Merge pull request nlpxucan#197 from flyinghpluo/main

update_readme

README.md

@@ -211,6 +211,17 @@ Please cite the paper if you use the data or code from WizardCoder.
       primaryClass={cs.CL}
 }
 ```
+
+Please cite the paper if you refer to our model or code or data or paper from WizardMath.
+
+```
+@article{luo2023wizardmath,
+  title={WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct},
+  author={Luo, Haipeng and Sun, Qingfeng and Xu, Can and Zhao, Pu and Lou, Jianguang and Tao, Chongyang and Geng, Xiubo and Lin, Qingwei and Chen, Shifeng and Zhang, Dongmei},
+  journal={arXiv preprint arXiv:2308.09583},
+  year={2023}
+}
+```
 ## Disclaimer
 
 The resources, including code, data, and model weights, associated with this project are restricted for academic research purposes only and cannot be used for commercial purposes. The content produced by any version of WizardLM is influenced by uncontrollable variables such as randomness, and therefore, the accuracy of the output cannot be guaranteed by this project. This project does not accept any legal liability for the content of the model output, nor does it assume responsibility for any losses incurred due to the use of associated resources and output results.

WizardMath/README.md

@@ -225,6 +225,16 @@ python inference/MATH_inference.py --data_file data/MATH_test.jsonl --model "/yo
 You can specify `tensor_parallel_size` , which indicates the number of gpus. You are able to slice the datasets using the `start` and `end`.
 
 <h2 id="citation">Citation</h2>
+Please cite the paper if you refer to our model or code or data or paper from WizardMath.
+
+```
+@article{luo2023wizardmath,
+  title={WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct},
+  author={Luo, Haipeng and Sun, Qingfeng and Xu, Can and Zhao, Pu and Lou, Jianguang and Tao, Chongyang and Geng, Xiubo and Lin, Qingwei and Chen, Shifeng and Zhang, Dongmei},
+  journal={arXiv preprint arXiv:2308.09583},
+  year={2023}
+}
+```
 
 <h2 id="disclaimer">Disclaimer</h2>