| { |
| "layer": 23, |
| "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": 0.011060020056539258, |
| "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": 1392640, |
| "scales_changed": 49935851, |
| "scale_values": 50135040 |
| }, |
| "initial_validation": { |
| "target_rel": 0.011749944646918812, |
| "reference_rel": 0.029283724797321154, |
| "boundary_rel": 0.0731248958168883, |
| "bulk_rel": 0.011741583757974572, |
| "boundary_rows": 24, |
| "windows": [ |
| { |
| "first_row": 8192, |
| "rows": 1024, |
| "reference_sse": 894.4317016601562, |
| "reference_energy": 1085578.25 |
| }, |
| { |
| "first_row": 9216, |
| "rows": 1024, |
| "reference_sse": 569.1326904296875, |
| "reference_energy": 538197.3125 |
| }, |
| { |
| "first_row": 20480, |
| "rows": 1024, |
| "reference_sse": 842.360107421875, |
| "reference_energy": 1076462.5 |
| }, |
| { |
| "first_row": 21504, |
| "rows": 1024, |
| "reference_sse": 678.3796997070312, |
| "reference_energy": 498354.4375 |
| }, |
| { |
| "first_row": 32768, |
| "rows": 1024, |
| "reference_sse": 572.0128784179688, |
| "reference_energy": 1074920.75 |
| }, |
| { |
| "first_row": 33792, |
| "rows": 1024, |
| "reference_sse": 600.3458251953125, |
| "reference_energy": 501460.375 |
| }, |
| { |
| "first_row": 45056, |
| "rows": 1024, |
| "reference_sse": 719.423828125, |
| "reference_energy": 1089129.125 |
| }, |
| { |
| "first_row": 46080, |
| "rows": 1024, |
| "reference_sse": 870.0697021484375, |
| "reference_energy": 1061177.625 |
| }, |
| { |
| "first_row": 57344, |
| "rows": 1024, |
| "reference_sse": 1140.80322265625, |
| "reference_energy": 1085762.5 |
| }, |
| { |
| "first_row": 58368, |
| "rows": 1024, |
| "reference_sse": 585.3572387695312, |
| "reference_energy": 1092716.375 |
| }, |
| { |
| "first_row": 69632, |
| "rows": 1024, |
| "reference_sse": 609.291015625, |
| "reference_energy": 1069011.5 |
| }, |
| { |
| "first_row": 70656, |
| "rows": 1024, |
| "reference_sse": 697.353515625, |
| "reference_energy": 538958.375 |
| }, |
| { |
| "first_row": 81920, |
| "rows": 1024, |
| "reference_sse": 775.162353515625, |
| "reference_energy": 1069505.625 |
| }, |
| { |
| "first_row": 82944, |
| "rows": 1024, |
| "reference_sse": 765.663330078125, |
| "reference_energy": 534928.6875 |
| }, |
| { |
| "first_row": 94208, |
| "rows": 1024, |
| "reference_sse": 742.5716552734375, |
| "reference_energy": 1066832.5 |
| }, |
| { |
| "first_row": 95232, |
| "rows": 1024, |
| "reference_sse": 884.555419921875, |
| "reference_energy": 548671.875 |
| } |
| ] |
| }, |
| "final_validation": { |
| "target_rel": 0.011060020056539258, |
| "reference_rel": 0.028937632045710034, |
| "boundary_rel": 0.07094556342255678, |
| "bulk_rel": 0.011051646210932922, |
| "boundary_rows": 24, |
| "windows": [ |
| { |
| "first_row": 8192, |
| "rows": 1024, |
| "reference_sse": 885.7079467773438, |
| "reference_energy": 1085578.25 |
| }, |
| { |
| "first_row": 9216, |
| "rows": 1024, |
| "reference_sse": 562.691162109375, |
| "reference_energy": 538197.3125 |
| }, |
| { |
| "first_row": 20480, |
| "rows": 1024, |
| "reference_sse": 797.6419677734375, |
| "reference_energy": 1076462.5 |
| }, |
| { |
| "first_row": 21504, |
| "rows": 1024, |
| "reference_sse": 661.4066772460938, |
| "reference_energy": 498354.4375 |
| }, |
| { |
| "first_row": 32768, |
| "rows": 1024, |
| "reference_sse": 566.7025146484375, |
| "reference_energy": 1074920.75 |
| }, |
| { |
| "first_row": 33792, |
| "rows": 1024, |
| "reference_sse": 580.9669189453125, |
| "reference_energy": 501460.375 |
| }, |
| { |
| "first_row": 45056, |
| "rows": 1024, |
| "reference_sse": 687.549560546875, |
| "reference_energy": 1089129.125 |
| }, |
| { |
| "first_row": 46080, |
| "rows": 1024, |
| "reference_sse": 866.6743774414062, |
| "reference_energy": 1061177.625 |
| }, |
| { |
| "first_row": 57344, |
| "rows": 1024, |
| "reference_sse": 1088.828125, |
| "reference_energy": 1085762.5 |
| }, |
| { |
| "first_row": 58368, |
| "rows": 1024, |
| "reference_sse": 577.880615234375, |
| "reference_energy": 1092716.375 |
| }, |
| { |
| "first_row": 69632, |
| "rows": 1024, |
| "reference_sse": 604.1815185546875, |
| "reference_energy": 1069011.5 |
| }, |
| { |
| "first_row": 70656, |
| "rows": 1024, |
| "reference_sse": 673.1719970703125, |
| "reference_energy": 538958.375 |
| }, |
| { |
| "first_row": 81920, |
| "rows": 1024, |
| "reference_sse": 765.7193603515625, |
| "reference_energy": 1069505.625 |
| }, |
| { |
| "first_row": 82944, |
| "rows": 1024, |
| "reference_sse": 742.4383544921875, |
| "reference_energy": 534928.6875 |
| }, |
| { |
| "first_row": 94208, |
| "rows": 1024, |
| "reference_sse": 728.0303955078125, |
| "reference_energy": 1066832.5 |
| }, |
| { |
| "first_row": 95232, |
| "rows": 1024, |
| "reference_sse": 876.5997314453125, |
| "reference_energy": 548671.875 |
| } |
| ] |
| }, |
| "initial_reasoning_validation": null, |
| "final_reasoning_validation": null, |
| "validation_distribution": "reasoning only", |
| "serialized_validation": { |
| "target_rel": 0.011060020056539258, |
| "reference_rel": 0.028937632045710034 |
| }, |
| "development_audit": { |
| "target_rel": 0.020052143533635637, |
| "reference_rel": 0.05544211791880531, |
| "boundary_rel": 0.12814989984218325, |
| "bulk_rel": 0.020044320945135374, |
| "boundary_rows": 10, |
| "windows": [ |
| { |
| "first_row": 10240, |
| "rows": 1024, |
| "reference_sse": 3172.7548828125, |
| "reference_energy": 1052514.0 |
| }, |
| { |
| "first_row": 11264, |
| "rows": 1024, |
| "reference_sse": 3091.9892578125, |
| "reference_energy": 1092167.0 |
| }, |
| { |
| "first_row": 22528, |
| "rows": 1024, |
| "reference_sse": 3568.78955078125, |
| "reference_energy": 552433.125 |
| }, |
| { |
| "first_row": 23552, |
| "rows": 1024, |
| "reference_sse": 2870.40380859375, |
| "reference_energy": 542585.9375 |
| }, |
| { |
| "first_row": 34816, |
| "rows": 1024, |
| "reference_sse": 2041.671142578125, |
| "reference_energy": 1088258.5 |
| }, |
| { |
| "first_row": 35840, |
| "rows": 1024, |
| "reference_sse": 2485.05517578125, |
| "reference_energy": 1094718.25 |
| }, |
| { |
| "first_row": 47104, |
| "rows": 1024, |
| "reference_sse": 2391.500244140625, |
| "reference_energy": 524937.0 |
| }, |
| { |
| "first_row": 48128, |
| "rows": 1024, |
| "reference_sse": 2693.4658203125, |
| "reference_energy": 542272.125 |
| }, |
| { |
| "first_row": 59392, |
| "rows": 1024, |
| "reference_sse": 2557.20263671875, |
| "reference_energy": 1064011.125 |
| }, |
| { |
| "first_row": 60416, |
| "rows": 1024, |
| "reference_sse": 3200.17041015625, |
| "reference_energy": 1074242.5 |
| }, |
| { |
| "first_row": 71680, |
| "rows": 1024, |
| "reference_sse": 2825.3359375, |
| "reference_energy": 1088703.25 |
| }, |
| { |
| "first_row": 72704, |
| "rows": 1024, |
| "reference_sse": 3121.354248046875, |
| "reference_energy": 1091619.5 |
| }, |
| { |
| "first_row": 83968, |
| "rows": 1024, |
| "reference_sse": 2717.148681640625, |
| "reference_energy": 1076026.125 |
| }, |
| { |
| "first_row": 84992, |
| "rows": 1024, |
| "reference_sse": 1962.503173828125, |
| "reference_energy": 531095.125 |
| }, |
| { |
| "first_row": 96256, |
| "rows": 1024, |
| "reference_sse": 2043.1226806640625, |
| "reference_energy": 536722.125 |
| }, |
| { |
| "first_row": 97280, |
| "rows": 1024, |
| "reference_sse": 2433.3740234375, |
| "reference_energy": 1093970.0 |
| } |
| ] |
| }, |
| "initial_development_audit": { |
| "target_rel": 0.020440639813622406, |
| "reference_rel": 0.0556498037495689, |
| "boundary_rel": 0.13071144595005535, |
| "bulk_rel": 0.02043265596881829, |
| "boundary_rows": 10, |
| "windows": [ |
| { |
| "first_row": 10240, |
| "rows": 1024, |
| "reference_sse": 3182.30322265625, |
| "reference_energy": 1052514.0 |
| }, |
| { |
| "first_row": 11264, |
| "rows": 1024, |
| "reference_sse": 3134.00537109375, |
| "reference_energy": 1092167.0 |
| }, |
| { |
| "first_row": 22528, |
| "rows": 1024, |
| "reference_sse": 3575.145263671875, |
| "reference_energy": 552433.125 |
| }, |
| { |
| "first_row": 23552, |
| "rows": 1024, |
| "reference_sse": 2881.89892578125, |
| "reference_energy": 542585.9375 |
| }, |
| { |
| "first_row": 34816, |
| "rows": 1024, |
| "reference_sse": 2059.24609375, |
| "reference_energy": 1088258.5 |
| }, |
| { |
| "first_row": 35840, |
| "rows": 1024, |
| "reference_sse": 2499.16943359375, |
| "reference_energy": 1094718.25 |
| }, |
| { |
| "first_row": 47104, |
| "rows": 1024, |
| "reference_sse": 2402.990966796875, |
| "reference_energy": 524937.0 |
| }, |
| { |
| "first_row": 48128, |
| "rows": 1024, |
| "reference_sse": 2701.001953125, |
| "reference_energy": 542272.125 |
| }, |
| { |
| "first_row": 59392, |
| "rows": 1024, |
| "reference_sse": 2569.9384765625, |
| "reference_energy": 1064011.125 |
| }, |
| { |
| "first_row": 60416, |
| "rows": 1024, |
| "reference_sse": 3269.84326171875, |
| "reference_energy": 1074242.5 |
| }, |
| { |
| "first_row": 71680, |
| "rows": 1024, |
| "reference_sse": 2840.508544921875, |
| "reference_energy": 1088703.25 |
| }, |
| { |
| "first_row": 72704, |
| "rows": 1024, |
| "reference_sse": 3178.458984375, |
| "reference_energy": 1091619.5 |
| }, |
| { |
| "first_row": 83968, |
| "rows": 1024, |
| "reference_sse": 2731.596435546875, |
| "reference_energy": 1076026.125 |
| }, |
| { |
| "first_row": 84992, |
| "rows": 1024, |
| "reference_sse": 1976.376220703125, |
| "reference_energy": 531095.125 |
| }, |
| { |
| "first_row": 96256, |
| "rows": 1024, |
| "reference_sse": 2052.302001953125, |
| "reference_energy": 536722.125 |
| }, |
| { |
| "first_row": 97280, |
| "rows": 1024, |
| "reference_sse": 2445.13525390625, |
| "reference_energy": 1093970.0 |
| } |
| ] |
| }, |
| "best_step": 5, |
| "steps_run": 30, |
| "history": [ |
| { |
| "step": 5, |
| "validation": { |
| "target_rel": 0.011060020056539258, |
| "reference_rel": 0.028937632045710034, |
| "boundary_rel": 0.07094556342255678, |
| "bulk_rel": 0.011051646210932922, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.4976137781421869, |
| "batch_loss": 0.27607060223817825, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 56.98098635673523, |
| "adaptive_schedule": { |
| "best": 0.011060020056539258, |
| "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": 1392640, |
| "scales_changed": 49935851, |
| "scale_values": 50135040 |
| } |
| }, |
| { |
| "step": 10, |
| "validation": { |
| "target_rel": 0.011357940239339023, |
| "reference_rel": 0.029055088724974004, |
| "boundary_rel": 0.07225472939089883, |
| "bulk_rel": 0.01134948578735509, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.511996694463669, |
| "batch_loss": 0.2795608788728714, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 121.64814686775208, |
| "adaptive_schedule": { |
| "best": 0.011060020056539258, |
| "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": 50797, |
| "codebook_values": 1392640, |
| "scales_changed": 49975181, |
| "scale_values": 50135040 |
| } |
| }, |
| { |
| "step": 15, |
| "validation": { |
| "target_rel": 0.011410168442438286, |
| "reference_rel": 0.029081299038699604, |
| "boundary_rel": 0.0725613334746899, |
| "bulk_rel": 0.011401681248071695, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.5108415401634393, |
| "batch_loss": 0.2759353592991829, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 167.96698331832886, |
| "adaptive_schedule": { |
| "best": 0.011060020056539258, |
| "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": 43929, |
| "codebook_values": 1392640, |
| "scales_changed": 49997848, |
| "scale_values": 50135040 |
| } |
| }, |
| { |
| "step": 20, |
| "validation": { |
| "target_rel": 0.011366264276144386, |
| "reference_rel": 0.029062553223882587, |
| "boundary_rel": 0.07229988683318207, |
| "bulk_rel": 0.011357805406596914, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.5097280356167546, |
| "batch_loss": 0.2730272486805916, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 233.21887493133545, |
| "adaptive_schedule": { |
| "best": 0.011060020056539258, |
| "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": 45802, |
| "codebook_values": 1392640, |
| "scales_changed": 50011611, |
| "scale_values": 50135040 |
| } |
| }, |
| { |
| "step": 25, |
| "validation": { |
| "target_rel": 0.0111890700711181, |
| "reference_rel": 0.028998378471199734, |
| "boundary_rel": 0.07113023708595109, |
| "bulk_rel": 0.011180753341534014, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.4995242919975672, |
| "batch_loss": 0.2650327906012535, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 281.8497989177704, |
| "adaptive_schedule": { |
| "best": 0.011060020056539258, |
| "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": 19820, |
| "codebook_values": 1392640, |
| "scales_changed": 50013173, |
| "scale_values": 50135040 |
| } |
| }, |
| { |
| "step": 30, |
| "validation": { |
| "target_rel": 0.011241573599310531, |
| "reference_rel": 0.029009941844424715, |
| "boundary_rel": 0.07143284569809377, |
| "bulk_rel": 0.011233225375785043, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.5011798138814507, |
| "batch_loss": 0.24676774814724922, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 353.3746528625488, |
| "adaptive_schedule": { |
| "best": 0.011060020056539258, |
| "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": 28005, |
| "codebook_values": 1392640, |
| "scales_changed": 50013701, |
| "scale_values": 50135040 |
| } |
| } |
| ], |
| "index_reassignments": [ |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 340, |
| "accepted": 285, |
| "changed_groups": 156362, |
| "training_before": 929.0482177734375, |
| "training_after": 915.0357666015625, |
| "acceptance": "proposal and separate training check batches", |
| "step": 10 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 340, |
| "accepted": 291, |
| "changed_groups": 172237, |
| "training_before": 874.2216796875, |
| "training_after": 855.4431762695312, |
| "acceptance": "proposal and separate training check batches", |
| "step": 20 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 338, |
| "accepted": 292, |
| "changed_groups": 124368, |
| "training_before": 809.5216064453125, |
| "training_after": 796.4896240234375, |
| "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 |
| } |
