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svdq-int4_r32-flux.1-depth-dev.safetensors: SVDQuant quantized INT4 FLUX.1-Depth-dev model. For users with non-Blackwell GPUs (pre-50-series).svdq-fp4_r32-flux.1-depth-dev.safetensors: SVDQuant quantized NVFP4 FLUX.1-Depth-dev model. For users with Blackwell GPUs (50-series).
1@inproceedings{
2 li2024svdquant,
3 title={SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models},
4 author={Li*, Muyang and Lin*, Yujun and Zhang*, Zhekai and Cai, Tianle and Li, Xiuyu and Guo, Junxian and Xie, Enze and Meng, Chenlin and Zhu, Jun-Yan and Han, Song},
5 booktitle={The Thirteenth International Conference on Learning Representations},
6 year={2025}
7}