Natural Reasoning
- Type
- dataset
- Venue
- Year
- 2026
- Source
- huggingface
- Access
- free
- Language
- en
- Added
- 2026-07-17T19:58:20.481586+00:00
- Verified
- 2026-07-17T19:58:20.481586+00:00
Summary
[NaturalReasoning](https://arxiv.org/abs/2502.13124) is a large-scale dataset for general reasoning tasks. It consists of high-quality challenging reasoning questions backtranslated from pretraining corpora [DCLM](https://github.com/mlfoundations/dclm) and [FineMath](https://huggingface.co/datasets/HuggingFaceTB/finemath). The questions have been deduplicated and decontaminated from popular reasoning benchmarks including MATH, GPQA, MMLU-Pro, MMLU-STEM.
Keywords
hf-dataset language-modeling json text datasets pandas mlcroissant polars has-paper
Topics
Language Modeling
Research notes
- downloads=2015; likes=575