FLUX 3 ActionBlack Forest Labs
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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
Z-Image is an open source image generation foundation model family developed by Alibaba’s Tongyi-MAI team that uses a Scalable Single-Stream Diffusion Transformer architecture to generate photorealistic and creative images from text prompts with only 6 billion parameters, making it more efficient than many larger models while still delivering competitive quality and instruction following. It includes multiple variants; Z-Image-Turbo, a distilled version optimized for ultra-fast inference with as few as eight function evaluations and sub-second generation on appropriate GPUs; Z-Image, the full foundation model suited for high-fidelity creative generation and fine-tuning; Z-Image-Omni-Base, a versatile base checkpoint for community-driven development; and Z-Image-Edit, tuned for image-to-image editing tasks with strong instruction adherence.
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Platforms Supported
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Cloud
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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
AI developers, researchers, and creative technologists who need a powerful, open source text-to-image generation model that delivers high-quality, efficient image synthesis and editing capabilities
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Support
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Support
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Pricing
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Free
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Training
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Live Online
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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 InformationZ-Image
Founded: 1999
China
github.com/Tongyi-MAI/Z-Image
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Integrations
APIFree
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Eromify
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Oxen.ai
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Piooy
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Integrations
APIFree
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Eromify
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Oxen.ai
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Piooy
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