FLUX 3 ActionBlack Forest Labs
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Gemini RoboticsGoogle DeepMind
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About
FLUX 3 Action is an open-weight 7B world-action model designed for action prediction in robotics and other latency-sensitive visual environments. Derived from the multimodal FLUX 3 backbone, it was pretrained on large-scale image, video, and audio data with a strong emphasis on video, then adapted through joint video-action training and fine-tuning for specific embodiments and action spaces. Given an instruction, camera observations, and robot joint positions, the model predicts motor commands together with their expected visual outcomes, allowing a robot to execute actions, observe the environment again, and continuously replan. Unlike approaches that separate visual prediction from control, FLUX 3 Action jointly models future video and actions, transferring world understanding learned from broad video pretraining into robot control. Its single-step 7B checkpoint reaches a 38.3% success rate on RoboLab-120.
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About
Gemini Robotics brings Gemini’s capacity for multimodal reasoning and world understanding into the physical world, allowing robots of any shape and size to perform a wide range of real-world tasks. Built on Gemini 2.0, it augments advanced vision-language-action models with the ability to reason about physical spaces, generalize to novel situations, including unseen objects, diverse instructions, and new environments, and understand and respond to everyday conversational commands while adapting to sudden changes in instructions or surroundings without further input. Its dexterity module enables complex tasks requiring fine motor skills and precise manipulation, such as folding origami, packing lunch boxes, or preparing salads, and it supports multiple embodiments, from bi-arm platforms like ALOHA 2 to humanoid robots such as Apptronik’s Apollo. It is optimized for local execution and has an SDK for seamless adaptation to new tasks and environments.
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Platforms Supported
Windows
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Cloud
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iPad
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Robotics researchers, AI developers, and embodied-agent teams seeking to predict and execute actions from multimodal observations with a fast, open-weight world-action model
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Audience
Robotics researchers and developers wanting a solution to enable diverse robots to perceive, reason about, and interact with real-world environments
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Support
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24/7 Live Support
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Support
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API
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API
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Pricing
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Reviews/
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Training
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Company InformationBlack Forest Labs
Founded: 2024
Germany
bfl.ai/models/flux-3-action
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Company InformationGoogle DeepMind
Founded: 2010
United Kingdom
deepmind.google/models/gemini-robotics/
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Integrations
AlphaFold
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Gemini
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Gemini Enterprise
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Gemini Robotics-ER 1.6
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Gemma
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Google AI Studio
Not Supported
Google Cloud Platform
Not Supported
Imagen
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Lyria
Not Supported
SynthID
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Integrations
AlphaFold
Supported
Gemini
Supported
Gemini Enterprise
Supported
Gemini Robotics-ER 1.6
Supported
Gemma
Supported
Google AI Studio
Supported
Google Cloud Platform
Supported
Imagen
Supported
Lyria
Supported
SynthID
Supported
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