Update README.md

README.md

@@ -9,9 +9,9 @@ tags:
 - zephyr
 ---
 
-This model is a supervised fine-tunued version of zephyr-7b-beta. The purpose is to develop a more capable educational chatbot that helps students study biology.
+This model is fine-tuned on zephyr-7b-beta with SFT. The purpose is to develop a more capable educational chatbot that helps students study biology.
 
-If you use this work, please cite: Pedagogical Alignment of Large Language Models https://arxiv.org/abs/2402.05000
+If you use this work, please cite:
 ```
 @misc{sonkar2024pedagogical,
       title={Pedagogical Alignment of Large Language Models}, 
@@ -19,6 +19,7 @@ If you use this work, please cite: Pedagogical Alignment of Large Language Model
       year={2024},
       eprint={2402.05000},
       archivePrefix={arXiv},
-      primaryClass={cs.CL}
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2402.05000}
 }
 ```