gsm8k

GSM8K（Grade School Math 8K）是一个面向小学数学应用题的自然语言处理数据集，专门用于评估模型的数学推理与计算能力。该数据集由 OpenAI 团队构建并公开，因其覆盖的题目难度与小学阶段数学知识高度匹配，成为测试语言模型算术推理、多步逻辑推导能力的经典基准之一。

GSM8K (Grade School Math 8K) is a natural language processing dataset targeting primary school mathematics word problems, specifically developed to evaluate the mathematical reasoning and computational capabilities of models. This dataset was constructed and publicly released by the OpenAI team. As the difficulty of its included questions highly matches the knowledge scope and difficulty level of primary school mathematics, it has become one of the classic benchmarks for testing the arithmetic reasoning and multi-step logical deduction abilities of language models.

搜集汇总

背景与挑战

背景概述

GSM8K是一个由OpenAI创建的自然语言处理数据集，包含8.5K道小学数学应用题，旨在评估模型的数学推理与多步计算能力。该数据集提供详细的分步解答，常用于测试语言模型的逻辑推导准确性，并适用于教育类AI应用的开发。