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   <a href='https://hanlab.mit.edu/blog/svdquant'>[Blog]</a>
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-![teaser](https://huggingface.co/mit-han-lab/svdq-int4-flux.1-depth-dev/resolve/main/demo.jpg)
 `svdq-int4-flux.1-canny-dev` is an INT4-quantized version of [`FLUX.1-Canny-dev`](https://huggingface.co/black-forest-labs/FLUX.1-Canny-dev), which can generate an image based on a text description while following the Canny edge of a given input image. It offers approximately 4× memory savings while also running 2–3× faster than the original BF16 model.
 ## Method

   <a href='https://hanlab.mit.edu/blog/svdquant'>[Blog]</a>
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+![teaser](https://huggingface.co/mit-han-lab/svdq-int4-flux.1-canny-dev/resolve/main/demo.jpg)
 `svdq-int4-flux.1-canny-dev` is an INT4-quantized version of [`FLUX.1-Canny-dev`](https://huggingface.co/black-forest-labs/FLUX.1-Canny-dev), which can generate an image based on a text description while following the Canny edge of a given input image. It offers approximately 4× memory savings while also running 2–3× faster than the original BF16 model.
 ## Method