Download cold_manifests/layer-010-manifest.json from jarrelscy/GLM-5.3-Vision-NVFP4-ARVQ-v2-hybrid: direct link, hf CLI and curl.
- Browser
- Download file 22.2 kB
-
https://huggingface.co/jarrelscy/GLM-5.3-Vision-NVFP4-ARVQ-v2-hybrid/resolve/main/cold_manifests/layer-010-manifest.json
- Command line
-
hf download hf://jarrelscy/GLM-5.3-Vision-NVFP4-ARVQ-v2-hybrid/cold_manifests/layer-010-manifest.json
-
curl -L -o layer-010-manifest.json https://huggingface.co/jarrelscy/GLM-5.3-Vision-NVFP4-ARVQ-v2-hybrid/resolve/main/cold_manifests/layer-010-manifest.json
22.2 kB
| { | |
| "layer": 10, | |
| "cold_expert_ids": [ | |
| 0, | |
| 2, | |
| 3, | |
| 4, | |
| 5, | |
| 6, | |
| 8, | |
| 10, | |
| 11, | |
| 12, | |
| 13, | |
| 15, | |
| 16, | |
| 17, | |
| 18, | |
| 19, | |
| 23, | |
| 24, | |
| 25, | |
| 26, | |
| 28, | |
| 29, | |
| 31, | |
| 32, | |
| 35, | |
| 36, | |
| 37, | |
| 38, | |
| 40, | |
| 42, | |
| 43, | |
| 46, | |
| 49, | |
| 50, | |
| 51, | |
| 52, | |
| 53, | |
| 54, | |
| 55, | |
| 56, | |
| 57, | |
| 59, | |
| 60, | |
| 61, | |
| 62, | |
| 63, | |
| 64, | |
| 65, | |
| 66, | |
| 68, | |
| 69, | |
| 70, | |
| 71, | |
| 73, | |
| 74, | |
| 75, | |
| 76, | |
| 77, | |
| 79, | |
| 80, | |
| 81, | |
| 83, | |
| 85, | |
| 90, | |
| 93, | |
| 94, | |
| 96, | |
| 98, | |
| 99, | |
| 100, | |
| 101, | |
| 102, | |
| 103, | |
| 104, | |
| 105, | |
| 106, | |
| 107, | |
| 108, | |
| 110, | |
| 112, | |
| 114, | |
| 115, | |
| 116, | |
| 120, | |
| 121, | |
| 122, | |
| 123, | |
| 124, | |
| 126, | |
| 127, | |
| 129, | |
| 130, | |
| 134, | |
| 137, | |
| 138, | |
| 140, | |
| 143, | |
| 144, | |
| 146, | |
| 147, | |
| 150, | |
| 151, | |
| 152, | |
| 153, | |
| 154, | |
| 156, | |
| 160, | |
| 163, | |
| 164, | |
| 168, | |
| 170, | |
| 171, | |
| 172, | |
| 175, | |
| 176, | |
| 177, | |
| 178, | |
| 179, | |
| 181, | |
| 182, | |
| 183, | |
| 184, | |
| 185, | |
| 186, | |
| 190, | |
| 191, | |
| 192, | |
| 193, | |
| 196, | |
| 198, | |
| 199, | |
| 200, | |
| 201, | |
| 202, | |
| 203, | |
| 204, | |
| 206, | |
| 207, | |
| 208, | |
| 209, | |
| 211, | |
| 212, | |
| 214, | |
| 218, | |
| 219, | |
| 220, | |
| 221, | |
| 222, | |
| 224, | |
| 225, | |
| 228, | |
| 229, | |
| 231, | |
| 233, | |
| 234, | |
| 236, | |
| 237, | |
| 238, | |
| 239, | |
| 240, | |
| 241, | |
| 242, | |
| 243, | |
| 244, | |
| 245, | |
| 247, | |
| 248, | |
| 250, | |
| 251, | |
| 252, | |
| 253, | |
| 254, | |
| 255 | |
| ], | |
| "files": { | |
| "w13": { | |
| "file": "arvq-layer-010-gateup.safetensors", | |
| "sha256": "58d0c079753ff41102cd1d7ad43d91e23fa2cb423bfc8baf563d4cd5c1b74fca" | |
| }, | |
| "w2": { | |
| "file": "arvq-layer-010-down.safetensors", | |
| "sha256": "69d315727e7cdb1884b89759be39960ac08e688618166c866917ba2a6fb9c6e3" | |
| } | |
| }, | |
| "per_proj": { | |
| "w13": { | |
| "cb_rel_l2": 0.3405617699797219, | |
| "hess_recon_rel_fro": 0.13351171290922292, | |
| "diagnostic_metric": "regularized fitting Hessian; mean expert relative error for expert scope", | |
| "seconds": 335.3251895904541 | |
| }, | |
| "w2": { | |
| "cb_rel_l2": 0.33818224146001585, | |
| "hess_recon_rel_fro": 0.28695327864681747, | |
| "diagnostic_metric": "regularized fitting Hessian; mean expert relative error for expert scope", | |
| "seconds": 112.27513551712036 | |
| } | |
| }, | |
| "no_rotation": true, | |
| "source_identity": { | |
| "source": { | |
| "repo": "zai-org/GLM-5.3", | |
| "revision": "aca966e4e02791568aa6a4ced368624b3d897f42", | |
| "meta": { | |
| "kind": "block_fp8", | |
| "block": [ | |
| 128, | |
| 128 | |
| ], | |
| "fmt": "e4m3" | |
| }, | |
| "cache": "/tmp/glm53-fp8-cold", | |
| "legacy_cache_revision_unverified": true | |
| }, | |
| "capture_sha256": "d1aebdf78d361fc41fca616247621e432d2d4a58e00dd167c82077ae1aa49d66", | |
| "cold_ids": [ | |
| 0, | |
| 2, | |
| 3, | |
| 4, | |
| 5, | |
| 6, | |
| 8, | |
| 10, | |
| 11, | |
| 12, | |
| 13, | |
| 15, | |
| 16, | |
| 17, | |
| 18, | |
| 19, | |
| 23, | |
| 24, | |
| 25, | |
| 26, | |
| 28, | |
| 29, | |
| 31, | |
| 32, | |
| 35, | |
| 36, | |
| 37, | |
| 38, | |
| 40, | |
| 42, | |
| 43, | |
| 46, | |
| 49, | |
| 50, | |
| 51, | |
| 52, | |
| 53, | |
| 54, | |
| 55, | |
| 56, | |
| 57, | |
| 59, | |
| 60, | |
| 61, | |
| 62, | |
| 63, | |
| 64, | |
| 65, | |
| 66, | |
| 68, | |
| 69, | |
| 70, | |
| 71, | |
| 73, | |
| 74, | |
| 75, | |
| 76, | |
| 77, | |
| 79, | |
| 80, | |
| 81, | |
| 83, | |
| 85, | |
| 90, | |
| 93, | |
| 94, | |
| 96, | |
| 98, | |
| 99, | |
| 100, | |
| 101, | |
| 102, | |
| 103, | |
| 104, | |
| 105, | |
| 106, | |
| 107, | |
| 108, | |
| 110, | |
| 112, | |
| 114, | |
| 115, | |
| 116, | |
| 120, | |
| 121, | |
| 122, | |
| 123, | |
| 124, | |
| 126, | |
| 127, | |
| 129, | |
| 130, | |
| 134, | |
| 137, | |
| 138, | |
| 140, | |
| 143, | |
| 144, | |
| 146, | |
| 147, | |
| 150, | |
| 151, | |
| 152, | |
| 153, | |
| 154, | |
| 156, | |
| 160, | |
| 163, | |
| 164, | |
| 168, | |
| 170, | |
| 171, | |
| 172, | |
| 175, | |
| 176, | |
| 177, | |
| 178, | |
| 179, | |
| 181, | |
| 182, | |
| 183, | |
| 184, | |
| 185, | |
| 186, | |
| 190, | |
| 191, | |
| 192, | |
| 193, | |
| 196, | |
| 198, | |
| 199, | |
| 200, | |
| 201, | |
| 202, | |
| 203, | |
| 204, | |
| 206, | |
| 207, | |
| 208, | |
| 209, | |
| 211, | |
| 212, | |
| 214, | |
| 218, | |
| 219, | |
| 220, | |
| 221, | |
| 222, | |
| 224, | |
| 225, | |
| 228, | |
| 229, | |
| 231, | |
| 233, | |
| 234, | |
| 236, | |
| 237, | |
| 238, | |
| 239, | |
| 240, | |
| 241, | |
| 242, | |
| 243, | |
| 244, | |
| 245, | |
| 247, | |
| 248, | |
| 250, | |
| 251, | |
| 252, | |
| 253, | |
| 254, | |
| 255 | |
| ], | |
| "encoder_sha256": "6c20c56fc7a308724ab4faf4174c4e8e32cba5a43c3fccd3f3e6d4da1f0b583e", | |
| "settings": { | |
| "cb_iters": 8, | |
| "sweep_passes": 2, | |
| "refine": 1, | |
| "col_block": 128, | |
| "codebook_scope": "expert" | |
| } | |
| }, | |
| "format": "rvq256_256x8_expert_fp16block", | |
| "fit": "sequential same_input-trajectory gradient PV; recipe=full_corpus_sequence_pass_v1; updates=30", | |
| "pv_report": { | |
| "layer": 10, | |
| "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": 0.0013590989109528494, | |
| "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": 1417216, | |
| "scales_changed": 50803034, | |
| "scale_values": 51019776 | |
| }, | |
| "initial_validation": { | |
| "target_rel": 0.0014691753761509484, | |
| "reference_rel": 0.00757221424788843, | |
| "boundary_rel": 0.038534116155785836, | |
| "bulk_rel": 0.0014680676177891438, | |
| "boundary_rows": 24, | |
| "windows": [ | |
| { | |
| "first_row": 8192, | |
| "rows": 1024, | |
| "reference_sse": 25.011573791503906, | |
| "reference_energy": 818861.0625 | |
| }, | |
| { | |
| "first_row": 9216, | |
| "rows": 1024, | |
| "reference_sse": 24.216327667236328, | |
| "reference_energy": 395314.8125 | |
| }, | |
| { | |
| "first_row": 20480, | |
| "rows": 1024, | |
| "reference_sse": 18.150114059448242, | |
| "reference_energy": 816017.5 | |
| }, | |
| { | |
| "first_row": 21504, | |
| "rows": 1024, | |
| "reference_sse": 28.915172576904297, | |
| "reference_energy": 358690.90625 | |
| }, | |
| { | |
| "first_row": 32768, | |
| "rows": 1024, | |
| "reference_sse": 30.045124053955078, | |
| "reference_energy": 818079.9375 | |
| }, | |
| { | |
| "first_row": 33792, | |
| "rows": 1024, | |
| "reference_sse": 55.44493103027344, | |
| "reference_energy": 362598.875 | |
| }, | |
| { | |
| "first_row": 45056, | |
| "rows": 1024, | |
| "reference_sse": 34.00031280517578, | |
| "reference_energy": 826767.625 | |
| }, | |
| { | |
| "first_row": 46080, | |
| "rows": 1024, | |
| "reference_sse": 37.56602478027344, | |
| "reference_energy": 801294.875 | |
| }, | |
| { | |
| "first_row": 57344, | |
| "rows": 1024, | |
| "reference_sse": 47.160194396972656, | |
| "reference_energy": 825061.25 | |
| }, | |
| { | |
| "first_row": 58368, | |
| "rows": 1024, | |
| "reference_sse": 20.542570114135742, | |
| "reference_energy": 828309.3125 | |
| }, | |
| { | |
| "first_row": 69632, | |
| "rows": 1024, | |
| "reference_sse": 34.233123779296875, | |
| "reference_energy": 807070.75 | |
| }, | |
| { | |
| "first_row": 70656, | |
| "rows": 1024, | |
| "reference_sse": 39.41438674926758, | |
| "reference_energy": 393484.0625 | |
| }, | |
| { | |
| "first_row": 81920, | |
| "rows": 1024, | |
| "reference_sse": 34.145118713378906, | |
| "reference_energy": 808544.6875 | |
| }, | |
| { | |
| "first_row": 82944, | |
| "rows": 1024, | |
| "reference_sse": 48.22911071777344, | |
| "reference_energy": 391114.875 | |
| }, | |
| { | |
| "first_row": 94208, | |
| "rows": 1024, | |
| "reference_sse": 75.21992492675781, | |
| "reference_energy": 807968.0 | |
| }, | |
| { | |
| "first_row": 95232, | |
| "rows": 1024, | |
| "reference_sse": 47.30467987060547, | |
| "reference_energy": 398008.8125 | |
| } | |
| ] | |
| }, | |
| "final_validation": { | |
| "target_rel": 0.0013590989109528494, | |
| "reference_rel": 0.007548822557842089, | |
| "boundary_rel": 0.03751980130732277, | |
| "bulk_rel": 0.0013579634441099313, | |
| "boundary_rows": 24, | |
| "windows": [ | |
| { | |
| "first_row": 8192, | |
| "rows": 1024, | |
| "reference_sse": 24.689598083496094, | |
| "reference_energy": 818861.0625 | |
| }, | |
| { | |
| "first_row": 9216, | |
| "rows": 1024, | |
| "reference_sse": 24.096885681152344, | |
| "reference_energy": 395314.8125 | |
| }, | |
| { | |
| "first_row": 20480, | |
| "rows": 1024, | |
| "reference_sse": 17.838668823242188, | |
| "reference_energy": 816017.5 | |
| }, | |
| { | |
| "first_row": 21504, | |
| "rows": 1024, | |
| "reference_sse": 28.90283966064453, | |
| "reference_energy": 358690.90625 | |
| }, | |
| { | |
| "first_row": 32768, | |
| "rows": 1024, | |
| "reference_sse": 29.78082275390625, | |
| "reference_energy": 818079.9375 | |
| }, | |
| { | |
| "first_row": 33792, | |
| "rows": 1024, | |
| "reference_sse": 55.25505447387695, | |
| "reference_energy": 362598.875 | |
| }, | |
| { | |
| "first_row": 45056, | |
| "rows": 1024, | |
| "reference_sse": 33.86964797973633, | |
| "reference_energy": 826767.625 | |
| }, | |
| { | |
| "first_row": 46080, | |
| "rows": 1024, | |
| "reference_sse": 37.50640869140625, | |
| "reference_energy": 801294.875 | |
| }, | |
| { | |
| "first_row": 57344, | |
| "rows": 1024, | |
| "reference_sse": 47.149131774902344, | |
| "reference_energy": 825061.25 | |
| }, | |
| { | |
| "first_row": 58368, | |
| "rows": 1024, | |
| "reference_sse": 20.35894775390625, | |
| "reference_energy": 828309.3125 | |
| }, | |
| { | |
| "first_row": 69632, | |
| "rows": 1024, | |
| "reference_sse": 34.05101776123047, | |
| "reference_energy": 807070.75 | |
| }, | |
| { | |
| "first_row": 70656, | |
| "rows": 1024, | |
| "reference_sse": 39.05615997314453, | |
| "reference_energy": 393484.0625 | |
| }, | |
| { | |
| "first_row": 81920, | |
| "rows": 1024, | |
| "reference_sse": 33.821144104003906, | |
| "reference_energy": 808544.6875 | |
| }, | |
| { | |
| "first_row": 82944, | |
| "rows": 1024, | |
| "reference_sse": 47.861045837402344, | |
| "reference_energy": 391114.875 | |
| }, | |
| { | |
| "first_row": 94208, | |
| "rows": 1024, | |
| "reference_sse": 75.02511596679688, | |
| "reference_energy": 807968.0 | |
| }, | |
| { | |
| "first_row": 95232, | |
| "rows": 1024, | |
| "reference_sse": 46.63742446899414, | |
| "reference_energy": 398008.8125 | |
| } | |
| ] | |
| }, | |
| "initial_reasoning_validation": null, | |
| "final_reasoning_validation": null, | |
| "validation_distribution": "reasoning only", | |
| "serialized_validation": { | |
| "target_rel": 0.0013590989109528494, | |
| "reference_rel": 0.007548822557842089 | |
| }, | |
| "development_audit": { | |
| "target_rel": 0.0021692622873737124, | |
| "reference_rel": 0.009149897310529839, | |
| "boundary_rel": 0.05932958864768074, | |
| "bulk_rel": 0.0021685352613771717, | |
| "boundary_rows": 10, | |
| "windows": [ | |
| { | |
| "first_row": 10240, | |
| "rows": 1024, | |
| "reference_sse": 127.5205078125, | |
| "reference_energy": 784687.0 | |
| }, | |
| { | |
| "first_row": 11264, | |
| "rows": 1024, | |
| "reference_sse": 48.958980560302734, | |
| "reference_energy": 817930.875 | |
| }, | |
| { | |
| "first_row": 22528, | |
| "rows": 1024, | |
| "reference_sse": 77.83999633789062, | |
| "reference_energy": 395126.15625 | |
| }, | |
| { | |
| "first_row": 23552, | |
| "rows": 1024, | |
| "reference_sse": 45.68903350830078, | |
| "reference_energy": 389303.375 | |
| }, | |
| { | |
| "first_row": 34816, | |
| "rows": 1024, | |
| "reference_sse": 61.118412017822266, | |
| "reference_energy": 813355.8125 | |
| }, | |
| { | |
| "first_row": 35840, | |
| "rows": 1024, | |
| "reference_sse": 45.03987121582031, | |
| "reference_energy": 819497.0625 | |
| }, | |
| { | |
| "first_row": 47104, | |
| "rows": 1024, | |
| "reference_sse": 45.806915283203125, | |
| "reference_energy": 370809.5 | |
| }, | |
| { | |
| "first_row": 48128, | |
| "rows": 1024, | |
| "reference_sse": 36.92018127441406, | |
| "reference_energy": 392154.9375 | |
| }, | |
| { | |
| "first_row": 59392, | |
| "rows": 1024, | |
| "reference_sse": 78.35218048095703, | |
| "reference_energy": 793577.0625 | |
| }, | |
| { | |
| "first_row": 60416, | |
| "rows": 1024, | |
| "reference_sse": 46.554595947265625, | |
| "reference_energy": 802145.4375 | |
| }, | |
| { | |
| "first_row": 71680, | |
| "rows": 1024, | |
| "reference_sse": 27.82541275024414, | |
| "reference_energy": 809944.9375 | |
| }, | |
| { | |
| "first_row": 72704, | |
| "rows": 1024, | |
| "reference_sse": 33.662200927734375, | |
| "reference_energy": 818017.75 | |
| }, | |
| { | |
| "first_row": 83968, | |
| "rows": 1024, | |
| "reference_sse": 69.15956115722656, | |
| "reference_energy": 809467.125 | |
| }, | |
| { | |
| "first_row": 84992, | |
| "rows": 1024, | |
| "reference_sse": 49.998619079589844, | |
| "reference_energy": 379213.3125 | |
| }, | |
| { | |
| "first_row": 96256, | |
| "rows": 1024, | |
| "reference_sse": 46.072628021240234, | |
| "reference_energy": 387386.625 | |
| }, | |
| { | |
| "first_row": 97280, | |
| "rows": 1024, | |
| "reference_sse": 30.550865173339844, | |
| "reference_energy": 821868.25 | |
| } | |
| ] | |
| }, | |
| "initial_development_audit": { | |
| "target_rel": 0.0023164123170559994, | |
| "reference_rel": 0.009214108550176165, | |
| "boundary_rel": 0.06188832313734172, | |
| "bulk_rel": 0.002315671569128643, | |
| "boundary_rows": 10, | |
| "windows": [ | |
| { | |
| "first_row": 10240, | |
| "rows": 1024, | |
| "reference_sse": 127.93661499023438, | |
| "reference_energy": 784687.0 | |
| }, | |
| { | |
| "first_row": 11264, | |
| "rows": 1024, | |
| "reference_sse": 50.33224105834961, | |
| "reference_energy": 817930.875 | |
| }, | |
| { | |
| "first_row": 22528, | |
| "rows": 1024, | |
| "reference_sse": 78.21121215820312, | |
| "reference_energy": 395126.15625 | |
| }, | |
| { | |
| "first_row": 23552, | |
| "rows": 1024, | |
| "reference_sse": 46.34546661376953, | |
| "reference_energy": 389303.375 | |
| }, | |
| { | |
| "first_row": 34816, | |
| "rows": 1024, | |
| "reference_sse": 62.206298828125, | |
| "reference_energy": 813355.8125 | |
| }, | |
| { | |
| "first_row": 35840, | |
| "rows": 1024, | |
| "reference_sse": 45.816673278808594, | |
| "reference_energy": 819497.0625 | |
| }, | |
| { | |
| "first_row": 47104, | |
| "rows": 1024, | |
| "reference_sse": 46.26963806152344, | |
| "reference_energy": 370809.5 | |
| }, | |
| { | |
| "first_row": 48128, | |
| "rows": 1024, | |
| "reference_sse": 37.560394287109375, | |
| "reference_energy": 392154.9375 | |
| }, | |
| { | |
| "first_row": 59392, | |
| "rows": 1024, | |
| "reference_sse": 79.11900329589844, | |
| "reference_energy": 793577.0625 | |
| }, | |
| { | |
| "first_row": 60416, | |
| "rows": 1024, | |
| "reference_sse": 47.35142517089844, | |
| "reference_energy": 802145.4375 | |
| }, | |
| { | |
| "first_row": 71680, | |
| "rows": 1024, | |
| "reference_sse": 28.685527801513672, | |
| "reference_energy": 809944.9375 | |
| }, | |
| { | |
| "first_row": 72704, | |
| "rows": 1024, | |
| "reference_sse": 34.45107650756836, | |
| "reference_energy": 818017.75 | |
| }, | |
| { | |
| "first_row": 83968, | |
| "rows": 1024, | |
| "reference_sse": 69.89288330078125, | |
| "reference_energy": 809467.125 | |
| }, | |
| { | |
| "first_row": 84992, | |
| "rows": 1024, | |
| "reference_sse": 50.83473205566406, | |
| "reference_energy": 379213.3125 | |
| }, | |
| { | |
| "first_row": 96256, | |
| "rows": 1024, | |
| "reference_sse": 46.66944885253906, | |
| "reference_energy": 387386.625 | |
| }, | |
| { | |
| "first_row": 97280, | |
| "rows": 1024, | |
| "reference_sse": 31.65604019165039, | |
| "reference_energy": 821868.25 | |
| } | |
| ] | |
| }, | |
| "best_step": 5, | |
| "steps_run": 30, | |
| "history": [ | |
| { | |
| "step": 5, | |
| "validation": { | |
| "target_rel": 0.0013590989109528494, | |
| "reference_rel": 0.007548822557842089, | |
| "boundary_rel": 0.03751980130732277, | |
| "bulk_rel": 0.0013579634441099313, | |
| "boundary_rows": 24 | |
| }, | |
| "reasoning_validation": null, | |
| "training_probe_rel": 0.3762629768712852, | |
| "batch_loss": 0.14867597818374634, | |
| "best_step": 5, | |
| "overfit_checks": 0, | |
| "seconds": 52.50445556640625, | |
| "adaptive_schedule": { | |
| "best": 0.0013590989109528494, | |
| "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": 1417216, | |
| "scales_changed": 50803034, | |
| "scale_values": 51019776 | |
| } | |
| }, | |
| { | |
| "step": 10, | |
| "validation": { | |
| "target_rel": 0.0014300483157651677, | |
| "reference_rel": 0.007562067924089202, | |
| "boundary_rel": 0.0390911740123365, | |
| "bulk_rel": 0.00142887693295051, | |
| "boundary_rows": 24 | |
| }, | |
| "reasoning_validation": null, | |
| "training_probe_rel": 0.39358266591663654, | |
| "batch_loss": 0.1501602940261364, | |
| "best_step": 5, | |
| "overfit_checks": 0, | |
| "seconds": 123.94567227363586, | |
| "adaptive_schedule": { | |
| "best": 0.0013590989109528494, | |
| "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": 34490, | |
| "codebook_values": 1417216, | |
| "scales_changed": 50819149, | |
| "scale_values": 51019776 | |
| } | |
| }, | |
| { | |
| "step": 15, | |
| "validation": { | |
| "target_rel": 0.0014328196562852125, | |
| "reference_rel": 0.007559611099071919, | |
| "boundary_rel": 0.03902326466804658, | |
| "bulk_rel": 0.0014316546323392958, | |
| "boundary_rows": 24 | |
| }, | |
| "reasoning_validation": null, | |
| "training_probe_rel": 0.3950021383790322, | |
| "batch_loss": 0.15294718742370605, | |
| "best_step": 5, | |
| "overfit_checks": 0, | |
| "seconds": 176.7134509086609, | |
| "adaptive_schedule": { | |
| "best": 0.0013590989109528494, | |
| "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": 34055, | |
| "codebook_values": 1417216, | |
| "scales_changed": 50841099, | |
| "scale_values": 51019776 | |
| } | |
| }, | |
| { | |
| "step": 20, | |
| "validation": { | |
| "target_rel": 0.0014278821651175341, | |
| "reference_rel": 0.0075594753554706455, | |
| "boundary_rel": 0.03906809624635099, | |
| "bulk_rel": 0.0014267103821219754, | |
| "boundary_rows": 24 | |
| }, | |
| "reasoning_validation": null, | |
| "training_probe_rel": 0.3923422959770039, | |
| "batch_loss": 0.15226780995726585, | |
| "best_step": 5, | |
| "overfit_checks": 0, | |
| "seconds": 252.63794350624084, | |
| "adaptive_schedule": { | |
| "best": 0.0013590989109528494, | |
| "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": 37143, | |
| "codebook_values": 1417216, | |
| "scales_changed": 50860781, | |
| "scale_values": 51019776 | |
| } | |
| }, | |
| { | |
| "step": 25, | |
| "validation": { | |
| "target_rel": 0.001385242950379184, | |
| "reference_rel": 0.007552490607965308, | |
| "boundary_rel": 0.03841918739769557, | |
| "bulk_rel": 0.001384074830625623, | |
| "boundary_rows": 24 | |
| }, | |
| "reasoning_validation": null, | |
| "training_probe_rel": 0.3817737838577274, | |
| "batch_loss": 0.14436077326536179, | |
| "best_step": 5, | |
| "overfit_checks": 0, | |
| "seconds": 305.20060777664185, | |
| "adaptive_schedule": { | |
| "best": 0.0013590989109528494, | |
| "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": 18399, | |
| "codebook_values": 1417216, | |
| "scales_changed": 50862629, | |
| "scale_values": 51019776 | |
| } | |
| }, | |
| { | |
| "step": 30, | |
| "validation": { | |
| "target_rel": 0.0013948087983861163, | |
| "reference_rel": 0.007553742631912449, | |
| "boundary_rel": 0.03850594950703197, | |
| "bulk_rel": 0.0013936434569979013, | |
| "boundary_rows": 24 | |
| }, | |
| "reasoning_validation": null, | |
| "training_probe_rel": 0.3831294769793443, | |
| "batch_loss": 0.1382920742034912, | |
| "best_step": 5, | |
| "overfit_checks": 0, | |
| "seconds": 379.96928453445435, | |
| "adaptive_schedule": { | |
| "best": 0.0013590989109528494, | |
| "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": 25267, | |
| "codebook_values": 1417216, | |
| "scales_changed": 50865210, | |
| "scale_values": 51019776 | |
| } | |
| } | |
| ], | |
| "index_reassignments": [ | |
| { | |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", | |
| "proposals": 346, | |
| "accepted": 276, | |
| "changed_groups": 147877, | |
| "training_before": 12.368152618408203, | |
| "training_after": 12.184597969055176, | |
| "acceptance": "proposal and separate training check batches", | |
| "step": 10 | |
| }, | |
| { | |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", | |
| "proposals": 346, | |
| "accepted": 272, | |
| "changed_groups": 131161, | |
| "training_before": 12.86461353302002, | |
| "training_after": 12.62559700012207, | |
| "acceptance": "proposal and separate training check batches", | |
| "step": 20 | |
| }, | |
| { | |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", | |
| "proposals": 346, | |
| "accepted": 258, | |
| "changed_groups": 112347, | |
| "training_before": 11.797676086425781, | |
| "training_after": 11.688483238220215, | |
| "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 | |
| }, | |
| "version": 4, | |
| "block_scale_dtype": "float16", | |
| "codebook_scope": "expert", | |
| "bits": 2.125, | |
| "codebook_sizes": [ | |
| 256, | |
| 256 | |
| ], | |
| "index_bits": [ | |
| 8, | |
| 8 | |
| ], | |
| "words_per_tile": 64, | |
| "production_ready": true, | |
| "roundtrip": "all expert indices exact; 3 decoded weights/projection exact", | |
| "requires_8x8_loader_kernel": true, | |
| "production_gate": "sm120 smoke+speed 2026-09-22: coherence PASS; code 128.5 / prose 90.5 / count 140.6 / pangram 138.2 tok/s single-stream (MTP ns=3, tok/step 2.51-3.97); image glm53-arvq-sm120:v4v5-d7ada6d-20260922 @ 950K ctx" | |
| } |