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README.md
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---
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library_name: openpi
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tags:
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- robotics
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- openpi
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- pi0
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- franka
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---
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# EXP1_5_a100
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openpi π₀.₅ policy checkpoint.
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- **Train config:** `pi05_Franka_EXP1_5`
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- **Experiment:** `EXP1_5_a100`
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- **Checkpoints in this repo:**
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- `step_1999/`
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Each folder is one training step and is self-contained.
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- **Training dataset:** [saifahmad123/EXP1_5](https://huggingface.co/datasets/saifahmad123/EXP1_5)
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## Contents
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| Path | Purpose |
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|---|---|
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| `step_1999/params/` | Model weights. Required to serve the policy. |
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| `step_1999/assets/` | Normalization statistics. Required to serve the policy. |
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| `step_1999/train_state/` | Optimizer state. Only present if uploaded with `--include-train-state`; needed to resume training. |
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## Usage
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```python
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from huggingface_hub import snapshot_download
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from openpi.policies import policy_config
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from openpi.training import config as _config
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ckpt = snapshot_download("saifahmad123/EXP1_5_a100", allow_patterns="step_1999/*") + "/step_1999"
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train_config = _config.get_config("pi05_Franka_EXP1_5")
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policy = policy_config.create_trained_policy(train_config, ckpt)
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action_chunk = policy.infer(observation)["actions"]
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```
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