{ "bytes": 922811656, "expert_reports": [ { "expert": 0, "hessian": { "down_diagonal_mean": 26.979534149169922, "gate_up_diagonal_mean": 458.3262023925781, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11188762974758863, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019779023605064124, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11217992016369754, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019924831515920442, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1118057339513857, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020125368037990175, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11211623692972124, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02005591253456753, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11215450186120511, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02181491263523381, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11194969427826891, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02207560485114324, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11214361651571021, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022078307306142856, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11216397616938999, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022036105726318398, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07980511393147471, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0524937104406642, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07961913778248576, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05419133345777431, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07965512617789708, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05420991003468295, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07927245829317373, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05479395874421914, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 2, "hessian": { "down_diagonal_mean": 26.775047302246094, "gate_up_diagonal_mean": 562.088134765625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10981672607293583, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027683306527688665, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10988971576979296, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02751491372752037, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1098902460520758, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02751559506089449, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10975335113430389, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02780221637246515, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10957151092318022, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029336418073357413, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10989864212884028, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02921852563666573, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197949, "packed_nmse_vs_bf16": 0.10998635394065176, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029269938235068883, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10980782517295876, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02921429295898151, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07456766971782544, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06173927959961428, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07481969592455139, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.061168474375472355, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07491430952551108, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06008221156347354, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.07457116722914182, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06145611739742228, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 4, "hessian": { "down_diagonal_mean": 19.38897705078125, "gate_up_diagonal_mean": 410.48028564453125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1155124568531922, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021236140055648403, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11559231866220365, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021288393376266965, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11565467270974396, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02108691407384958, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11561045026645718, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021096716642981364, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11553922980648096, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023250442946468164, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11560742745269477, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023297747701675257, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11554208255472542, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022728272992074642, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1154858186303011, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023464881556239197, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08002457426727239, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.045684558551183085, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0793932897004599, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05140867366820022, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07935542585371458, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.050769164152935094, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07942420231712408, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05093612826312694, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 6, "hessian": { "down_diagonal_mean": 21.657978057861328, "gate_up_diagonal_mean": 508.2288513183594, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10574368172025515, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024517825047693485, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10586970161961995, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024605145509944585, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10571032563004097, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02479611408079902, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10578773290274325, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024485976137464262, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.1058458254063146, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026092020355542, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10578977714872574, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025884859256454673, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1055732922068162, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026193641364459685, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10553970465235138, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02617939213844162, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07774743359179395, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.055047480492626324, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07776386895438292, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05481341405032257, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07678324248715057, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.057066821072521395, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.07736153189756374, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05592593654489209, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 8, "hessian": { "down_diagonal_mean": 24.180530548095703, "gate_up_diagonal_mean": 472.8099670410156, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10746910938542893, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024406844787830177, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10755827130946106, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023634514528382014, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1074362403757879, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024551688960649715, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10741555002656615, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023190471936975966, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10750013916780113, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0283621266818794, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10735209226218022, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02731752243937494, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1073033867219031, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027227047768639226, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10766054444498815, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026511792340804002, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07857813915533694, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05232127217798655, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0791382545862171, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04990335659735852, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07879082539307046, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05156800612684163, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07977349911775901, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04634869147498334, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 10, "hessian": { "down_diagonal_mean": 43.58544921875, "gate_up_diagonal_mean": 427.8674011230469, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11537292036429002, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014725793842774344, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11525422657659679, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014447084831690939, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11506570902860984, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014390874091410837, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11530621989506205, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014571829730865814, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11502685941520836, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.015938137241650614, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1151914581385056, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.015793025830245326, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1153683697451713, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.015833586620578457, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11521963577548007, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.015813932036072637, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.08769574814797516, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04473061295877888, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08843985511994247, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04427166000186681, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.08712284414910056, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04510264032932589, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08723313504153347, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04459896881366829, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 12, "hessian": { "down_diagonal_mean": 31.747650146484375, "gate_up_diagonal_mean": 526.2666015625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10868785133957111, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02591642854644111, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.978047329359385, "packed_nmse_vs_bf16": 0.10876232475112364, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026257099058806313, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1086904351139856, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026545547941252103, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10868965631923984, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02636951518257979, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10873704092061588, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02802699175157017, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.1087845523639871, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028264123107310937, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1087891803341713, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028160758515057657, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10848725809458482, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028264763981275975, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802049, "packed_nmse_vs_bf16": 0.07587969782179262, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05874269953966802, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802049, "packed_nmse_vs_bf16": 0.07570093576756537, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05975666267850726, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07574952754801705, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05961197599633604, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07542030444990856, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05989455734005965, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 14, "hessian": { "down_diagonal_mean": 22.448331832885742, "gate_up_diagonal_mean": 485.813232421875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10809590071608259, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02634608866105111, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10789096420693428, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02677632275964284, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10773811897144178, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026508782712123775, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1079263275923483, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02669992674027926, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1078734773577212, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028797623553491226, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10794632229791916, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028385544583599827, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10797014933103521, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028706008678976495, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10807707698671352, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028581066958366628, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07568903500590445, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05863554648074606, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529497, "packed_nmse_vs_bf16": 0.07580128787906538, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05817355098655852, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07571991372411783, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0542428742197433, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07574079542550484, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0579084625899682, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 16, "hessian": { "down_diagonal_mean": 33.30907440185547, "gate_up_diagonal_mean": 438.33404541015625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10855113172455574, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.012624763797857805, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10884212703801616, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01248888064569056, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10857276422423746, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.012120669000187333, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10867532328857568, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.012477827869085195, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10846050698691799, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.014872616869000798, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10876485634225808, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.014215185180981582, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10873367421641063, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.014285398785344175, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10855112900419657, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.014503139198669301, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08518063375466259, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04183439675045227, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.08527589629108634, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03864781699176436, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08571932986802187, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04054778825934554, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.08497642214361546, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.038555603984156396, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 18, "hessian": { "down_diagonal_mean": 25.440757751464844, "gate_up_diagonal_mean": 417.8365783691406, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10974855656346269, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.017543513402884032, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10983446126578428, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01721332799032051, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10983043001728435, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.017045483133932105, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10990386122762778, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.017392728094045566, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10994402261059967, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01926355788934446, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10978453043728496, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.018772300153416733, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10974612085667321, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.019619200232199294, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1096116049847968, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.019368567851542628, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08251910360522059, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04562245627052033, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0828622777879513, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04389236016821895, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08291811012591128, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04414647969404447, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08158512557973857, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04893557999454604, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 20, "hessian": { "down_diagonal_mean": 19.772315979003906, "gate_up_diagonal_mean": 447.97698974609375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.11024996824484516, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023933853821808158, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11010683117202827, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02409358143401018, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11031283458414128, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024291332762897515, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11018195939920813, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023962715098117395, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11009454861383784, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02532613545492236, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11008677525392079, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025244723106959382, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10998894791595115, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0255883625780136, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11008081744232322, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025543883542552877, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07835640295122102, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05573481435666255, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.0779321874980467, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05623034641169055, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.0775031841035527, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05722332975927309, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07797345627031263, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0564592749171194, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 22, "hessian": { "down_diagonal_mean": 27.010812759399414, "gate_up_diagonal_mean": 527.6266479492188, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10896740448363282, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025003934378081002, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10861280605236726, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024990286275662726, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10877271633462698, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02505923768373372, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10858809695613687, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025104244858603925, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10884894825398311, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027353744124214693, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1088724298171135, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02721308988361811, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10878767770466434, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027355977347673106, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.1084874842136607, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027318327275980034, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.0753727167939538, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06071519983140578, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07509332806066796, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06093557392608168, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07498432142006065, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06109460116218409, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07521889962179763, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.061027204371302046, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 24, "hessian": { "down_diagonal_mean": 22.209327697753906, "gate_up_diagonal_mean": 495.4897766113281, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.1089417123319305, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026502189288933598, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.10914377171058033, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026331475533487032, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9780473293593848, "packed_nmse_vs_bf16": 0.10902875889465617, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02664214882959582, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10914398128152848, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026702124936537258, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10902327936477814, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028220189824754566, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10907889161862802, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02822184783767234, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10914151951466848, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028302343401061244, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10915847324208137, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028427775211296715, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07498405780984811, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.061038387498432135, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07545940729837612, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05994989801274392, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07503320870932902, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06103738245928263, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07520294308611306, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06069968744519632, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 26, "hessian": { "down_diagonal_mean": 15.515917778015137, "gate_up_diagonal_mean": 432.51055908203125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11014223074345923, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02411781587755896, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11037169712941651, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023873595423421313, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.1103253105610746, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024346796808692072, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11041446474536107, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023989257889795536, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11021825793666327, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025760519095985902, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11032622994534069, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025893132161704625, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11029215805156403, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025725694822360343, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11043443962107444, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02569640767378224, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07683197631239176, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058130873456988044, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07708831726107174, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05722420715756691, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07682175814555149, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05829633462465383, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.0768666550557357, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05831579489878319, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 28, "hessian": { "down_diagonal_mean": 32.95940399169922, "gate_up_diagonal_mean": 418.23065185546875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11395251339353837, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01567492473193886, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11377390526028021, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.015673567465569475, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1140358007089358, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.015383023613022382, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11387465370107396, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.015582440599222562, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11378951977437021, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.016745617799761178, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11387578355556378, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.016924703978466064, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11385732176161054, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.016684186555270524, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11399633896816558, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.016865798356936256, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.08639345701322569, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04060914458363581, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.0874554040615426, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03981379687565299, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08613640568588894, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0436218418961126, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08537887288727296, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.045057400267132154, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 30, "hessian": { "down_diagonal_mean": 20.370635986328125, "gate_up_diagonal_mean": 364.40130615234375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11005382281658611, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014056093509336827, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11008981968782829, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014060386687085204, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10997998752913689, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014577104796676026, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10993530177790872, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.013939960552812328, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1099623868008742, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.015879531973711114, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11006561858714395, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.016058327731686455, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10995359137515198, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01658604837776865, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10998747114389426, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.015851196967407874, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08468408315733106, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04565951862619364, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.0855468594955091, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.041086509026031934, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08482408550233649, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0419610140976291, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08595045527735612, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.043611767544521444, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 32, "hessian": { "down_diagonal_mean": 33.087257385253906, "gate_up_diagonal_mean": 517.6331787109375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10775825344810551, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022426278730527542, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10774181795404365, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022788205541619342, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.1074789621636258, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02261051062013445, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10757605340673299, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022883557930944317, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10752613758211414, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024161461441589836, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10762504689432038, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024649819347519558, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10740519790952986, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024372849207440178, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10772302355742627, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024521085979991204, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07686150039382186, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.057771271971584076, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07616567171559831, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05923495602126812, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07652073604808604, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058749992924335234, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07639848269194267, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05914198348989425, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 34, "hessian": { "down_diagonal_mean": 29.250530242919922, "gate_up_diagonal_mean": 532.74658203125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10794102814892581, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026892995141693694, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1078677150042615, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02696530898978638, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10789954195567943, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027096381289485768, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10790758909024732, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02673255379670513, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10784188703581052, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028534253734548133, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10783746240428652, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028705131389490192, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10803326099821138, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02867601640735558, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10776464401515067, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0283125626912549, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07509627317931707, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05958550271230088, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07479197538567335, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06141942997212701, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07490376752267638, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06156859280325891, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.07546697004474447, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06067942331923737, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 36, "hessian": { "down_diagonal_mean": 26.79550552368164, "gate_up_diagonal_mean": 413.3183898925781, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11341778270502245, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016206586999195624, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.1130827569566147, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016383478103821954, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11293160583233396, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016703490421732844, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11332262987494947, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016311200527520973, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11296715214255461, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01782825002072598, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1135276557722585, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.017795847414549586, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.1133463627435947, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0181994750972491, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11321045066320469, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.017556104731491377, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0824356495208843, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04860298747267841, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08283941494828685, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04614991648695505, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08277142525293228, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04909647918589192, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08295375834401374, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04924717816598872, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 38, "hessian": { "down_diagonal_mean": 23.801891326904297, "gate_up_diagonal_mean": 460.03173828125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11181906485563595, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02231515141770186, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11160397625542183, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022446976294221238, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11156702455192263, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022321613064549408, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11193616708620442, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022337624215710374, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11162654776438051, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023879514513290553, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11182148000065388, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023837455577588033, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11188076242782674, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023716120796873373, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11166267892221972, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02368427306928273, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07864502212927328, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05595167619792607, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07939413894671322, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0547186246517413, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07837045175486812, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05671134857770626, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07861048724792329, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05642774067988575, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 40, "hessian": { "down_diagonal_mean": 21.340681076049805, "gate_up_diagonal_mean": 490.82806396484375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11158861114111676, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025927388485986934, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11137892779186766, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025882524451374612, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11174612818689916, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025779629362427215, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802049, "packed_nmse_vs_bf16": 0.11132789994196794, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025824935434683807, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11151232551123598, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02779260057896302, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11155586832646806, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027872303665764868, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.11142211509818195, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027961532558764757, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11148856624499416, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027661792903508644, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07687415232618805, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05780150007556613, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.07702489417055701, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05617398218350171, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07682985424383278, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0568250958743816, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07741791541715945, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056213907775102254, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 42, "hessian": { "down_diagonal_mean": 27.806045532226562, "gate_up_diagonal_mean": 489.7376403808594, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11341349206311294, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.018953453214447268, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11364320390486002, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01910510925775921, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1136754289173238, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01971491553157858, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11360333214583146, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019014277314826102, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.11362428302638083, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021706094746606938, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.1132723079816949, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021643394918935733, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11377027226374917, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02201351418549581, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11352350683832055, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02153562547685327, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.08039940507237298, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04941516793763432, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08116126388329811, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0512465518634389, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07977552011188674, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05448634785363825, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08010819799392237, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05356615456353185, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 44, "hessian": { "down_diagonal_mean": 25.50602149963379, "gate_up_diagonal_mean": 557.3302612304688, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10550615283096339, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02918959741061562, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10550398197502832, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.029297844136773454, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10534269604255463, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.029327675979517673, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10557436111083333, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.029015224950280815, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1055294859525254, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.032045230399629275, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1055082690119823, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.031586935194178226, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.1056790987153266, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03165691761971853, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10548045786505952, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03162611030747739, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07443711505624642, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0608658173727741, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07476045401327985, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060072717372978326, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07480267503406494, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06021010362220273, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07506243612964812, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059504836747398475, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 46, "hessian": { "down_diagonal_mean": 20.23381805419922, "gate_up_diagonal_mean": 462.8690185546875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11088851979598588, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024849139708069325, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11102061785509673, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025083858912994653, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11090468602353608, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024864179160040207, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11082234191068129, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024731793175869654, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11062593977562775, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026688818289837376, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11088108772214599, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026561278582059488, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11079007808451258, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026791746220402625, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11094162171607753, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026641791546237414, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07670413038570537, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05893493242324813, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07655672603902879, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058430836849009765, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.0764940172710549, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059163537418158385, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.0763564461436876, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058195072150937215, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 48, "hessian": { "down_diagonal_mean": 25.84387969970703, "gate_up_diagonal_mean": 513.0379638671875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10569841683030766, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025530965230527794, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1056062818391694, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025631291079964653, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10558825868136244, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024640277726193836, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10561322567765061, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02454926278600835, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10562867447620099, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02662111581319696, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10552507477867006, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025964373415242437, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10565064294891247, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02674773963393569, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10541988907644265, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026775701929386855, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07676434976859582, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05622425630303253, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197949, "packed_nmse_vs_bf16": 0.07695971492894323, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0552779207149243, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07705358258303506, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05620815017896778, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07692035467911068, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05481047996089185, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 50, "hessian": { "down_diagonal_mean": 40.347679138183594, "gate_up_diagonal_mean": 556.762939453125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10686334239197215, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020693761454973866, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10688246493933085, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021014265301554355, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10683041360095663, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020866545414611717, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10659960742275645, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02080664153490556, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10656410662275662, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023714389135220237, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1067909426319222, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023981237541895878, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10672781236147329, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023688064452199547, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.10670475815855675, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0234187146550632, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07649575991086169, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05844623921873173, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07598316976124787, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0593942259254704, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07624404359454605, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0589143809946103, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07642708244006681, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05853974445336898, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 52, "hessian": { "down_diagonal_mean": 22.946964263916016, "gate_up_diagonal_mean": 521.510009765625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.11015001838229904, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02696968040572137, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11001136539691325, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027012207261390333, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1097288443459128, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02674895697657927, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1100570808793206, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026786799866792048, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11010419803007689, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029348309534327433, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10999052125872934, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029388113845690508, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11002826582176212, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02971227276552509, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11016858634839537, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029368573439591948, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07579828812647355, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059327096907279046, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0752473998101381, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06055807549991061, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07557407742599079, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058805726236462054, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07564040192943854, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05911449213902338, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 54, "hessian": { "down_diagonal_mean": 28.305627822875977, "gate_up_diagonal_mean": 450.87603759765625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10889474754358668, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020902644357794608, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10892158052528261, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020439725779972495, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10908176086878225, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02071378899026087, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10905086914285399, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020739781348247638, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10908256254293508, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02198943148829521, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10879158341382648, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02198365933518826, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10888324014808398, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022186134340014693, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10908911306386833, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022148739398306142, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07844905361945359, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.055913255052844286, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07837211661972959, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0559790354175504, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07922878611489582, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05446409486556247, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07886261582483449, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.055202443103439545, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 56, "hessian": { "down_diagonal_mean": 25.870014190673828, "gate_up_diagonal_mean": 479.0338439941406, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10797189537643984, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024034228748416927, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1080618510352517, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023848139113938013, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10798183487269696, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02401108649872334, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10773524027150415, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024106600904716276, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1077966404741327, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025690203830749162, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10785285551575448, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025954304261375755, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1077580389416406, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025947169654865234, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10789629336777058, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02577195808888151, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07675571656543494, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05674211627767, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07715574052351702, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.055944003581246037, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07703300639701748, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05773852748659835, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07699471923698427, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05789909367154464, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 58, "hessian": { "down_diagonal_mean": 25.095481872558594, "gate_up_diagonal_mean": 414.53924560546875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11375218892346894, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01590405960996178, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11360127427215364, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.015575205565104142, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11353054275493574, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01566087520345918, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11385138516328658, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.015858984550772153, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11350041192855645, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.018331496988084922, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11353402986043576, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01767014342627993, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.11353718354830425, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.017508947380837688, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11377237484593582, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0178336457457251, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08139722109406272, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04886534185483729, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.08292237549504075, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.045608260245576376, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08364198779075463, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04577835190517589, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08266872363476727, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.047325770569423255, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 60, "hessian": { "down_diagonal_mean": 21.888935089111328, "gate_up_diagonal_mean": 525.3802490234375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10734282297377876, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.030714336578738018, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10765373957194446, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.03070241328952755, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10751454334165193, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.030877284569958887, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10742387708855618, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.030875835944172824, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10760478500429442, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.032400496631453383, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10741238821905151, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03262534127670468, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10741194873761022, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.032329941159090464, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10749426048350537, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03242351145361359, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07361681785474268, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06309756471844731, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07348702471849922, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06309596441912622, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07339156535868005, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06324271719636373, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07363610654020619, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0627486491210611, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 62, "hessian": { "down_diagonal_mean": 32.44912338256836, "gate_up_diagonal_mean": 548.9680786132812, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10721934637604126, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02434787501782611, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10736986706793558, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02421593704159331, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1073298612598496, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024305524327956355, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10748124685121702, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02451099439337212, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10730256111503714, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026021840671599936, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10738397986897305, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026010637261413887, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10724433375722851, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026161668385092946, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10701048551658958, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026199293365014396, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07575576640358912, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06003581317912414, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07569596202793115, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06034507807532095, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0755395831458998, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060251660372736465, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.0757229672096026, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060229835270315495, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 64, "hessian": { "down_diagonal_mean": 17.83786392211914, "gate_up_diagonal_mean": 379.98883056640625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.1138435460998234, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0163115370585309, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11369459675225536, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016303378505429112, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11379579773343697, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.015961918351427636, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11350804903413274, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016329392479476436, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11370844076747069, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01896638287968286, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1136759765247721, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.018664817879160803, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.11359525095193379, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01898536135118724, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.1138338644122042, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.019372542812957395, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08180528180197055, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04918347010873758, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08146180828576774, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.050047743917716526, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08160084079714454, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.049779954756157416, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08154523651234635, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05096572217101295, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 66, "hessian": { "down_diagonal_mean": 25.769229888916016, "gate_up_diagonal_mean": 565.5589599609375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10980592089235848, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02507893752667312, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10981677089764053, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024547465356581786, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11001314328238171, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024741889134885304, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11001344213634177, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024949087320354408, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11001533056516125, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027506563022683502, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10991462155757373, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027305089216594636, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1100823875847301, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02730686421827844, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10998748912435062, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02722915495531684, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.0752121357160467, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06065564447627471, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07585941762381455, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059436219184235514, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07538721994817249, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06014018705850244, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07522046343126665, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06066369613194907, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 68, "hessian": { "down_diagonal_mean": 29.807086944580078, "gate_up_diagonal_mean": 447.6829833984375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11130990641600226, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02165619664427615, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11149699873271943, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02165550486962841, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11125736684333573, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021594197241041023, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11155218207002504, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02212426552058189, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11136753988044147, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02290001410175467, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11163932678804576, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023356215581412737, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.11146738710288556, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0236116045686837, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11139886237614263, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02332979556166667, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.0816022207623785, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04656527886548237, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08135474030787733, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04833528011131465, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08128486822242688, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04904631098482195, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08078367801046156, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04977625725082902, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 70, "hessian": { "down_diagonal_mean": 37.89982223510742, "gate_up_diagonal_mean": 461.2583312988281, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11056285421087621, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.018018762623547, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11063980406996392, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.018271795673636484, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11070359200249319, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.018325095230375177, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11053723570346982, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.017598110508453224, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11070024316972152, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01966636532731323, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11070239477434375, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.019068310372498298, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11085270127734617, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.020029370282424616, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11060064238977005, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0192335264765578, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08239520813608311, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04745661169182223, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08184140125929236, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04855592028318805, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08205016795416603, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04864364231172244, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0831506933657288, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04624709379027108, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 72, "hessian": { "down_diagonal_mean": 24.974348068237305, "gate_up_diagonal_mean": 553.9161376953125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11029212490412804, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024010289440175848, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11032028080462904, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024287172708305892, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11045804154220931, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024417079442806352, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11045346840208642, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024249685615707343, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11039202677911981, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02799384361767353, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11046388308339314, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027949800254016454, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11015852727678267, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028201468986939277, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11034931539569122, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027993302743032092, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07505462910173878, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05995483367178758, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197949, "packed_nmse_vs_bf16": 0.0749603805351492, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.061249908523338545, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07467447140823555, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06154870430430253, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07514282263276782, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06072269426667079, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 74, "hessian": { "down_diagonal_mean": 33.55855941772461, "gate_up_diagonal_mean": 532.503662109375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10994367755899485, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02152491933027315, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10975192290430362, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02181284015194526, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10974409456351295, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021572716492998516, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10972200781959292, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021502559491878483, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10974740402865271, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023497322700692616, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10969125776166586, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023714678588449695, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1097059199564276, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02341912222016976, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10958585660081627, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023649184987393244, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.0783912018529517, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05557110903522031, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07780591775600022, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056279642190592755, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.07792814011866751, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05641174421308017, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07757541693860105, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056934465146279443, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 76, "hessian": { "down_diagonal_mean": 31.67559051513672, "gate_up_diagonal_mean": 553.9532470703125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10985125365947242, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025105729231505693, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10980226212417075, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024801527855759373, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1098705638074939, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025046433875715448, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11001317801860153, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02507300062030122, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10973904273174225, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026884432946247868, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10980736884975675, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02703778587693112, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1098397271694597, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02721428459169414, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10996565307212505, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027250915792786275, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07631692930946361, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05839639742606623, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07660455454895473, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05716877212477733, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07595633227784765, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058809976391553796, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07602245351308062, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05725081710297834, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 78, "hessian": { "down_diagonal_mean": 42.50652313232422, "gate_up_diagonal_mean": 527.3419799804688, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11219178108188887, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019703491805581463, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11226248458750716, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019508450622825826, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11213460912277755, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020005285521235212, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11208416091330194, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01999263183827332, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11221033111104689, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021696854396691476, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11237855535923669, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021406948526807305, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1122066940895857, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02213926029830599, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11227687105846235, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02215135402565899, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.08153127507634249, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04902723068339202, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08409780332178173, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04095287499554182, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08192364676106188, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.045587241183262225, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08177780931360398, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04747142245452398, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 80, "hessian": { "down_diagonal_mean": 21.872663497924805, "gate_up_diagonal_mean": 474.23260498046875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10933178723458853, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021116944244441566, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10945394482557784, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02101029907223411, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10926260807962357, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020636806433643896, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10940330571467421, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020615790416695774, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10954703039432107, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02301176499785576, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1092811602801146, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02305362123501177, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.10901783240433417, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023057011926523405, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10948507824031944, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02299709571639683, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07769555690289948, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05551816141541177, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07794134135633674, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.054284703501025496, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.0782275557604751, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.054770245497941385, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07849371820306172, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05235065208817366, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 82, "hessian": { "down_diagonal_mean": 19.880001068115234, "gate_up_diagonal_mean": 407.5512390136719, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.11334370915056358, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019703832984925444, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11308415690249428, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020227614812686767, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11316427702266199, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019763094403023068, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11347108527968515, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020246533055130057, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.11317154018558612, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02103700480681338, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11313673927306532, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.020909210481509812, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11312943260819412, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021075151888014978, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11303712606521828, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02121238094645494, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08109074585827837, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04696995203944962, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08034807185698019, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05175596108198167, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08125213199429182, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.047980118740664386, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08032294661774124, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05152095091539137, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 84, "hessian": { "down_diagonal_mean": 25.36087417602539, "gate_up_diagonal_mean": 433.82470703125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11154102157659793, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02029947488031527, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11124819189991211, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02077661195906135, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11146928035686234, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020318829407750975, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11115077078244985, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02033620593743057, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1114789598794484, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021649801410081698, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1115486303445445, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021821270669836173, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11135473659544408, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021735175820462253, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11137742600535881, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02122926402360397, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07984849177955254, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0540140653263147, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07997807321221974, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05297108291147352, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08140467785565152, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05090461768958603, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08074856663923441, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.050853488389357195, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 86, "hessian": { "down_diagonal_mean": 28.937679290771484, "gate_up_diagonal_mean": 475.9786682128906, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11293672246776158, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019316283194366925, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11309538901594857, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01902609065834649, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11305563497683653, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019348713642215635, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11314204994212809, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01920134138684158, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11327699739046208, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021640055384791516, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1131415007554258, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02167552150780123, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11315507190619013, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021977751108938872, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1129415563649942, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02124737057814591, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08146774922773353, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04892287076897105, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08164349317587313, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04743755625452069, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0810477030106449, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05064069996244085, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08142567232033872, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04861027712994255, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 88, "hessian": { "down_diagonal_mean": 35.5391960144043, "gate_up_diagonal_mean": 430.03704833984375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11179624810569683, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01222662314807824, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11178644988223316, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.012349658476073146, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11162355706688287, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.012430946364817433, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11166284439022324, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.012339193937065732, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11173512731730667, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01361236679512598, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11173932080152349, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.013665555062521362, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11172955841227386, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.013602012527717547, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1115086278173879, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01347214328031851, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08803267277825087, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03806490935086238, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08701451050323389, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.041661248571246395, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08805158193599855, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03767014826345247, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925396, "packed_nmse_vs_bf16": 0.08801355999686351, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03995126750775682, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 90, "hessian": { "down_diagonal_mean": 28.010478973388672, "gate_up_diagonal_mean": 534.1766967773438, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925396, "packed_nmse_vs_bf16": 0.10687879790452874, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02807223183078857, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.1069515517363377, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027776075804203815, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10708509221321931, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027816145526906342, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10691159150052085, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027949455625903938, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10720379546794952, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029483421155692656, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10681059314256482, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029348076435889728, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10712836786896963, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02897417163045391, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10702190970644648, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029011338590506263, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07508906399248959, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06066790491939398, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.07515606150730568, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060490593451681576, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.0753504284971086, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06052650278249401, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07517295631373476, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060910042272475, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 92, "hessian": { "down_diagonal_mean": 34.728904724121094, "gate_up_diagonal_mean": 551.685302734375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10991296228304445, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023485299095649503, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1102123426017467, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023737278998965303, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10975803710899427, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023496374244978552, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1100780640389229, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023612949978684485, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10965042404584885, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025085524919122852, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10993161078278778, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025353920899850536, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1099024615210079, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02492984473219482, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10973131857149311, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025255849271301967, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07663436785789021, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05885108047380617, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07635942162964175, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059396063615282844, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07677149419693337, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05892876254022516, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07717253027383106, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0582607100739025, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 94, "hessian": { "down_diagonal_mean": 25.76056671142578, "gate_up_diagonal_mean": 559.41650390625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10889716120143156, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027769180035950313, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10880124571845749, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027592023598349558, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9780473293593848, "packed_nmse_vs_bf16": 0.10898390303180591, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027684957344680135, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10893427119587734, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0277708123839634, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10881783372175217, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029808036272180975, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10877330188994301, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02982744200765319, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10890359949458844, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029589397278866253, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10894635640210688, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029736170690240007, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07461914413782308, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.061061896173880546, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07468346715807468, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0615913460221956, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07465936025615175, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.061529698338766446, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07480834011983616, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.061034006680187596, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 96, "hessian": { "down_diagonal_mean": 19.464393615722656, "gate_up_diagonal_mean": 486.97418212890625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10898323157882757, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02573658846382838, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10909732203328433, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025667525577636637, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10919255742599973, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025818596525901582, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10907135236088364, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02539158418394788, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10925511416104167, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02727934778504179, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.109290404392522, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027283019325526296, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10925710493010445, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02732453492201229, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10916138735240365, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026870425629342196, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07555813617124674, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05941054635468881, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07561376631140936, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058733869884312256, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07584543391287742, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05817975571468342, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07624781712411369, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05750776081997672, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 98, "hessian": { "down_diagonal_mean": 38.931610107421875, "gate_up_diagonal_mean": 450.0273132324219, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11232561448137995, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014733200388063996, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11239901675011531, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014476844259980089, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11245641278120627, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014726890930929392, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11226779371330815, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014641317009052758, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11222938315209058, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.016279231392741973, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11212977651852278, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.016252482189182904, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11248860158114025, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.015983302221228023, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11238821089716974, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.016029999737440286, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08529690047916325, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0471245756972122, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08706984164195888, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04403061979321885, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08643546379612105, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04500591509480198, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08632146690674432, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04468458915045544, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 100, "hessian": { "down_diagonal_mean": 20.80209732055664, "gate_up_diagonal_mean": 449.72265625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11052709952862026, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023107610657907725, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11053656633184966, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023358694506438987, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11055619453197876, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02345333572324684, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11063138373887375, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0232419688586312, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11040423282504967, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02569313454429502, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11038755695679751, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02515928398479808, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11054832584290307, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025165030115069903, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11073746940004776, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025100531094054163, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0163625546133594, "packed_nmse_vs_bf16": 0.07845580384909377, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.055831874363476836, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07890039735553546, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0540391237432275, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07864751958851696, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05279257538780769, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.07797711341109183, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05621841474823276, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 102, "hessian": { "down_diagonal_mean": 25.53585433959961, "gate_up_diagonal_mean": 461.3218994140625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.1113413200709248, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021540997937611852, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1115580823123239, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021478297851907812, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11144786343115895, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021685722313030457, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11153556688190285, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021545225469459157, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11149430241990266, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023405352877208085, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.11172767974324158, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02292799271261554, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11160471085789728, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023411930588037255, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11156010850616027, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023168858950929218, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07973255892155391, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04981564008650589, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07983525451844972, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05178217788513678, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07891491181145127, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05336928021125927, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07898771507414527, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05332625604225495, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 104, "hessian": { "down_diagonal_mean": 31.4306697845459, "gate_up_diagonal_mean": 537.4654541015625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10768782999027608, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024413574129729818, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10785626936534189, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02378971537522513, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.1077099703155569, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024131658887951365, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10793178470648815, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024116133458303622, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10775509266978923, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025961470043748675, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10778331642520154, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026012288631454744, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1076051549891675, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026273662098205506, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10754055869016756, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026247732980409947, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.007317556880205, "packed_nmse_vs_bf16": 0.07663897598774135, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058284832064764265, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.0769719841020344, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0559145503180872, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07639557711871107, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0580635489354272, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07671298108186238, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05763071526765964, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 106, "hessian": { "down_diagonal_mean": 18.465625762939453, "gate_up_diagonal_mean": 471.4521484375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10903981764705323, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026629815407193086, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529497, "packed_nmse_vs_bf16": 0.10910348940517074, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026892839105791058, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10915648817444303, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026672559129200017, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10927948459603329, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02662589841391973, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10886554430610138, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028972839400973352, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10914625559225434, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02862775742098113, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10916146426314532, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02857623937767216, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10894418722410684, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028758089553309944, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9780473293593848, "packed_nmse_vs_bf16": 0.07518862865642989, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06046357069344832, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07461151831075004, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06128627501366941, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07529315494951652, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05992213842202393, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07480580680589928, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060773077586099844, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 108, "hessian": { "down_diagonal_mean": 24.207509994506836, "gate_up_diagonal_mean": 544.188720703125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10725542615022027, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.030667282713869697, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10753205613535995, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.030635009374175827, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10741008105477572, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.030573637751757615, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10738776664064842, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.03063000739249064, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197949, "packed_nmse_vs_bf16": 0.10715530797951538, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.032592600065392476, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.10721970478704446, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03243553661611564, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10738560931231753, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.032507912258857234, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10706275906720347, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.032533244190024034, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07329160853535914, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06320156559902097, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07334559327336636, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06357028120449447, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07339431914526365, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06336191083212822, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07344805742802478, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06322686215808965, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 110, "hessian": { "down_diagonal_mean": 32.06531524658203, "gate_up_diagonal_mean": 546.4864501953125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10923599065618812, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025426606582574715, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10945718627837057, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025509122865368886, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10918332597950049, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02561404652922897, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10936149042470651, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02536038939653744, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10936936749141518, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026905629564209044, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10927713537070231, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02700651037809918, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10912769341603727, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027017416158395858, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10917144173627902, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026995197076063314, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07548186041549422, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06046871460163185, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07584325766338872, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06010488315581968, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.0757024473976023, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05977709061591547, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07546732859542707, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060411782120873184, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 112, "hessian": { "down_diagonal_mean": 18.440601348876953, "gate_up_diagonal_mean": 435.9705810546875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11065008492632167, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022644796454203024, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11066821988458514, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022818525787072576, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11097352231566983, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023303541125240645, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11071925143004101, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02344726318420395, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11068017529453543, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02447985456637762, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11085158356511872, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023745193721054363, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11082289212207924, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025130198703117043, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802049, "packed_nmse_vs_bf16": 0.11067869405905068, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024913211403529714, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07700050007561578, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05547578579707568, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07675760685499446, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056091446460788806, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07616267231259159, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05844105537766177, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07591659311930012, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05810947249957571, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 114, "hessian": { "down_diagonal_mean": 19.300086975097656, "gate_up_diagonal_mean": 487.7832336425781, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10702453371719431, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026585650615043532, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10728016987385379, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02702026736579939, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.10718270020287428, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026678566061764684, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10711338655606303, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026509094698748244, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1073224637351469, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029064924793922746, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10714904478136424, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02973665398828964, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10710260280642407, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02909788820629088, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10717277477103987, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029088393941493616, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07490410633204513, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05951987204830263, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07426267769611875, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060988287702053876, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07495021028805325, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059385459224663276, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07503777396296418, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05896037406533457, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 116, "hessian": { "down_diagonal_mean": 32.11476135253906, "gate_up_diagonal_mean": 497.284912109375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1104647220767459, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02285494807166352, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11064960255215431, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023205596553599692, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11048902056894941, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02310528339435545, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11067064353937427, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023193257390231356, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11060900070446154, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02391854972988112, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11063913675150656, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02424617854975527, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11044361832814457, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02404482890867369, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11073480653628041, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024075086904461453, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.0793707433254436, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05157889864793796, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07868206527931874, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05441462698128909, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07890935252981893, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.052524220963604464, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.07900864198994681, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.053134536123830955, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 118, "hessian": { "down_diagonal_mean": 28.732585906982422, "gate_up_diagonal_mean": 550.6375732421875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925397, "packed_nmse_vs_bf16": 0.11146222548901757, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023410032290493817, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.1113041258449339, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024010104501863205, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11135912010154593, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023608976812237625, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1114130620915705, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0237033087676864, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11155647494927583, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026208423038006697, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11138384209305258, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026836355430250907, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11141805173135264, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026400295979843467, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1113927732358984, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026224757091425105, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.0768095558125926, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056348258960759685, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0761456750298779, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058497493968296684, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07646481367489978, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05798294377638963, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07622750209554348, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05820707714921161, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 120, "hessian": { "down_diagonal_mean": 23.70211410522461, "gate_up_diagonal_mean": 527.5877075195312, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10714684993717595, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028322591663761006, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10718937259863692, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02846421135351932, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.10718987946794542, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02873540196860266, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10719702819500464, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028483315358655635, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10691700986868102, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03073058036820946, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10711714097612413, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03093140466643768, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10680985906221355, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.030802051403876946, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10695867998079088, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.030735797077740046, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07480133934385241, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06067061086117672, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07512595771668454, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06014194235088806, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07497216287848174, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06054083765384136, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07513983359167455, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058807597518488304, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 122, "hessian": { "down_diagonal_mean": 19.424781799316406, "gate_up_diagonal_mean": 470.4092102050781, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11009914475269114, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02509617705144394, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11032062661588418, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024714769766553582, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1103170410912993, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025174383489277176, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11028925258627499, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02489019797125061, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11018269114846758, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026958797913595872, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11020172597489622, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026661568185250527, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11015152774808938, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027082374677735853, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11003558427347962, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026618868655516298, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07632887611795842, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05767386714162661, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07627371355120707, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.057817250229818304, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07634686292259607, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058107154046936754, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07656787808468683, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.057682415295057785, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 124, "hessian": { "down_diagonal_mean": 28.616779327392578, "gate_up_diagonal_mean": 562.7993774414062, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10783849362785164, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02826815166302726, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10790460725765151, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027941344544768595, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10779921138270855, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028133408363647888, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10779987761268188, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028335468823508715, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.1078107758044375, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03054464040064303, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1078418831299429, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03035181550258855, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10789992190632954, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03045700152247599, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10789801800303647, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.030629485316663995, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07432798028827496, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06096816968853464, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07449970559982726, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06169902175514471, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.0745388737098096, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.061646779013972065, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07406216413819885, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.062426338586048936, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 126, "hessian": { "down_diagonal_mean": 27.469406127929688, "gate_up_diagonal_mean": 506.46063232421875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10886683571478191, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025185284179820692, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10903095728209301, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025628219414352435, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10887831173233099, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025441849411697116, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10897337407193802, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025310496489435085, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10897531868015398, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027096731891395828, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10895186612361339, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026996354773338144, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10895615505815262, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027236994628873367, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10894756859479288, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027113453279666265, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07759949986662738, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05554584219915062, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07718851193745938, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.057361823935103376, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07688397441005931, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05762212117127363, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07686558664001908, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.057641159463301256, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 128, "hessian": { "down_diagonal_mean": 36.04008483886719, "gate_up_diagonal_mean": 561.4207763671875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10690461842733559, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024574998414711745, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1068951283647888, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024145126964316744, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10691634751433898, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024442652023963122, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10673521607952631, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02459540597459678, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10676627010265854, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027007093107858825, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10684947472592757, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026954707606278328, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10673188020872182, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026939460417531955, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10673930850333675, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02700975062945221, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07519401342514613, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06070549535474244, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07573724673744427, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059412421770174556, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07545739190407037, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06050377644428382, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07535343140762749, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06066784947265315, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 130, "hessian": { "down_diagonal_mean": 18.579980850219727, "gate_up_diagonal_mean": 446.88726806640625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11017517193256221, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026882160133256533, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.1102560305445665, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026858594398521764, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866403, "packed_nmse_vs_bf16": 0.11037497761460902, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02721660910385426, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11034525461598077, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026788764580726057, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11049601574967088, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028540387086664246, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11025961367288849, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02819255860329138, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11029753875398685, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027890080766902654, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1103018882109624, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028325633893786027, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.0762863798889945, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056707799507451806, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07635706091662417, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0563591152792592, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07555899273316895, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0589078258556802, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.0757904175446578, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05901909180244929, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 132, "hessian": { "down_diagonal_mean": 43.61998748779297, "gate_up_diagonal_mean": 483.1390380859375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1055248486768462, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020165611959585453, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10558743694273749, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02136647144053052, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10558496689802259, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020932304938018738, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10571208989146151, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02062406267987953, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10564827650889218, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02253635322106679, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10545454122788236, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02347076793930855, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.10576722569130502, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022521137337694244, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10537951628301108, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02350984579676658, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.08544536119065746, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.037012481413309414, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08215797181961296, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04697134304251515, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08418152355066119, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04218341158640072, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9780473293593848, "packed_nmse_vs_bf16": 0.08258351466373734, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04536033534690135, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 134, "hessian": { "down_diagonal_mean": 30.970291137695312, "gate_up_diagonal_mean": 549.790771484375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11157987691902438, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024668464669007222, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11126133513881269, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024747122357234065, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11134422905391703, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024949969754384637, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11119488249927365, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024701769731952383, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11113702294284547, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02624977733654692, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11131985381986688, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026365350760978283, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11136314599724358, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02661402755919424, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1112216219643935, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026213550325421633, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07679657487245092, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05838079729808991, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07675600915505078, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05820768899483385, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07591610125886045, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059912009692148153, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07659615602863938, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058189711461109184, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 136, "hessian": { "down_diagonal_mean": 32.0718994140625, "gate_up_diagonal_mean": 536.6995849609375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10472442613021155, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02875034387381057, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10492978127881537, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028694626149594726, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10475344724517656, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02823819569553159, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10477035314794872, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028306290103724714, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10480244337591701, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03060812272089321, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10464882501079334, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0303917688943108, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10470587527627906, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.030134512453216706, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10471258574685915, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.030112306755921338, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07598628827382743, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05797241974603158, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07534495808717906, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059542594246517117, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07595277846616338, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.057803280726469765, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07628919336864554, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05754493048155224, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 138, "hessian": { "down_diagonal_mean": 35.08251190185547, "gate_up_diagonal_mean": 488.8663024902344, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10811416066890854, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0165018030400347, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10801747393137587, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01634092251998984, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10803711613391008, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01589127755052355, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1081209417681912, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01594490955343861, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10829939901733043, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.017779439977212604, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10810152235275318, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01729578279642143, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10799787593185853, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01709998478919312, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10820475228768447, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.017282554934284565, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.08326145036868397, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04287728507820149, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08379485202573465, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04530504048190249, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08401334978163011, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.042675380727766256, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08387771596690675, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04143939871472191, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 140, "hessian": { "down_diagonal_mean": 17.669166564941406, "gate_up_diagonal_mean": 473.3809509277344, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10949488310866977, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0290753556421907, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925397, "packed_nmse_vs_bf16": 0.10971739267043051, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.029081554803936014, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10956948099201992, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.029087413388217027, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10949807650494621, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0290610080952267, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10956563042875235, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03054549119397021, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10940461039523036, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03041280008126674, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10979212776077166, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.030718919529906328, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10949093273389685, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.030660988819864236, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07462190153349535, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.061150937719106256, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07414110716630874, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.062417155241863136, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07398841638243854, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0624795198015071, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07426218246239884, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06205048627288131, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 142, "hessian": { "down_diagonal_mean": 36.88092041015625, "gate_up_diagonal_mean": 550.0379638671875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10834848540987146, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023818681800506537, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10812999574245852, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024210171169016907, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1080981735985286, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023762953418182433, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10814418530551785, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02427199815011223, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10816657002476096, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02548509875813456, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10820909995553776, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025686804322899364, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10825197380727807, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025463775386234903, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10805453424013678, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02529143500321632, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07789696669692549, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.055425344383740784, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07761696086585622, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05648004778377908, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07754419660252414, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.055829202290908646, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07757643385713288, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05572677330118748, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 144, "hessian": { "down_diagonal_mean": 46.94916534423828, "gate_up_diagonal_mean": 448.9295349121094, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11215439697865098, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.012870307159137513, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11203265971619572, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01220812865856547, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11211482647417166, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.012898171307723564, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529497, "packed_nmse_vs_bf16": 0.11192473744977291, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01261872288811454, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11212909771264995, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.014653539768063833, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1121337973642265, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.014460149512413995, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11200394703501089, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.014841906797542652, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11221768027903178, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01397143439223969, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08889936544350373, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04034615919626641, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08970266370020162, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03940400089201629, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08878711366425439, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03980601038930688, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08947899095127823, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03759400816121029, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 146, "hessian": { "down_diagonal_mean": 35.40540313720703, "gate_up_diagonal_mean": 545.150634765625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10644478751156436, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02285576914762885, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10635589165957239, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022646115716329605, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10623057032275031, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022711252479437814, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1064082990460081, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022457656760792883, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10644640083079816, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025657013457433087, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1063099188547029, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025535075508021053, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197949, "packed_nmse_vs_bf16": 0.10623034540717788, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02516102031927618, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1062761411063934, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025660736374460286, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07560842502310348, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059743529607321114, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.075668131517375, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05989038548151816, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07628482438206896, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05904652678647108, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07585204525723578, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05955751710521699, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 148, "hessian": { "down_diagonal_mean": 27.235246658325195, "gate_up_diagonal_mean": 536.2677001953125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10915949294867872, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02591686736918866, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9780473293593848, "packed_nmse_vs_bf16": 0.10930651880515421, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025970473970331417, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10945723289775351, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026093231226463794, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1092799288395914, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025937007427934405, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10925756039814878, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028301721351530803, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10923720297654164, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028333149311409858, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10917142275064527, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028368580463439104, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10932724506684141, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028271018130815437, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07593264742742108, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059167739486992804, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.07634179398225313, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059049175967560624, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07618366560585726, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05868357342913764, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07583662506424432, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05943616076229798, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 150, "hessian": { "down_diagonal_mean": 20.581697463989258, "gate_up_diagonal_mean": 486.32330322265625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11105390206723327, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02755032013806059, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11125488723104475, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027458470066111965, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11098742669901913, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027526150115405056, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.11097419262726411, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027369750192342602, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11097968949679923, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029055046043226222, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1110916433577829, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029368617467586264, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11128505270816864, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029207599165670926, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11120947593338647, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029035266800080253, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.0753342073239856, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060736306963659496, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07516950786099691, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0608890260921101, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07485779755719923, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06127479414889159, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07543929493537135, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06006135699291097, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 152, "hessian": { "down_diagonal_mean": 22.481956481933594, "gate_up_diagonal_mean": 500.67437744140625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1125331141479484, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025945081672577502, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11258526513229565, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02615388455023438, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11269264727901826, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026006720920047476, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.1125279199466815, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026325525975068383, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11257868302223573, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027889308517236915, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11248483513984138, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028038919879981965, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197949, "packed_nmse_vs_bf16": 0.11237274539967841, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027792767741532182, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11270907618457202, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027757426823544203, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07616895943393515, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059999077816483025, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07652085908776929, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05961813074538777, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07653066984783193, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05961640354751614, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07640322850888785, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05938624027161699, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 154, "hessian": { "down_diagonal_mean": 28.28423309326172, "gate_up_diagonal_mean": 510.6532287597656, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10662741255308741, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027015582047690983, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10632067295250747, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02709422504663453, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.10668797463030776, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02680231342584619, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10666298559077007, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027068424717520214, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10666865005230307, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028219809340721064, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1064704285448813, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028568712571786482, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10664575338716825, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028325677396753, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10650716709753894, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028412749290074722, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07635508879404543, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05724832404148372, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07603543028752922, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05777511339016994, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0763646230427606, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05635891863815148, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197949, "packed_nmse_vs_bf16": 0.07607242252118224, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.055383402487209445, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 156, "hessian": { "down_diagonal_mean": 28.989789962768555, "gate_up_diagonal_mean": 526.3182373046875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11051087058705363, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025166425435467033, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11034806707045915, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025355647160445118, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11063857909142273, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025430534751703034, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11056921705646724, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025511157408877636, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1106327939884923, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02716359901312732, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9780473293593848, "packed_nmse_vs_bf16": 0.11054355090753402, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02704214621587246, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11076833172208815, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02703889505023721, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11044675463527594, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02701056013642948, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07577500448121885, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06011089209656802, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07589753804806132, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05942827791032179, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07590983119597068, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0597123790017051, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.07568778887190498, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05984606104063757, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 158, "hessian": { "down_diagonal_mean": 30.790958404541016, "gate_up_diagonal_mean": 511.97528076171875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1061697813167641, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022857310090623337, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10604587603238366, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023954726083034894, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10601351371932687, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02378475993554257, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10593468316287226, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02412680386411059, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10615041598603055, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02499050263032093, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10575084156016466, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024600637106368423, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10595173282826982, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02473908567909789, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.10611247774085109, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025010994551832075, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07961145311778113, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04733211285392696, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.0790998170129963, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04845916114773105, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07835872945376192, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.051907561564078795, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07897463232581586, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04986409010250734, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 160, "hessian": { "down_diagonal_mean": 26.822879791259766, "gate_up_diagonal_mean": 505.5353088378906, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10903038006471202, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026493475947044563, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10901816028762856, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026594577059647066, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10905058551389687, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026570814147604073, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10896753930898867, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026715502728136838, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10886450230309318, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027895347749827545, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10884311834628625, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027937714605733344, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925396, "packed_nmse_vs_bf16": 0.10905396718362093, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02795866073103364, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.1089235387434038, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0276525743872, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07569772209195523, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06023056422353942, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07544058574021127, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060045276287236375, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07536576248000161, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06043761277080785, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.0752061839328782, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06008788977146888, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 162, "hessian": { "down_diagonal_mean": 26.225643157958984, "gate_up_diagonal_mean": 387.98638916015625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.109979113976943, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.012244805180409834, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11001459294216466, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.012579602211821146, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11007329858333466, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.012651230703024659, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11030611090652451, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.012306716723678815, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10983481350768312, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.014523325233129016, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10993456161169597, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.014247731561796073, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11031366506558155, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01454095208499631, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11018556362565932, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01486579977005503, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08503402421093044, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04168189179833403, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08558938683824154, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03929211181319638, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08535449947868001, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.041779226494663285, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08524365792644424, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0385631235036724, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 164, "hessian": { "down_diagonal_mean": 23.078594207763672, "gate_up_diagonal_mean": 446.7172546386719, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10938575431522853, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021691341112201366, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1095364291355663, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021357733489620917, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1095927240277274, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021712472102948632, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10957258420354242, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021457445232717656, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10943409897464708, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02328192601371705, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10939491247055702, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023792746258077358, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10964980807309585, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02400214754639965, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.10957832559330519, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024753111671207723, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07843164085515607, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04795001938527913, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07960452217071724, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.049247190928431314, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07844222057254609, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.050739745928042625, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07784011241207779, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05418882013912192, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 166, "hessian": { "down_diagonal_mean": 51.38478088378906, "gate_up_diagonal_mean": 444.8880615234375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1131425264383937, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.010305733289086884, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11342814839224617, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.009839568599237992, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11331617503381425, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.009620087296730103, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1134020942498235, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.010126561042520991, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11339633998599291, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.011700818912026057, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11340950984404445, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.011450764525338927, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11339335338436254, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01115837107736193, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11348090741507229, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.011444358506194892, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.09402808382210052, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03607517119803426, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.09425303492932414, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03680530541742657, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.09461560396719783, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03566911639232255, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.0943308348848888, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03708782951148594, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 168, "hessian": { "down_diagonal_mean": 40.10010528564453, "gate_up_diagonal_mean": 539.1520385742188, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10713563364271582, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02134418435423593, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10724992257840515, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021299967398949227, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10718410787488095, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02118158481020908, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10707717788043655, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021433455948402614, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10719286810890402, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023605155120165658, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10716659816085967, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023606136278792902, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10699903424251302, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023668891015275903, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10705528797293691, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023372573784679565, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07598261780942485, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059262050950164666, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07598927961074065, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059551477609128205, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07605278609139779, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05951650392567278, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802049, "packed_nmse_vs_bf16": 0.07613847240579522, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05945937610347076, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 170, "hessian": { "down_diagonal_mean": 25.56732940673828, "gate_up_diagonal_mean": 541.94384765625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10771758918848884, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028834106047306133, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10778829431659952, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028729283307589976, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10772218034241958, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028762010435682925, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10785838928396853, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028956334623282856, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10763505156290845, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.030172539813035262, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1075930947431516, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029906291111923434, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10783502835331098, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03030506496300728, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10777523815855004, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.030164669927859815, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07433819289943394, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06123303235956943, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07444844974255789, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.061060769110446736, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.007317556880205, "packed_nmse_vs_bf16": 0.0741640014312298, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06149221742894062, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07450483211046313, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.061016934930077316, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 172, "hessian": { "down_diagonal_mean": 40.88760757446289, "gate_up_diagonal_mean": 542.21435546875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.10907800278230548, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02018333900433469, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10935349439626882, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020637817861263116, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10924511362076873, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01970297024104666, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10908667031977017, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0210930395008483, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10939097119792607, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022052255299536, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10902945039796962, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023546774558182007, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10924383547455159, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021619201126224324, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10926806540893394, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023689270613165222, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.08258147714709453, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04709610009655301, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08107786543152827, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.050009109239971136, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08291667088374285, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04634891524004909, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08131087826561777, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.048265628486639074, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 174, "hessian": { "down_diagonal_mean": 33.43946838378906, "gate_up_diagonal_mean": 437.224609375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925396, "packed_nmse_vs_bf16": 0.11399668391586008, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.017751300845836756, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11413654974708799, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.017750515760728502, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1140533799950822, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01817540493001338, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11385834496279641, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01793184031838533, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11402276429872882, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01873461901332789, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11396340212232493, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01870429862837229, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802049, "packed_nmse_vs_bf16": 0.1140695384170554, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.019206842695790115, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11403535661140399, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01925428387623976, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08459699556385265, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04390220882453276, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.08481159438671189, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.042541398111770774, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08408588701062746, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04506398521200319, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08373468178435738, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.045953021589607845, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 176, "hessian": { "down_diagonal_mean": 17.52533721923828, "gate_up_diagonal_mean": 464.0654602050781, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10830849565548335, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02602010367596343, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10811086152815133, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026082713820461508, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10805364486514026, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02662243831313512, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10822292943059394, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026205515523435214, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10822573657137814, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028267049233696193, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10809937894874916, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028397021046991013, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10831319921205924, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028120915643259182, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10803864348139214, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028338025200280666, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07515961459258938, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06012033298423133, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07496720370261055, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060230881831641714, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07491777625564443, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06021257522877485, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07460438913215865, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06070896487933363, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 178, "hessian": { "down_diagonal_mean": 16.05072021484375, "gate_up_diagonal_mean": 437.19976806640625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11058226172046529, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022717744448183044, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11062281053159956, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022396221186200396, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11066931285986806, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02255956748058593, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11053548964876221, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02242529151514353, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11066496639528964, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0250343331112057, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11044091235559653, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024981585710594105, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11073336446586331, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02498553896772568, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11074290668745942, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02512241121672468, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07574770742105369, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05950340112637962, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.0759173488912655, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058846649345194436, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07604740980821059, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05830295957533156, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.075648934269086, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058796312067130374, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 180, "hessian": { "down_diagonal_mean": 30.87622833251953, "gate_up_diagonal_mean": 501.0283203125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10915313899139975, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0222214085952611, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10922330020635575, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022736538640426886, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10911483349201688, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022542397906942614, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1090891988592262, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022728338778347505, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10898418875367395, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02432832612920901, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10916490778315743, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024061578491252292, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10915957719107763, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024505832448719497, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10928001615876365, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024375932923227206, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07730660717428278, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05791231734920257, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07761116313852712, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056523522213199597, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07719585009117541, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0575207871125586, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.07752213078359305, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05674418101563683, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 182, "hessian": { "down_diagonal_mean": 17.735179901123047, "gate_up_diagonal_mean": 456.3795166015625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10872501087995688, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020506913705150277, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9780473293593848, "packed_nmse_vs_bf16": 0.10911777206666286, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02073899747213275, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10893801128936204, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02107145034826341, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10882647087547584, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02043466915893858, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10864042666139519, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024413438938946035, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10883011202809649, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024172555627442145, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.1086218966961688, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02412152781353318, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925396, "packed_nmse_vs_bf16": 0.10902509241028675, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02367810409036782, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.0774294962876873, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.052970077930081606, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07684612483681137, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05523778611967936, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07666485653707171, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05586781776133653, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.007317556880205, "packed_nmse_vs_bf16": 0.07763215003614447, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.051669147912763724, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 184, "hessian": { "down_diagonal_mean": 25.506242752075195, "gate_up_diagonal_mean": 478.6518859863281, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10994743384561735, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020984396016607502, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10992596835858338, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02128368834714327, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11009625444035329, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02118535156140277, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1101304352775439, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02110874259575322, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11019936954952757, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02287144024088267, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10986330004216265, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022965061572977785, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11010815637798874, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022532468211183588, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1100475602041319, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02268269391188616, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07953095835426333, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05184935343887361, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.0792594368951206, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.052566494354892725, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07937091574152744, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05152819521611258, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07929128637463147, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05188429991644511, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 186, "hessian": { "down_diagonal_mean": 25.56585693359375, "gate_up_diagonal_mean": 537.1826171875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1073301511231534, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.029849851372853668, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.10734614201406012, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.030056404384685553, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10732431458552873, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.030107018239938534, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10727399532587172, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.029919123233456423, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10723304231316204, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03206134437753207, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10727953044094561, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03199806841428389, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10708562230828739, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03215873290043762, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10715489919813376, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03229175251248401, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07546672722691865, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058700148788257876, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07451481435531708, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060650463510039505, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07460610924540381, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0602725643668574, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07477934585523692, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05967081257263105, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 188, "hessian": { "down_diagonal_mean": 19.76845932006836, "gate_up_diagonal_mean": 476.1639404296875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10946148191103171, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027330595763987515, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10920601284058956, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027193087071553945, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10928075851848995, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027206718677709334, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10944992587446836, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027435993405776127, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10932543801808182, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02871548026747159, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10935718225172528, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028572776844838554, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10933292867655868, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02907056204454339, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10929759334368182, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029040632612421742, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.0750179224466372, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05987126021470223, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07507148201866759, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058370284182958955, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07491486014603484, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06076973286208078, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07460226559082096, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06153925121092313, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 190, "hessian": { "down_diagonal_mean": 31.521896362304688, "gate_up_diagonal_mean": 502.97802734375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11395338490710386, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022857874504421494, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11407832144126642, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022778263609979373, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11394974898176786, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02298308066384019, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11383585562935304, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022868779588898748, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11411953552750376, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02407096338068616, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11398588203433563, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023943684602916966, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11394212803140986, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024006274256182195, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11394597838654134, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023942558119813585, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08022333899203862, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.049263492452674015, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802049, "packed_nmse_vs_bf16": 0.0804250838239954, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05082454464769931, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07952763121545314, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05322640756853928, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0800088925035818, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.051877490098312405, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 192, "hessian": { "down_diagonal_mean": 28.824352264404297, "gate_up_diagonal_mean": 551.675537109375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10444326228187564, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026924147785711575, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10435554155921122, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02688196979849606, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10451733200443883, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026600040665596108, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10432043700621721, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02665684830244523, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10450710607423651, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029093066077216408, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802049, "packed_nmse_vs_bf16": 0.10431406805423435, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029133637200128435, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1044575081386587, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028638576330323722, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10452220309778465, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02904689828069589, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07482285925140869, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06106600140368029, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07488946368553345, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06049574538606173, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07465745195070608, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060724342520680194, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07490508042518994, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06084638207218841, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 194, "hessian": { "down_diagonal_mean": 23.264453887939453, "gate_up_diagonal_mean": 506.272216796875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10874863149255333, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025986783496792232, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10873255114054334, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02604308883244968, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10886089723185466, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0257393523183895, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9780473293593848, "packed_nmse_vs_bf16": 0.10911113401304355, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025691614412508553, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10883028502534438, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027631748452502703, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1088319258772107, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027594254060326093, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10875013638323575, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02730928309012167, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10858171123967023, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027690903096143055, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07590841097378075, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05826736861747639, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07569655814684392, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058359668761616426, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07626859856920722, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.057310997490678396, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.07620066549164924, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05853934758656136, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 196, "hessian": { "down_diagonal_mean": 29.710277557373047, "gate_up_diagonal_mean": 495.6029052734375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11073708359804613, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025145096929222916, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11101336537048405, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02512517451664082, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11059115233865002, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025019253912220145, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11075507382719808, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024962423678872667, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11054243606606937, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026157288423975744, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11052080899590556, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026424738630278704, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11063292660922099, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02598317459380689, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11069801955851899, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02638743561791491, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07736396651261886, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.054937695141911505, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.07705546055935455, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05624271626612405, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07753902728500242, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.049497448683921745, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.07712034944458371, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05225163147754899, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 198, "hessian": { "down_diagonal_mean": 27.92388153076172, "gate_up_diagonal_mean": 490.6209716796875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11217648724510859, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025428733717309155, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11238253259059713, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025034338427855653, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11236012431452727, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025283276843122638, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11242931535022119, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02525816395187048, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11220274290837548, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02670213171233405, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11247734399366524, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026733984786816326, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11229130054199915, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02659382350705202, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11219443652353163, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02661443228119006, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07785183731474606, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05695956016124065, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07876029735877937, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.054888813816192865, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07853276070013485, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05495203343754352, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07810369941708206, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056143924161058706, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 200, "hessian": { "down_diagonal_mean": 25.785541534423828, "gate_up_diagonal_mean": 441.3177490234375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11053501439159216, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020354841778076182, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11072269191259494, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019848699676891304, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1105847331931437, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020237981527675076, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.11047854996773604, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020064910549832286, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11054170560323671, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021694798161532452, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11045848082035879, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02167295998506885, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11049589712517682, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02167475947548403, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11030950232604665, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02178396686144331, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07834951979085325, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05557501369734974, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07799768711888892, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05600347780412513, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07791661542935525, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056059876043776755, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07786196615607162, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05664597764728794, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 202, "hessian": { "down_diagonal_mean": 34.5537109375, "gate_up_diagonal_mean": 553.0960693359375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10983423762698, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02290546955958336, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10961128416547339, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023197203903016838, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10975852384328633, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023005447897498293, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10941780071279042, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023110383964785822, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10950937860357933, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024746578744418955, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10959174679780619, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02499184210067465, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10951982610479223, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02465537833679811, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10952161624481292, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024773894332268547, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07682196775316852, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05780075470253692, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07666259165160028, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05774601405229027, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07681615986437308, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.057445411484681116, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07642459789754655, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05838931840407614, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 204, "hessian": { "down_diagonal_mean": 32.743709564208984, "gate_up_diagonal_mean": 466.8216857910156, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.106673867873207, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023866317642668448, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10656656022589753, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0230674653162166, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10641015909002555, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023554757595504985, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.1066722307732287, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023067685185168534, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10634434520926893, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02716400310737418, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10644397658491767, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024998494016567174, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10658593872681811, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024828499438969365, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10641034071364433, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02657883612002131, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.0792916985131967, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04911588994425781, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470504, "packed_nmse_vs_bf16": 0.08078502476277001, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04562731724259526, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08093361161928869, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04568425078305612, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07978925775013333, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.045509318849359465, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 206, "hessian": { "down_diagonal_mean": 32.10784912109375, "gate_up_diagonal_mean": 449.3869323730469, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11203005580767746, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019642315241307527, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1121276150004184, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01965556685669857, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11211263673822758, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01946046206909672, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.11202302766641115, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019636812398776977, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.11195824582235347, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.020915979883612764, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11211579454451262, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02084785347385638, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11214486549421361, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02067745742317751, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.1118750479200354, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02118413885387238, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.08250841509945678, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04847347711118102, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.08211360822113499, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05123212079187136, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08183601362971384, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0479434299236221, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08130616922629876, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05079992874400266, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 208, "hessian": { "down_diagonal_mean": 20.72061538696289, "gate_up_diagonal_mean": 469.2313232421875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11099561995927594, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025640678157956436, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11077702116445018, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025870356193952435, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11123311176154138, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025897182926890465, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11100022727352292, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02603064267182083, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11082948149607062, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02658034005084481, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1107985752721252, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02709646172961184, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11085076307549149, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026877639701663528, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11094472905756207, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02717670154402806, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07606929826755648, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056613731098474514, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07583732978641916, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059232075585769484, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07584826202439404, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058243188788886784, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07549119907956563, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059805772243494926, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 210, "hessian": { "down_diagonal_mean": 24.11215591430664, "gate_up_diagonal_mean": 499.07391357421875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11161129902311874, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024507758143527566, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11154275536558632, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024502859557365832, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.11145520418728722, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024817657818228395, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11159373329076497, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025003862564888835, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11172453536090143, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02616248643816872, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11127826640460922, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02608601892838752, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11147342872124344, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025938979048002245, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11130818005828029, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026460934626612715, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07742628900254495, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056367147669550824, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07851623487471265, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05068157205687631, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07853545390367075, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.053099942466607104, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07765650886104353, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05364792936695461, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 212, "hessian": { "down_diagonal_mean": 18.45440673828125, "gate_up_diagonal_mean": 421.40069580078125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11348519406788908, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0237665597246221, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.1134490793004464, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024018064277953943, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11331496556833001, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023735024676745823, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.113387172706521, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02416041672753632, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11355853496934411, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02635487446816177, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11351972323617568, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0260090821253501, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11331656884190068, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026069470781299703, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11364928657428547, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02639603715541785, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07876542476952715, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.054056200279755724, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.0789544965869245, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05365672856219594, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07798873816059143, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0569715280360293, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.0780445835702337, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05658378160685084, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 214, "hessian": { "down_diagonal_mean": 24.18427276611328, "gate_up_diagonal_mean": 546.9117431640625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10864395278881767, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.030895625742503062, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10885206439786976, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.03079688187967954, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10876945012261861, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.030868556053496622, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10893995981805327, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.03089794760278843, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1086207885392606, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03233332317396495, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1087093257527443, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03215013060173006, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1087040849096233, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.031963227187153026, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10883493200707686, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03197564296378876, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07393847047252015, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06254377897409089, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07394285475192669, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0624418827072093, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07407984116913398, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.062100834249781266, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07402677196953363, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06198358332780846, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 216, "hessian": { "down_diagonal_mean": 29.0317440032959, "gate_up_diagonal_mean": 511.802001953125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10756248952181872, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026092197402079256, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10769307309807809, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026100309789910008, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1078012014821669, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025904365508459103, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10746418226771763, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025944679275574603, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10773268430833267, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02762003464524521, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10754180183503999, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027597188304777143, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9780473293593848, "packed_nmse_vs_bf16": 0.10771449612899002, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02776916120076501, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10740910744289095, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02720401065428835, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.07604963284882858, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05914805820371868, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07592531504994106, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059669750991755074, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07612503814116035, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058988516735463736, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07627870038373677, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05844059043216596, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 218, "hessian": { "down_diagonal_mean": 18.14999008178711, "gate_up_diagonal_mean": 355.87847900390625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11104568880089868, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014401103227716622, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11088915540812506, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014644025207840548, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11082810475628398, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014533102385596958, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11080228877137317, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.014187806719599403, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11100883680156708, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.015498361923827414, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11084786133772064, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.015793838837354884, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11095535418531452, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.015856011667625878, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11106955556214118, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.015507304631095072, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.08481510156722996, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.044460858125873325, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08321654250180216, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.045696914413767345, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08443489220836772, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.042924020358763734, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.084575000220307, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04413249261459788, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 220, "hessian": { "down_diagonal_mean": 25.458894729614258, "gate_up_diagonal_mean": 414.13421630859375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10966717993800498, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.017132643192512995, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10958220110978614, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01685578681013038, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10948246244700068, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016716104942808226, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10942361046934333, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016852891753807244, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10957504783770211, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.019239645411756788, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10945410183081879, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01939858650350369, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.109667854193696, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.019307088325389025, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10948198885207387, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01907163452740487, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08265677286436982, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04443311352978532, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.08185649234268526, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04746690359421458, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.0816519662637271, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03786938916473132, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08270557092347451, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.042410939819645506, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 222, "hessian": { "down_diagonal_mean": 37.7514533996582, "gate_up_diagonal_mean": 484.60150146484375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10965567023475294, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024119995413708305, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1099353218499914, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02409525025862611, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10948472265624856, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02409535784530005, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10986032996566818, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024388698816316848, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10970967481738267, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025742793765993584, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10949056311958215, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02558534835674036, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10962442407903288, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025766885516258723, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11005879640964704, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025647903882504527, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.08150819608539074, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04924061312973087, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08235878475941401, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.048053720557540154, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08240871690362568, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04686076437703751, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08261833130512282, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04775516363401763, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 224, "hessian": { "down_diagonal_mean": 19.54145622253418, "gate_up_diagonal_mean": 473.71685791015625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11119819629248696, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02638317365037299, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11100661255869365, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026922100891773316, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.110878779666509, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026575657030786782, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11095056043280876, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026546397214099616, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.11080536897560493, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02846073203621555, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11091763037084064, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02846175407016078, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11075451767266252, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028866876553556988, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11091794378906115, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02849293369770756, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07569434278893125, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05883694654542754, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07570794908731764, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05840983319002493, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07502652397578691, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06071923936027775, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07624293080383303, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05787248904804336, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 226, "hessian": { "down_diagonal_mean": 25.90999984741211, "gate_up_diagonal_mean": 467.5396728515625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11026623789202356, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023134735690874757, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9780473293593848, "packed_nmse_vs_bf16": 0.11038718756686763, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022895345707787004, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.007317556880205, "packed_nmse_vs_bf16": 0.11042057106218524, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022592411787837906, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11029589033407551, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022926086276943362, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11020978279523838, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025528103611670596, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11012067845324222, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025312729349088632, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11040206511201388, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024764341687204452, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.1101743620945598, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02462182777187642, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07827103174824096, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05143674445272987, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925397, "packed_nmse_vs_bf16": 0.0798309267903639, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04648288180596518, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08060331230710352, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04552774176666876, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07995100545671137, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04495641082167731, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 228, "hessian": { "down_diagonal_mean": 14.615409851074219, "gate_up_diagonal_mean": 452.9557189941406, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11087371854311602, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025911390227088226, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.1106217847536382, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026134208297207744, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11067050293134112, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025924811437801138, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11083438287945956, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026113470805372636, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11073815069347873, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028488137829627988, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11092051564106765, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028392397659844183, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11074415653694368, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02839778248681528, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.11090941137867256, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028387540802365392, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07464444811289604, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06128840578804812, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.074481291337176, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06179366244221937, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197949, "packed_nmse_vs_bf16": 0.07454589242597787, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0616260262601601, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0744553716586058, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06159621408091918, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 230, "hessian": { "down_diagonal_mean": 25.64788055419922, "gate_up_diagonal_mean": 504.77081298828125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11085384308381555, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02516825518402663, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11083833075750477, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02551456536139394, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11059433628144122, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02558337011201309, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11078155673486677, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025262192118836513, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11069238261570645, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027233099714416578, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11084816567852246, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02672045218119317, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11065305128535048, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02711296406995538, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.11076941467915655, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027210435243451417, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07736679739900916, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0509320049356468, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07715210645221234, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05517175406663197, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07685016770485366, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05720073392499748, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07727780995880927, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05569652380151225, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 232, "hessian": { "down_diagonal_mean": 30.789676666259766, "gate_up_diagonal_mean": 503.87548828125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10748087960523878, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026622805565612678, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10748045938113536, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026492629181100354, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10776170492279283, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02647426395755959, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10780116264601323, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026628079306252397, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.007317556880205, "packed_nmse_vs_bf16": 0.10746210022404445, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02821097295366096, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10741578337783375, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028266123627394224, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10754300271523745, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027940564873592217, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10757728769964106, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028036538789006357, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07766441345797714, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05435523915467478, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07763508323597601, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0544559381656881, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07738847091851947, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05626400847346017, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07759567832868901, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05483100413598607, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 234, "hessian": { "down_diagonal_mean": 22.13446617126465, "gate_up_diagonal_mean": 457.58953857421875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10881683707710209, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020637137122186476, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10883848712180735, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02063453234843984, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10892870599862477, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02078333168819912, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10871916666066454, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02051564313152786, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10901957727347578, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022423262522147516, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10893812680098146, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021770944489588797, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.1089058360566173, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021869407405441774, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10874080849341006, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021971481526777355, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0793085065842988, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.051114497174962824, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07950590354856545, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05227854567207414, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07957621526267504, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05326919435796873, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07900155440702762, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0542414921564484, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 236, "hessian": { "down_diagonal_mean": 26.37677764892578, "gate_up_diagonal_mean": 461.00860595703125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10995350904722306, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023849841373955075, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11009807342357215, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024204846075525865, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1099167515971971, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024554823801092744, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11018669176362537, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024166861871398566, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11017143131690114, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024523450478809453, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11008820643821002, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02538488100254094, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11001684748684382, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025435493260008133, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.1098695500169857, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025388835729031056, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07884163559472987, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.053271816677093936, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07847875442764089, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0561471998767707, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07776174823835055, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056641904746726666, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07789407409997243, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.055790256524984976, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 238, "hessian": { "down_diagonal_mean": 23.992454528808594, "gate_up_diagonal_mean": 496.49664306640625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11110003804986747, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024725128349066858, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11126533166964017, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024389579340305282, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11143005341014714, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024673344797515505, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11113077267310927, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024476809647674982, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11109530407781354, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026197877470454888, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11140003736566502, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02613014186778824, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11104256313031899, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02626902635226001, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11115717603979838, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026019547626385465, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07796238513181195, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05461791293091116, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07744281635641924, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056483962741903114, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07726337402708493, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05509670984630698, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07802544072955885, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05574122135002879, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 240, "hessian": { "down_diagonal_mean": 48.572509765625, "gate_up_diagonal_mean": 386.60931396484375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11548551567786387, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.010550690997470028, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11544884336337227, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.010623305598936005, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11547117719884445, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.010715841040299648, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11546253687024699, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.010513253566917678, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11529846412820381, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.011360587756532564, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11511531008798076, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01129669024415466, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1153982240937968, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0111988407905156, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11538786064268342, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01160141825906317, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.09333475471467378, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03748315027281988, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.09330254254318589, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03841486593629122, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.09387284530422117, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03629532951110452, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.09397099813591195, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.037650736119839386, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 242, "hessian": { "down_diagonal_mean": 26.444562911987305, "gate_up_diagonal_mean": 473.02581787109375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10824419827433084, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022675961465358614, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10849497864553172, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022583096823783684, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10851419317939684, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022506419860068412, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1084506595966326, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02232783210001361, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10839545461172291, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024398139958094273, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10803862421474032, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024087253090732577, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.108346580441636, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0239586020303333, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10818307472741598, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024208861815639103, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.0774983625169834, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05635262939357179, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07771240234975378, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056611416454461216, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07734357385827043, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.056687933149477364, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07764728525002379, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.055949264012269614, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 244, "hessian": { "down_diagonal_mean": 45.06295394897461, "gate_up_diagonal_mean": 560.2220458984375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10611116047428262, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024519213804740852, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10593636445282166, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024769972383707685, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10599687797721712, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024766429683414224, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10590739591766647, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024708641418553733, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10571183768256451, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02692417554230367, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10571947803286119, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027313166633703534, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10582157291666495, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027108255504027328, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10592603852113314, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027500100759554308, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07613912340146976, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058044093349617354, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07561142882794579, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0594570578158745, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07575207312434845, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059162252938896785, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07564879731470811, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05914852544397645, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 246, "hessian": { "down_diagonal_mean": 27.580472946166992, "gate_up_diagonal_mean": 442.374267578125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11188241640013387, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.017253620074125425, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.11155278767184547, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016537171042727655, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11171338104080651, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016839095564151526, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11174595640724024, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01713077758602935, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11153568663561034, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01880483608509563, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11189398557516998, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.018362603941066046, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.1115974037479836, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.018588043583625077, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11171623772881138, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.018694770689470473, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08086149873504533, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04728279013261129, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08264783329135617, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.03814568516428213, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08261496681454561, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.030568507712799575, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802049, "packed_nmse_vs_bf16": 0.08193547986025382, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04314946554864205, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 248, "hessian": { "down_diagonal_mean": 18.07192611694336, "gate_up_diagonal_mean": 445.0386657714844, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10999288661761246, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02459670022505994, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10996650349430455, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024546903007557193, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802049, "packed_nmse_vs_bf16": 0.11016264562283196, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024511002708668028, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11011158974791833, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024842328309495475, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10991016699502988, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026281275146165423, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925396, "packed_nmse_vs_bf16": 0.11008524414156702, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026372141572877036, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11000514948726672, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02610595688205003, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11002625948025617, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026248098658555957, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07627044892610038, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059531208500235785, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07625663271073187, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058992342448943344, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07633639007639031, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05890601111320845, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07640145255357247, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05860763889332181, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 250, "hessian": { "down_diagonal_mean": 39.957130432128906, "gate_up_diagonal_mean": 539.09423828125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10659433441405071, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022165160454672095, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10635605650931157, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02244304811845194, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10629696948372691, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022219600163718267, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.10648534547566658, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022728338369672457, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9780473293593848, "packed_nmse_vs_bf16": 0.10641475088349626, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0242355888303976, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10654339901162069, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024710597201343717, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10659610177210124, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024293001395591977, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10625663261138868, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02469250843369685, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07654256011873263, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058257042876813374, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07610051844505772, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05904168337282434, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07621850486218192, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05886264674548735, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07594429154110992, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059607686100012255, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 252, "hessian": { "down_diagonal_mean": 33.02946472167969, "gate_up_diagonal_mean": 522.7506103515625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1035310406211775, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02043471977920668, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10332748195676088, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02080470009125856, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10359349851024605, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020553426212172588, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10362992955742138, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020591794381776274, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10327436657831164, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023470831447275776, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10360797964951154, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022512984783921428, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10368606392743297, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023294574681175732, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10354040373887012, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022721479634746845, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07980152938412455, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04992674599094115, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07988986233614058, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04859934815343407, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0796076512815876, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.050081312370198305, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07919776375063262, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05043148823476963, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 254, "hessian": { "down_diagonal_mean": 16.089460372924805, "gate_up_diagonal_mean": 424.93878173828125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11333955596298481, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023220788229060832, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11328135276476912, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023437633126588444, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11320876052866667, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02335162842422388, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0129076729074602, "packed_nmse_vs_bf16": 0.11337214325850567, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023385107037447908, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11333615473298193, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025061372105725278, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11332604591041277, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024584627901388677, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11319308940426781, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024790570017013673, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11340342065019386, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02441462022486777, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866403, "packed_nmse_vs_bf16": 0.07748390063672635, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05745010053037654, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07734683984607381, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05753536487000437, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07733567783441032, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05807584576558834, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.0778503384182776, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05725661972813651, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 256, "hessian": { "down_diagonal_mean": 26.048141479492188, "gate_up_diagonal_mean": 507.8041687011719, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1095486070063079, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024340825618214178, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10942633970367531, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02411671028635717, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10945792099596756, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024496519615547, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10958867098923283, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024218212605078813, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10964414237381634, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026538722997338067, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10957057607383444, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026365609551050002, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.1094737852218934, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02650873507906572, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10935875419118678, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026243013202482252, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.07732478097013919, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.057010702746199925, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07722923727494695, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05790338580029163, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07668803393207403, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05855751409029795, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.07786995491322893, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05610238571008555, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 258, "hessian": { "down_diagonal_mean": 25.421607971191406, "gate_up_diagonal_mean": 522.7054443359375, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10845408790273631, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02557562674702686, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10846763488250301, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.026009879030039294, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10859316545384871, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.025439653195285763, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10840267144782699, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02596593079230031, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10848389347527218, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027202169489587612, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10836039790733046, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027091007836805955, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10829499614856672, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027245526533393495, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1083630576361638, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.027070392735627002, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07552274680650076, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05905619058729408, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07495318755514523, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0608917886541495, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07528223454781052, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06016822069001018, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07566169580735176, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059322918636088635, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 260, "hessian": { "down_diagonal_mean": 33.30125427246094, "gate_up_diagonal_mean": 479.9467468261719, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11148168401664385, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02056375374547307, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.111423607296873, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02101512426277957, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11169600225233295, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02069637713605527, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11153538123214482, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02063745828937064, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1115895900520488, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021726737159755042, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11141666168123934, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021479473195966596, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197949, "packed_nmse_vs_bf16": 0.11138736721414284, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021849248981094933, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11153359676610998, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021085090241531088, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197949, "packed_nmse_vs_bf16": 0.08234024599409437, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.047497714486973035, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.08224082350669963, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.048322971772231084, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.08284281958041509, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.046337705962267946, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08359913656125942, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04521465636925248, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 262, "hessian": { "down_diagonal_mean": 23.215885162353516, "gate_up_diagonal_mean": 515.0001220703125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11060390688477542, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027384259804725513, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11036920563456966, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027362030373491136, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11051730839974121, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027279462721290806, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11052358242538526, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02742577215895564, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11035315081406617, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02854664381200609, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11027236526235429, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02847648049983417, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11035118046520544, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02859329073585633, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11040072345319568, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.028611337041067723, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07526541398092179, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05988644031504226, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07466818183639279, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.061288072937634094, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07478839907301858, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06142539017554898, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.07465452016620053, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06155739096461036, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 264, "hessian": { "down_diagonal_mean": 20.827560424804688, "gate_up_diagonal_mean": 419.791015625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11362773275517012, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020974938065581077, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11353289303616837, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020706115889417658, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11358672562448649, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.020977086669477868, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802049, "packed_nmse_vs_bf16": 0.11344311640831561, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.021035838459510972, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11355978923471259, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02304315385088895, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11345087441944345, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02281153218671984, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11366789282724823, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022754302574601336, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11339550778067418, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.022336791243665638, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07821914789887142, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05421052867285001, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07864987521900789, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05398524509232992, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07886367188852253, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05436263561267299, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.0791670700020365, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05198210306122239, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 266, "hessian": { "down_diagonal_mean": 24.479190826416016, "gate_up_diagonal_mean": 476.5929260253906, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10839676621309513, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028122965482018075, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.108405697520131, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028018325460009055, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10834739677315738, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.028092716354380192, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10833227709856079, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.0281644622614715, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10821177991803557, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029679938108455255, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10799463078029195, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029910070595888384, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10821029963249791, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029733218330643612, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10852272492475319, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029954269731124628, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07608795070010854, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0594541808392156, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.0757530234688378, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060157856164686496, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.075999099774781, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058503115717013006, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07590060496054234, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059340426009224026, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 268, "hessian": { "down_diagonal_mean": 24.982860565185547, "gate_up_diagonal_mean": 433.9115295410156, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11075616895991186, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02028034962536545, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11049700316925103, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01988710879387658, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11092490811918557, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02022575295083555, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11071175196063626, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02015087815345986, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197949, "packed_nmse_vs_bf16": 0.11083874881814006, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021937328414532248, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.11086694245932587, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.021771164862676655, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11076802369828108, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02224300087466261, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11083795627843822, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0220091398666306, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07818013623329942, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05684489691036193, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9780473293593848, "packed_nmse_vs_bf16": 0.07888351029626467, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05360381647500468, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07784606813710211, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05698794795590333, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07823662388391789, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05580235214984042, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 270, "hessian": { "down_diagonal_mean": 33.86968231201172, "gate_up_diagonal_mean": 527.1817016601562, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10860833220325966, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023018808195493515, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10838928420053501, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023003727193534752, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10847564814555606, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022817642541301645, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10858589286377658, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022664669259605502, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10860029405005517, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02465880868644383, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.10841642341074893, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025108006829387262, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10871547715523279, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0247177413300371, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10865452929106503, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.024667265711853795, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07653331939383622, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.0584864727170514, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07614719438277334, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05908091712518922, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07629346144893083, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05894743845268328, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07694424163979442, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05776475612004432, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 272, "hessian": { "down_diagonal_mean": 27.97273063659668, "gate_up_diagonal_mean": 483.1158447265625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11390306519702434, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019499975408476176, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11362369580661494, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019263839858794016, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0073175568802046, "packed_nmse_vs_bf16": 0.11355267748335782, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019491172409576405, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11382296969359947, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019252909238735988, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11372590668736615, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0211613130830968, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11354609838177322, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.020912185092585786, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11347770714231145, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.020944716595447943, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11353597366249962, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02076948134950447, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08191549580449527, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.047407212799225905, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.0827238835622248, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04685596936896512, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08176563053209676, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04737615699505158, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08249492468348057, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04736875931490738, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 274, "hessian": { "down_diagonal_mean": 24.66362762451172, "gate_up_diagonal_mean": 511.43719482421875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.10829459848961207, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.029567577442744963, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10855212335853341, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.029579795669652933, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10854484050217106, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02904118982831333, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10831848189444694, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.029490277291587052, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10824386709279102, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.031389901844338715, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10844074480107742, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.031054616671138794, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10829196841341912, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.030808612348134937, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10845388409985034, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.030993496546918027, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07534185579577378, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05936986859606788, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07510851086368828, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.059560317199661754, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07591805725548098, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058448027059418366, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07579496947511441, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05783190276407385, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 276, "hessian": { "down_diagonal_mean": 30.604774475097656, "gate_up_diagonal_mean": 426.91357421875, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11087972706169986, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016840592431590255, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529497, "packed_nmse_vs_bf16": 0.11098120971471466, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016699033538324172, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11110784322835247, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.01667519909136495, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.11085811766229109, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.016853046907612655, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11077312197341167, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.018653268761317943, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11106010785113071, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.017782301774557342, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9745924476534854, "packed_nmse_vs_bf16": 0.11122271135266884, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.01813208025746674, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11101670458655681, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.018226078442414903, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470503, "packed_nmse_vs_bf16": 0.08356876873708605, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.047594813657954545, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08469474069729402, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04312605460489137, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08429782767338374, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04722627437850442, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.08289401350856633, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.047769873063585065, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 278, "hessian": { "down_diagonal_mean": 25.065650939941406, "gate_up_diagonal_mean": 474.7337341308594, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11158390844574903, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022354572866496634, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1114205440648885, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022267590434921356, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11133065902727489, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022444243609738894, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11152004597614217, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.022332620541474037, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11163119533017733, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023985296198837668, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11138463351161748, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02417050170481299, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11154750375693594, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0241660465689827, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.1114432894870816, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.023937264251320138, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07856889894095102, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05440290390083042, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07829376360041666, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.055689391120187275, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07827723880886056, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.054589054149389665, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07808151888795366, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05541054844911847, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 280, "hessian": { "down_diagonal_mean": 22.93031120300293, "gate_up_diagonal_mean": 517.1007690429688, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11034593646529425, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027657994041670058, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11040554893382673, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027683219717383543, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11036030586337905, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027499990272278667, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11041716984820121, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.027538769727371532, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.11041769449467301, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02987293155525483, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11054529425805361, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.029881656316150286, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11032408025120338, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.030163403982099567, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11017096793092879, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.03016959630799476, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07498672678828942, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06030537480261822, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07486488206205204, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06032921685341408, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07491216358449461, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06096541465230672, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07452866146269436, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06101287638884355, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 282, "hessian": { "down_diagonal_mean": 25.364707946777344, "gate_up_diagonal_mean": 436.29498291015625, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.11055016299310368, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019505083989038722, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11074798310877765, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019552761326651652, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.1111229510463139, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019261533408256395, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.11093355034586559, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.019288038806053356, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529497, "packed_nmse_vs_bf16": 0.11064943664063064, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02090675415497734, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.11053294887950005, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02140982882526325, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11076421268719654, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.020534923262469595, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.11081743113036005, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02092438587960549, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.08133307638278987, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04906404676973278, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08019567300185741, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05114612293330811, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.08264609997685862, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04895055908738436, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.08171775657283699, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.04669891298724223, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 284, "hessian": { "down_diagonal_mean": 35.58058166503906, "gate_up_diagonal_mean": 560.3611450195312, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10639918737003547, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.023045096677961317, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10607190596989075, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02350640190482127, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10640243127261047, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02319114620332666, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.10623495475274837, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02275384107235549, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10621561593358159, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02553906044960124, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10622316142544394, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025835640578973407, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10640745775032122, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025540246723480032, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.1061749535162704, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.025469906278999775, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.07613769015276844, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05960283808662769, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07579024149671548, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.060167578487946946, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.0763522978904044, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058972271618117036, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07635295260381104, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.058716310746051395, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] }, { "expert": 286, "hessian": { "down_diagonal_mean": 33.63460922241211, "gate_up_diagonal_mean": 538.0048828125, "selected_natural_routes": 8192 }, "slices": [ { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10718359499897157, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024397445532659524, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9982725591470502, "packed_nmse_vs_bf16": 0.10729037639812898, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024292590593907294, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10743076759339659, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.02435552715532832, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10714563641827271, "packed_roundtrip_relative_l2": 0.0, "projection": "gate_proj", "proxy_error": 0.024737243313848026, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10710937726524225, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.02661899901066035, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.10716781678983148, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.0262353064716362, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.10724160099904786, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026372954350337548, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.99827255914705, "packed_nmse_vs_bf16": 0.10730214082276719, "packed_roundtrip_relative_l2": 0.0, "projection": "up_proj", "proxy_error": 0.026573629144052417, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 4096, 512 ] }, { "apply_out_scales": true, "g_scale": 0.9836374453866401, "packed_nmse_vs_bf16": 0.07562619245152506, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06005025466098848, "q_fallback": false, "rank": 0, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9870923270925395, "packed_nmse_vs_bf16": 0.07574211074393802, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05982336835531769, "q_fallback": false, "rank": 1, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 1.0017274408529495, "packed_nmse_vs_bf16": 0.07601888213230804, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.05937645827257198, "q_fallback": false, "rank": 2, "source_shape_exl3": [ 512, 4096 ] }, { "apply_out_scales": true, "g_scale": 0.9926824431197947, "packed_nmse_vs_bf16": 0.07524746518833811, "packed_roundtrip_relative_l2": 0.0, "projection": "down_proj", "proxy_error": 0.06052269102321045, "q_fallback": false, "rank": 3, "source_shape_exl3": [ 512, 4096 ] } ] } ], "experts": [ 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48, 50, 52, 54, 56, 58, 60, 62, 64, 66, 68, 70, 72, 74, 76, 78, 80, 82, 84, 86, 88, 90, 92, 94, 96, 98, 100, 102, 104, 106, 108, 110, 112, 114, 116, 118, 120, 122, 124, 126, 128, 130, 132, 134, 136, 138, 140, 142, 144, 146, 148, 150, 152, 154, 156, 158, 160, 162, 164, 166, 168, 170, 172, 174, 176, 178, 180, 182, 184, 186, 188, 190, 192, 194, 196, 198, 200, 202, 204, 206, 208, 210, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 252, 254, 256, 258, 260, 262, 264, 266, 268, 270, 272, 274, 276, 278, 280, 282, 284, 286 ], "gpu": 0, "layer": 9, "physical_experts": [ 0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48, 50, 52, 54, 56, 58, 60, 62, 64, 66, 68, 70, 72, 74, 76, 78, 80, 82, 84, 86, 88, 90, 92, 94, 96, 98, 100, 102, 104, 106, 108, 110, 112, 114, 116, 118, 120, 122, 124, 126, 128, 130, 132, 134, 136, 138, 140, 142, 144, 146, 148, 150, 152, 154, 156, 158, 160, 162, 164, 166, 168, 170, 172, 174, 176, 178, 180, 182, 184, 186, 188, 190, 192, 194, 196, 198, 200, 202, 204, 206, 208, 210, 212, 214, 216, 218, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 242, 244, 246, 248, 250, 252, 254, 256, 258, 260, 262, 264, 266, 268, 270, 272, 274, 276, 278, 280, 282, 284, 286 ], "physical_tensor_count": 6912, "schema": "glm53-brandon-style-low-bpw-tail-part-v1", "selected_k": { "0": 2, "10": 2, "100": 2, "102": 2, "104": 2, "106": 2, "108": 2, "110": 2, "112": 2, "114": 2, "116": 2, "118": 2, "12": 2, "120": 2, "122": 2, "124": 2, "126": 2, "128": 2, "130": 2, "132": 2, "134": 2, "136": 2, "138": 2, "14": 2, "140": 2, "142": 2, "144": 2, "146": 2, "148": 2, "150": 2, "152": 2, "154": 2, "156": 2, "158": 2, "16": 2, "160": 2, "162": 2, "164": 2, "166": 2, "168": 2, "170": 2, "172": 2, "174": 2, "176": 2, "178": 2, "18": 2, "180": 2, "182": 2, "184": 2, "186": 2, "188": 2, "190": 2, "192": 2, "194": 2, "196": 2, "198": 2, "2": 2, "20": 2, "200": 2, "202": 2, "204": 2, "206": 2, "208": 2, "210": 2, "212": 2, "214": 2, "216": 2, "218": 2, "22": 2, "220": 2, "222": 2, "224": 2, "226": 2, "228": 2, "230": 2, "232": 2, "234": 2, "236": 2, "238": 2, "24": 2, "240": 2, "242": 2, "244": 2, "246": 2, "248": 2, "250": 2, "252": 2, "254": 2, "256": 2, "258": 2, "26": 2, "260": 2, "262": 2, "264": 2, "266": 2, "268": 2, "270": 2, "272": 2, "274": 2, "276": 2, "278": 2, "28": 2, "280": 2, "282": 2, "284": 2, "286": 2, "30": 2, "32": 2, "34": 2, "36": 2, "38": 2, "4": 2, "40": 2, "42": 2, "44": 2, "46": 2, "48": 2, "50": 2, "52": 2, "54": 2, "56": 2, "58": 2, "6": 2, "60": 2, "62": 2, "64": 2, "66": 2, "68": 2, "70": 2, "72": 2, "74": 2, "76": 2, "78": 2, "8": 2, "80": 2, "82": 2, "84": 2, "86": 2, "88": 2, "90": 2, "92": 2, "94": 2, "96": 2, "98": 2 }, "sha256": "09328716afa004c64a6c09f2bff9d880e24fae35519322dd2a769c872f34fa09", "shadow_experts_ignored": [], "source_sidecar_sha256": "82cdfc65055af371efee10055b5bcadd78977ebb6d6bab960bed4b4a4f8b327f", "state": "COMPLETE", "tensor_count": 6912, "tier": "k2-k3-tail", "variant": "2.0" }