Robot AI model

π0-FAST

π0-FAST is an autoregressive VLA using frequency-domain action tokenization, with base and DROID fine-tuned checkpoints in openpi. Repository code uses Apache-2.0; Gemma Terms of Use apply to the inherited Gemma model components.

Records last verified Oct 13, 2026 · Send a correction

Also known as pi0-FAST

Organization
Physical Intelligence
Type
VLA
Released / introduced
Jan 16, 2025
Public weights
Public weights
Licence / scope
Apache-2.0; Gemma Terms of Use
Parameters
Not disclosed
Base model
PaliGemma-3B
Humanoid association
None reported
Inputs
vision, language
Outputs
tokenized action sequences

Release dates can mark an announcement or paper introduction. Public checkpoints, code licences and weight terms are distinct; follow the publisher’s links for the stated scope.

Documented embodiments

Source-associated hardware; this list does not establish plug-and-play compatibility or commercial robot capability.

  • DROID Franka setup

    The public distribution includes pi0-FAST-DROID.

Disclosed training data

  • Physical Intelligence robot demonstration mixture

More robot AI models

Evidence

Sources

  1. [s1] FAST: Efficient Action Tokenization for Vision-Language-Action Models ↗

    Physical Intelligence · paper · published Jan 16, 2025 · accessed Oct 13, 2026

  2. [s2] openpi: models, checkpoints and training examples ↗

    Physical Intelligence · official · accessed Oct 13, 2026

  3. [s3] openpi Apache License 2.0 ↗

    Physical Intelligence · official · accessed Oct 13, 2026

  4. [s4] Gemma Terms of Use distributed with openpi ↗

    Physical Intelligence / Google · official · published Feb 21, 2024 · accessed Oct 13, 2026

  5. [s5] FAST paper: PaliGemma-based autoregressive VLA architecture ↗

    Physical Intelligence · paper · published Jan 16, 2025 · accessed Oct 13, 2026