Black Forest Labs 发布开源图像模型 FLUX 3 Image Klein，8 GB 显存可跑
Black Forest Labs' open-weights image model FLUX 3 Image Klein runs on consumer GPUs with just 8 GB of VRAM
Black Forest Labs 发布 FLUX 3 Image Klein，一个 5.6B 参数的开源权重模型，支持文生图、图像编辑以及最多十张参考图的生成，原生支持 4K 输出、像素级编辑和用于元素定位的边界框。
5.6B 参数开源图像模型在 8 GB 显存消费级 GPU 上运行，可对照其与闭源模型的 Elo 差距和商用许可门槛。
Oct 15, 2026
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, pixel-accurate editing, and bounding boxes for element placement. Black Forest Labs says it scores the highest Elo ratings among all open models in internal testing, beating closed competitors Ideogram V4.5 and even BFL's own FLUX.2 [pro]. It gains 91 Elo points over FLUX.2 [klein] with 38 percent fewer parameters than that model's 9 billion.
An INT8 build lets it run on NVIDIA GPUs with just 8 GB of VRAM, generating an image in under 9 seconds on an RTX 4070. The weights ship under the FLUX Kommunity License, free for commercial use by companies making under $5 million annually. The model is also available through the BFL API at $0.009 per 1,000 images, as a Playground, on Hugging Face Spaces, and locally via ComfyUI and Diffusers. LoRA training works from day one through Ostris AI Toolkit and NVIDIA NeMo AutoModel.
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来源：The Decoder · the-decoder.com