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# Data Preparation

The training code expects LeRobot-style data.

## Expected Dataset Layout

```text
<dataset_name>/
β”œβ”€β”€ data/chunk-000/episode_*.parquet
β”œβ”€β”€ meta/
β”‚   β”œβ”€β”€ info.json
β”‚   β”œβ”€β”€ episodes.jsonl
β”‚   β”œβ”€β”€ episodes_stats.jsonl
β”‚   └── tasks.jsonl
└── videos/chunk-000/*.mp4
```

## Useful Utilities

- ALOHA conversion example:
  - `policy_and_value/policy_offline_and_value/examples/aloha_real/convert_to_lerobot.py`
- Lightweight LeRobot tools:
  - `policy_and_value/policy_offline_and_value/mini_lerobot/`
- Dynamics-model video resize helper:
  - `dynamics/dynamics_model/preprocess.sh`