Math & ReasoningPPO, Human AnnotatedCommercial OK
Grade School Math 8K
by openai
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Dataset Card for GSM8K
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… See the full description on the dataset page: https://huggingface.co/datasets/openai/gsm8k.
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benchmark:officialbenchmark:eval-yamltask_categories:text-generationannotations_creators:crowdsourcedlanguage_creators:crowdsourcedmultilinguality:monolingualsource_datasets:originallanguage:enlicense:mitsize_categories:10K<n<100Kformat:parquetmodality:textlibrary:datasetslibrary:pandaslibrary:polarslibrary:mlcroissantarxiv:2110.14168region:usmath-word-problems