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pi06 RECAP reproduction kit

A minimal, open-sourceable toolkit for reproducing the local pi0.6-style RECAP pipeline from this workspace, without bundling unrelated pi05 training code, local datasets, or model weights.

Included

  • pi06_recap/: core package for manifest building, VF training/scoring, and advantage labeling
  • scripts/: runnable entrypoints plus openpi prompt-patch helpers
  • docs/REPRODUCE_PI06_RECAP.md: end-to-end reproduction notes
  • docs/SOURCE_NOTES.md: source/reference notes kept from the original workspace

Not included

  • local datasets
  • model checkpoints / downloaded base models
  • cluster-specific slurm launchers
  • local RLinf RECAP workspace state
  • unrelated pi05 training code and artifacts

Quick start

python3 -m venv .venv
source .venv/bin/activate
pip install -U pip
pip install -r requirements-vf.txt

Then follow docs/REPRODUCE_PI06_RECAP.md.

Repository hygiene

This export intentionally strips:

  • large model files
  • local logs and outputs
  • machine-specific absolute-path configs
  • cached environments

You should replace any example paths in docs/scripts with paths valid for your own machine.

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a reproduction of pi0.6 recap algorithm

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