Update README.md

README.md

@@ -81,4 +81,18 @@ Work in progress.
 ## Limitations
 
 - The model is only runnable on NVIDIA GPUs with architectures sm_86 (Ampere: RTX 3090, A6000), sm_89 (Ada: RTX 4090), and sm_80 (A100). See this [issue](https://github.com/mit-han-lab/nunchaku/issues/1) for more details.
-- You may observe some slight differences from the BF16 models in details.
+- You may observe some slight differences from the BF16 models in details.
+
+### Citation
+
+If you find this model useful or relevant to your research, please cite
+
+```bibtex
+@article{
+  li2024svdquant,
+  title={SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models},
+  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},
+  journal={arXiv preprint arXiv:2411.05007},
+  year={2024}
+}
+```