NuminaMath-CoT AI-MO
Dataset Card for NuminaMath CoT 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… See the full description on the dataset page: https://huggingface.co/datasets/AI-MO/NuminaMath-CoT.
- 类型
- dataset
- 许可
- apache-2.0
- 语言
- en
- 下载量
- 86,779
- 点赞
- 595
- 访问
- public
- 文件
- 0
标签
- 文本数据集
- 预训练语料
- 数学推理
- 指令微调
- 多语言语料
- 文本生成
- 大语言模型
摘要
NuminaMath-CoT 是一个包含约86万道数学题目的训练数据集，每道题的解答均以思维链（CoT）格式呈现。数据来源涵盖中国高中数学题、美国及国际数学奥林匹克竞赛题目，主要收集自在线试卷PDF和数学讨论论坛，并经过OCR、分段、翻译成英文、重新对齐等处理。该数据集适用于训练大语言模型的数学推理能力，是微调数学推理模型的核心语料。
README
--- dataset_info: features: - name: source dtype: string - name: problem dtype: string - name: solution dtype: string - name: messages list: - name: content dtype: string - name: role dtype: string splits: - name: train num_bytes: 2495457595.0398345 num_examples: 859494 - name: test num_bytes: 2903…