gsm8k openai
Dataset Card for GSM8K Dataset Summary GSM8K (Grade School Math 8K) is a dataset of 8.5K high quality linguistically diverse grade school math word problems. The dataset was created to support the task of question answering on basic mathematical problems that require multi-step reasoning. These problems take between 2 and 8 steps to solve. Solutions primarily involve performing a sequence of elementary calculations using basic arithmetic operations (+ − ×÷) to… See the full description on the dataset page: https://huggingface.co/datasets/openai/gsm8k.
- 类型
- dataset
- 许可
- mit
- 语言
- en
- 下载量
- 1,004,076
- 点赞
- 1,567
- 访问
- public
- 文件
- 0
标签
- 评测基准
- 数学推理
- 文本数据集
- 大语言模型
- 问答
- NLP
摘要
GSM8K是OpenAI构建的高质量小学数学文字应用题数据集，包含约8500道语言多样的数学问题，每道题需要2至8步基本算术推理才能解答。该数据集广泛用于评测大语言模型的数学逻辑与多步推理能力，已成为众多基准测试（如LLM排行榜）的标配数据。包含main和socratic两种配置，后者额外提供苏格拉底式子问题引导，适合训练与评估模型的逐步推理能力。
README
--- annotations_creators: - crowdsourced language_creators: - crowdsourced language: - en license: - mit multilinguality: - monolingual size_categories: - 1K<n<10K source_datasets: - original task_categories: - text-generation task_ids: [] paperswithcode_id: gsm8k pretty_name: Grade School Math 8K …