|
--- |
|
license: afl-3.0 |
|
--- |
|
|
|
|
|
## 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} |
|
} |
|
``` |
|
|
|
|
