Update README.md

README.md

@@ -63,7 +63,7 @@ Florian Leurer compared Phoenix to other LLMs. Check it out here:
 ### Model Sources
 
 - **Repository:** -
-- **Paper:** https://arxiv.org/abs/2401.10580
+- **Paper:** [`PHOENIX: Open-Source Language Adaption for Direct Preference Optimization`](https://arxiv.org/abs/2401.10580)
 - **Demo:** -
 
 ## Training Details
@@ -164,6 +164,18 @@ The following hyperparameters were used during training:
 - lr_scheduler_warmup_ratio: 0.1
 - num_epochs: 1
 
+### Citation
+```
+@misc{uhlig2024phoenix,
+      title={PHOENIX: Open-Source Language Adaption for Direct Preference Optimization}, 
+      author={Matthias Uhlig and Sigurd Schacht and Sudarshan Kamath Barkur},
+      year={2024},
+      eprint={2401.10580},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```
+
 
 ### Framework versions