Update README.md

README.md

@@ -63,3 +63,13 @@ For instance, an SAE with 8x the hidden size of Llama-3.1-8B, i.e. 32K features,
 
 ## Citation
 
+Please cite as:
+
+```
+@article{he2024llama,
+  title={Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders},
+  author={He, Zhengfu and Shu, Wentao and Ge, Xuyang and Chen, Lingjie and Wang, Junxuan and Zhou, Yunhua and Liu, Frances and Guo, Qipeng and Huang, Xuanjing and Wu, Zuxuan and others},
+  journal={arXiv preprint arXiv:2410.20526},
+  year={2024}
+}
+```