| { |
| "layer": 9, |
| "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": 1.0, |
| "training_tokens_seen": 15007754, |
| "adaptive_schedule": { |
| "best": 0.0017143418153641949, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 58, |
| "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": 42790, |
| "codebook_values": 1572864, |
| "scales_changed": 56424136, |
| "scale_values": 56623104 |
| }, |
| "initial_validation": { |
| "target_rel": 0.004002755166792653, |
| "reference_rel": 0.007847697156768748, |
| "boundary_rel": 0.061509762438074406, |
| "bulk_rel": 0.004001885482407006, |
| "boundary_rows": 24, |
| "windows": [ |
| { |
| "first_row": 8192, |
| "rows": 1024, |
| "reference_sse": 34.92226791381836, |
| "reference_energy": 804160.875 |
| }, |
| { |
| "first_row": 9216, |
| "rows": 1024, |
| "reference_sse": 20.562305450439453, |
| "reference_energy": 387598.78125 |
| }, |
| { |
| "first_row": 20480, |
| "rows": 1024, |
| "reference_sse": 20.733619689941406, |
| "reference_energy": 801524.25 |
| }, |
| { |
| "first_row": 21504, |
| "rows": 1024, |
| "reference_sse": 34.94090270996094, |
| "reference_energy": 350748.9375 |
| }, |
| { |
| "first_row": 32768, |
| "rows": 1024, |
| "reference_sse": 25.186870574951172, |
| "reference_energy": 803871.5625 |
| }, |
| { |
| "first_row": 33792, |
| "rows": 1024, |
| "reference_sse": 48.24602508544922, |
| "reference_energy": 355032.625 |
| }, |
| { |
| "first_row": 45056, |
| "rows": 1024, |
| "reference_sse": 40.989898681640625, |
| "reference_energy": 812547.625 |
| }, |
| { |
| "first_row": 46080, |
| "rows": 1024, |
| "reference_sse": 43.02142333984375, |
| "reference_energy": 786918.0625 |
| }, |
| { |
| "first_row": 57344, |
| "rows": 1024, |
| "reference_sse": 59.279052734375, |
| "reference_energy": 810383.875 |
| }, |
| { |
| "first_row": 58368, |
| "rows": 1024, |
| "reference_sse": 21.881694793701172, |
| "reference_energy": 814145.0625 |
| }, |
| { |
| "first_row": 69632, |
| "rows": 1024, |
| "reference_sse": 40.68117141723633, |
| "reference_energy": 793180.8125 |
| }, |
| { |
| "first_row": 70656, |
| "rows": 1024, |
| "reference_sse": 25.78622055053711, |
| "reference_energy": 386021.4375 |
| }, |
| { |
| "first_row": 81920, |
| "rows": 1024, |
| "reference_sse": 31.98686408996582, |
| "reference_energy": 793907.9375 |
| }, |
| { |
| "first_row": 82944, |
| "rows": 1024, |
| "reference_sse": 35.67320251464844, |
| "reference_energy": 383489.875 |
| }, |
| { |
| "first_row": 94208, |
| "rows": 1024, |
| "reference_sse": 93.30410766601562, |
| "reference_energy": 792385.6875 |
| }, |
| { |
| "first_row": 95232, |
| "rows": 1024, |
| "reference_sse": 55.03725814819336, |
| "reference_energy": 389878.15625 |
| } |
| ] |
| }, |
| "final_validation": { |
| "target_rel": 0.0017143418153641949, |
| "reference_rel": 0.007196291531846482, |
| "boundary_rel": 0.07070850393535506, |
| "bulk_rel": 0.0017116466479756938, |
| "boundary_rows": 24, |
| "windows": [ |
| { |
| "first_row": 8192, |
| "rows": 1024, |
| "reference_sse": 18.15785789489746, |
| "reference_energy": 804160.875 |
| }, |
| { |
| "first_row": 9216, |
| "rows": 1024, |
| "reference_sse": 23.79109764099121, |
| "reference_energy": 387598.78125 |
| }, |
| { |
| "first_row": 20480, |
| "rows": 1024, |
| "reference_sse": 12.113286972045898, |
| "reference_energy": 801524.25 |
| }, |
| { |
| "first_row": 21504, |
| "rows": 1024, |
| "reference_sse": 25.17593765258789, |
| "reference_energy": 350748.9375 |
| }, |
| { |
| "first_row": 32768, |
| "rows": 1024, |
| "reference_sse": 28.884178161621094, |
| "reference_energy": 803871.5625 |
| }, |
| { |
| "first_row": 33792, |
| "rows": 1024, |
| "reference_sse": 61.08623504638672, |
| "reference_energy": 355032.625 |
| }, |
| { |
| "first_row": 45056, |
| "rows": 1024, |
| "reference_sse": 29.546993255615234, |
| "reference_energy": 812547.625 |
| }, |
| { |
| "first_row": 46080, |
| "rows": 1024, |
| "reference_sse": 25.030738830566406, |
| "reference_energy": 786918.0625 |
| }, |
| { |
| "first_row": 57344, |
| "rows": 1024, |
| "reference_sse": 35.84324645996094, |
| "reference_energy": 810383.875 |
| }, |
| { |
| "first_row": 58368, |
| "rows": 1024, |
| "reference_sse": 16.09456443786621, |
| "reference_energy": 814145.0625 |
| }, |
| { |
| "first_row": 69632, |
| "rows": 1024, |
| "reference_sse": 28.845735549926758, |
| "reference_energy": 793180.8125 |
| }, |
| { |
| "first_row": 70656, |
| "rows": 1024, |
| "reference_sse": 37.262290954589844, |
| "reference_energy": 386021.4375 |
| }, |
| { |
| "first_row": 81920, |
| "rows": 1024, |
| "reference_sse": 33.60350799560547, |
| "reference_energy": 793907.9375 |
| }, |
| { |
| "first_row": 82944, |
| "rows": 1024, |
| "reference_sse": 47.43116760253906, |
| "reference_energy": 383489.875 |
| }, |
| { |
| "first_row": 94208, |
| "rows": 1024, |
| "reference_sse": 69.95751190185547, |
| "reference_energy": 792385.6875 |
| }, |
| { |
| "first_row": 95232, |
| "rows": 1024, |
| "reference_sse": 38.806419372558594, |
| "reference_energy": 389878.15625 |
| } |
| ] |
| }, |
| "initial_reasoning_validation": null, |
| "final_reasoning_validation": null, |
| "validation_distribution": "reasoning only", |
| "serialized_validation": { |
| "target_rel": 0.0017143418153641949, |
| "reference_rel": 0.007196291531846482 |
| }, |
| "development_audit": { |
| "target_rel": 0.0023745874252370284, |
| "reference_rel": 0.008265144892648119, |
| "boundary_rel": 0.05995328049180291, |
| "bulk_rel": 0.002374085511078013, |
| "boundary_rows": 10, |
| "windows": [ |
| { |
| "first_row": 10240, |
| "rows": 1024, |
| "reference_sse": 113.94708251953125, |
| "reference_energy": 770192.1875 |
| }, |
| { |
| "first_row": 11264, |
| "rows": 1024, |
| "reference_sse": 39.007606506347656, |
| "reference_energy": 803701.3125 |
| }, |
| { |
| "first_row": 22528, |
| "rows": 1024, |
| "reference_sse": 51.65852737426758, |
| "reference_energy": 386972.75 |
| }, |
| { |
| "first_row": 23552, |
| "rows": 1024, |
| "reference_sse": 32.807708740234375, |
| "reference_energy": 381690.25 |
| }, |
| { |
| "first_row": 34816, |
| "rows": 1024, |
| "reference_sse": 43.128990173339844, |
| "reference_energy": 799304.5 |
| }, |
| { |
| "first_row": 35840, |
| "rows": 1024, |
| "reference_sse": 33.659095764160156, |
| "reference_energy": 805274.375 |
| }, |
| { |
| "first_row": 47104, |
| "rows": 1024, |
| "reference_sse": 38.32597732543945, |
| "reference_energy": 362785.65625 |
| }, |
| { |
| "first_row": 48128, |
| "rows": 1024, |
| "reference_sse": 27.858606338500977, |
| "reference_energy": 384328.8125 |
| }, |
| { |
| "first_row": 59392, |
| "rows": 1024, |
| "reference_sse": 70.59173583984375, |
| "reference_energy": 779864.125 |
| }, |
| { |
| "first_row": 60416, |
| "rows": 1024, |
| "reference_sse": 38.07927703857422, |
| "reference_energy": 788741.25 |
| }, |
| { |
| "first_row": 71680, |
| "rows": 1024, |
| "reference_sse": 18.059085845947266, |
| "reference_energy": 795885.4375 |
| }, |
| { |
| "first_row": 72704, |
| "rows": 1024, |
| "reference_sse": 24.856098175048828, |
| "reference_energy": 803725.25 |
| }, |
| { |
| "first_row": 83968, |
| "rows": 1024, |
| "reference_sse": 64.85729217529297, |
| "reference_energy": 795310.125 |
| }, |
| { |
| "first_row": 84992, |
| "rows": 1024, |
| "reference_sse": 40.47258758544922, |
| "reference_energy": 371332.0625 |
| }, |
| { |
| "first_row": 96256, |
| "rows": 1024, |
| "reference_sse": 39.55552673339844, |
| "reference_energy": 379886.78125 |
| }, |
| { |
| "first_row": 97280, |
| "rows": 1024, |
| "reference_sse": 21.03368377685547, |
| "reference_energy": 807256.25 |
| } |
| ] |
| }, |
| "initial_development_audit": { |
| "target_rel": 0.004345315409399255, |
| "reference_rel": 0.008522711084023827, |
| "boundary_rel": 0.05813530281848405, |
| "bulk_rel": 0.004345058540084184, |
| "boundary_rows": 10, |
| "windows": [ |
| { |
| "first_row": 10240, |
| "rows": 1024, |
| "reference_sse": 145.5809783935547, |
| "reference_energy": 770192.1875 |
| }, |
| { |
| "first_row": 11264, |
| "rows": 1024, |
| "reference_sse": 39.21725082397461, |
| "reference_energy": 803701.3125 |
| }, |
| { |
| "first_row": 22528, |
| "rows": 1024, |
| "reference_sse": 63.35748291015625, |
| "reference_energy": 386972.75 |
| }, |
| { |
| "first_row": 23552, |
| "rows": 1024, |
| "reference_sse": 26.335447311401367, |
| "reference_energy": 381690.25 |
| }, |
| { |
| "first_row": 34816, |
| "rows": 1024, |
| "reference_sse": 38.4190673828125, |
| "reference_energy": 799304.5 |
| }, |
| { |
| "first_row": 35840, |
| "rows": 1024, |
| "reference_sse": 35.40629959106445, |
| "reference_energy": 805274.375 |
| }, |
| { |
| "first_row": 47104, |
| "rows": 1024, |
| "reference_sse": 51.694969177246094, |
| "reference_energy": 362785.65625 |
| }, |
| { |
| "first_row": 48128, |
| "rows": 1024, |
| "reference_sse": 26.521757125854492, |
| "reference_energy": 384328.8125 |
| }, |
| { |
| "first_row": 59392, |
| "rows": 1024, |
| "reference_sse": 69.36079406738281, |
| "reference_energy": 779864.125 |
| }, |
| { |
| "first_row": 60416, |
| "rows": 1024, |
| "reference_sse": 39.60287094116211, |
| "reference_energy": 788741.25 |
| }, |
| { |
| "first_row": 71680, |
| "rows": 1024, |
| "reference_sse": 27.254257202148438, |
| "reference_energy": 795885.4375 |
| }, |
| { |
| "first_row": 72704, |
| "rows": 1024, |
| "reference_sse": 29.44096565246582, |
| "reference_energy": 803725.25 |
| }, |
| { |
| "first_row": 83968, |
| "rows": 1024, |
| "reference_sse": 57.471839904785156, |
| "reference_energy": 795310.125 |
| }, |
| { |
| "first_row": 84992, |
| "rows": 1024, |
| "reference_sse": 37.12257385253906, |
| "reference_energy": 371332.0625 |
| }, |
| { |
| "first_row": 96256, |
| "rows": 1024, |
| "reference_sse": 30.358421325683594, |
| "reference_energy": 379886.78125 |
| }, |
| { |
| "first_row": 97280, |
| "rows": 1024, |
| "reference_sse": 24.928813934326172, |
| "reference_energy": 807256.25 |
| } |
| ] |
| }, |
| "best_step": 58, |
| "steps_run": 58, |
| "history": [ |
| { |
| "step": 5, |
| "validation": { |
| "target_rel": 0.003937656359085282, |
| "reference_rel": 0.007814547666613488, |
| "boundary_rel": 0.059042852414958685, |
| "bulk_rel": 0.0039368419289431515, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.7339587054591327, |
| "batch_loss": 0.6028677523136139, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 52.77099299430847, |
| "adaptive_schedule": { |
| "best": 0.003937656359085282, |
| "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": 1572864, |
| "scales_changed": 56206342, |
| "scale_values": 56623104 |
| } |
| }, |
| { |
| "step": 10, |
| "validation": { |
| "target_rel": 0.0032310715746485747, |
| "reference_rel": 0.0076633460496507745, |
| "boundary_rel": 0.06878208634363178, |
| "bulk_rel": 0.003229721400698899, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6530018326907848, |
| "batch_loss": 0.47861727327108383, |
| "best_step": 10, |
| "overfit_checks": 0, |
| "seconds": 128.13599753379822, |
| "adaptive_schedule": { |
| "best": 0.0032310715746485747, |
| "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": 51812, |
| "codebook_values": 1572864, |
| "scales_changed": 56291054, |
| "scale_values": 56623104 |
| } |
| }, |
| { |
| "step": 15, |
| "validation": { |
| "target_rel": 0.0028736670876600046, |
| "reference_rel": 0.007639553855856615, |
| "boundary_rel": 0.06884897743218522, |
| "bulk_rel": 0.002872145263674819, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.5906243103844231, |
| "batch_loss": 0.3597025200724602, |
| "best_step": 15, |
| "overfit_checks": 0, |
| "seconds": 179.62953233718872, |
| "adaptive_schedule": { |
| "best": 0.0028736670876600046, |
| "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": 52477, |
| "codebook_values": 1572864, |
| "scales_changed": 56347258, |
| "scale_values": 56623104 |
| } |
| }, |
| { |
| "step": 20, |
| "validation": { |
| "target_rel": 0.0024056227383688596, |
| "reference_rel": 0.007457044688889073, |
| "boundary_rel": 0.07291760714216425, |
| "bulk_rel": 0.0024035819497472116, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.435814118110589, |
| "batch_loss": 0.2768351882696152, |
| "best_step": 20, |
| "overfit_checks": 0, |
| "seconds": 256.5290882587433, |
| "adaptive_schedule": { |
| "best": 0.0024056227383688596, |
| "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": 52950, |
| "codebook_values": 1572864, |
| "scales_changed": 56385892, |
| "scale_values": 56623104 |
| } |
| }, |
| { |
| "step": 25, |
| "validation": { |
| "target_rel": 0.002166447757167861, |
| "reference_rel": 0.007366516618996954, |
| "boundary_rel": 0.07357393527409804, |
| "bulk_rel": 0.002164139926883292, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.37240710338671745, |
| "batch_loss": 0.1709871105849743, |
| "best_step": 25, |
| "overfit_checks": 0, |
| "seconds": 311.2970895767212, |
| "adaptive_schedule": { |
| "best": 0.002166447757167861, |
| "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": 49877, |
| "codebook_values": 1572864, |
| "scales_changed": 56408179, |
| "scale_values": 56623104 |
| } |
| }, |
| { |
| "step": 30, |
| "validation": { |
| "target_rel": 0.001966402799689927, |
| "reference_rel": 0.007252984464391777, |
| "boundary_rel": 0.0730854426510181, |
| "bulk_rel": 0.0019638931870681977, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.3569030687971315, |
| "batch_loss": 0.13729652762413025, |
| "best_step": 30, |
| "overfit_checks": 0, |
| "seconds": 391.8604893684387, |
| "adaptive_schedule": { |
| "best": 0.001966402799689927, |
| "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": 44465, |
| "codebook_values": 1572864, |
| "scales_changed": 56412583, |
| "scale_values": 56623104 |
| } |
| }, |
| { |
| "step": 35, |
| "validation": { |
| "target_rel": 0.0019230000587304298, |
| "reference_rel": 0.007250373616292722, |
| "boundary_rel": 0.0734877782992831, |
| "bulk_rel": 0.0019204052845949182, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.3379033416544615, |
| "batch_loss": 0.13545560091733932, |
| "best_step": 35, |
| "overfit_checks": 0, |
| "seconds": 445.5093004703522, |
| "adaptive_schedule": { |
| "best": 0.0019230000587304298, |
| "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": 44856, |
| "codebook_values": 1572864, |
| "scales_changed": 56415077, |
| "scale_values": 56623104 |
| } |
| }, |
| { |
| "step": 40, |
| "validation": { |
| "target_rel": 0.0018779709867551954, |
| "reference_rel": 0.007243605123062088, |
| "boundary_rel": 0.0739943228993157, |
| "bulk_rel": 0.001875277015420343, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.3126761797102625, |
| "batch_loss": 0.11085918918251991, |
| "best_step": 40, |
| "overfit_checks": 0, |
| "seconds": 525.2880415916443, |
| "adaptive_schedule": { |
| "best": 0.0018779709867551954, |
| "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": 44332, |
| "codebook_values": 1572864, |
| "scales_changed": 56417686, |
| "scale_values": 56623104 |
| } |
| }, |
| { |
| "step": 45, |
| "validation": { |
| "target_rel": 0.0018558212607760693, |
| "reference_rel": 0.007247737782009699, |
| "boundary_rel": 0.07376033827022994, |
| "bulk_rel": 0.001853112279230368, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.30019131252235526, |
| "batch_loss": 0.11026645079255104, |
| "best_step": 45, |
| "overfit_checks": 0, |
| "seconds": 580.8863840103149, |
| "adaptive_schedule": { |
| "best": 0.0018558212607760693, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 45, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 43769, |
| "codebook_values": 1572864, |
| "scales_changed": 56419476, |
| "scale_values": 56623104 |
| } |
| }, |
| { |
| "step": 50, |
| "validation": { |
| "target_rel": 0.0019631554224228773, |
| "reference_rel": 0.007300908346255464, |
| "boundary_rel": 0.07331692990591335, |
| "bulk_rel": 0.0019606256330356323, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.2768652733313767, |
| "batch_loss": 0.10324000753462315, |
| "best_step": 45, |
| "overfit_checks": 1, |
| "seconds": 658.6767084598541, |
| "adaptive_schedule": { |
| "best": 0.0018558212607760693, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 45, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 43524, |
| "codebook_values": 1572864, |
| "scales_changed": 56420923, |
| "scale_values": 56623104 |
| } |
| }, |
| { |
| "step": 55, |
| "validation": { |
| "target_rel": 0.0017667061250628724, |
| "reference_rel": 0.007222263308795044, |
| "boundary_rel": 0.0716724126491232, |
| "bulk_rel": 0.0017640191487335456, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.27695101836147024, |
| "batch_loss": 0.09138037823140621, |
| "best_step": 55, |
| "overfit_checks": 0, |
| "seconds": 712.4069662094116, |
| "adaptive_schedule": { |
| "best": 0.0017667061250628724, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 55, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 42983, |
| "codebook_values": 1572864, |
| "scales_changed": 56423359, |
| "scale_values": 56623104 |
| } |
| }, |
| { |
| "step": 58, |
| "validation": { |
| "target_rel": 0.0017143418153641949, |
| "reference_rel": 0.007196291531846482, |
| "boundary_rel": 0.07070850393535506, |
| "bulk_rel": 0.0017116466479756938, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.284344911448838, |
| "batch_loss": 0.08058075280860066, |
| "best_step": 58, |
| "overfit_checks": 0, |
| "seconds": 738.628026008606, |
| "adaptive_schedule": { |
| "best": 0.0017143418153641949, |
| "drop_after": 25, |
| "relative_worsening": 0.001, |
| "checks": 3, |
| "patience_updates": 10, |
| "bad_checks": 0, |
| "last_best": 58, |
| "early_drop": false |
| }, |
| "adaptive_stop": false, |
| "quantized_movement": { |
| "codebook_changed": 42790, |
| "codebook_values": 1572864, |
| "scales_changed": 56424136, |
| "scale_values": 56623104 |
| } |
| } |
| ], |
| "index_reassignments": [ |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 384, |
| "accepted": 307, |
| "changed_groups": 231670, |
| "training_before": 75.44534301757812, |
| "training_after": 57.59681701660156, |
| "acceptance": "proposal and separate training check batches", |
| "step": 10 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 384, |
| "accepted": 240, |
| "changed_groups": 135745, |
| "training_before": 55.83131408691406, |
| "training_after": 42.3426513671875, |
| "acceptance": "proposal and separate training check batches", |
| "step": 20 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 384, |
| "accepted": 241, |
| "changed_groups": 101620, |
| "training_before": 26.262569427490234, |
| "training_after": 23.279735565185547, |
| "acceptance": "proposal and separate training check batches", |
| "step": 30 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 384, |
| "accepted": 230, |
| "changed_groups": 103144, |
| "training_before": 25.82607078552246, |
| "training_after": 25.160198211669922, |
| "acceptance": "proposal and separate training check batches", |
| "step": 40 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 384, |
| "accepted": 205, |
| "changed_groups": 77737, |
| "training_before": 19.190292358398438, |
| "training_after": 18.16887664794922, |
| "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 |
| } |
