https://github.com/hendrycks/math

The MATH Dataset (NeurIPS 2021)
https://github.com/hendrycks/math

logic math reasoning

Last synced: 1 day ago
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The MATH Dataset (NeurIPS 2021)

• Host: GitHub
• URL: https://github.com/hendrycks/math
• Owner: hendrycks
• License: mit
• Created: 2021-02-10T04:15:49.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2024-08-05T02:04:23.000Z (5 months ago)
• Last Synced: 2024-12-06T12:02:08.477Z (15 days ago)
• Topics: logic, math, reasoning
• Language: Python
• Homepage:
• Size: 16.4 MB
• Stars: 916
• Watchers: 12
• Forks: 88
• Open Issues: 14
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• StarryDivineSky - hendrycks/math
• awesome-llm4math - AMPS
• awesome-llm4math - AMPS - Academy** ((Training) Datasets)

README

        
# Measuring Mathematical Problem Solving With the MATH Dataset

This is the repository for [Measuring Mathematical Problem Solving With the MATH Dataset](https://arxiv.org/pdf/2103.03874) by

[Dan Hendrycks](https://danhendrycks.com/), [Collin Burns](http://collinpburns.com), [Saurav Kadavath](http://www.sauravkadavath.com), [Akul Arora](https://github.com/akulaarora), [Steven Basart](https://stevenbas.art), [Eric Tang](https://www.linkedin.com/in/eric-tang-185350145/), [Dawn Song](https://people.eecs.berkeley.edu/~dawnsong/), and [Jacob Steinhardt](https://www.stat.berkeley.edu/~jsteinhardt/).

This repository contains dataset loaders and evaluation code.

Download the [**MATH dataset here**](https://people.eecs.berkeley.edu/~hendrycks/MATH.tar).

Download the [**AMPS pretraining dataset here**](https://drive.google.com/file/d/1hQsua3TkpEmcJD_UWQx8dmNdEZPyxw23/view?usp=sharing).



## Citation

If you find this useful in your research, please consider citing

    @article{hendrycksmath2021,

      title={Measuring Mathematical Problem Solving With the MATH Dataset},

      author={Dan Hendrycks and Collin Burns and Saurav Kadavath and Akul Arora and Steven Basart and Eric Tang and Dawn Song and Jacob Steinhardt},

      journal={NeurIPS},

      year={2021}

    }