Dataset Card for NuminaMath CoT

Dataset Description

Homepage: https://projectnumina.ai
Repository: https://github.com/project-numina/aimo-progress-prize
Paper: https://github.com/project-numina/aimo-progress-prize/blob/main/report/numina_dataset.pdf
Leaderboard:
Point of Contact: Jia Li

Dataset Summary

Approximately 860k math problems, where each solution is formatted in a Chain of Thought (CoT) manner. The sources of the dataset range from Chinese high school math exercises to US and international mathematics olympiad competition problems. The data were primarily collected from online exam paper PDFs and mathematics discussion forums. The processing steps include (a) OCR from the original PDFs, (b) segmentation into problem-solution pairs, (c) Translation into English, (d) realignment to produce a CoT reasoning format, and (e) final answer formatting.

Source breakdown

Source	Number of Samples
aops_forum	30201
amc_aime	4072
cn_k12	276591
gsm8k	7345
math	7478
olympiads	150581
orca_math	153334
synthetic_amc	62111
synthetic_math	167895
Total	859608

Licensing Information

The dataset is available under the Apache License, Version 2.0.

Citation Information

@misc{numina_math_datasets,
  author = {Jia LI and Edward Beeching and Lewis Tunstall and Ben Lipkin and Roman Soletskyi and Shengyi Costa Huang and Kashif Rasul and Longhui Yu and Albert Jiang and Ziju Shen and Zihan Qin and Bin Dong and Li Zhou and Yann Fleureau and Guillaume Lample and Stanislas Polu},
  title = {NuminaMath},
  year = {2024},
  publisher = {Numina},
  journal = {Hugging Face repository},
  howpublished = {\url{[https://huggingface.co/AI-MO/NuminaMath-CoT](https://github.com/project-numina/aimo-progress-prize/blob/main/report/numina_dataset.pdf)}}
}

数据概览

NuminaMath-CoT 收录数学问题及其解答，当前镜像包含 Parquet 数据文件，适合用于数学推理训练、评测和教学类应用。

8 个文件

浏览文件

数据集版权信息

本数据集的许可证为 Apache License 2.0。如有违反相关条款，请联系 WEHUB，我们将及时处理。查看许可证

AI-MO/NuminaMath-CoT 已完整同步