OFA-Sys / MuggleMath_13B

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30-day runs: 1
Model's Last Updated: May 24 2024
text-generation

Introduction of MuggleMath_13B

Model Details of MuggleMath_13B

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

Model Details

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_13B on huggingface.co

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7-day runs
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30-day runs

More Information About MuggleMath_13B huggingface.co Model

More MuggleMath_13B license Visit here:

https://choosealicense.com/licenses/apache-2.0

MuggleMath_13B huggingface.co

MuggleMath_13B huggingface.co is an AI model on huggingface.co that provides MuggleMath_13B's model effect (), which can be used instantly with this OFA-Sys MuggleMath_13B model. huggingface.co supports a free trial of the MuggleMath_13B model, and also provides paid use of the MuggleMath_13B. Support call MuggleMath_13B model through api, including Node.js, Python, http.

MuggleMath_13B huggingface.co Url

https://huggingface.co/OFA-Sys/MuggleMath_13B

OFA-Sys MuggleMath_13B online free

MuggleMath_13B huggingface.co is an online trial and call api platform, which integrates MuggleMath_13B's modeling effects, including api services, and provides a free online trial of MuggleMath_13B, you can try MuggleMath_13B online for free by clicking the link below.

OFA-Sys MuggleMath_13B online free url in huggingface.co:

https://huggingface.co/OFA-Sys/MuggleMath_13B

MuggleMath_13B install

MuggleMath_13B is an open source model from GitHub that offers a free installation service, and any user can find MuggleMath_13B on GitHub to install. At the same time, huggingface.co provides the effect of MuggleMath_13B install, users can directly use MuggleMath_13B installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

MuggleMath_13B install url in huggingface.co:

https://huggingface.co/OFA-Sys/MuggleMath_13B

Url of MuggleMath_13B

MuggleMath_13B huggingface.co Url

Provider of MuggleMath_13B huggingface.co

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