Update README.md

README.md

@@ -5,7 +5,7 @@ license: llama2
 
 # RepLLaMA-7B-Passage
 
-[Fine-Tuning LLaMA for Multi-Stage Text Retrieval](TODO).
+[Fine-Tuning LLaMA for Multi-Stage Text Retrieval](https://arxiv.org/abs/2310.08319).
 Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin, arXiv 2023
 
 This model is fine-tuned from LLaMA-2-7B using LoRA and the embedding size is 4096.
@@ -65,5 +65,10 @@ with torch.no_grad():
 If you find our paper or models helpful, please consider cite as follows:
 
 ```
-TODO
+@article{rankllama,
+      title={Fine-Tuning LLaMA for Multi-Stage Text Retrieval}, 
+      author={Xueguang Ma and Liang Wang and Nan Yang and Furu Wei and Jimmy Lin},
+      year={2023},
+      journal={arXiv:2310.08319},
+}
 ```