Document architecture/model/task checkpoint layout
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README.md
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---
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language:
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- en
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tags:
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- robotics
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- vision-language-action
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- rsci
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---
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# RSCI checkpoints
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Full 40,000-step training checkpoints for Rethinking State Conditioning in Vision-Language-Action Models.
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## Layout
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`newcheckpoint/<architecture>/<model>/<task>/<vlm-mode>/<run>/`
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- Architecture: `Psi0`.
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- Models: `VGQ-AE`, `(VGQ-AE-D)`; further variants retain their own names.
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- Tasks: `betweentables`, `hug`, `oven`, `faucet`, `xmovepick`, `handover`.
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- VLM mode: `frozen` or `lora`.
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Each published run includes `checkpoints/ckpt_40000/` with model weights, optimizer, scheduler and all distributed-rank random states, plus training configuration, launch contract and a SHA256 manifest. Runs and tasks are kept separate. Earlier intermediate checkpoints, training datasets and evaluation videos are not included.
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The accompanying configurations identify the actual model, data and source version. Checkpoint publication does not assert an evaluation success rate. See each run's manifest for provenance and exact file hashes.
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