natural_reasoning facebook
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_reasoning.
- Type
- dataset
- License
- cc-by-nc-4.0
- Language
- en
- Downloads
- 2,905
- Likes
- 580
- Access
- public
- Files
- 0
Tags
- 数学推理
- 推理
- 预训练语料
- 指令微调
- 评测基准
- 大语言模型
- 文本数据集
README
--- license: cc-by-nc-4.0 task_categories: - text-generation language: - en pretty_name: Natural Reasoning size_categories: - 1M<n<10M --- [NaturalReasoning](https://arxiv.org/abs/2502.13124) is a large-scale dataset for general reasoning tasks. It consists of high-quality challenging reasoning que…