huggingface

    huggingface/lerobot

    πŸ€— LeRobot: Making AI for Robotics more accessible with end-to-end learning

    backend
    Python
    Apache-2.0
    28.7K stars
    6.0K forks
    28.7K GitHub watchers
    Updated Nov 5, 2026
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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    1 release in the last 90 days, the latest today, with 302 contributors on GitHub.

    Peaked at #15 in the weekly ranking the week of Nov 9, its best in the past year.

    Use Cases & Benefits

    • Provides state-of-the-art AI models, datasets, and tools for real-world robotics using PyTorch with a focus on imitation and reinforcement learning.
    • Lowers the barrier to entry for robotics by offering pretrained models, datasets, and simulation environments for easy experimentation and deployment.
    • Use for training and evaluating dexterous manipulation policies on humanoid robot arms like HopeJR with exoskeleton control.
    • Use for developing and deploying autonomous robotic arms such as the SO-101 follower and leader arms with quick training on laptops.
    • Use for simulating and benchmarking robotic control policies in environments like ALOHA, SimXArm, and PushT with ready-to-use datasets and pretrained models.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    Apache 2.0

    Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.

    Community files

    • README: present
    • Contributing guide: present
    • Code of conduct: present

    Watch-outs

    No watch-outs from GStars' checks.

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    From the README

    Meet HopeJR – A humanoid robot arm and hand for dexterous manipulation! Control it with exoskeletons and gloves for precise hand movements. Perfect for advanced manipulation tasks! πŸ€–

    Meet the updated SO100, the SO-101 – Just €114 per arm! Train it in minutes with a few simple moves on your laptop. Then sit back and watch your creation act autonomously! 🀯

    Want to take it to the next level? Make your SO-101 mobile by building LeKiwi! Check out the LeKiwi tutorial and bring your robot to life on wheels.

    LeRobot: State-of-the-art AI for real-world robotics

    πŸ€— LeRobot aims to provide models, datasets, and tools for real-world robotics in PyTorch. The goal is to lower the barrier to entry to robotics so that everyone can contribute and benefit from sharing datasets and pretrained models.

    πŸ€— LeRobot contains state-of-the-art approaches that have been shown to transfer to the real-world with a focus on imitation learning and reinforcement learning.

    πŸ€— LeRobot already provides a set of pretrained models, datasets with human collected demonstrations, and simulation environments to get started without assembling a robot. In the coming weeks, the plan is to add more and more support for real-world robotics on the most affordable and capable robots out there.

    πŸ€— LeRobot hosts pretrained models and datasets on this Hugging Face community page: huggingface.co/lerobot

    Excerpt from the huggingface/lerobot README on GitHub (Apache-2.0 license). Β© its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Forks

    6.0K+690

    Open issues

    901+170

    Compared with peers in Backend

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth

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