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LeRobot v0.4.0 Released: Supporting Robot Learning at Scale

·2025.10.24 09:00

Key point

Hugging Face's LeRobot v0.4.0 has been released, introducing large-scale dataset support and new VLA models.

Details

Hugging Face's open-source robot learning library LeRobot has unveiled powerful features for large-scale robot learning through its v0.4.0 update.

Key Updates:

  • Datasets v3.0: Introduced a Chunked Episodes format and streaming capability for processing large-scale datasets (OXE, Droid, etc.). All episode metadata has been consolidated into structured Parquet files, greatly improving management efficiency and loading speed.

  • New Models and Simulations: Supports the latest VLA (Vision-Language-Action) models such as PI0.5 and GR00T N1.5, and newly integrates the LIBERO and Meta-World simulation environments.

  • Hardware and Development Tools: A new plugin system facilitates hardware integration, with support for Reachy 2 and smartphone connectivity. It also simplifies the multi-GPU training process, making it easier to build large-scale training environments.

  • Educational Resources: A new Hugging Face Robot Learning Course for robot learning was also released alongside the update.

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