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openpi

Open-source robotics models and packages for running, fine-tuning, and serving vision-language-action policies.

openpi

In inglese

openpi provides open-source π₀, π₀-FAST, and π₀.₅ vision-language-action models for robotics. It includes base and fine-tuned checkpoints, inference examples, training scripts, PyTorch support, and a remote policy server.

Researchers and robotics developers can adapt the models to datasets and platforms such as DROID, ALOHA, and LIBERO. It is not a hosted service; users provide compatible hardware and software environments. The repository currently targets Ubuntu 22.04 with an NVIDIA GPU and does not support other operating systems.

Features

  • Provides π₀, π₀-FAST, and π₀.₅ vision-language-action models
  • Includes base checkpoints pretrained on 10k+ hours of robot data
  • Supports inference and fine-tuning on custom datasets
  • Offers JAX and PyTorch implementations
  • Runs a policy server for local or remote robot inference
  • Streams actions to robots over a websocket connection
  • Includes examples for DROID, ALOHA, and LIBERO
  • Licensed under Apache-2.0

Use cases

  • Fine-tune a base VLA model on a custom robot dataset
  • Run pretrained policies on DROID or ALOHA robots
  • Serve inference from a more powerful off-robot GPU
  • Evaluate robot policies with the LIBERO benchmark
  • Convert JAX checkpoints to PyTorch format

Pros

    Cons

      Capabilities

      • Command line — “Now we can kick off training with the following command” source
      • Choice of models — “Currently, this repo contains three types of models:” source
      • Self-hosted — “To run the models in this repository, you will need an NVIDIA GPU with at least the following specifications.” source
      • API — “The PyTorch implementation uses the same API as the JAX version - you only need to change the checkpoint path to point to the converted PyTorch model:” source

      Get it

      Pricing

      Starting price
      $4/user/mo
      Prices checked
      2026-09-25

      Free

      Free

      • Unlimited public/private repositories
      • Dependabot security and version updates
      • 2,000 CI/CD minutes/month
      • 500MB of Packages storage
      • Issues & Projects
      • Community support

      Team

      • $4 per user/month
      • Access to GitHub Codespaces
      • Repository rules
      • Multiple reviewers in pull requests
      • Draft pull requests
      • Code owners
      • 3,000 CI/CD minutes/month

      Enterprise

      • Starting at $21 per user/month
      • Data residency
      • Enterprise Managed Users
      • User provisioning through SCIM
      • Enterprise account to centrally manage multiple organizations
      • Environment protection rules
      • Audit Log API
      Official website