FLUX 3 Action

A 7B-parameter open-weight world action model that turns camera frames and text instructions into the next 2 seconds of robot actions.

Black Forest Labs · Open-weight/community models · model

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Overview

Black Forest Labs released FLUX 3 Action on September 23, 2026, a 7-billion-parameter open-weight world action model distinct from its FLUX 3 image generator. It takes multiple camera angles, state vectors, and text captions as input and jointly predicts future video frames and robot movements using a diffusion transformer built on a frozen video VAE and Qwen3-VL encoders, outputting 32 actions with optional decoded frames. It is fine-tunable for robotics and non-robotics tasks like games and drones, integrates with LeRobot for robot-arm deployment, and scored 42.92% success on RoboLab-120, ahead of Cosmos 3 Nano's 36.8% despite Cosmos 3 Nano having more than double the parameters (16B).

This is a sourced directory entry. Features and capabilities are reported in the linked sources; this entry does not document independent Aymorphic testing.

Key features

  • 7B-parameter diffusion transformer combining a frozen video VAE with Qwen3-VL encoders
  • Predicts the next 2 seconds of actions (32 actions) from camera frames, state vectors, and text captions
  • Optional decoded future video frames alongside predicted actions
  • Fine-tunable for robotics, games, and drone control
  • Native LeRobot integration for robot-arm deployment
  • Recovers from its own mistakes and adapts to unseen objects/camera positions

Use cases

  • Robot-arm manipulation and grasping via LeRobot deployment
  • Fine-tuning for game or drone control from visual input
  • Research into joint video-and-action world models

Pricing

Free; open weights released under the FLUX Kommunity License v1.0.

Pricing reflects the source record and may change. Confirm current terms with the provider.

Dates and sources

Released
23 Sept 2026
Record updated
24 Sept 2026
Record last checked
24 Sept 2026

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