Dataset · Hugging Face

facebook/natural_reasoning

Name: natural_reasoning
Creator: facebook
License: cc-by-nc-4.0
Keywords: task_categories:text-generation, language:en, license:cc-by-nc-4.0, size_categories:1M<n<10M, format:json, modality:text, library:datasets, library:pandas, library:mlcroissant, library:polars, arxiv:2502.13124, region:us

NaturalReasoning is a large-scale dataset for general reasoning tasks. It consists of high-quality challenging reasoning questions backtranslated from pretraining corpora DCLM and FineMath. The questions have been deduplicated and decontaminated from popular reasoning benchmarks including MATH, GPQA, MMLU-Pro, MMLU-STEM. For each question, we extract the reference final answer from the original document from the pretraining corpora if possible. We also provide a model-generated response from… See the full description on the dataset page: https://huggingface.co/datasets/facebook/natural_reasoni

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Author / organization	facebook
License (as declared)	cc-by-nc-4.0
Downloads	4.3K (as reported by Hugging Face)
Likes	591
Created	30 January 2025
Last updated at source	21 February 2025

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