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The Decoder· Matthias Bastian·· 4 天前精选AI 评分70

Black Forest Labs 发布 FLUX 3 Image Klein,支持消费级 GPU 运行

Black Forest Labs' open-weights image model FLUX 3 Image Klein runs on consumer GPUs with just 8 GB of VRAM

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Black Forest Labs 发布了 FLUX 3 Image Klein,一个 56 亿参数的开源图像模型,支持文本到图像生成、图像编辑和最多十张参考图像生成。

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原文给出了能力变化和开放入口,读者可以据此判断它会怎样改变现有工作流。

原文

Matthias Bastian

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.

Sample images from Black Forest Labs. | Image: BFL

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