| { |
| "layer": 35, |
| "cold_expert_ids": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5, |
| 7, |
| 9, |
| 10, |
| 12, |
| 14, |
| 15, |
| 16, |
| 18, |
| 19, |
| 20, |
| 21, |
| 25, |
| 26, |
| 27, |
| 28, |
| 29, |
| 30, |
| 31, |
| 32, |
| 33, |
| 35, |
| 38, |
| 39, |
| 41, |
| 42, |
| 44, |
| 45, |
| 46, |
| 48, |
| 49, |
| 50, |
| 51, |
| 52, |
| 54, |
| 55, |
| 56, |
| 58, |
| 59, |
| 60, |
| 61, |
| 62, |
| 63, |
| 64, |
| 66, |
| 67, |
| 68, |
| 70, |
| 73, |
| 74, |
| 75, |
| 76, |
| 77, |
| 79, |
| 80, |
| 81, |
| 82, |
| 84, |
| 86, |
| 87, |
| 89, |
| 91, |
| 92, |
| 93, |
| 94, |
| 95, |
| 96, |
| 97, |
| 98, |
| 101, |
| 102, |
| 104, |
| 105, |
| 106, |
| 107, |
| 110, |
| 111, |
| 113, |
| 114, |
| 115, |
| 116, |
| 118, |
| 119, |
| 124, |
| 126, |
| 130, |
| 132, |
| 133, |
| 134, |
| 136, |
| 137, |
| 139, |
| 140, |
| 141, |
| 142, |
| 143, |
| 144, |
| 145, |
| 146, |
| 148, |
| 150, |
| 153, |
| 154, |
| 156, |
| 157, |
| 158, |
| 161, |
| 162, |
| 163, |
| 164, |
| 165, |
| 166, |
| 167, |
| 168, |
| 171, |
| 172, |
| 174, |
| 175, |
| 176, |
| 178, |
| 179, |
| 182, |
| 183, |
| 184, |
| 185, |
| 186, |
| 187, |
| 190, |
| 191, |
| 193, |
| 195, |
| 196, |
| 197, |
| 200, |
| 201, |
| 202, |
| 203, |
| 205, |
| 206, |
| 207, |
| 209, |
| 213, |
| 214, |
| 215, |
| 217, |
| 219, |
| 224, |
| 225, |
| 226, |
| 228, |
| 229, |
| 231, |
| 233, |
| 234, |
| 235, |
| 236, |
| 238, |
| 239, |
| 241, |
| 246, |
| 247, |
| 249, |
| 250, |
| 251, |
| 252, |
| 253, |
| 254 |
| ], |
| "files": { |
| "w13": { |
| "file": "arvq-layer-035-gateup.safetensors", |
| "sha256": "7f0b5696c208c00c9f83b43a4d8ce65306c6981c9a20e19483f38c81a7918599" |
| }, |
| "w2": { |
| "file": "arvq-layer-035-down.safetensors", |
| "sha256": "c223891b7ecff2ec2dc5f4992d7829c90a55b86b011ef6bae664015f4b3cc0a4" |
| } |
| }, |
| "per_proj": { |
| "w13": { |
| "cb_rel_l2": 0.3402118720691417, |
| "hess_recon_rel_fro": 0.15289714219941145, |
| "diagnostic_metric": "regularized fitting Hessian; mean expert relative error for expert scope", |
| "seconds": 307.0712466239929 |
| }, |
| "w2": { |
| "cb_rel_l2": 0.34039120860319216, |
| "hess_recon_rel_fro": 0.29573318952876615, |
| "diagnostic_metric": "regularized fitting Hessian; mean expert relative error for expert scope", |
| "seconds": 102.67014408111572 |
| } |
| }, |
| "no_rotation": true, |
| "source_identity": { |
| "source": { |
| "repo": "zai-org/GLM-5.3", |
| "revision": "aca966e4e02791568aa6a4ced368624b3d897f42", |
| "meta": { |
| "kind": "block_fp8", |
| "block": [ |
| 128, |
| 128 |
| ], |
| "fmt": "e4m3" |
| }, |
| "cache": "/tmp/glm53-fp8-cold", |
| "legacy_cache_revision_unverified": true |
| }, |
| "capture_sha256": "faee666c3882cff03cfb8c42c9d30a617c5d84b08e57e331b8da21c41da8ae6e", |
| "cold_ids": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5, |
| 7, |
| 9, |
| 10, |
| 12, |
| 14, |
| 15, |
| 16, |
| 18, |
| 19, |
| 20, |
| 21, |
| 25, |
| 26, |
| 27, |
| 28, |
| 29, |
| 30, |
| 31, |
| 32, |
| 33, |
| 35, |
| 38, |
| 39, |
| 41, |
| 42, |
| 44, |
| 45, |
| 46, |
| 48, |
| 49, |
| 50, |
| 51, |
| 52, |
| 54, |
| 55, |
| 56, |
| 58, |
| 59, |
| 60, |
| 61, |
| 62, |
| 63, |
| 64, |
| 66, |
| 67, |
| 68, |
| 70, |
| 73, |
| 74, |
| 75, |
| 76, |
| 77, |
| 79, |
| 80, |
| 81, |
| 82, |
| 84, |
| 86, |
| 87, |
| 89, |
| 91, |
| 92, |
| 93, |
| 94, |
| 95, |
| 96, |
| 97, |
| 98, |
| 101, |
| 102, |
| 104, |
| 105, |
| 106, |
| 107, |
| 110, |
| 111, |
| 113, |
| 114, |
| 115, |
| 116, |
| 118, |
| 119, |
| 124, |
| 126, |
| 130, |
| 132, |
| 133, |
| 134, |
| 136, |
| 137, |
| 139, |
| 140, |
| 141, |
| 142, |
| 143, |
| 144, |
| 145, |
| 146, |
| 148, |
| 150, |
| 153, |
| 154, |
| 156, |
| 157, |
| 158, |
| 161, |
| 162, |
| 163, |
| 164, |
| 165, |
| 166, |
| 167, |
| 168, |
| 171, |
| 172, |
| 174, |
| 175, |
| 176, |
| 178, |
| 179, |
| 182, |
| 183, |
| 184, |
| 185, |
| 186, |
| 187, |
| 190, |
| 191, |
| 193, |
| 195, |
| 196, |
| 197, |
| 200, |
| 201, |
| 202, |
| 203, |
| 205, |
| 206, |
| 207, |
| 209, |
| 213, |
| 214, |
| 215, |
| 217, |
| 219, |
| 224, |
| 225, |
| 226, |
| 228, |
| 229, |
| 231, |
| 233, |
| 234, |
| 235, |
| 236, |
| 238, |
| 239, |
| 241, |
| 246, |
| 247, |
| 249, |
| 250, |
| 251, |
| 252, |
| 253, |
| 254 |
| ], |
| "encoder_sha256": "6c20c56fc7a308724ab4faf4174c4e8e32cba5a43c3fccd3f3e6d4da1f0b583e", |
| "settings": { |
| "cb_iters": 8, |
| "sweep_passes": 2, |
| "refine": 1, |
| "col_block": 128, |
| "codebook_scope": "expert" |
| } |
| }, |
| "format": "rvq256_256x8_expert_fp16block", |
| "fit": "sequential same_input-trajectory gradient PV; recipe=full_corpus_sequence_pass_v1; updates=30", |
| "pv_report": { |
| "layer": 35, |
| "target": "same_input", |
| "recipe": "full_corpus_sequence_pass_v1", |
| "block_scale_dtype": "fp16", |
| "batch_tokens": 262144, |
| "sequence_order_sha256": "5e0ef183802009d0483fe37a60f5acd49dd99218130e0c952f097fa473d863bf", |
| "training_sequence_count": 14657, |
| "training_passes": 0.5240171180844249, |
| "training_tokens_seen": 7864320, |
| "adaptive_schedule": { |
| "best": 0.02849563835939984, |
| "drop_after": 20, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 3, |
| "last_best": 5, |
| "early_drop": true |
| }, |
| "refinement": null, |
| "lr_decay_after": 25, |
| "lr_decay_factor": 0.25, |
| "export_only": false, |
| "training_output_export": "fixed validation/audit outputs only; full training trajectory export not performed", |
| "codebook_lr": 0.048, |
| "scale_lr": 0.032, |
| "quantized_movement": { |
| "codebook_changed": 0, |
| "codebook_values": 1409024, |
| "scales_changed": 50493027, |
| "scale_values": 50724864 |
| }, |
| "initial_validation": { |
| "target_rel": 0.029266221910807237, |
| "reference_rel": 0.16476836765830774, |
| "boundary_rel": 0.1120608364308921, |
| "bulk_rel": 0.029246275520115477, |
| "boundary_rows": 24, |
| "windows": [ |
| { |
| "first_row": 8192, |
| "rows": 1024, |
| "reference_sse": 21218.3515625, |
| "reference_energy": 3139992.75 |
| }, |
| { |
| "first_row": 9216, |
| "rows": 1024, |
| "reference_sse": 24158.60546875, |
| "reference_energy": 1687772.75 |
| }, |
| { |
| "first_row": 20480, |
| "rows": 1024, |
| "reference_sse": 25339.09375, |
| "reference_energy": 3113333.0 |
| }, |
| { |
| "first_row": 21504, |
| "rows": 1024, |
| "reference_sse": 25983.357421875, |
| "reference_energy": 1524951.0 |
| }, |
| { |
| "first_row": 32768, |
| "rows": 1024, |
| "reference_sse": 204111.03125, |
| "reference_energy": 3087050.75 |
| }, |
| { |
| "first_row": 33792, |
| "rows": 1024, |
| "reference_sse": 137380.09375, |
| "reference_energy": 1565097.0 |
| }, |
| { |
| "first_row": 45056, |
| "rows": 1024, |
| "reference_sse": 246505.03125, |
| "reference_energy": 3137196.5 |
| }, |
| { |
| "first_row": 46080, |
| "rows": 1024, |
| "reference_sse": 26694.49609375, |
| "reference_energy": 3049391.0 |
| }, |
| { |
| "first_row": 57344, |
| "rows": 1024, |
| "reference_sse": 232124.84375, |
| "reference_energy": 3157107.5 |
| }, |
| { |
| "first_row": 58368, |
| "rows": 1024, |
| "reference_sse": 19151.27734375, |
| "reference_energy": 3152190.0 |
| }, |
| { |
| "first_row": 69632, |
| "rows": 1024, |
| "reference_sse": 23062.47265625, |
| "reference_energy": 3038328.75 |
| }, |
| { |
| "first_row": 70656, |
| "rows": 1024, |
| "reference_sse": 24608.90625, |
| "reference_energy": 1629084.25 |
| }, |
| { |
| "first_row": 81920, |
| "rows": 1024, |
| "reference_sse": 27739.814453125, |
| "reference_energy": 3122469.25 |
| }, |
| { |
| "first_row": 82944, |
| "rows": 1024, |
| "reference_sse": 26569.50390625, |
| "reference_energy": 1675059.375 |
| }, |
| { |
| "first_row": 94208, |
| "rows": 1024, |
| "reference_sse": 24832.4609375, |
| "reference_energy": 3036743.25 |
| }, |
| { |
| "first_row": 95232, |
| "rows": 1024, |
| "reference_sse": 17432.7421875, |
| "reference_energy": 1656555.25 |
| } |
| ] |
| }, |
| "final_validation": { |
| "target_rel": 0.02849563835939984, |
| "reference_rel": 0.16479098785389315, |
| "boundary_rel": 0.10800589277926426, |
| "bulk_rel": 0.028476637293866694, |
| "boundary_rows": 24, |
| "windows": [ |
| { |
| "first_row": 8192, |
| "rows": 1024, |
| "reference_sse": 21158.55859375, |
| "reference_energy": 3139992.75 |
| }, |
| { |
| "first_row": 9216, |
| "rows": 1024, |
| "reference_sse": 24246.3359375, |
| "reference_energy": 1687772.75 |
| }, |
| { |
| "first_row": 20480, |
| "rows": 1024, |
| "reference_sse": 25347.69921875, |
| "reference_energy": 3113333.0 |
| }, |
| { |
| "first_row": 21504, |
| "rows": 1024, |
| "reference_sse": 26024.30859375, |
| "reference_energy": 1524951.0 |
| }, |
| { |
| "first_row": 32768, |
| "rows": 1024, |
| "reference_sse": 204101.921875, |
| "reference_energy": 3087050.75 |
| }, |
| { |
| "first_row": 33792, |
| "rows": 1024, |
| "reference_sse": 137452.625, |
| "reference_energy": 1565097.0 |
| }, |
| { |
| "first_row": 45056, |
| "rows": 1024, |
| "reference_sse": 246520.375, |
| "reference_energy": 3137196.5 |
| }, |
| { |
| "first_row": 46080, |
| "rows": 1024, |
| "reference_sse": 26678.18359375, |
| "reference_energy": 3049391.0 |
| }, |
| { |
| "first_row": 57344, |
| "rows": 1024, |
| "reference_sse": 232148.25, |
| "reference_energy": 3157107.5 |
| }, |
| { |
| "first_row": 58368, |
| "rows": 1024, |
| "reference_sse": 19168.8984375, |
| "reference_energy": 3152190.0 |
| }, |
| { |
| "first_row": 69632, |
| "rows": 1024, |
| "reference_sse": 23076.015625, |
| "reference_energy": 3038328.75 |
| }, |
| { |
| "first_row": 70656, |
| "rows": 1024, |
| "reference_sse": 24662.53125, |
| "reference_energy": 1629084.25 |
| }, |
| { |
| "first_row": 81920, |
| "rows": 1024, |
| "reference_sse": 27776.859375, |
| "reference_energy": 3122469.25 |
| }, |
| { |
| "first_row": 82944, |
| "rows": 1024, |
| "reference_sse": 26642.375, |
| "reference_energy": 1675059.375 |
| }, |
| { |
| "first_row": 94208, |
| "rows": 1024, |
| "reference_sse": 24850.94140625, |
| "reference_energy": 3036743.25 |
| }, |
| { |
| "first_row": 95232, |
| "rows": 1024, |
| "reference_sse": 17360.1484375, |
| "reference_energy": 1656555.25 |
| } |
| ] |
| }, |
| "initial_reasoning_validation": null, |
| "final_reasoning_validation": null, |
| "validation_distribution": "reasoning only", |
| "serialized_validation": { |
| "target_rel": 0.02849563835939984, |
| "reference_rel": 0.16479098785389315 |
| }, |
| "development_audit": { |
| "target_rel": 0.040149377180310336, |
| "reference_rel": 0.16536760698887007, |
| "boundary_rel": 0.07044329755647612, |
| "bulk_rel": 0.04014763199195061, |
| "boundary_rows": 10, |
| "windows": [ |
| { |
| "first_row": 10240, |
| "rows": 1024, |
| "reference_sse": 47974.4609375, |
| "reference_energy": 3019858.75 |
| }, |
| { |
| "first_row": 11264, |
| "rows": 1024, |
| "reference_sse": 58836.02734375, |
| "reference_energy": 3150361.0 |
| }, |
| { |
| "first_row": 22528, |
| "rows": 1024, |
| "reference_sse": 177492.0625, |
| "reference_energy": 1730219.125 |
| }, |
| { |
| "first_row": 23552, |
| "rows": 1024, |
| "reference_sse": 60269.37890625, |
| "reference_energy": 1625292.0 |
| }, |
| { |
| "first_row": 34816, |
| "rows": 1024, |
| "reference_sse": 43394.2734375, |
| "reference_energy": 3205409.5 |
| }, |
| { |
| "first_row": 35840, |
| "rows": 1024, |
| "reference_sse": 44404.9140625, |
| "reference_energy": 3209256.25 |
| }, |
| { |
| "first_row": 47104, |
| "rows": 1024, |
| "reference_sse": 45414.1171875, |
| "reference_energy": 1626053.0 |
| }, |
| { |
| "first_row": 48128, |
| "rows": 1024, |
| "reference_sse": 157990.015625, |
| "reference_energy": 1671071.125 |
| }, |
| { |
| "first_row": 59392, |
| "rows": 1024, |
| "reference_sse": 50111.73828125, |
| "reference_energy": 3108117.5 |
| }, |
| { |
| "first_row": 60416, |
| "rows": 1024, |
| "reference_sse": 58762.80859375, |
| "reference_energy": 3030312.0 |
| }, |
| { |
| "first_row": 71680, |
| "rows": 1024, |
| "reference_sse": 49969.34375, |
| "reference_energy": 3154084.5 |
| }, |
| { |
| "first_row": 72704, |
| "rows": 1024, |
| "reference_sse": 78229.46875, |
| "reference_energy": 3066823.5 |
| }, |
| { |
| "first_row": 83968, |
| "rows": 1024, |
| "reference_sse": 58010.77734375, |
| "reference_energy": 3080214.25 |
| }, |
| { |
| "first_row": 84992, |
| "rows": 1024, |
| "reference_sse": 75209.5546875, |
| "reference_energy": 1557737.75 |
| }, |
| { |
| "first_row": 96256, |
| "rows": 1024, |
| "reference_sse": 59765.359375, |
| "reference_energy": 1670241.125 |
| }, |
| { |
| "first_row": 97280, |
| "rows": 1024, |
| "reference_sse": 56282.4140625, |
| "reference_energy": 3128315.0 |
| } |
| ] |
| }, |
| "initial_development_audit": { |
| "target_rel": 0.040918401376339085, |
| "reference_rel": 0.16543324492189035, |
| "boundary_rel": 0.07173216013212147, |
| "bulk_rel": 0.04091662721607539, |
| "boundary_rows": 10, |
| "windows": [ |
| { |
| "first_row": 10240, |
| "rows": 1024, |
| "reference_sse": 48014.08203125, |
| "reference_energy": 3019858.75 |
| }, |
| { |
| "first_row": 11264, |
| "rows": 1024, |
| "reference_sse": 58864.12109375, |
| "reference_energy": 3150361.0 |
| }, |
| { |
| "first_row": 22528, |
| "rows": 1024, |
| "reference_sse": 177614.03125, |
| "reference_energy": 1730219.125 |
| }, |
| { |
| "first_row": 23552, |
| "rows": 1024, |
| "reference_sse": 60339.53515625, |
| "reference_energy": 1625292.0 |
| }, |
| { |
| "first_row": 34816, |
| "rows": 1024, |
| "reference_sse": 43536.65625, |
| "reference_energy": 3205409.5 |
| }, |
| { |
| "first_row": 35840, |
| "rows": 1024, |
| "reference_sse": 44514.58203125, |
| "reference_energy": 3209256.25 |
| }, |
| { |
| "first_row": 47104, |
| "rows": 1024, |
| "reference_sse": 45571.5078125, |
| "reference_energy": 1626053.0 |
| }, |
| { |
| "first_row": 48128, |
| "rows": 1024, |
| "reference_sse": 157966.5, |
| "reference_energy": 1671071.125 |
| }, |
| { |
| "first_row": 59392, |
| "rows": 1024, |
| "reference_sse": 50233.1171875, |
| "reference_energy": 3108117.5 |
| }, |
| { |
| "first_row": 60416, |
| "rows": 1024, |
| "reference_sse": 58757.12890625, |
| "reference_energy": 3030312.0 |
| }, |
| { |
| "first_row": 71680, |
| "rows": 1024, |
| "reference_sse": 50067.578125, |
| "reference_energy": 3154084.5 |
| }, |
| { |
| "first_row": 72704, |
| "rows": 1024, |
| "reference_sse": 78257.1953125, |
| "reference_energy": 3066823.5 |
| }, |
| { |
| "first_row": 83968, |
| "rows": 1024, |
| "reference_sse": 57980.5390625, |
| "reference_energy": 3080214.25 |
| }, |
| { |
| "first_row": 84992, |
| "rows": 1024, |
| "reference_sse": 75183.234375, |
| "reference_energy": 1557737.75 |
| }, |
| { |
| "first_row": 96256, |
| "rows": 1024, |
| "reference_sse": 59806.25, |
| "reference_energy": 1670241.125 |
| }, |
| { |
| "first_row": 97280, |
| "rows": 1024, |
| "reference_sse": 56301.6171875, |
| "reference_energy": 3128315.0 |
| } |
| ] |
| }, |
| "best_step": 5, |
| "steps_run": 30, |
| "history": [ |
| { |
| "step": 5, |
| "validation": { |
| "target_rel": 0.02849563835939984, |
| "reference_rel": 0.16479098785389315, |
| "boundary_rel": 0.10800589277926426, |
| "bulk_rel": 0.028476637293866694, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.602391648366982, |
| "batch_loss": 0.3622738718986511, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 46.85154962539673, |
| "adaptive_schedule": { |
| "best": 0.02849563835939984, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 5, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 0, |
| "codebook_values": 1409024, |
| "scales_changed": 50493027, |
| "scale_values": 50724864 |
| } |
| }, |
| { |
| "step": 10, |
| "validation": { |
| "target_rel": 0.02927163529112008, |
| "reference_rel": 0.1647707651507903, |
| "boundary_rel": 0.11108883070283457, |
| "bulk_rel": 0.029252063304800697, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.616346548371627, |
| "batch_loss": 0.38456278294324875, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 108.84766674041748, |
| "adaptive_schedule": { |
| "best": 0.02849563835939984, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 1, |
| "last_best": 5, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 54062, |
| "codebook_values": 1409024, |
| "scales_changed": 50539304, |
| "scale_values": 50724864 |
| } |
| }, |
| { |
| "step": 15, |
| "validation": { |
| "target_rel": 0.029179424880029246, |
| "reference_rel": 0.16485390718037976, |
| "boundary_rel": 0.11052120642098445, |
| "bulk_rel": 0.02915999669190729, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6154195652215628, |
| "batch_loss": 0.3606656417250633, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 152.8002450466156, |
| "adaptive_schedule": { |
| "best": 0.02849563835939984, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 2, |
| "last_best": 5, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 44624, |
| "codebook_values": 1409024, |
| "scales_changed": 50564877, |
| "scale_values": 50724864 |
| } |
| }, |
| { |
| "step": 20, |
| "validation": { |
| "target_rel": 0.02913770746478819, |
| "reference_rel": 0.16483843395430373, |
| "boundary_rel": 0.1100336438070281, |
| "bulk_rel": 0.02911843111721929, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6169653650144625, |
| "batch_loss": 0.3657387048006058, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 221.00331497192383, |
| "adaptive_schedule": { |
| "best": 0.02849563835939984, |
| "drop_after": 20, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 3, |
| "last_best": 5, |
| "early_drop": true |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 45792, |
| "codebook_values": 1409024, |
| "scales_changed": 50579493, |
| "scale_values": 50724864 |
| } |
| }, |
| { |
| "step": 25, |
| "validation": { |
| "target_rel": 0.028814400654551944, |
| "reference_rel": 0.16477370887439094, |
| "boundary_rel": 0.1087459047346287, |
| "bulk_rel": 0.028795363575728337, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6108597204587167, |
| "batch_loss": 0.37378307431936264, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 265.6826956272125, |
| "adaptive_schedule": { |
| "best": 0.02849563835939984, |
| "drop_after": 20, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 3, |
| "last_best": 5, |
| "early_drop": true |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 23779, |
| "codebook_values": 1409024, |
| "scales_changed": 50581164, |
| "scale_values": 50724864 |
| } |
| }, |
| { |
| "step": 30, |
| "validation": { |
| "target_rel": 0.02891115518420907, |
| "reference_rel": 0.16480628517781698, |
| "boundary_rel": 0.10918264828839275, |
| "bulk_rel": 0.028892027833625294, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6123996492351669, |
| "batch_loss": 0.3500177040696144, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 331.3405532836914, |
| "adaptive_schedule": { |
| "best": 0.02849563835939984, |
| "drop_after": 20, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 3, |
| "last_best": 5, |
| "early_drop": true |
| }, |
| "adaptive_stop": true, |
| "quantized_movement": { |
| "codebook_changed": 34139, |
| "codebook_values": 1409024, |
| "scales_changed": 50581802, |
| "scale_values": 50724864 |
| } |
| } |
| ], |
| "index_reassignments": [ |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 336, |
| "accepted": 302, |
| "changed_groups": 556149, |
| "training_before": 15475.400390625, |
| "training_after": 15161.5986328125, |
| "acceptance": "proposal and separate training check batches", |
| "step": 10 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 336, |
| "accepted": 282, |
| "changed_groups": 415856, |
| "training_before": 14455.3251953125, |
| "training_after": 14217.6181640625, |
| "acceptance": "proposal and separate training check batches", |
| "step": 20 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 332, |
| "accepted": 287, |
| "changed_groups": 384714, |
| "training_before": 14098.5966796875, |
| "training_after": 13865.5, |
| "acceptance": "proposal and separate training check batches", |
| "step": 30 |
| } |
| ], |
| "coverage_threshold": 256, |
| "checkpoint_selection": "held-out original reference trajectory for both arms", |
| "world_size": 8, |
| "microbatch": 65536, |
| "proposal_communication": "sparse routed rows", |
| "parallelism": "expert-sharded coupled output", |
| "arithmetic": "fp4_planes4_fp16_boundaries_v1", |
| "scope": "text-only, cached prompt partitions; historical audit is development only", |
| "train_rows": 15007754, |
| "validation_rows": 16384, |
| "audit_rows": 16384, |
| "complete": true |
| }, |
| "version": 4, |
| "block_scale_dtype": "float16", |
| "codebook_scope": "expert", |
| "bits": 2.125, |
| "codebook_sizes": [ |
| 256, |
| 256 |
| ], |
| "index_bits": [ |
| 8, |
| 8 |
| ], |
| "words_per_tile": 64, |
| "production_ready": true, |
| "roundtrip": "all expert indices exact; 3 decoded weights/projection exact", |
| "requires_8x8_loader_kernel": true, |
| "production_gate": "sm120 smoke+speed 2026-09-22: coherence PASS; code 128.5 / prose 90.5 / count 140.6 / pangram 138.2 tok/s single-stream (MTP ns=3, tok/step 2.51-3.97); image glm53-arvq-sm120:v4v5-d7ada6d-20260922 @ 950K ctx" |
| } |
