zhaols/gsm8k

GSM8K（Grade School Math 8K）是一个包含8.5K高质量、语言多样的小学数学文字问题的数据集。该数据集旨在支持需要多步推理的基础数学问题的问答任务。这些问题需要2到8步来解决，解决方案主要涉及使用基本算术运算（+ − ×÷）进行一系列基本计算以达到最终答案。一个聪明的中学生应该能够解决每一个问题：根据论文，问题不需要超出早期代数水平的概念，绝大多数问题可以在不明确定义变量的情况下解决。解决方案以自然语言提供，而不是纯数学表达式。论文中提到：我们认为这是最普遍有用的数据格式，我们期望它能揭示大型语言模型内部独白的特性。

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 reach the final answer. A bright middle school student should be able to solve every problem: from the paper, Problems require no concepts beyond the level of early Algebra, and the vast majority of problems can be solved without explicitly defining a variable. Solutions are provided in natural language, as opposed to pure math expressions. From the paper: We believe this is the most generally useful data format, and we expect it to shed light on the properties of large language models’ internal monologues.