Update README.md

README.md

@@ -153,4 +153,30 @@ Results for all models except `Arithmo-Mistral-7B` are taken from [MetaMath](htt
 | MetaMath-70B | **82.3** | **26.6** |
 
 
-If you are interested in reproducing the resullts, visit https://github.com/akjindal53244/Arithmo-Mistral-7B#reproducing-results section.
+If you are interested in reproducing the resullts, visit https://github.com/akjindal53244/Arithmo-Mistral-7B#reproducing-results section.
+
+<h2 id="References">References</h2>
+
+```
+@article{yu2023metamath,
+ title={MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models},
+ author={Yu, Longhui and Jiang, Weisen and Shi, Han and Yu, Jincheng and Liu, Zhengying and Zhang, Yu and Kwok, James T and Li, Zhenguo and Weller, Adrian and Liu, Weiyang},
+ journal={arXiv preprint arXiv:2309.12284},
+ year={2023}
+}
+
+@article{Yue2023mammoth,
+ title={MAmmoTH: Building math generalist models through hybrid instruction tuning},
+ author={Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, and Wenhu Chen},
+ journal={arXiv preprint arXiv:2309.05653},
+ year={2023}
+}
+
+@article{mishra2022lila,
+ title={Lila: A unified benchmark for mathematical reasoning},
+ author={Swaroop Mishra, Matthew Finlayson, Pan Lu, Leonard Tang, Sean Welleck, Chitta Baral, Tanmay Rajpurohit, Oyvind Tafjord, Ashish Sabharwal, Peter Clark, and Ashwin Kalyan},
+ journal={arXiv preprint arXiv:2210.17517},
+ year={2022}
+}
+
+```