Pepijn
@pepijn2233
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Great day for open source lfd enjoyers out there -- makes inference look so much nicer
Great news π It took a while, but we finally made it! π€ Real-Time Chunking is finally merged into @LeRobotHF ! PR: https://t.co/Vsop7JN6Ws The RTC method comes from the amazing team at Physical Intelligence: Paper: https://t.co/SL9fVvPyiL Now the implementation is available
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Very happy to see RTC in @LeRobotHF! The power of open-source is the ability to collaborate with community members who are absolutely cracked. Great work by @helper2424 on integrating RTC from @physical_int π₯
Great news π It took a while, but we finally made it! π€ Real-Time Chunking is finally merged into @LeRobotHF ! PR: https://t.co/Vsop7JN6Ws The RTC method comes from the amazing team at Physical Intelligence: Paper: https://t.co/SL9fVvPyiL Now the implementation is available
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Great news π It took a while, but we finally made it! π€ Real-Time Chunking is finally merged into @LeRobotHF ! PR: https://t.co/Vsop7JN6Ws The RTC method comes from the amazing team at Physical Intelligence: Paper: https://t.co/SL9fVvPyiL Now the implementation is available
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We're introducing EnvHub to LeRobot! Upload simulation environments to the @hugginigface hub, and load them in lerobot, with one line of code ! env = lerobot.make_env("username/my-env", trust_remote_code=True) Back in 2017, @OpenAI called on the community to build Gym
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Weβve cooked another one of these 200+ pages practical books on model training that we love to write. This time itβs on all pretraining and post-training recipes and how to do a training project hyper parameter exploration. Closing the trilogy of: 1. Building a pretraining
Training LLMs end to end is hard. Very excited to share our new blog (book?) that cover the full pipeline: pre-training, post-training and infra. 200+ pages of what worked, what didnβt, and how to make it run reliably https://t.co/iN2JtWhn23
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We've just published the Smol Training Playbook: a distillation of hard earned knowledge to share exactly what it takes to train SOTA LLMs β‘οΈ Featuring our protagonist SmolLM3, we cover: π§ Strategy on whether to train your own LLM and burn all your VC money πͺ¨ Pretraining,
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Checkout and try GR00T now! π€π
NVIDIA Isaac GR00T N open reasoning VLA models are now integrated into @huggingfaceβs LeRobot with the v0.4.0 release. π€ Making it easier than ever for the open-source robotics community to customize and deploy robot foundation models. π https://t.co/zbdH99PxDo
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π ππ’π π§ππ°π¬ ππ¨π« πππ ππ¨ππ¨ππ’ππ¬ ππππ«π§π’π§π ! ππππ¨ππ¨π π―0.4.0 π’π¬ ππππ! We're supercharging open-source robot learning with major updates to make it more powerful, scalable, and user-friendly. Highlights: * π¦ Dataset v3.0: A new chunked,
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π New in LeRobot: Multi-GPU training is now supported! Weβve integrated π€ Accelerate into our training pipeline, making it simple to scale your experiments across multiple GPUs with just one command. Whether youβre fine-tuning policies or running large-scale robot learning,
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Exciting things at LeRobot! π€ Weβve just integrated Meta-World: a benchmark for testing multi-task and generalization abilities in robotic manipulation: https://t.co/LxxEQ4ysym Weβve also cleaned up our environments and standardized on Gymnasium β₯ 1.x.x and MuJoCo β₯ 3.0.0
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just ordered a dozen of openArm's for a new project we're really excited about at HF - more details soon ππππ
Build a humanoid robot yourself! πͺ OpenArm is an open-source humanoid robot. It comes with full CAD, control code, firmware, and simulation tools, everything needed to build, modify, and operate it. The arms are designed to be compliant and backdrivable. Teleoperation is
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I am starting a venture on top of LeRobot! Weβre at a pivotal time. AI is moving beyond digital to the physical world. Embodied AI will change our surroundings in ways we can barely imagine. This technology holds the potential to empower everyone. It must not be controlled by
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A comprehensive, hands-on tutorial on the most recent advancements in robotics π€ ...with self-contained explanations of modern techniques for end-to-end robot learning & ready-to-use code examples using @LeRobotHF and @huggingface. Now available everywhere! π€
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π New Feature in LeRobot : Dataset Editing Tools for LeRobotDataset ! Weβve introduced a set of powerful utilities to make working with LeRobot datasets easier and more flexible than ever ! β¨ Whatβs new β¨ β’ ποΈ Delete specific episodes from existing datasets β’ βοΈ Split
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Weβre excited to release the code for our CoRL 2025 (Oral) paper: βReWiND: Language-Guided Rewards Teach Robot Policies without New Demonstrations.β π Website: https://t.co/0yLFfgUn5O π Arxiv: https://t.co/H0EU1IpfT6 π» Code: https://t.co/BPgbtsRkNm
https://t.co/OoeZSiFE8E
Reward models that help real robots learn new tasksβno new demos needed! ReWiND uses language-guided rewards to train bimanual arms on OOD tasks in 1 hour! Offline-to-online, lang-conditioned, visual RL on action-chunked transformers. π§΅
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π Big update for LeRobot! We've launched a new plugin system to support third-party hardware. Now you can integrate any robot, camera, or teleoperator with a simple 'pip install', no need to modify the core library. This makes open robotics development more extensible,
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π¦ΎGreatπ· milestone for open-source robotics: pi0 & pi0.5 by @physical_int are now on @huggingface, fully ported to PyTorch in @LeRobotHF and validated side-by-side with OpenPI for everyone to experiment with, fine-tune & deploy in their robots! As described by Physical
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XLeRobot trained with SmolVLA, shot in real-time. This makes me really looking forward to the hackathon on Oct 24-25. Made by Makermods QiLiu.
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β¨ New in LeRobot β¨ We now officially support LIBERO, one of the largest open benchmark for Vision-Language-Action (VLA) policies with 130+ tasks π€― Why this matters: π§© Unified benchmark: evaluate any VLA policy under a common setup. π οΈ Easy integration: just install
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From open source models to $100 robot arms, @Thom_Wolf, Chief Science Officer @HuggingFace, explains how Hugging Face is applying the same community-driven approach that made transformers accessible to the field of robotics -- and why robotics today feels like LLM 5 years ago.
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