IMPRINT RoboCasa Recurrent Checkpoint

Canonical Pi0.5 IMPRINT checkpoint for the customized 12-task RoboCasa benchmark using the recurrent gated-delta memory encoder.

  • Stage 1: trained 180,000 updates, selected at 160,000, W&B far-wandb/Robocasa/ag6ytzrm
  • Stage 2: 150,000 updates, W&B far-wandb/Robocasa/1ozs9qy8
  • memory tokens: 256 x 1024
  • policy horizon: 20
  • training scan: chunkwise WY
  • inference update: incremental recurrent
  • Stage 2: memory encoder finetuned; image tower frozen

The Stage-2 model-level auxiliary weight was zero. The archived history YAML retains a legacy aux_weight: 0.25 preload flag, which caused auxiliary targets to be read but did not contribute an auxiliary loss.

Use yilin-wu/imprint-robocasa-600 for training and yilin-wu/imprint-robocasa-environment for the exact patched RoboCasa 1.0.1 simulator source. This release contains the complete Stage-2 Orbax parameter checkpoint, including the PaliGemma/Gemma backbone. It is a Gemma model derivative and is distributed subject to the included Gemma Terms of Use. Large simulator assets are not duplicated.

The matching training store, patched simulator source, and reproducibility code are publicly available under the IMPRINT release.

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