Dataset Card for GSM8K Table of Contents Dataset Description Dataset Summary Supported Tasks Languages Dataset Structure Data Instances Data Fields Data Splits Dataset Creation Curation Rationale Source Data Annotations Personal and Sensitive Information Considerations for Using the Data Social Impact of Dataset Discussion of Biases Other Known Limitations Additional Information Dataset Curators Licensing Information Citation Information Dataset Description Homepage: https://openai.com/blog/grade school math/ Repository: https://github.com/openai/grade school math Paper: https://arxiv.org/abs/2110.14168 Leaderboard: [Needs More Information] Point of Contact: [Needs More Information] 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 reach the final answer. A bright middle school student should be a…
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