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@@ -79,18 +79,23 @@ When using LIBERO through LeRobot, policies interact with the environment via **
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We also provide a notebook for quick testing:
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Training with LIBERO
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## Training with LIBERO
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When training on LIBERO tasks, make sure your dataset parquet and metadata keys follow the LeRobot convention.
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The environment expects:
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observation.state → 8-dim agent state
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- `observation.state` → 8-dim agent state
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- `observation.images.image` → main camera (`agentview_image`)
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- `observation.images.image2` → wrist camera (`robot0_eye_in_hand_image`)
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observation.images.image → main camera (agentview_image)
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⚠️ Cleaning the dataset upfront is **cleaner and more efficient** than remapping keys inside the code. We plan to provide a script to easily preprocess such data.
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observation.images.image2 → wrist camera (robot0_eye_in_hand_image)
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---
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⚠️ Cleaning the dataset upfront is cleaner and more efficient than remapping keys inside the code. We plan to provide a script to easily preprocess such data.
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### Example training command
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Example training command
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```bash
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python src/lerobot/scripts/train.py \
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--policy.type=smolvla \
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--dataset.repo_id=jadechoghari/smol-libero3 \
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@@ -102,11 +107,13 @@ python src/lerobot/scripts/train.py \
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--env.multitask_eval=True \
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--eval.batch_size=1 \
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--eval.n_episodes=1
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```
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Note on rendering
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---
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### Note on rendering
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LeRobot uses MuJoCo for simulation. You need to set the rendering backend before training or evaluation:
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export MUJOCO_GL=egl → for headless servers (e.g. HPC, cloud)
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export MUJOCO_GL=glfw → for local runs with a display
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- `export MUJOCO_GL=egl` → for headless servers (e.g. HPC, cloud)
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- `export MUJOCO_GL=glfw` → for local runs with a display
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