Download pv_layers/layer_005.json from jarrelscy/GLM-5.3-Vision-NVFP4-ARVQ-v2-hybrid: direct link, hf CLI and curl.
- Browser
- Download file 19.6 kB
-
https://huggingface.co/jarrelscy/GLM-5.3-Vision-NVFP4-ARVQ-v2-hybrid/resolve/cbde0aed09e981e68bfefc827cb22d5fbdb81cfb/pv_layers/layer_005.json
- Command line
-
hf download hf://jarrelscy/GLM-5.3-Vision-NVFP4-ARVQ-v2-hybrid@cbde0aed09e981e68bfefc827cb22d5fbdb81cfb/pv_layers/layer_005.json
-
curl -L -o layer_005.json https://huggingface.co/jarrelscy/GLM-5.3-Vision-NVFP4-ARVQ-v2-hybrid/resolve/cbde0aed09e981e68bfefc827cb22d5fbdb81cfb/pv_layers/layer_005.json
19.6 kB
| { | |
| "layer": 5, | |
| "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": 0.017510809110214375, | |
| "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": 1384448, | |
| "scales_changed": 49019427, | |
| "scale_values": 49840128 | |
| }, | |
| "initial_validation": { | |
| "target_rel": 0.022025915136895457, | |
| "reference_rel": 0.026978724714302505, | |
| "boundary_rel": 0.020479525108562605, | |
| "bulk_rel": 0.02202760614106841, | |
| "boundary_rows": 24, | |
| "windows": [ | |
| { | |
| "first_row": 8192, | |
| "rows": 1024, | |
| "reference_sse": 0.6013250946998596, | |
| "reference_energy": 418.49530029296875 | |
| }, | |
| { | |
| "first_row": 9216, | |
| "rows": 1024, | |
| "reference_sse": 0.1910983920097351, | |
| "reference_energy": 330.1800537109375 | |
| }, | |
| { | |
| "first_row": 20480, | |
| "rows": 1024, | |
| "reference_sse": 0.2906970977783203, | |
| "reference_energy": 385.4518127441406 | |
| }, | |
| { | |
| "first_row": 21504, | |
| "rows": 1024, | |
| "reference_sse": 0.19734543561935425, | |
| "reference_energy": 333.81439208984375 | |
| }, | |
| { | |
| "first_row": 32768, | |
| "rows": 1024, | |
| "reference_sse": 0.14879629015922546, | |
| "reference_energy": 349.9021301269531 | |
| }, | |
| { | |
| "first_row": 33792, | |
| "rows": 1024, | |
| "reference_sse": 0.1535883992910385, | |
| "reference_energy": 343.6252746582031 | |
| }, | |
| { | |
| "first_row": 45056, | |
| "rows": 1024, | |
| "reference_sse": 0.20503777265548706, | |
| "reference_energy": 371.6011047363281 | |
| }, | |
| { | |
| "first_row": 46080, | |
| "rows": 1024, | |
| "reference_sse": 0.1895182728767395, | |
| "reference_energy": 349.6247863769531 | |
| }, | |
| { | |
| "first_row": 57344, | |
| "rows": 1024, | |
| "reference_sse": 0.3559911847114563, | |
| "reference_energy": 372.8977355957031 | |
| }, | |
| { | |
| "first_row": 58368, | |
| "rows": 1024, | |
| "reference_sse": 0.17106018960475922, | |
| "reference_energy": 363.89935302734375 | |
| }, | |
| { | |
| "first_row": 69632, | |
| "rows": 1024, | |
| "reference_sse": 0.21505258977413177, | |
| "reference_energy": 383.15155029296875 | |
| }, | |
| { | |
| "first_row": 70656, | |
| "rows": 1024, | |
| "reference_sse": 0.2684299945831299, | |
| "reference_energy": 333.9862976074219 | |
| }, | |
| { | |
| "first_row": 81920, | |
| "rows": 1024, | |
| "reference_sse": 0.2415110170841217, | |
| "reference_energy": 378.48675537109375 | |
| }, | |
| { | |
| "first_row": 82944, | |
| "rows": 1024, | |
| "reference_sse": 0.18212980031967163, | |
| "reference_energy": 331.9223937988281 | |
| }, | |
| { | |
| "first_row": 94208, | |
| "rows": 1024, | |
| "reference_sse": 0.2167990505695343, | |
| "reference_energy": 372.39263916015625 | |
| }, | |
| { | |
| "first_row": 95232, | |
| "rows": 1024, | |
| "reference_sse": 0.6767147779464722, | |
| "reference_energy": 495.36676025390625 | |
| } | |
| ] | |
| }, | |
| "final_validation": { | |
| "target_rel": 0.017510809110214375, | |
| "reference_rel": 0.023397290022624796, | |
| "boundary_rel": 0.018205625110319434, | |
| "bulk_rel": 0.017510006124935865, | |
| "boundary_rows": 24, | |
| "windows": [ | |
| { | |
| "first_row": 8192, | |
| "rows": 1024, | |
| "reference_sse": 0.4142177104949951, | |
| "reference_energy": 418.49530029296875 | |
| }, | |
| { | |
| "first_row": 9216, | |
| "rows": 1024, | |
| "reference_sse": 0.16453313827514648, | |
| "reference_energy": 330.1800537109375 | |
| }, | |
| { | |
| "first_row": 20480, | |
| "rows": 1024, | |
| "reference_sse": 0.2022692710161209, | |
| "reference_energy": 385.4518127441406 | |
| }, | |
| { | |
| "first_row": 21504, | |
| "rows": 1024, | |
| "reference_sse": 0.16735368967056274, | |
| "reference_energy": 333.81439208984375 | |
| }, | |
| { | |
| "first_row": 32768, | |
| "rows": 1024, | |
| "reference_sse": 0.12232229113578796, | |
| "reference_energy": 349.9021301269531 | |
| }, | |
| { | |
| "first_row": 33792, | |
| "rows": 1024, | |
| "reference_sse": 0.13499850034713745, | |
| "reference_energy": 343.6252746582031 | |
| }, | |
| { | |
| "first_row": 45056, | |
| "rows": 1024, | |
| "reference_sse": 0.15342189371585846, | |
| "reference_energy": 371.6011047363281 | |
| }, | |
| { | |
| "first_row": 46080, | |
| "rows": 1024, | |
| "reference_sse": 0.15067599713802338, | |
| "reference_energy": 349.6247863769531 | |
| }, | |
| { | |
| "first_row": 57344, | |
| "rows": 1024, | |
| "reference_sse": 0.2256251573562622, | |
| "reference_energy": 372.8977355957031 | |
| }, | |
| { | |
| "first_row": 58368, | |
| "rows": 1024, | |
| "reference_sse": 0.14296340942382812, | |
| "reference_energy": 363.89935302734375 | |
| }, | |
| { | |
| "first_row": 69632, | |
| "rows": 1024, | |
| "reference_sse": 0.16902199387550354, | |
| "reference_energy": 383.15155029296875 | |
| }, | |
| { | |
| "first_row": 70656, | |
| "rows": 1024, | |
| "reference_sse": 0.1870902180671692, | |
| "reference_energy": 333.9862976074219 | |
| }, | |
| { | |
| "first_row": 81920, | |
| "rows": 1024, | |
| "reference_sse": 0.17149503529071808, | |
| "reference_energy": 378.48675537109375 | |
| }, | |
| { | |
| "first_row": 82944, | |
| "rows": 1024, | |
| "reference_sse": 0.15481697022914886, | |
| "reference_energy": 331.9223937988281 | |
| }, | |
| { | |
| "first_row": 94208, | |
| "rows": 1024, | |
| "reference_sse": 0.17026057839393616, | |
| "reference_energy": 372.39263916015625 | |
| }, | |
| { | |
| "first_row": 95232, | |
| "rows": 1024, | |
| "reference_sse": 0.5068910121917725, | |
| "reference_energy": 495.36676025390625 | |
| } | |
| ] | |
| }, | |
| "initial_reasoning_validation": null, | |
| "final_reasoning_validation": null, | |
| "validation_distribution": "reasoning only", | |
| "serialized_validation": { | |
| "target_rel": 0.017510809110214375, | |
| "reference_rel": 0.023397290022624796 | |
| }, | |
| "development_audit": { | |
| "target_rel": 0.02653673988341744, | |
| "reference_rel": 0.03463731141187894, | |
| "boundary_rel": 0.03644439950089666, | |
| "bulk_rel": 0.026533003207049297, | |
| "boundary_rows": 10, | |
| "windows": [ | |
| { | |
| "first_row": 10240, | |
| "rows": 1024, | |
| "reference_sse": 0.5480566024780273, | |
| "reference_energy": 426.64923095703125 | |
| }, | |
| { | |
| "first_row": 11264, | |
| "rows": 1024, | |
| "reference_sse": 0.7753756046295166, | |
| "reference_energy": 438.2467041015625 | |
| }, | |
| { | |
| "first_row": 22528, | |
| "rows": 1024, | |
| "reference_sse": 0.7050368785858154, | |
| "reference_energy": 402.40081787109375 | |
| }, | |
| { | |
| "first_row": 23552, | |
| "rows": 1024, | |
| "reference_sse": 0.31062668561935425, | |
| "reference_energy": 358.003173828125 | |
| }, | |
| { | |
| "first_row": 34816, | |
| "rows": 1024, | |
| "reference_sse": 0.4172237515449524, | |
| "reference_energy": 396.16064453125 | |
| }, | |
| { | |
| "first_row": 35840, | |
| "rows": 1024, | |
| "reference_sse": 0.3146475553512573, | |
| "reference_energy": 406.17303466796875 | |
| }, | |
| { | |
| "first_row": 47104, | |
| "rows": 1024, | |
| "reference_sse": 0.4424397647380829, | |
| "reference_energy": 370.8722229003906 | |
| }, | |
| { | |
| "first_row": 48128, | |
| "rows": 1024, | |
| "reference_sse": 0.40238040685653687, | |
| "reference_energy": 378.62982177734375 | |
| }, | |
| { | |
| "first_row": 59392, | |
| "rows": 1024, | |
| "reference_sse": 0.6422125101089478, | |
| "reference_energy": 410.099609375 | |
| }, | |
| { | |
| "first_row": 60416, | |
| "rows": 1024, | |
| "reference_sse": 0.36727356910705566, | |
| "reference_energy": 419.7847595214844 | |
| }, | |
| { | |
| "first_row": 71680, | |
| "rows": 1024, | |
| "reference_sse": 0.6229636669158936, | |
| "reference_energy": 411.7772216796875 | |
| }, | |
| { | |
| "first_row": 72704, | |
| "rows": 1024, | |
| "reference_sse": 0.39843815565109253, | |
| "reference_energy": 409.7033996582031 | |
| }, | |
| { | |
| "first_row": 83968, | |
| "rows": 1024, | |
| "reference_sse": 0.4346219301223755, | |
| "reference_energy": 397.5848693847656 | |
| }, | |
| { | |
| "first_row": 84992, | |
| "rows": 1024, | |
| "reference_sse": 0.4832373857498169, | |
| "reference_energy": 388.5091552734375 | |
| }, | |
| { | |
| "first_row": 96256, | |
| "rows": 1024, | |
| "reference_sse": 0.36085033416748047, | |
| "reference_energy": 360.605712890625 | |
| }, | |
| { | |
| "first_row": 97280, | |
| "rows": 1024, | |
| "reference_sse": 0.41333675384521484, | |
| "reference_energy": 391.7626953125 | |
| } | |
| ] | |
| }, | |
| "initial_development_audit": { | |
| "target_rel": 0.031310497183358675, | |
| "reference_rel": 0.038587220073558276, | |
| "boundary_rel": 0.039491968074122925, | |
| "bulk_rel": 0.031307557642050676, | |
| "boundary_rows": 10, | |
| "windows": [ | |
| { | |
| "first_row": 10240, | |
| "rows": 1024, | |
| "reference_sse": 0.6811635494232178, | |
| "reference_energy": 426.64923095703125 | |
| }, | |
| { | |
| "first_row": 11264, | |
| "rows": 1024, | |
| "reference_sse": 1.0029101371765137, | |
| "reference_energy": 438.2467041015625 | |
| }, | |
| { | |
| "first_row": 22528, | |
| "rows": 1024, | |
| "reference_sse": 0.8513913154602051, | |
| "reference_energy": 402.40081787109375 | |
| }, | |
| { | |
| "first_row": 23552, | |
| "rows": 1024, | |
| "reference_sse": 0.359165221452713, | |
| "reference_energy": 358.003173828125 | |
| }, | |
| { | |
| "first_row": 34816, | |
| "rows": 1024, | |
| "reference_sse": 0.4922315776348114, | |
| "reference_energy": 396.16064453125 | |
| }, | |
| { | |
| "first_row": 35840, | |
| "rows": 1024, | |
| "reference_sse": 0.39789095520973206, | |
| "reference_energy": 406.17303466796875 | |
| }, | |
| { | |
| "first_row": 47104, | |
| "rows": 1024, | |
| "reference_sse": 0.5089852809906006, | |
| "reference_energy": 370.8722229003906 | |
| }, | |
| { | |
| "first_row": 48128, | |
| "rows": 1024, | |
| "reference_sse": 0.49228358268737793, | |
| "reference_energy": 378.62982177734375 | |
| }, | |
| { | |
| "first_row": 59392, | |
| "rows": 1024, | |
| "reference_sse": 0.7831393480300903, | |
| "reference_energy": 410.099609375 | |
| }, | |
| { | |
| "first_row": 60416, | |
| "rows": 1024, | |
| "reference_sse": 0.5025621056556702, | |
| "reference_energy": 419.7847595214844 | |
| }, | |
| { | |
| "first_row": 71680, | |
| "rows": 1024, | |
| "reference_sse": 0.7746160626411438, | |
| "reference_energy": 411.7772216796875 | |
| }, | |
| { | |
| "first_row": 72704, | |
| "rows": 1024, | |
| "reference_sse": 0.5025652647018433, | |
| "reference_energy": 409.7033996582031 | |
| }, | |
| { | |
| "first_row": 83968, | |
| "rows": 1024, | |
| "reference_sse": 0.6199367046356201, | |
| "reference_energy": 397.5848693847656 | |
| }, | |
| { | |
| "first_row": 84992, | |
| "rows": 1024, | |
| "reference_sse": 0.5952444076538086, | |
| "reference_energy": 388.5091552734375 | |
| }, | |
| { | |
| "first_row": 96256, | |
| "rows": 1024, | |
| "reference_sse": 0.4130251705646515, | |
| "reference_energy": 360.605712890625 | |
| }, | |
| { | |
| "first_row": 97280, | |
| "rows": 1024, | |
| "reference_sse": 0.5031289458274841, | |
| "reference_energy": 391.7626953125 | |
| } | |
| ] | |
| }, | |
| "best_step": 5, | |
| "steps_run": 30, | |
| "history": [ | |
| { | |
| "step": 5, | |
| "validation": { | |
| "target_rel": 0.017510809110214375, | |
| "reference_rel": 0.023397290022624796, | |
| "boundary_rel": 0.018205625110319434, | |
| "bulk_rel": 0.017510006124935865, | |
| "boundary_rows": 24 | |
| }, | |
| "reasoning_validation": null, | |
| "training_probe_rel": 0.23597635984099377, | |
| "batch_loss": 0.06884950771927834, | |
| "best_step": 5, | |
| "overfit_checks": 0, | |
| "seconds": 60.16232991218567, | |
| "adaptive_schedule": { | |
| "best": 0.017510809110214375, | |
| "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": 1384448, | |
| "scales_changed": 49019427, | |
| "scale_values": 49840128 | |
| } | |
| }, | |
| { | |
| "step": 10, | |
| "validation": { | |
| "target_rel": 0.019032933751311973, | |
| "reference_rel": 0.024522580158345825, | |
| "boundary_rel": 0.01965656962203307, | |
| "bulk_rel": 0.01903221546500221, | |
| "boundary_rows": 24 | |
| }, | |
| "reasoning_validation": null, | |
| "training_probe_rel": 0.26533347610107005, | |
| "batch_loss": 0.07768589444458485, | |
| "best_step": 5, | |
| "overfit_checks": 0, | |
| "seconds": 132.26727151870728, | |
| "adaptive_schedule": { | |
| "best": 0.017510809110214375, | |
| "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": 36618, | |
| "codebook_values": 1384448, | |
| "scales_changed": 49171891, | |
| "scale_values": 49840128 | |
| } | |
| }, | |
| { | |
| "step": 15, | |
| "validation": { | |
| "target_rel": 0.018480122995052955, | |
| "reference_rel": 0.02409313872709957, | |
| "boundary_rel": 0.019772341508350492, | |
| "bulk_rel": 0.018478607287534102, | |
| "boundary_rows": 24 | |
| }, | |
| "reasoning_validation": null, | |
| "training_probe_rel": 0.26786935047699933, | |
| "batch_loss": 0.0698256753385067, | |
| "best_step": 5, | |
| "overfit_checks": 0, | |
| "seconds": 181.22172212600708, | |
| "adaptive_schedule": { | |
| "best": 0.017510809110214375, | |
| "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": 30267, | |
| "codebook_values": 1384448, | |
| "scales_changed": 49253752, | |
| "scale_values": 49840128 | |
| } | |
| }, | |
| { | |
| "step": 20, | |
| "validation": { | |
| "target_rel": 0.018398892426836313, | |
| "reference_rel": 0.024040636317072726, | |
| "boundary_rel": 0.019795633450349712, | |
| "bulk_rel": 0.01839724944107425, | |
| "boundary_rows": 24 | |
| }, | |
| "reasoning_validation": null, | |
| "training_probe_rel": 0.26536379450388703, | |
| "batch_loss": 0.0679460670799017, | |
| "best_step": 5, | |
| "overfit_checks": 0, | |
| "seconds": 249.63782358169556, | |
| "adaptive_schedule": { | |
| "best": 0.017510809110214375, | |
| "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": 31965, | |
| "codebook_values": 1384448, | |
| "scales_changed": 49306605, | |
| "scale_values": 49840128 | |
| } | |
| }, | |
| { | |
| "step": 25, | |
| "validation": { | |
| "target_rel": 0.017539939082591702, | |
| "reference_rel": 0.023386063105578194, | |
| "boundary_rel": 0.019019941787436746, | |
| "bulk_rel": 0.0175381909705525, | |
| "boundary_rows": 24 | |
| }, | |
| "reasoning_validation": null, | |
| "training_probe_rel": 0.2525619680442518, | |
| "batch_loss": 0.060657061636447906, | |
| "best_step": 5, | |
| "overfit_checks": 0, | |
| "seconds": 298.26316261291504, | |
| "adaptive_schedule": { | |
| "best": 0.017510809110214375, | |
| "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": 18323, | |
| "codebook_values": 1384448, | |
| "scales_changed": 49314754, | |
| "scale_values": 49840128 | |
| } | |
| }, | |
| { | |
| "step": 30, | |
| "validation": { | |
| "target_rel": 0.01759846657252099, | |
| "reference_rel": 0.023420682175788427, | |
| "boundary_rel": 0.019004650213349513, | |
| "bulk_rel": 0.017596808921832813, | |
| "boundary_rows": 24 | |
| }, | |
| "reasoning_validation": null, | |
| "training_probe_rel": 0.2509645560616835, | |
| "batch_loss": 0.060954539105296135, | |
| "best_step": 5, | |
| "overfit_checks": 0, | |
| "seconds": 378.73564076423645, | |
| "adaptive_schedule": { | |
| "best": 0.017510809110214375, | |
| "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": 19290, | |
| "codebook_values": 1384448, | |
| "scales_changed": 49322024, | |
| "scale_values": 49840128 | |
| } | |
| } | |
| ], | |
| "index_reassignments": [ | |
| { | |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", | |
| "proposals": 338, | |
| "accepted": 173, | |
| "changed_groups": 76577, | |
| "training_before": 1.0662871599197388, | |
| "training_after": 1.0527929067611694, | |
| "acceptance": "proposal and separate training check batches", | |
| "step": 10 | |
| }, | |
| { | |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", | |
| "proposals": 338, | |
| "accepted": 188, | |
| "changed_groups": 55625, | |
| "training_before": 0.9701769351959229, | |
| "training_after": 0.9577231407165527, | |
| "acceptance": "proposal and separate training check batches", | |
| "step": 20 | |
| }, | |
| { | |
| "method": "expert_parallel_output_gradient_prefix_backtracking_v1", | |
| "proposals": 338, | |
| "accepted": 166, | |
| "changed_groups": 60756, | |
| "training_before": 0.885972261428833, | |
| "training_after": 0.8751962184906006, | |
| "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 | |
| } |