Black Forest Labs Releases FLUX 3 Image Klein With Open Weights and Consumer GPU Support
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Black Forest Labs has released FLUX 3 Image Klein, a 5.6-billion-parameter open-weights model for image generation and editing, with launch-day support in Hugging Face Diffusers and vLLM-Omni. The Decoder reported that the model supports up to ten reference images and native 4K output, while its INT8 build runs on NVIDIA GPUs with 8 GB of VRAM and generates an image in under 9 seconds on an RTX 4070. The weights use the FLUX Kommunity License, which permits free commercial use for companies making under $5 million annually. Diffusers supports text-to-image generation, multi-reference image-to-image generation and bounding-box layout control. Its available checkpoints include a distilled model using 16 steps without classifier-free guidance and a base model using 50 steps with it. Hugging Face reported that the distilled model generated a 1024 × 1024 image in 1.93 seconds on an H100 in its benchmark, and provides quantized loading examples and LoRA training scripts. The vLLM team said it worked with Black Forest Labs and NVIDIA to add vLLM-Omni support, including BF16, FP8 and NVFP4 checkpoints. NVIDIA said the model was trained on its GB200 NVL72 hardware and can run on an RTX GPU.
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Developments
3 developments
- 10/16 00:57 (UTC+8) · 2 reportsBlack Forest Labs releases FLUX 3 Image Klein open-weights modelThe Decoder:Black Forest Labs releases FLUX 3 Image Klein with 8 GB VRAM support
- 10/15 23:27 (UTC+8) · 1 reportsvLLM-Omni Adds Day-One Serving Support for FLUX 3 Image KleinvLLM · X:vLLM-Omni adds day-0 support for FLUX 3 Image Klein
- 10/15 08:00 (UTC+8) · 1 reportsHugging Face Integrates FLUX.3 Image Klein into DiffusersHugging Face Blog:Welcome FLUX.3 Image Klein in Diffusers
Report timeline
Follow the reports to explore different sides of the event.
- NVIDIA AI · XPicksBFL releases FLUX 3 Image Klein with open weights and 5.6B parameters
BFL announced FLUX 3 Image Klein with open weights, 5.6B parameters, native 4K, bounding boxes, and pixel-perfect editing, saying it runs on a single consumer GPU. https://t.co/uIOfPdNhuL NVIDIA AI says the model was trained on NVIDIA GB200 NVL72, can run on an RTX GPU, and also has an NVFP4 variant: https://t.co/7rlalk7Otf https://t.co/zf1f7e4kJ7
- The DecoderPicksBlack Forest Labs releases FLUX 3 Image Klein with 8 GB VRAM support
Black Forest Labs has released FLUX 3 Image Klein, a 5.6-billion-parameter open-weights model for text-to-image generation, image editing, and generation with up to ten reference images. It supports native 4K output, and its INT8 build runs on NVIDIA GPUs with 8 GB of VRAM, generating an image in under 9 seconds on an RTX 4070. The FLUX Kommunity License allows free commercial use for companies making under $5 million annually.
- vLLM-Omni adds day-0 support for FLUX 3 Image Klein
vLLM-Omni now supports FLUX 3 Image Klein from day 0. The vLLM team worked with Black Forest Labs and NVIDIA to bring the new image model to its serving stack. The integration includes FLUX 3 Image Klein image generation and BF16, FP8 and NVFP4 checkpoints. https://t.co/hsjdzMrbkt
- Hugging Face BlogPicksWelcome FLUX.3 Image Klein in Diffusers
Black Forest Labs’ FLUX.3 Image Klein launches with day-one Diffusers support for text-to-image generation, multi-reference image-to-image generation, and bounding-box layout control. Open checkpoints include a distilled model using 16 steps without CFG and a base model using 50 steps with CFG; the distilled model generated a 1024 × 1024 image in 1.93 s on an H100 in the reported benchmark. Hugging Face provides quantized loading examples, LoRA training scripts, and workflows for customizing its Modular Diffusers pipeline.
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