| { |
| "layer": 8, |
| "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": 0.8733618634740414, |
| "training_tokens_seen": 13107200, |
| "adaptive_schedule": { |
| "best": 0.022436852159198863, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 40, |
| "early_drop": false |
| }, |
| "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": 38076, |
| "codebook_values": 1728512, |
| "scales_changed": 61889204, |
| "scale_values": 62226432 |
| }, |
| "initial_validation": { |
| "target_rel": 0.04702420654880084, |
| "reference_rel": 0.05778964301348422, |
| "boundary_rel": 0.04638585627448218, |
| "bulk_rel": 0.047024244479505296, |
| "boundary_rows": 24, |
| "windows": [ |
| { |
| "first_row": 8192, |
| "rows": 1024, |
| "reference_sse": 25.360563278198242, |
| "reference_energy": 16665.865234375 |
| }, |
| { |
| "first_row": 9216, |
| "rows": 1024, |
| "reference_sse": 52.18220520019531, |
| "reference_energy": 9424.6015625 |
| }, |
| { |
| "first_row": 20480, |
| "rows": 1024, |
| "reference_sse": 23.490154266357422, |
| "reference_energy": 17014.650390625 |
| }, |
| { |
| "first_row": 21504, |
| "rows": 1024, |
| "reference_sse": 53.95604705810547, |
| "reference_energy": 7933.046875 |
| }, |
| { |
| "first_row": 32768, |
| "rows": 1024, |
| "reference_sse": 69.32107543945312, |
| "reference_energy": 17646.375 |
| }, |
| { |
| "first_row": 33792, |
| "rows": 1024, |
| "reference_sse": 118.14827728271484, |
| "reference_energy": 9339.92578125 |
| }, |
| { |
| "first_row": 45056, |
| "rows": 1024, |
| "reference_sse": 41.09614562988281, |
| "reference_energy": 18077.18359375 |
| }, |
| { |
| "first_row": 46080, |
| "rows": 1024, |
| "reference_sse": 46.34862518310547, |
| "reference_energy": 16868.25 |
| }, |
| { |
| "first_row": 57344, |
| "rows": 1024, |
| "reference_sse": 27.893779754638672, |
| "reference_energy": 16997.03125 |
| }, |
| { |
| "first_row": 58368, |
| "rows": 1024, |
| "reference_sse": 40.543052673339844, |
| "reference_energy": 18222.466796875 |
| }, |
| { |
| "first_row": 69632, |
| "rows": 1024, |
| "reference_sse": 70.27786254882812, |
| "reference_energy": 18492.869140625 |
| }, |
| { |
| "first_row": 70656, |
| "rows": 1024, |
| "reference_sse": 31.254863739013672, |
| "reference_energy": 10020.529296875 |
| }, |
| { |
| "first_row": 81920, |
| "rows": 1024, |
| "reference_sse": 58.769657135009766, |
| "reference_energy": 17134.3203125 |
| }, |
| { |
| "first_row": 82944, |
| "rows": 1024, |
| "reference_sse": 37.588829040527344, |
| "reference_energy": 9445.1064453125 |
| }, |
| { |
| "first_row": 94208, |
| "rows": 1024, |
| "reference_sse": 36.15714645385742, |
| "reference_energy": 14248.6240234375 |
| }, |
| { |
| "first_row": 95232, |
| "rows": 1024, |
| "reference_sse": 24.067626953125, |
| "reference_energy": 8977.181640625 |
| } |
| ] |
| }, |
| "final_validation": { |
| "target_rel": 0.022436852159198863, |
| "reference_rel": 0.03566662817833077, |
| "boundary_rel": 0.04771740282887485, |
| "bulk_rel": 0.022434433626406475, |
| "boundary_rows": 24, |
| "windows": [ |
| { |
| "first_row": 8192, |
| "rows": 1024, |
| "reference_sse": 8.07065486907959, |
| "reference_energy": 16665.865234375 |
| }, |
| { |
| "first_row": 9216, |
| "rows": 1024, |
| "reference_sse": 26.2597713470459, |
| "reference_energy": 9424.6015625 |
| }, |
| { |
| "first_row": 20480, |
| "rows": 1024, |
| "reference_sse": 5.165682792663574, |
| "reference_energy": 17014.650390625 |
| }, |
| { |
| "first_row": 21504, |
| "rows": 1024, |
| "reference_sse": 12.783891677856445, |
| "reference_energy": 7933.046875 |
| }, |
| { |
| "first_row": 32768, |
| "rows": 1024, |
| "reference_sse": 23.913124084472656, |
| "reference_energy": 17646.375 |
| }, |
| { |
| "first_row": 33792, |
| "rows": 1024, |
| "reference_sse": 57.35923767089844, |
| "reference_energy": 9339.92578125 |
| }, |
| { |
| "first_row": 45056, |
| "rows": 1024, |
| "reference_sse": 14.446124076843262, |
| "reference_energy": 18077.18359375 |
| }, |
| { |
| "first_row": 46080, |
| "rows": 1024, |
| "reference_sse": 8.682165145874023, |
| "reference_energy": 16868.25 |
| }, |
| { |
| "first_row": 57344, |
| "rows": 1024, |
| "reference_sse": 5.251312255859375, |
| "reference_energy": 16997.03125 |
| }, |
| { |
| "first_row": 58368, |
| "rows": 1024, |
| "reference_sse": 14.036982536315918, |
| "reference_energy": 18222.466796875 |
| }, |
| { |
| "first_row": 69632, |
| "rows": 1024, |
| "reference_sse": 22.724763870239258, |
| "reference_energy": 18492.869140625 |
| }, |
| { |
| "first_row": 70656, |
| "rows": 1024, |
| "reference_sse": 12.190948486328125, |
| "reference_energy": 10020.529296875 |
| }, |
| { |
| "first_row": 81920, |
| "rows": 1024, |
| "reference_sse": 31.30605697631836, |
| "reference_energy": 17134.3203125 |
| }, |
| { |
| "first_row": 82944, |
| "rows": 1024, |
| "reference_sse": 20.928760528564453, |
| "reference_energy": 9445.1064453125 |
| }, |
| { |
| "first_row": 94208, |
| "rows": 1024, |
| "reference_sse": 15.332219123840332, |
| "reference_energy": 14248.6240234375 |
| }, |
| { |
| "first_row": 95232, |
| "rows": 1024, |
| "reference_sse": 9.691061019897461, |
| "reference_energy": 8977.181640625 |
| } |
| ] |
| }, |
| "initial_reasoning_validation": null, |
| "final_reasoning_validation": null, |
| "validation_distribution": "reasoning only", |
| "serialized_validation": { |
| "target_rel": 0.022436852159198863, |
| "reference_rel": 0.03566662817833077 |
| }, |
| "development_audit": { |
| "target_rel": 0.02725345454292949, |
| "reference_rel": 0.03913772376959049, |
| "boundary_rel": 0.07438916451915714, |
| "bulk_rel": 0.0272514960297371, |
| "boundary_rows": 10, |
| "windows": [ |
| { |
| "first_row": 10240, |
| "rows": 1024, |
| "reference_sse": 26.087448120117188, |
| "reference_energy": 17307.96875 |
| }, |
| { |
| "first_row": 11264, |
| "rows": 1024, |
| "reference_sse": 25.87978744506836, |
| "reference_energy": 18467.34765625 |
| }, |
| { |
| "first_row": 22528, |
| "rows": 1024, |
| "reference_sse": 10.040979385375977, |
| "reference_energy": 8692.2880859375 |
| }, |
| { |
| "first_row": 23552, |
| "rows": 1024, |
| "reference_sse": 17.4145450592041, |
| "reference_energy": 9584.7421875 |
| }, |
| { |
| "first_row": 34816, |
| "rows": 1024, |
| "reference_sse": 18.353212356567383, |
| "reference_energy": 17893.455078125 |
| }, |
| { |
| "first_row": 35840, |
| "rows": 1024, |
| "reference_sse": 23.657642364501953, |
| "reference_energy": 18274.505859375 |
| }, |
| { |
| "first_row": 47104, |
| "rows": 1024, |
| "reference_sse": 19.413007736206055, |
| "reference_energy": 7838.177734375 |
| }, |
| { |
| "first_row": 48128, |
| "rows": 1024, |
| "reference_sse": 7.384330749511719, |
| "reference_energy": 8560.923828125 |
| }, |
| { |
| "first_row": 59392, |
| "rows": 1024, |
| "reference_sse": 37.99439239501953, |
| "reference_energy": 19990.001953125 |
| }, |
| { |
| "first_row": 60416, |
| "rows": 1024, |
| "reference_sse": 24.30794334411621, |
| "reference_energy": 19795.83984375 |
| }, |
| { |
| "first_row": 71680, |
| "rows": 1024, |
| "reference_sse": 11.132518768310547, |
| "reference_energy": 18299.705078125 |
| }, |
| { |
| "first_row": 72704, |
| "rows": 1024, |
| "reference_sse": 18.2071533203125, |
| "reference_energy": 18043.83984375 |
| }, |
| { |
| "first_row": 83968, |
| "rows": 1024, |
| "reference_sse": 40.141845703125, |
| "reference_energy": 17913.80859375 |
| }, |
| { |
| "first_row": 84992, |
| "rows": 1024, |
| "reference_sse": 52.69612121582031, |
| "reference_energy": 9368.9521484375 |
| }, |
| { |
| "first_row": 96256, |
| "rows": 1024, |
| "reference_sse": 18.541690826416016, |
| "reference_energy": 10105.392578125 |
| }, |
| { |
| "first_row": 97280, |
| "rows": 1024, |
| "reference_sse": 13.49793815612793, |
| "reference_energy": 17987.96484375 |
| } |
| ] |
| }, |
| "initial_development_audit": { |
| "target_rel": 0.050837978643145536, |
| "reference_rel": 0.06133566338327222, |
| "boundary_rel": 0.07698221876556591, |
| "bulk_rel": 0.05083724627006522, |
| "boundary_rows": 10, |
| "windows": [ |
| { |
| "first_row": 10240, |
| "rows": 1024, |
| "reference_sse": 89.20274353027344, |
| "reference_energy": 17307.96875 |
| }, |
| { |
| "first_row": 11264, |
| "rows": 1024, |
| "reference_sse": 52.13359832763672, |
| "reference_energy": 18467.34765625 |
| }, |
| { |
| "first_row": 22528, |
| "rows": 1024, |
| "reference_sse": 23.473377227783203, |
| "reference_energy": 8692.2880859375 |
| }, |
| { |
| "first_row": 23552, |
| "rows": 1024, |
| "reference_sse": 34.31124496459961, |
| "reference_energy": 9584.7421875 |
| }, |
| { |
| "first_row": 34816, |
| "rows": 1024, |
| "reference_sse": 44.59069061279297, |
| "reference_energy": 17893.455078125 |
| }, |
| { |
| "first_row": 35840, |
| "rows": 1024, |
| "reference_sse": 49.45587158203125, |
| "reference_energy": 18274.505859375 |
| }, |
| { |
| "first_row": 47104, |
| "rows": 1024, |
| "reference_sse": 41.92925262451172, |
| "reference_energy": 7838.177734375 |
| }, |
| { |
| "first_row": 48128, |
| "rows": 1024, |
| "reference_sse": 16.921619415283203, |
| "reference_energy": 8560.923828125 |
| }, |
| { |
| "first_row": 59392, |
| "rows": 1024, |
| "reference_sse": 101.98001098632812, |
| "reference_energy": 19990.001953125 |
| }, |
| { |
| "first_row": 60416, |
| "rows": 1024, |
| "reference_sse": 83.67044067382812, |
| "reference_energy": 19795.83984375 |
| }, |
| { |
| "first_row": 71680, |
| "rows": 1024, |
| "reference_sse": 52.601539611816406, |
| "reference_energy": 18299.705078125 |
| }, |
| { |
| "first_row": 72704, |
| "rows": 1024, |
| "reference_sse": 45.3233642578125, |
| "reference_energy": 18043.83984375 |
| }, |
| { |
| "first_row": 83968, |
| "rows": 1024, |
| "reference_sse": 86.9220199584961, |
| "reference_energy": 17913.80859375 |
| }, |
| { |
| "first_row": 84992, |
| "rows": 1024, |
| "reference_sse": 85.21715545654297, |
| "reference_energy": 9368.9521484375 |
| }, |
| { |
| "first_row": 96256, |
| "rows": 1024, |
| "reference_sse": 38.93696212768555, |
| "reference_energy": 10105.392578125 |
| }, |
| { |
| "first_row": 97280, |
| "rows": 1024, |
| "reference_sse": 49.171180725097656, |
| "reference_energy": 17987.96484375 |
| } |
| ] |
| }, |
| "best_step": 40, |
| "steps_run": 50, |
| "history": [ |
| { |
| "step": 5, |
| "validation": { |
| "target_rel": 0.04653405852990013, |
| "reference_rel": 0.05732088586206723, |
| "boundary_rel": 0.0453303688273446, |
| "bulk_rel": 0.0465341306382803, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.9244370782453464, |
| "batch_loss": 0.8550161719322205, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 60.09305691719055, |
| "adaptive_schedule": { |
| "best": 0.04653405852990013, |
| "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": 1728512, |
| "scales_changed": 61318748, |
| "scale_values": 62226432 |
| } |
| }, |
| { |
| "step": 10, |
| "validation": { |
| "target_rel": 0.04153008641947366, |
| "reference_rel": 0.052798908760105234, |
| "boundary_rel": 0.0465214339434209, |
| "bulk_rel": 0.04152976187059429, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.8018641803763062, |
| "batch_loss": 0.7387198209762573, |
| "best_step": 10, |
| "overfit_checks": 0, |
| "seconds": 148.29342103004456, |
| "adaptive_schedule": { |
| "best": 0.04153008641947366, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 10, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 36796, |
| "codebook_values": 1728512, |
| "scales_changed": 61607761, |
| "scale_values": 62226432 |
| } |
| }, |
| { |
| "step": 15, |
| "validation": { |
| "target_rel": 0.037589467548408494, |
| "reference_rel": 0.04930064735192485, |
| "boundary_rel": 0.04653327622614567, |
| "bulk_rel": 0.03758885407937024, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.7087962451113929, |
| "batch_loss": 0.5256422460079193, |
| "best_step": 15, |
| "overfit_checks": 0, |
| "seconds": 202.68438243865967, |
| "adaptive_schedule": { |
| "best": 0.037589467548408494, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 15, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 40281, |
| "codebook_values": 1728512, |
| "scales_changed": 61735762, |
| "scale_values": 62226432 |
| } |
| }, |
| { |
| "step": 20, |
| "validation": { |
| "target_rel": 0.029412997935685522, |
| "reference_rel": 0.0418873883401045, |
| "boundary_rel": 0.04782245824986619, |
| "bulk_rel": 0.029411518839187814, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.5338937654347329, |
| "batch_loss": 0.35493868589401245, |
| "best_step": 20, |
| "overfit_checks": 0, |
| "seconds": 285.0366554260254, |
| "adaptive_schedule": { |
| "best": 0.029412997935685522, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 20, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 43786, |
| "codebook_values": 1728512, |
| "scales_changed": 61817500, |
| "scale_values": 62226432 |
| } |
| }, |
| { |
| "step": 25, |
| "validation": { |
| "target_rel": 0.026801441324450434, |
| "reference_rel": 0.039517046758713835, |
| "boundary_rel": 0.04796886481279709, |
| "bulk_rel": 0.026799634259676568, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.48183621619466266, |
| "batch_loss": 0.23697668686509132, |
| "best_step": 25, |
| "overfit_checks": 0, |
| "seconds": 341.3333806991577, |
| "adaptive_schedule": { |
| "best": 0.026801441324450434, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 25, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 43555, |
| "codebook_values": 1728512, |
| "scales_changed": 61867939, |
| "scale_values": 62226432 |
| } |
| }, |
| { |
| "step": 30, |
| "validation": { |
| "target_rel": 0.024820520132293366, |
| "reference_rel": 0.03761558376536494, |
| "boundary_rel": 0.04800866318947334, |
| "bulk_rel": 0.02481843846264915, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.4899083392980359, |
| "batch_loss": 0.27244932949543, |
| "best_step": 30, |
| "overfit_checks": 0, |
| "seconds": 422.452849149704, |
| "adaptive_schedule": { |
| "best": 0.024820520132293366, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 30, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 40586, |
| "codebook_values": 1728512, |
| "scales_changed": 61876108, |
| "scale_values": 62226432 |
| } |
| }, |
| { |
| "step": 35, |
| "validation": { |
| "target_rel": 0.02431323145125288, |
| "reference_rel": 0.03748639583693427, |
| "boundary_rel": 0.047691581832565735, |
| "bulk_rel": 0.024311113263209297, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.44843865211071726, |
| "batch_loss": 0.21811486408114433, |
| "best_step": 35, |
| "overfit_checks": 0, |
| "seconds": 477.30757093429565, |
| "adaptive_schedule": { |
| "best": 0.02431323145125288, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 35, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 39028, |
| "codebook_values": 1728512, |
| "scales_changed": 61885020, |
| "scale_values": 62226432 |
| } |
| }, |
| { |
| "step": 40, |
| "validation": { |
| "target_rel": 0.022436852159198863, |
| "reference_rel": 0.03566662817833077, |
| "boundary_rel": 0.04771740282887485, |
| "bulk_rel": 0.022434433626406475, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.47325628164345845, |
| "batch_loss": 0.2225656621158123, |
| "best_step": 40, |
| "overfit_checks": 0, |
| "seconds": 563.015273809433, |
| "adaptive_schedule": { |
| "best": 0.022436852159198863, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 40, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 38076, |
| "codebook_values": 1728512, |
| "scales_changed": 61889204, |
| "scale_values": 62226432 |
| } |
| }, |
| { |
| "step": 45, |
| "validation": { |
| "target_rel": 0.022636717986951604, |
| "reference_rel": 0.03612681869133782, |
| "boundary_rel": 0.0474103836219609, |
| "bulk_rel": 0.022634372594092223, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.431336208487226, |
| "batch_loss": 0.15758707374334335, |
| "best_step": 40, |
| "overfit_checks": 1, |
| "seconds": 615.652615070343, |
| "adaptive_schedule": { |
| "best": 0.022436852159198863, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 40, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 37151, |
| "codebook_values": 1728512, |
| "scales_changed": 61894876, |
| "scale_values": 62226432 |
| } |
| }, |
| { |
| "step": 50, |
| "validation": { |
| "target_rel": 0.02283226385913583, |
| "reference_rel": 0.03640090927256194, |
| "boundary_rel": 0.047266780186550374, |
| "bulk_rel": 0.022829969128288125, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.40671823570016147, |
| "batch_loss": 0.16858114302158356, |
| "best_step": 40, |
| "overfit_checks": 2, |
| "seconds": 699.6428744792938, |
| "adaptive_schedule": { |
| "best": 0.022436852159198863, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 40, |
| "early_drop": false |
| }, |
| "adaptive_stop": true, |
| "quantized_movement": { |
| "codebook_changed": 36700, |
| "codebook_values": 1728512, |
| "scales_changed": 61899733, |
| "scale_values": 62226432 |
| } |
| } |
| ], |
| "index_reassignments": [ |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 422, |
| "accepted": 345, |
| "changed_groups": 295136, |
| "training_before": 303.26629638671875, |
| "training_after": 263.00677490234375, |
| "acceptance": "proposal and separate training check batches", |
| "step": 10 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 420, |
| "accepted": 291, |
| "changed_groups": 179331, |
| "training_before": 124.20924377441406, |
| "training_after": 101.85292053222656, |
| "acceptance": "proposal and separate training check batches", |
| "step": 20 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 422, |
| "accepted": 233, |
| "changed_groups": 112099, |
| "training_before": 126.14830017089844, |
| "training_after": 90.36872863769531, |
| "acceptance": "proposal and separate training check batches", |
| "step": 30 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 422, |
| "accepted": 280, |
| "changed_groups": 121183, |
| "training_before": 102.82908630371094, |
| "training_after": 82.47763061523438, |
| "acceptance": "proposal and separate training check batches", |
| "step": 40 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 422, |
| "accepted": 180, |
| "changed_groups": 114663, |
| "training_before": 83.57954406738281, |
| "training_after": 82.01983642578125, |
| "acceptance": "proposal and separate training check batches", |
| "step": 50 |
| } |
| ], |
| "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 |
| } |
