OFA-Sys/

MuggleMath_7B

see our paper in: https://arxiv.org/abs/2310.05506

MuggleMATH is fully fine-tuned on the AugGSM8K and AugMATH datasets and based on the LLaMA-2 Models.

prompting template: ''' "Below is an instruction that describes a task. " "Write a response that appropriately completes the request.\n\n" "### Instruction:\n{instruction}\n\n### Response:" ''' We recommend using vllm to accelerate inference.

@misc{li2023query, title={Query and Response Augmentation Cannot Help Out-of-domain Math Reasoning Generalization}, author={Chengpeng Li and Zheng Yuan and Hongyi Yuan and Guanting Dong and Keming Lu and Jiancan Wu and Chuanqi Tan and Xiang Wang and Chang Zhou}, journal={arXiv preprint arXiv: 2310.05506}, year={2023} }