Pi0 - generalist Vision Language Action policy for robots (VLA Series Ep.2)
š¤ The second video in the series about Visual Language Action policies for robotics! This time, I will focus on one of the most notable open-source VLA models, Pi0 from Physical Intelligence. šÆ What You'll Learn in This Episode: ā The model architecture and the overview ā Fine-tuning on your own robot ā FAST tokenization vs. Flow Matching ā LoRA vs Full fine-tuning ā Practical demo with LeKiwi and LeRobot š„ Coming Up in This Series: Pi-0.5 - the more advanced version of Pi 0 SmolVLA from HuggingFace LeRobot Gr00t N1.5 from NVIDIA And other related topics 0:00 Intro 3:44 Model Architecture 8:21 Action Expert Details 22:30 Fine-tuning with OpenPI 52:01 Experiments with My Robot 1:14:12 Outro š¬ Series Playlist: Ā Ā Ā ā¢Ā VLAĀ policiesĀ inĀ roboticsĀ Ā š Resources & Code: Pi-0 Blog post: https://www.physicalintelligence.comp... Pi-0 Paper: https://www.physicalintelligence.comp... OpenPi Github: https://github.com/Physical-Intellige... My repository with configs and code for finetuning: https://github.com/IliaLarchenko/lero... My Dataset: https://huggingface.co/datasets/IliaL... LeKiwi Robot: https://github.com/SIGRobotics-UIUC/L... SO-ARM Kit: https://github.com/TheRobotStudio/SO-... LeRobot Library: https://github.com/huggingface/lerobot š¬ Other related videos: Introduction to VLAs: Ā Ā Ā ā¢Ā LLMsĀ MeetĀ Robotics:Ā WhatĀ AreĀ Vision-Langua...Ā Ā Short intro about SO-ARM: Ā Ā Ā ā¢Ā 3D-PrintableĀ Open-SourceĀ RoboticĀ ArmĀ withĀ AIĀ Ā Big video about SO-ARM and LeRobot: Ā Ā Ā ā¢Ā RunningĀ AIĀ roboticsĀ experimentsĀ atĀ homeĀ wi...Ā Ā Intro into LeKiwi: Ā Ā Ā ā¢Ā LeKiwi:Ā 3D-PrintedĀ MobileĀ ManipulatorĀ Robo...Ā Ā Multimodality in robotics: Ā Ā Ā ā¢Ā MultimodalityĀ inĀ Robotics.Ā HowĀ toĀ predictĀ ...Ā Ā Robot MCP project: Ā Ā Ā ā¢Ā MCPĀ serverĀ toĀ letĀ anyĀ LLMĀ controlĀ yourĀ rob...Ā Ā š¬ Join the Discussion: What VLA-related topics do you want me to cover next? Drop your ideas below! I read every comment and often feature community suggestions in future videos. š Don't miss the next episode! Hit the bell icon - this series releases every few weeks with hands-on tutorials, code walkthroughs, and real robot experiments. ā Found this helpful? Like, subscribe, and share with anyone building the future of robotics! #Pi0 #Pi05 #VLA #Robotics #AI #ArtificialIntelligence #MachineLearning #LLM #VLM #transformers #PhysicalIntelligence #HuggingFace #LeRobot #EmbodiedAI #RobotLearning

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