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SmolVLA

Hugging Face / LeRobot

A smaller VLA reference with a documented fine-tuning workflow.

What you can explore

Multiple camera views, robot state and language conditioning. Continuous action chunks, learned with flow matching.

Before you use it

The documentation illustrates SO100/SO101 arm tasks. Those examples do not establish independent finger control.

Original contributors

Hugging Face / LeRobot

License / access: Base model card lists Apache-2.0. Check each dataset and dependency independently.

Architecture and workflow

Model card and weights

Editorial reference · checked 2026-09-25

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