| { |
| "layer": 36, |
| "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": 0.033030121256077974, |
| "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": 1400832, |
| "scales_changed": 50192919, |
| "scale_values": 50429952 |
| }, |
| "initial_validation": { |
| "target_rel": 0.0338935411991917, |
| "reference_rel": 0.17008937074071434, |
| "boundary_rel": 0.09689228230917149, |
| "bulk_rel": 0.03387882579847256, |
| "boundary_rows": 24, |
| "windows": [ |
| { |
| "first_row": 8192, |
| "rows": 1024, |
| "reference_sse": 27966.154296875, |
| "reference_energy": 3250550.25 |
| }, |
| { |
| "first_row": 9216, |
| "rows": 1024, |
| "reference_sse": 31482.76953125, |
| "reference_energy": 1769258.5 |
| }, |
| { |
| "first_row": 20480, |
| "rows": 1024, |
| "reference_sse": 33717.578125, |
| "reference_energy": 3225540.75 |
| }, |
| { |
| "first_row": 21504, |
| "rows": 1024, |
| "reference_sse": 33119.91015625, |
| "reference_energy": 1593987.0 |
| }, |
| { |
| "first_row": 32768, |
| "rows": 1024, |
| "reference_sse": 211227.71875, |
| "reference_energy": 3196260.0 |
| }, |
| { |
| "first_row": 33792, |
| "rows": 1024, |
| "reference_sse": 146349.5625, |
| "reference_energy": 1642760.0 |
| }, |
| { |
| "first_row": 45056, |
| "rows": 1024, |
| "reference_sse": 254064.59375, |
| "reference_energy": 3244071.5 |
| }, |
| { |
| "first_row": 46080, |
| "rows": 1024, |
| "reference_sse": 33864.63671875, |
| "reference_energy": 3160690.5 |
| }, |
| { |
| "first_row": 57344, |
| "rows": 1024, |
| "reference_sse": 242173.046875, |
| "reference_energy": 3271503.0 |
| }, |
| { |
| "first_row": 58368, |
| "rows": 1024, |
| "reference_sse": 25623.75, |
| "reference_energy": 3261438.75 |
| }, |
| { |
| "first_row": 69632, |
| "rows": 1024, |
| "reference_sse": 29915.509765625, |
| "reference_energy": 3140606.0 |
| }, |
| { |
| "first_row": 70656, |
| "rows": 1024, |
| "reference_sse": 32053.6875, |
| "reference_energy": 1713116.625 |
| }, |
| { |
| "first_row": 81920, |
| "rows": 1024, |
| "reference_sse": 34933.1796875, |
| "reference_energy": 3227670.5 |
| }, |
| { |
| "first_row": 82944, |
| "rows": 1024, |
| "reference_sse": 34132.62109375, |
| "reference_energy": 1750685.75 |
| }, |
| { |
| "first_row": 94208, |
| "rows": 1024, |
| "reference_sse": 31914.6953125, |
| "reference_energy": 3142953.5 |
| }, |
| { |
| "first_row": 95232, |
| "rows": 1024, |
| "reference_sse": 22145.03515625, |
| "reference_energy": 1741011.375 |
| } |
| ] |
| }, |
| "final_validation": { |
| "target_rel": 0.033030121256077974, |
| "reference_rel": 0.17015272013168745, |
| "boundary_rel": 0.09344107328561099, |
| "bulk_rel": 0.033016119203120434, |
| "boundary_rows": 24, |
| "windows": [ |
| { |
| "first_row": 8192, |
| "rows": 1024, |
| "reference_sse": 27883.74609375, |
| "reference_energy": 3250550.25 |
| }, |
| { |
| "first_row": 9216, |
| "rows": 1024, |
| "reference_sse": 31539.80078125, |
| "reference_energy": 1769258.5 |
| }, |
| { |
| "first_row": 20480, |
| "rows": 1024, |
| "reference_sse": 33741.640625, |
| "reference_energy": 3225540.75 |
| }, |
| { |
| "first_row": 21504, |
| "rows": 1024, |
| "reference_sse": 33211.8125, |
| "reference_energy": 1593987.0 |
| }, |
| { |
| "first_row": 32768, |
| "rows": 1024, |
| "reference_sse": 211257.578125, |
| "reference_energy": 3196260.0 |
| }, |
| { |
| "first_row": 33792, |
| "rows": 1024, |
| "reference_sse": 146456.46875, |
| "reference_energy": 1642760.0 |
| }, |
| { |
| "first_row": 45056, |
| "rows": 1024, |
| "reference_sse": 254119.890625, |
| "reference_energy": 3244071.5 |
| }, |
| { |
| "first_row": 46080, |
| "rows": 1024, |
| "reference_sse": 33890.96875, |
| "reference_energy": 3160690.5 |
| }, |
| { |
| "first_row": 57344, |
| "rows": 1024, |
| "reference_sse": 242286.25, |
| "reference_energy": 3271503.0 |
| }, |
| { |
| "first_row": 58368, |
| "rows": 1024, |
| "reference_sse": 25716.421875, |
| "reference_energy": 3261438.75 |
| }, |
| { |
| "first_row": 69632, |
| "rows": 1024, |
| "reference_sse": 29994.671875, |
| "reference_energy": 3140606.0 |
| }, |
| { |
| "first_row": 70656, |
| "rows": 1024, |
| "reference_sse": 32153.92578125, |
| "reference_energy": 1713116.625 |
| }, |
| { |
| "first_row": 81920, |
| "rows": 1024, |
| "reference_sse": 34992.5234375, |
| "reference_energy": 3227670.5 |
| }, |
| { |
| "first_row": 82944, |
| "rows": 1024, |
| "reference_sse": 34248.375, |
| "reference_energy": 1750685.75 |
| }, |
| { |
| "first_row": 94208, |
| "rows": 1024, |
| "reference_sse": 32022.263671875, |
| "reference_energy": 3142953.5 |
| }, |
| { |
| "first_row": 95232, |
| "rows": 1024, |
| "reference_sse": 22080.54296875, |
| "reference_energy": 1741011.375 |
| } |
| ] |
| }, |
| "initial_reasoning_validation": null, |
| "final_reasoning_validation": null, |
| "validation_distribution": "reasoning only", |
| "serialized_validation": { |
| "target_rel": 0.033030121256077974, |
| "reference_rel": 0.17015272013168745 |
| }, |
| "development_audit": { |
| "target_rel": 0.04186473769904048, |
| "reference_rel": 0.18061284565040345, |
| "boundary_rel": 0.06431465711495112, |
| "bulk_rel": 0.041863385624407105, |
| "boundary_rows": 10, |
| "windows": [ |
| { |
| "first_row": 10240, |
| "rows": 1024, |
| "reference_sse": 61360.7890625, |
| "reference_energy": 3128568.5 |
| }, |
| { |
| "first_row": 11264, |
| "rows": 1024, |
| "reference_sse": 79430.1015625, |
| "reference_energy": 3256378.0 |
| }, |
| { |
| "first_row": 22528, |
| "rows": 1024, |
| "reference_sse": 192842.46875, |
| "reference_energy": 1823918.75 |
| }, |
| { |
| "first_row": 23552, |
| "rows": 1024, |
| "reference_sse": 76623.359375, |
| "reference_energy": 1707901.0 |
| }, |
| { |
| "first_row": 34816, |
| "rows": 1024, |
| "reference_sse": 56301.87890625, |
| "reference_energy": 3346215.25 |
| }, |
| { |
| "first_row": 35840, |
| "rows": 1024, |
| "reference_sse": 56806.8046875, |
| "reference_energy": 3342192.75 |
| }, |
| { |
| "first_row": 47104, |
| "rows": 1024, |
| "reference_sse": 57651.3359375, |
| "reference_energy": 1720555.875 |
| }, |
| { |
| "first_row": 48128, |
| "rows": 1024, |
| "reference_sse": 175405.625, |
| "reference_energy": 1750829.75 |
| }, |
| { |
| "first_row": 59392, |
| "rows": 1024, |
| "reference_sse": 64053.0234375, |
| "reference_energy": 3228773.75 |
| }, |
| { |
| "first_row": 60416, |
| "rows": 1024, |
| "reference_sse": 75092.421875, |
| "reference_energy": 3134175.0 |
| }, |
| { |
| "first_row": 71680, |
| "rows": 1024, |
| "reference_sse": 65971.421875, |
| "reference_energy": 3276145.5 |
| }, |
| { |
| "first_row": 72704, |
| "rows": 1024, |
| "reference_sse": 96124.921875, |
| "reference_energy": 3180624.5 |
| }, |
| { |
| "first_row": 83968, |
| "rows": 1024, |
| "reference_sse": 74936.2421875, |
| "reference_energy": 3186686.0 |
| }, |
| { |
| "first_row": 84992, |
| "rows": 1024, |
| "reference_sse": 101402.5703125, |
| "reference_energy": 1640011.25 |
| }, |
| { |
| "first_row": 96256, |
| "rows": 1024, |
| "reference_sse": 81568.4375, |
| "reference_energy": 1744789.625 |
| }, |
| { |
| "first_row": 97280, |
| "rows": 1024, |
| "reference_sse": 77727.078125, |
| "reference_energy": 3243938.0 |
| } |
| ] |
| }, |
| "initial_development_audit": { |
| "target_rel": 0.04267601948819134, |
| "reference_rel": 0.1806424046234033, |
| "boundary_rel": 0.06498091127081354, |
| "bulk_rel": 0.042674682975147184, |
| "boundary_rows": 10, |
| "windows": [ |
| { |
| "first_row": 10240, |
| "rows": 1024, |
| "reference_sse": 61340.19140625, |
| "reference_energy": 3128568.5 |
| }, |
| { |
| "first_row": 11264, |
| "rows": 1024, |
| "reference_sse": 79401.640625, |
| "reference_energy": 3256378.0 |
| }, |
| { |
| "first_row": 22528, |
| "rows": 1024, |
| "reference_sse": 192941.15625, |
| "reference_energy": 1823918.75 |
| }, |
| { |
| "first_row": 23552, |
| "rows": 1024, |
| "reference_sse": 76697.3125, |
| "reference_energy": 1707901.0 |
| }, |
| { |
| "first_row": 34816, |
| "rows": 1024, |
| "reference_sse": 56562.015625, |
| "reference_energy": 3346215.25 |
| }, |
| { |
| "first_row": 35840, |
| "rows": 1024, |
| "reference_sse": 56909.859375, |
| "reference_energy": 3342192.75 |
| }, |
| { |
| "first_row": 47104, |
| "rows": 1024, |
| "reference_sse": 57809.18359375, |
| "reference_energy": 1720555.875 |
| }, |
| { |
| "first_row": 48128, |
| "rows": 1024, |
| "reference_sse": 175334.90625, |
| "reference_energy": 1750829.75 |
| }, |
| { |
| "first_row": 59392, |
| "rows": 1024, |
| "reference_sse": 64134.34375, |
| "reference_energy": 3228773.75 |
| }, |
| { |
| "first_row": 60416, |
| "rows": 1024, |
| "reference_sse": 75050.1796875, |
| "reference_energy": 3134175.0 |
| }, |
| { |
| "first_row": 71680, |
| "rows": 1024, |
| "reference_sse": 66079.765625, |
| "reference_energy": 3276145.5 |
| }, |
| { |
| "first_row": 72704, |
| "rows": 1024, |
| "reference_sse": 96117.9375, |
| "reference_energy": 3180624.5 |
| }, |
| { |
| "first_row": 83968, |
| "rows": 1024, |
| "reference_sse": 74871.1875, |
| "reference_energy": 3186686.0 |
| }, |
| { |
| "first_row": 84992, |
| "rows": 1024, |
| "reference_sse": 101323.609375, |
| "reference_energy": 1640011.25 |
| }, |
| { |
| "first_row": 96256, |
| "rows": 1024, |
| "reference_sse": 81500.203125, |
| "reference_energy": 1744789.625 |
| }, |
| { |
| "first_row": 97280, |
| "rows": 1024, |
| "reference_sse": 77681.078125, |
| "reference_energy": 3243938.0 |
| } |
| ] |
| }, |
| "best_step": 5, |
| "steps_run": 30, |
| "history": [ |
| { |
| "step": 5, |
| "validation": { |
| "target_rel": 0.033030121256077974, |
| "reference_rel": 0.17015272013168745, |
| "boundary_rel": 0.09344107328561099, |
| "bulk_rel": 0.033016119203120434, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6192144977117674, |
| "batch_loss": 0.3614218160510063, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 61.8597412109375, |
| "adaptive_schedule": { |
| "best": 0.033030121256077974, |
| "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": 1400832, |
| "scales_changed": 50192919, |
| "scale_values": 50429952 |
| } |
| }, |
| { |
| "step": 10, |
| "validation": { |
| "target_rel": 0.033744777896933385, |
| "reference_rel": 0.17007206236087338, |
| "boundary_rel": 0.09545538047254375, |
| "bulk_rel": 0.033730475813520726, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6304049649521271, |
| "batch_loss": 0.3850177153944969, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 128.48067688941956, |
| "adaptive_schedule": { |
| "best": 0.033030121256077974, |
| "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": 51489, |
| "codebook_values": 1400832, |
| "scales_changed": 50239470, |
| "scale_values": 50429952 |
| } |
| }, |
| { |
| "step": 15, |
| "validation": { |
| "target_rel": 0.033698712939078314, |
| "reference_rel": 0.17018753641987225, |
| "boundary_rel": 0.09506664783566009, |
| "bulk_rel": 0.033684518598255705, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6304562894125435, |
| "batch_loss": 0.3672621175646782, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 180.2642674446106, |
| "adaptive_schedule": { |
| "best": 0.033030121256077974, |
| "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": 45405, |
| "codebook_values": 1400832, |
| "scales_changed": 50266771, |
| "scale_values": 50429952 |
| } |
| }, |
| { |
| "step": 20, |
| "validation": { |
| "target_rel": 0.03359837580150647, |
| "reference_rel": 0.1701534449335857, |
| "boundary_rel": 0.09471160039349225, |
| "bulk_rel": 0.03358424799690186, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6307838401162885, |
| "batch_loss": 0.372405044734478, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 252.24486184120178, |
| "adaptive_schedule": { |
| "best": 0.033030121256077974, |
| "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": 45847, |
| "codebook_values": 1400832, |
| "scales_changed": 50282196, |
| "scale_values": 50429952 |
| } |
| }, |
| { |
| "step": 25, |
| "validation": { |
| "target_rel": 0.03325617752139715, |
| "reference_rel": 0.17007583292166478, |
| "boundary_rel": 0.09379952617020071, |
| "bulk_rel": 0.03324217561057544, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6255737365551888, |
| "batch_loss": 0.37612131983041763, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 302.36323380470276, |
| "adaptive_schedule": { |
| "best": 0.033030121256077974, |
| "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": 24485, |
| "codebook_values": 1400832, |
| "scales_changed": 50284604, |
| "scale_values": 50429952 |
| } |
| }, |
| { |
| "step": 30, |
| "validation": { |
| "target_rel": 0.033358628183371576, |
| "reference_rel": 0.17013581087180277, |
| "boundary_rel": 0.09387062104280906, |
| "bulk_rel": 0.03334465751930679, |
| "boundary_rows": 24 |
| }, |
| "reasoning_validation": null, |
| "training_probe_rel": 0.6270622751944768, |
| "batch_loss": 0.35670506954193115, |
| "best_step": 5, |
| "overfit_checks": 0, |
| "seconds": 369.03250336647034, |
| "adaptive_schedule": { |
| "best": 0.033030121256077974, |
| "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": 34219, |
| "codebook_values": 1400832, |
| "scales_changed": 50284471, |
| "scale_values": 50429952 |
| } |
| } |
| ], |
| "index_reassignments": [ |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 328, |
| "accepted": 297, |
| "changed_groups": 522334, |
| "training_before": 19955.9609375, |
| "training_after": 19616.1796875, |
| "acceptance": "proposal and separate training check batches", |
| "step": 10 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 330, |
| "accepted": 247, |
| "changed_groups": 413434, |
| "training_before": 19111.43359375, |
| "training_after": 18828.88671875, |
| "acceptance": "proposal and separate training check batches", |
| "step": 20 |
| }, |
| { |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", |
| "proposals": 326, |
| "accepted": 240, |
| "changed_groups": 391300, |
| "training_before": 18533.01953125, |
| "training_after": 18259.236328125, |
| "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 |
| } |
