GSM8K is a mathematical reasoning dataset released by OpenAI in 2022. The related paper results are:Training Verifiers to Solve Math Word Problems", which aims to improve the performance of machine learning models in understanding and solving complex mathematical problems. This dataset contains 8.5k high-quality elementary school math word problems in diverse languages, covering algebra, arithmetic, geometry and other fields. The problem solving steps are between 2-8 steps. Its solution mainly involves a series of simple calculations using basic arithmetic operations (+ − × ÷) to get the final answer.

Citation

@article{cobbe2021gsm8k, title={Training Verifiers to Solve Math Word Problems}, author={Cobbe, Karl and Kosaraju, Vineet and Bavarian, Mohammad and Chen, Mark and Jun, Heewoo and Kaiser, Lukasz and Plappert, Matthias and Tworek, Jerry and Hilton, Jacob and Nakano, Reiichiro and Hesse, Christopher and Schulman, John}, journal={arXiv preprint arXiv:2110.14168}, year={2021} }