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Bas95/gsm8k

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Hugging Face2026-04-29 更新2026-05-03 收录
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https://hf-mirror.com/datasets/Bas95/gsm8k
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资源简介:
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个步骤来解决,主要涉及使用基本算术运算(+ − ×÷)进行一系列基本计算以得出最终答案。一个聪明的中学生应该能够解决每一个问题,因为问题不需要超出早期代数水平的概念,且大多数问题可以在不显式定义变量的情况下解决。解决方案以自然语言形式提供,而不是纯数学表达式。数据集包含两种配置:main和socratic,分别提供不同形式的解答步骤。

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, and 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, as they 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. The dataset includes two configurations: main and socratic, each offering different forms of solution steps.
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Bas95
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