| { |
| "layer": 43, |
| "target": "same_input", |
| "recipe": "full_corpus_sequence_pass_v1", |
| "block_scale_dtype": "fp16", |
| "residual_scale_shift": 0, |
| "batch_tokens": 262144, |
| "sequence_order_sha256": "5e0ef183802009d0483fe37a60f5acd49dd99218130e0c952f097fa473d863bf", |
| "training_sequence_count": 14657, |
| "training_passes": 0.5240171180844249, |
| "training_tokens_seen": 7864320, |
| "adaptive_schedule": { |
| "best": 0.0445766345634676, |
| "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": 1515520, |
| "scales_changed": 54288159, |
| "scale_values": 54558720 |
| }, |
| "initial_validation": { |
| "target_rel": 0.04591697132977621, |
| "reference_rel": 0.2285239663066188, |
| "boundary_rel": 0.09409210304257534, |
| "bulk_rel": 0.0458915315200833, |
| "boundary_rows": 24, |
| "windows": [ |
| { |
| "first_row": 8192, |
| "rows": 1024, |
| "reference_sse": 122295.71875, |
| "reference_energy": 3979648.5 |
| }, |
| { |
| "first_row": 9216, |
| "rows": 1024, |
| "reference_sse": 131996.8125, |
| "reference_energy": 2520801.25 |
| }, |
| { |
| "first_row": 20480, |
| "rows": 1024, |
| "reference_sse": 127311.6640625, |
| "reference_energy": 3991090.25 |
| }, |
| { |
| "first_row": 21504, |
| "rows": 1024, |
| "reference_sse": 159924.359375, |
| "reference_energy": 2244477.0 |
| }, |
| { |
| "first_row": 32768, |
| "rows": 1024, |
| "reference_sse": 287513.8125, |
| "reference_energy": 3981244.0 |
| }, |
| { |
| "first_row": 33792, |
| "rows": 1024, |
| "reference_sse": 263115.46875, |
| "reference_energy": 2310688.75 |
| }, |
| { |
| "first_row": 45056, |
| "rows": 1024, |
| "reference_sse": 347187.8125, |
| "reference_energy": 3942319.75 |
| }, |
| { |
| "first_row": 46080, |
| "rows": 1024, |
| "reference_sse": 124003.28125, |
| "reference_energy": 3869849.75 |
| }, |
| { |
| "first_row": 57344, |
| "rows": 1024, |
| "reference_sse": 341467.59375, |
| "reference_energy": 4009798.5 |
| }, |
| { |
| "first_row": 58368, |
| "rows": 1024, |
| "reference_sse": 115645.078125, |
| "reference_energy": 3995676.5 |
| }, |
| { |
| "first_row": 69632, |
| "rows": 1024, |
| "reference_sse": 131856.28125, |
| "reference_energy": 3816927.5 |
| }, |
| { |
| "first_row": 70656, |
| "rows": 1024, |
| "reference_sse": 128603.171875, |
| "reference_energy": 2477121.75 |
| }, |
| { |
| "first_row": 81920, |
| "rows": 1024, |
| "reference_sse": 148492.578125, |
| "reference_energy": 3892732.5 |
| }, |
| { |
| "first_row": 82944, |
| "rows": 1024, |
| "reference_sse": 142030.265625, |
| "reference_energy": 2415710.0 |
| }, |
| { |
| "first_row": 94208, |
| "rows": 1024, |
| "reference_sse": 136933.5, |
| "reference_energy": 3784385.5 |
| }, |
| { |
| "first_row": 95232, |
| "rows": 1024, |
| "reference_sse": 93890.84375, |
| "reference_energy": 2426976.25 |
| } |
| ] |
| }, |
| "final_validation": { |
| "target_rel": 0.0445766345634676, |
| "reference_rel": 0.22864083751198905, |
| "boundary_rel": 0.09153589529072675, |
| "bulk_rel": 0.04455180185676037, |
| "boundary_rows": 24, |
| "windows": [ |
| { |
| "first_row": 8192, |
| "rows": 1024, |
| "reference_sse": 122286.65625, |
| "reference_energy": 3979648.5 |
| }, |
| { |
| "first_row": 9216, |
| "rows": 1024, |
| "reference_sse": 132373.15625, |
| "reference_energy": 2520801.25 |
| }, |
| { |
| "first_row": 20480, |
| "rows": 1024, |
| "reference_sse": 127474.6015625, |
| "reference_energy": 3991090.25 |
| }, |
| { |
| "first_row": 21504, |
| "rows": 1024, |
| "reference_sse": 160456.703125, |
| "reference_energy": 2244477.0 |
| }, |
| { |
| "first_row": 32768, |
| "rows": 1024, |
| "reference_sse": 287348.5625, |
| "reference_energy": 3981244.0 |
| }, |
| { |
| "first_row": 33792, |
| "rows": 1024, |
| "reference_sse": 263447.6875, |
| "reference_energy": 2310688.75 |
| }, |
| { |
| "first_row": 45056, |
| "rows": 1024, |
| "reference_sse": 347341.25, |
| "reference_energy": 3942319.75 |
| }, |
| { |
| "first_row": 46080, |
| "rows": 1024, |
| "reference_sse": 123968.453125, |
| "reference_energy": 3869849.75 |
| }, |
| { |
| "first_row": 57344, |
| "rows": 1024, |
| "reference_sse": 341482.125, |
| "reference_energy": 4009798.5 |
| }, |
| { |
| "first_row": 58368, |
| "rows": 1024, |
| "reference_sse": 115804.734375, |
| "reference_energy": 3995676.5 |
| }, |
| { |
| "first_row": 69632, |
| "rows": 1024, |
| "reference_sse": 132035.734375, |
| "reference_energy": 3816927.5 |
| }, |
| { |
| "first_row": 70656, |
| "rows": 1024, |
| "reference_sse": 128869.2265625, |
| "reference_energy": 2477121.75 |
| }, |
| { |
| "first_row": 81920, |
| "rows": 1024, |
| "reference_sse": 148889.140625, |
| "reference_energy": 3892732.5 |
| }, |
| { |
| "first_row": 82944, |
| "rows": 1024, |
| "reference_sse": 142443.125, |
| "reference_energy": 2415710.0 |
| }, |
| { |
| "first_row": 94208, |
| "rows": 1024, |
| "reference_sse": 137249.078125, |
| "reference_energy": 3784385.5 |
| }, |
| { |
| "first_row": 95232, |
| "rows": 1024, |
| "reference_sse": 93665.0, |
| "reference_energy": 2426976.25 |
| } |
| ] |
| }, |
| "initial_reasoning_validation": null, |
| "final_reasoning_validation": null, |
| "validation_distribution": "reasoning only", |
| "serialized_validation": { |
| "target_rel": 0.0445766345634676, |
| "reference_rel": 0.22864083751198905 |
| }, |
| "development_audit": { |
| "target_rel": 0.0673402099539993, |
| "reference_rel": 0.2847852406753697, |
| "boundary_rel": 0.07511144629754805, |
| "bulk_rel": 0.0673391268866145, |
| "boundary_rows": 10, |
| "windows": [ |
| { |
| "first_row": 10240, |
| "rows": 1024, |
| "reference_sse": 205463.59375, |
| "reference_energy": 3716726.5 |
| }, |
| { |
| "first_row": 11264, |
| "rows": 1024, |
| "reference_sse": 274067.75, |
| "reference_energy": 3829539.25 |
| }, |
| { |
| "first_row": 22528, |
| "rows": 1024, |
| "reference_sse": 358257.65625, |
| "reference_energy": 2481966.5 |
| }, |
| { |
| "first_row": 23552, |
| "rows": 1024, |
| "reference_sse": 255325.90625, |
| "reference_energy": 2258864.5 |
| }, |
| { |
| "first_row": 34816, |
| "rows": 1024, |
| "reference_sse": 205846.734375, |
| "reference_energy": 4158734.5 |
| }, |
| { |
| "first_row": 35840, |
| "rows": 1024, |
| "reference_sse": 202449.8125, |
| "reference_energy": 4108360.25 |
| }, |
| { |
| "first_row": 47104, |
| "rows": 1024, |
| "reference_sse": 203934.125, |
| "reference_energy": 2470849.0 |
| }, |
| { |
| "first_row": 48128, |
| "rows": 1024, |
| "reference_sse": 365193.0, |
| "reference_energy": 2267152.75 |
| }, |
| { |
| "first_row": 59392, |
| "rows": 1024, |
| "reference_sse": 236281.125, |
| "reference_energy": 3838742.0 |
| }, |
| { |
| "first_row": 60416, |
| "rows": 1024, |
| "reference_sse": 248266.21875, |
| "reference_energy": 3742660.25 |
| }, |
| { |
| "first_row": 71680, |
| "rows": 1024, |
| "reference_sse": 227842.875, |
| "reference_energy": 3997815.5 |
| }, |
| { |
| "first_row": 72704, |
| "rows": 1024, |
| "reference_sse": 298009.375, |
| "reference_energy": 3804272.5 |
| }, |
| { |
| "first_row": 83968, |
| "rows": 1024, |
| "reference_sse": 278143.96875, |
| "reference_energy": 3723308.0 |
| }, |
| { |
| "first_row": 84992, |
| "rows": 1024, |
| "reference_sse": 354152.5, |
| "reference_energy": 2218708.25 |
| }, |
| { |
| "first_row": 96256, |
| "rows": 1024, |
| "reference_sse": 295495.875, |
| "reference_energy": 2213307.5 |
| }, |
| { |
| "first_row": 97280, |
| "rows": 1024, |
| "reference_sse": 264941.5625, |
| "reference_energy": 3863608.25 |
| } |
| ] |
| }, |
| "initial_development_audit": { |
| "target_rel": 0.06840336720641911, |
| "reference_rel": 0.2846912006792804, |
| "boundary_rel": 0.0758217389557431, |
| "bulk_rel": 0.06840233688288093, |
| "boundary_rows": 10, |
| "windows": [ |
| { |
| "first_row": 10240, |
| "rows": 1024, |
| "reference_sse": 205254.578125, |
| "reference_energy": 3716726.5 |
| }, |
| { |
| "first_row": 11264, |
| "rows": 1024, |
| "reference_sse": 273812.78125, |
| "reference_energy": 3829539.25 |
| }, |
| { |
| "first_row": 22528, |
| "rows": 1024, |
| "reference_sse": 358347.625, |
| "reference_energy": 2481966.5 |
| }, |
| { |
| "first_row": 23552, |
| "rows": 1024, |
| "reference_sse": 254975.71875, |
| "reference_energy": 2258864.5 |
| }, |
| { |
| "first_row": 34816, |
| "rows": 1024, |
| "reference_sse": 206356.5, |
| "reference_energy": 4158734.5 |
| }, |
| { |
| "first_row": 35840, |
| "rows": 1024, |
| "reference_sse": 202625.53125, |
| "reference_energy": 4108360.25 |
| }, |
| { |
| "first_row": 47104, |
| "rows": 1024, |
| "reference_sse": 204281.71875, |
| "reference_energy": 2470849.0 |
| }, |
| { |
| "first_row": 48128, |
| "rows": 1024, |
| "reference_sse": 364831.59375, |
| "reference_energy": 2267152.75 |
| }, |
| { |
| "first_row": 59392, |
| "rows": 1024, |
| "reference_sse": 236117.5625, |
| "reference_energy": 3838742.0 |
| }, |
| { |
| "first_row": 60416, |
| "rows": 1024, |
| "reference_sse": 247995.0, |
| "reference_energy": 3742660.25 |
| }, |
| { |
| "first_row": 71680, |
| "rows": 1024, |
| "reference_sse": 228062.453125, |
| "reference_energy": 3997815.5 |
| }, |
| { |
| "first_row": 72704, |
| "rows": 1024, |
| "reference_sse": 297722.125, |
| "reference_energy": 3804272.5 |
| }, |
| { |
| "first_row": 83968, |
| "rows": 1024, |
| "reference_sse": 277791.53125, |
| "reference_energy": 3723308.0 |
| }, |
| { |
| "first_row": 84992, |
| "rows": 1024, |
| "reference_sse": 353068.90625, |
| "reference_energy": 2218708.25 |
| }, |
| { |
| "first_row": 96256, |
| "rows": 1024, |
| "reference_sse": 295061.0, |
| "reference_energy": 2213307.5 |
| }, |
| { |
| "first_row": 97280, |
| "rows": 1024, |
| "reference_sse": 264545.46875, |
| "reference_energy": 3863608.25 |
| } |
| ] |
| }, |
| "best_step": 5, |
| "steps_run": 30, |
| "history": [ |
| { |
| "step": 5, |
| "validation": { |
| "target_rel": 0.0445766345634676, |
| "reference_rel": 0.22864083751198905, |
| "boundary_rel": 0.09153589529072675, |
| "bulk_rel": 0.04455180185676037, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6012767026263333, |
| "batch_loss": 0.348090298473835, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 53.202452182769775, |
| "adaptive_schedule": { |
| "best": 0.0445766345634676, |
| "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": 1515520, |
| "scales_changed": 54288159, |
| "scale_values": 54558720 |
| } |
| }, |
| { |
| "step": 10, |
| "validation": { |
| "target_rel": 0.045851799336740134, |
| "reference_rel": 0.228479708280534, |
| "boundary_rel": 0.09341280872030276, |
| "bulk_rel": 0.04582678237418786, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6141205995348747, |
| "batch_loss": 0.37548331171274185, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 123.8487823009491, |
| "adaptive_schedule": { |
| "best": 0.0445766345634676, |
| "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": 60347, |
| "codebook_values": 1515520, |
| "scales_changed": 54350166, |
| "scale_values": 54558720 |
| } |
| }, |
| { |
| "step": 15, |
| "validation": { |
| "target_rel": 0.04558680344501418, |
| "reference_rel": 0.22867887627558203, |
| "boundary_rel": 0.09326207462818738, |
| "bulk_rel": 0.04556165607958615, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.614306822888894, |
| "batch_loss": 0.3520454689860344, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 175.3822739124298, |
| "adaptive_schedule": { |
| "best": 0.0445766345634676, |
| "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": 47188, |
| "codebook_values": 1515520, |
| "scales_changed": 54382542, |
| "scale_values": 54558720 |
| } |
| }, |
| { |
| "step": 20, |
| "validation": { |
| "target_rel": 0.04552739240185706, |
| "reference_rel": 0.22865969436400574, |
| "boundary_rel": 0.09302197692377416, |
| "bulk_rel": 0.04550236131341314, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.615907419697445, |
| "batch_loss": 0.36140168458223343, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 246.19287824630737, |
| "adaptive_schedule": { |
| "best": 0.0445766345634676, |
| "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": 49271, |
| "codebook_values": 1515520, |
| "scales_changed": 54399949, |
| "scale_values": 54558720 |
| } |
| }, |
| { |
| "step": 25, |
| "validation": { |
| "target_rel": 0.044972375776371636, |
| "reference_rel": 0.22853410881801656, |
| "boundary_rel": 0.09170203754298809, |
| "bulk_rel": 0.04494778175527989, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6100794466065321, |
| "batch_loss": 0.35414545983076096, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 303.00149369239807, |
| "adaptive_schedule": { |
| "best": 0.0445766345634676, |
| "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": 25809, |
| "codebook_values": 1515520, |
| "scales_changed": 54402234, |
| "scale_values": 54558720 |
| } |
| }, |
| { |
| "step": 30, |
| "validation": { |
| "target_rel": 0.045097612465197716, |
| "reference_rel": 0.2286076839761964, |
| "boundary_rel": 0.09210400527048429, |
| "bulk_rel": 0.04507284588388078, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6119803861588188, |
| "batch_loss": 0.3441886082291603, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 376.19418001174927, |
| "adaptive_schedule": { |
| "best": 0.0445766345634676, |
| "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": 35737, |
| "codebook_values": 1515520, |
| "scales_changed": 54403151, |
| "scale_values": 54558720 |
| } |
| } |
| ], |
| "index_reassignments": [ |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 354, |
| "accepted": 307, |
| "changed_groups": 394745, |
| "training_before": 51246.703125, |
| "training_after": 50425.5703125, |
| "acceptance": "proposal and separate training check batches", |
| "step": 10 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 352, |
| "accepted": 306, |
| "changed_groups": 345550, |
| "training_before": 50382.703125, |
| "training_after": 49601.5859375, |
| "acceptance": "proposal and separate training check batches", |
| "step": 20 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 356, |
| "accepted": 297, |
| "changed_groups": 312244, |
| "training_before": 47201.63671875, |
| "training_after": 46520.1875, |
| "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 |
| } |
