MuggleMATH is fully fine-tuned on the AugGSM8K and AugMATH datasets and based on the LLaMA-2 Models.
Model Usage
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.
Experiment
GSM8K
MATH
MuggleMATH-7B
69.8
25.8
MuggleMATH-13B
74.3
30.7
MuggleMATH-70B
82.5
42.1
Citation
@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}
}
Runs of OFA-Sys MuggleMath_7B on huggingface.co
16
Total runs
0
24-hour runs
-12
3-day runs
-21
7-day runs
-15
30-day runs
More Information About MuggleMath_7B huggingface.co Model
MuggleMath_7B huggingface.co is an AI model on huggingface.co that provides MuggleMath_7B's model effect (), which can be used instantly with this OFA-Sys MuggleMath_7B model. huggingface.co supports a free trial of the MuggleMath_7B model, and also provides paid use of the MuggleMath_7B. Support call MuggleMath_7B model through api, including Node.js, Python, http.
MuggleMath_7B huggingface.co is an online trial and call api platform, which integrates MuggleMath_7B's modeling effects, including api services, and provides a free online trial of MuggleMath_7B, you can try MuggleMath_7B online for free by clicking the link below.
OFA-Sys MuggleMath_7B online free url in huggingface.co:
MuggleMath_7B is an open source model from GitHub that offers a free installation service, and any user can find MuggleMath_7B on GitHub to install. At the same time, huggingface.co provides the effect of MuggleMath_7B install, users can directly use MuggleMath_7B installed effect in huggingface.co for debugging and trial. It also supports api for free installation.