Update README.md

README.md

@@ -117,3 +117,31 @@ The following hyperparameters were used during training:
 - Pytorch 2.1.2+cu121
 - Datasets 2.18.0
 - Tokenizers 0.15.1
+
+## Citation
+
+If you find Zephyr 141B-A35B is useful in your work, please cite the ORPO paper:
+
+```
+@misc{hong2024orpo,
+      title={ORPO: Monolithic Preference Optimization without Reference Model}, 
+      author={Jiwoo Hong and Noah Lee and James Thorne},
+      year={2024},
+      eprint={2403.07691},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```
+
+You may also wish to cite the creators of this model:
+
+```
+@misc{zephyr_141b,
+  author = {Alvaro Bartolome and Jiwoo Hong and Noah Lee and Lewis Tunstall},
+  title = {Zephyr 141B A35B},
+  year = {2024},
+  publisher = {Hugging Face},
+  journal = {Hugging Face repository},
+  howpublished = {\url{https://huggingface.co/HuggingFaceH4/zephyr-orpo-141b-A35b-v0.1}}
+}
+```