OpenCodeReasoning nvidia
OpenCodeReasoning: Advancing Data Distillation for Competitive Coding Data Overview OpenCodeReasoning is the largest reasoning-based synthetic dataset to date for coding, comprises 735,255 samples in Python across 28,319 unique competitive programming questions. OpenCodeReasoning is designed for supervised fine-tuning (SFT). Technical Report - Discover the methodology and technical details behind OpenCodeReasoning. Github Repo - Access the complete pipeline used to… See the full description on the dataset page: https://huggingface.co/datasets/nvidia/OpenCodeReasoning.
- 类型
- dataset
- 许可
- cc-by-4.0
- 下载量
- 14,854
- 点赞
- 550
- 访问
- public
- 文件
- 0
标签
- 代码数据
- 合成数据
- 指令微调
- 代码生成
- 文本生成
- 大语言模型
- 推理
- 数学推理
摘要
OpenCodeReasoning 是 NVIDIA 发布的目前最大的基于推理的编程合成数据集，包含 735,255 个 Python 样本，覆盖 28,319 道来自 10 余个竞争编程平台（CodeForces、LeetCode、AtCoder 等）的题目。数据集由 R1 生成推理与代码响应，专为监督微调（SFT）设计，旨在蒸馏代码生成的推理能力。适用于训练和微调大语言模型、提升竞争编程与代码生成能力，采用 CC-BY-4.0 许可，可商用。
README
--- license: cc-by-4.0 size_categories: - 100K<n<1M pretty_name: OpenCodeReasoning dataset_info: - config_name: split_0 features: - name: id dtype: string - name: input dtype: string - name: output dtype: string - name: source dtype: string - name: license dtype: string - name: dataset dtype: strin…