Pi0 - generalist Vision Language Action policy for robots (VLA Series Ep.2)
Ilia
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Pi0 - generalist Vision Language Action policy for robots (VLA Series Ep.2)
25 627 просмотров · 11 мес. назад
Ilia
7,81 тыс. подписчиков
25 627 просмотров · 11 мес. назад
🤖 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.
🎯 What You'll Learn in This Episode:
✅ The model architecture and the overview
✅ Fine-tuning on your own robot
✅ FAST tokenization vs. Flow Matching
✅ LoRA vs Full fine-tuning
✅ Practical demo with LeKiwi and LeRobot
🔥 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
🎬 Series Playlist: • VLA policies in robotics
🔗 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
🎬 Other related videos:
Introduction to VLAs: • LLMs Meet Robotics: What Are Vision-Langua...
Short intro about SO-ARM: • 3D-Printable Open-Source Robotic Arm with AI
Big video about SO-ARM and LeRobot: • Running AI robotics experiments at home wi...
Intro into LeKiwi: • LeKiwi: 3D-Printed Mobile Manipulator Robo...
Multimodality in robotics: • Multimodality in Robotics. How to predict ...
Robot MCP project: • MCP server to let any LLM control your rob...
💬 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.
🔔 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.
⭐ 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