Public experiment storage under ryanjin333. Production training is active; no evaluated all-100 success rate is available yet. Official pi0.5 base will be fine-tuned on all100 tasks using RGB, state and actions.
Parameters—
Context—
Weights12.4 GB
License—
AccessOpen weights
Monthly Downloads—
Model Card
Public experiment storage under ryanjin333. Production training is active; no evaluated all-100 success rate is available yet. Official pi0.5 base will be fine-tuned on all100 tasks using RGB, state and actions. One preemptible Nebius RTX PRO6000 trains; all evaluation and replay use the existing Linux machine. Six-update full-model qualification passed after fixing the video-decoder cache. Measured steady throughput was19.9245seconds per effective-batch256 update, supporting an11k-update candidate with saves every40updates within a72-hour cap; measured checkpoint overhead gives an estimated68.8hours before startup and interruptions. This is not a success-rate prediction. Production is…
Excerpt from the card by Ryan Jin.
Identity and Version
- Repository
- ryanjin333/behavior-pi05-all100
- Publisher
- Ryan Jin
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 9e6b71847e8fb14a381e3b4666b8c0e554398f18
- First published
- 2026-09-18
- Last updated
- 2026-09-18
Files and Weights
140 files, 12.4 GB in total.
Configuration79 files · 6.7 MB
Tokenizer1 file · 265 B
Documentation2 files · 91.2 KB
Other57 files · 12.4 GB
Repository1 file · 2.9 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| planning/automatic-fallback-drill-progress.json | Configuration | 654 B | — |
| planning/automatic-fallback-receipt.json | Configuration | 10.4 KB | — |
| planning/base-receipt.json | Configuration | 6.5 KB | — |
| planning/base-validation.json | Configuration | 209 B | — |
| planning/base-weights.json | Configuration | 6.6 KB | — |
| planning/boot-snapshot.json | Configuration | 604 B | — |
| planning/dataset-correction-evidence.json | Configuration | 1.1 KB | — |
| planning/dataset-info.json | Configuration | 6.9 KB | — |
| planning/dataset-validation.json | Configuration | 22.0 KB | — |
| planning/decoder-cache-fix.json | Configuration | 786 B | — |
| planning/development-panel.json | Configuration | 1.7 KB | — |
| planning/full-remote-recovery.json | Configuration | 10.3 KB | — |
| planning/gpu-capacity-advice.json | Configuration | 1.2 KB | — |
| planning/gpu-qualification-result.json | Configuration | 556 B | — |
| planning/image-sanitization-evidence.json | Configuration | 605 B | — |
| planning/infrastructure-changes.json | Configuration | 7.4 KB | — |
| planning/ipc-probe-result.json | Configuration | 99 B | — |
| planning/linux-environment-smoke-publication.json | Configuration | 334 B | — |
| planning/linux-environment-smoke.json | Configuration | 444 B | — |
| planning/linux-environment-video-probe.json | Configuration | 249 B | — |
| planning/linux-export-evidence.json | Configuration | 748 B | — |
| planning/linux-inference-probe.json | Configuration | 1.9 KB | — |
| planning/linux-policy-download.json | Configuration | 458 B | — |
| planning/linux-termination-evidence.json | Configuration | 62 B | — |
| planning/linux-termination-publication.json | Configuration | 334 B | — |
| planning/linux-watcher-smoke.json | Configuration | 117 B | — |
| planning/metadata-audit.json | Configuration | 462 B | — |
| planning/norm_stats.json | Configuration | 5.6 KB | — |
| planning/normalization-receipt.json | Configuration | 1.6 KB | — |
| planning/openpi-changes.json | Configuration | 4.4 KB | — |
| planning/policy-admission-episode.json | Configuration | 1.2 KB | — |
| planning/policy-admission-publication.json | Configuration | 330 B | — |
| planning/price-evidence.json | Configuration | 637 B | — |
| planning/production-budget.json | Configuration | 253 B | — |
| planning/production-candidate.json | Configuration | 36.2 KB | — |
| planning/production-checkpoint1.json | Configuration | 179 B | — |
| planning/production-checkpoint40-verification.json | Configuration | 590 B | — |
| planning/production-first-update.json | Configuration | 287 B | — |
| planning/production-install-manifest.json | Configuration | 887 B | — |
| planning/production-progress.json | Configuration | 284 B | — |
| planning/production-public-checkpoint1.json | Configuration | 9.8 KB | — |
| planning/production-qualified-run.json | Configuration | 36.5 KB | — |
| planning/production-started-evidence.json | Configuration | 364 B | — |
| planning/public-bucket-recovery-evidence.json | Configuration | 404 B | — |
| planning/public-retention-evidence.json | Configuration | 479 B | — |
| planning/qualification-batch16-cachefix.json | Configuration | 35.2 KB | — |
| planning/qualification-batch16-ipc2.json | Configuration | 35.0 KB | — |
| planning/qualification-batch16-mem90.json | Configuration | 35.2 KB | — |
| planning/qualification-batch16.json | Configuration | 35.0 KB | — |
| planning/qualification-instance.json | Configuration | 2.2 KB | — |
| planning/recovery-window.json | Configuration | 311 B | — |
| planning/remote-recovery-checkpoint.json | Configuration | 201 B | — |
| planning/remote-recovery-terminal.json | Configuration | 103 B | — |
| planning/remote-recovery-update7.json | Configuration | 281 B | — |
| planning/restart-drill-completion-observation.json | Configuration | 816 B | — |
| planning/restart-drill-reconciliation.json | Configuration | 822 B | — |
| planning/restart-drill-restore.json | Configuration | 714 B | — |
| planning/restart-drill-updates.json | Configuration | 750 B | — |
| planning/rgb-files.json | Configuration | 6.2 MB | — |
| planning/run-contract.json | Configuration | 11.2 KB | — |
| planning/runtime-inventory.json | Configuration | 28.3 KB | — |
| planning/staging-receipt.json | Configuration | 301 B | — |
| planning/training-task-prompts.json | Configuration | 4.8 KB | — |
| runs/all100-rgb-v1/latest-recovery.json | Configuration | 9.2 KB | — |
| runs/public-bucket-qualification-20260918/latest-policy.json | Configuration | 417 B | — |
| runs/public-bucket-qualification-20260918/latest-recovery.json | Configuration | 4.9 KB | — |
| runs/public-bucket-qualification-20260918/policies/3/assets/all100/norm_stats.json | Configuration | 182 B | — |
| runs/public-bucket-qualification-20260918/policies/3/contract.json | Configuration | 172 B | — |
| runs/public-bucket-qualification-20260918/policies/3/policy-manifest.json | Configuration | 2.9 KB | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/assets/all100/norm_stats.json | Configuration | 182 B | — |
| runs/qualification-20260918/checkpoints/3/contract.json | Configuration | 78 B | — |
| runs/qualification-20260918/checkpoints/3/manifest.json | Configuration | 5.8 KB | — |
| runs/qualification-20260918/latest.json | Configuration | 392 B | — |
| runs/qualification-batch16-cachefix/latest-policy.json | Configuration | 405 B | — |
| runs/qualification-batch16-cachefix/latest-recovery.json | Configuration | 9.6 KB | — |
| runs/qualification-batch16-cachefix/policies/6/assets/all100/norm_stats.json | Configuration | 5.6 KB | — |
| runs/qualification-batch16-cachefix/policies/6/contract.json | Configuration | 35.2 KB | — |
| runs/qualification-batch16-cachefix/policies/6/policy-manifest.json | Configuration | 5.3 KB | — |
| runs/qualification-retention-20260918/latest-recovery.json | Configuration | 4.9 KB | — |
| README.md | Documentation | 2.7 KB | — |
| planning/launch-plan.md | Documentation | 88.6 KB | — |
| planning/ffmpeg-package-versions.txt | Other | 132 B | — |
| planning/infrastructure-changes.tar.gz | Other | 42.8 KB | abebde9bbd6a |
| planning/openpi-changes.tar.gz | Other | 43.5 KB | 9857e0011fe1 |
| planning/production-runtime.env | Other | 104 B | — |
| planning/qualification-preparation-tests.txt | Other | 655 B | — |
| planning/review-notes.txt | Other | 785 B | — |
| planning/trainer-tests.txt | Other | 420 B | — |
| runs/public-bucket-qualification-20260918/policies/3/params/_METADATA | Other | 693 B | — |
| runs/public-bucket-qualification-20260918/policies/3/params/_sharding | Other | 235 B | — |
| runs/public-bucket-qualification-20260918/policies/3/params/array_metadatas/process_0 | Other | 281 B | — |
| runs/public-bucket-qualification-20260918/policies/3/params/d/c6a53ffc146f7ee08f724458e2e921ce | Other | 263 B | — |
| runs/public-bucket-qualification-20260918/policies/3/params/manifest.ocdbt | Other | 113 B | — |
| runs/public-bucket-qualification-20260918/policies/3/params/ocdbt.process_0/d/12bfc143bf0f763d1d3aaf99eec8e8e2 | Other | 214 B | — |
| runs/public-bucket-qualification-20260918/policies/3/params/ocdbt.process_0/d/24e5ac5471070f366f7b100df4e0f008 | Other | 263 B | — |
| runs/public-bucket-qualification-20260918/policies/3/params/ocdbt.process_0/d/7a5989cb0019bae0e4304a47229a6386 | Other | 247 B | — |
| runs/public-bucket-qualification-20260918/policies/3/params/ocdbt.process_0/d/8ef1cb7695087e7d3b1497514dfe1bd5 | Other | 187 B | — |
| runs/public-bucket-qualification-20260918/policies/3/params/ocdbt.process_0/manifest.ocdbt | Other | 236 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/_CHECKPOINT_METADATA | Other | 426 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/params/_METADATA | Other | 693 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/params/_sharding | Other | 235 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/params/array_metadatas/process_0 | Other | 281 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/params/d/14e6aa996e6585ca58a8ca27c377d9e6 | Other | 263 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/params/manifest.ocdbt | Other | 113 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/params/ocdbt.process_0/d/11b11b83cea9f07f1e5d98fbfb77c83e | Other | 214 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/params/ocdbt.process_0/d/4753795423fe056ede68db6de3fb8ab7 | Other | 240 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/params/ocdbt.process_0/d/768088b19ad539f27ee43e947a1c704a | Other | 263 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/params/ocdbt.process_0/d/9a7986e7c3c65841fec064f3f5aef376 | Other | 186 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/params/ocdbt.process_0/manifest.ocdbt | Other | 231 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/train_state/_METADATA | Other | 3.5 KB | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/train_state/_sharding | Other | 1.1 KB | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/train_state/array_metadatas/process_0 | Other | 1.2 KB | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/train_state/d/1f940e52a1dce845038ae007d5d61f51 | Other | 406 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/train_state/manifest.ocdbt | Other | 113 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/train_state/ocdbt.process_0/d/12c28ce164dce03b4b62c9b16982f51c | Other | 310 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/train_state/ocdbt.process_0/d/17879d476899b1c880f802ece94b6818 | Other | 406 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/train_state/ocdbt.process_0/d/234b68168c941b46249d92a9fb5dcea8 | Other | 171 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/train_state/ocdbt.process_0/d/53c47487da99c7474e088c66fce8cd95 | Other | 331 B | — |
| runs/qualification-20260918/checkpoints/3/checkpoint/train_state/ocdbt.process_0/manifest.ocdbt | Other | 238 B | — |
| runs/qualification-batch16-cachefix/policies/6/params/_METADATA | Other | 23.5 KB | — |
| runs/qualification-batch16-cachefix/policies/6/params/_sharding | Other | 12.8 KB | — |
| runs/qualification-batch16-cachefix/policies/6/params/array_metadatas/process_0 | Other | 9.2 KB | — |
| runs/qualification-batch16-cachefix/policies/6/params/d/402aaa11d4904bab9e91754971206eb5 | Other | 2.1 KB | — |
| runs/qualification-batch16-cachefix/policies/6/params/manifest.ocdbt | Other | 117 B | — |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/1519b9dd706d3e9a115ee6e595a83959 | Other | 1.1 KB | — |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/242539fb7fa41b66b4d9bc8654da2543 | Other | 34.9 MB | c0ffc7de3ee8 |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/59f78212db51b128355175995b1dbcef | Other | 10.1 MB | 8e12e5db8a97 |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/5d505b06070cc6ac7e2883086791c29d | Other | 2.2 GB | d3ed29f802be |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/72189ebc41984139bad8d5f4f523a03c | Other | 213 B | — |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/8fb3453f29abde67ba085bf17fd84abf | Other | 5.4 KB | — |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/9831b22e27afa961b8b5f8ddcb0d8f14 | Other | 70.0 MB | e76f1ad6afa3 |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/c2586311ae69a089a4ebbea1a4c201f3 | Other | 2.2 GB | ec4d9fad4ab9 |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/cbbc13010ec40c9767b3527f7b40d5bf | Other | 2.0 GB | 94505b8cfde7 |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/d4e68d33988e418b246de61071eb02bd | Other | 2.7 GB | a072598c778a |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/dfe42f12d3c7ff290ef37bbcc01e14ea | Other | 672.1 MB | 5bd8593207cf |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/e1966a1c19ca50d735c7bf8e98c3f2a0 | Other | 2.5 GB | 2ca6e511c3fd |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/d/e1c5b8b96ad0c01923ca7755c2a20a14 | Other | 20.4 MB | a7f2ea848c30 |
| runs/qualification-batch16-cachefix/policies/6/params/ocdbt.process_0/manifest.ocdbt | Other | 537 B | — |
| .gitattributes | Repository | 2.9 KB | — |
| planning/tokenizer-receipt.json | Tokenizer | 265 B | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
Download from Ryan Jin
Released by Ryan Jin through its official repository on Hugging Face.