THUDM/MathGLM

Model description

MathGLM-10B is finetuned from GLM-10B on a dataset with additional multi-step arithmetic operations and math problems described in text, achieves similar performance to GPT-4 on a 5,000-samples Chinese math problem test set.

How to use

First, you shoud run the following command to pip sat.

pip install SwissArmyTransformer

Second, you run the inference code to evaluate our MathGLM-10B.

bash inference.sh

Citation

Please cite our paper if you find this code useful for your research:

@article{yang2023gpt,
  title={GPT Can Solve Mathematical Problems Without a Calculator},
  author={Yang, Zhen and Ding, Ming and Lv, Qingsong and Jiang, Zhihuan and He, Zehai and Guo, Yuyi and Bai, Jinfeng and Tang, Jie},
  journal={arXiv preprint arXiv:2309.03241},
  year={2023}
}