LIMO-v2

# LIMO: Less is More for Reasoning Dataset for [LIMO: Less is More for Reasoning](https://github.com/GAIR-NLP/LIMO) This is the **updated version (v2)** of the LIMO dataset, corresponding to the latest paper version as of July 30, 2025. ## Usage ```python from datasets import load_dataset # Load LIMO-v2 dataset dataset = load_dataset("GAIR/LIMO-v2", split="train") ``` ## Previous Version If you need the original LIMO dataset (corresponding to the initial paper version), you can access it at: - **LIMO v1**: [`GAIR/LIMO`](https://huggingface.co/datasets/GAIR/LIMO) ```python # To use the original version dataset_v1 = load_dataset("GAIR/LIMO", split="train") ``` ## Citation If you find our dataset useful, please cite: ```bibtex @misc{ye2025limoreasoning, title={LIMO: Less is More for Reasoning}, author={Yixin Ye and Zhen Huang and Yang Xiao and Ethan Chern and Shijie Xia and Pengfei Liu}, year={2025}, eprint={2502.03387}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2502.03387}, } ``` ## License This dataset is released under the Apache 2.0 License. ## Contact For questions or issues related to this dataset, please visit our [GitHub repository](https://github.com/GAIR-NLP/LIMO) or open an issue there.# LIMO：推理中的少即是多 本数据集为《LIMO：推理中的少即是多》配套数据集，项目仓库地址：https://github.com/GAIR-NLP/LIMO **本数据集为LIMO数据集的更新版本（v2），匹配截至2025年7月30日的最新论文版本。** ## 使用方法 python from datasets import load_dataset # 加载LIMO-v2数据集 dataset = load_dataset("GAIR/LIMO-v2", split="train") ## 历史版本 若需使用对应初始论文版本的原始LIMO数据集，可通过以下途径获取： - **LIMO v1**：[`GAIR/LIMO`](https://huggingface.co/datasets/GAIR/LIMO) python # 加载原始版本数据集 dataset_v1 = load_dataset("GAIR/LIMO", split="train") ## 引用方式 若您认为本数据集对您的研究有所帮助，请引用如下文献： bibtex @misc{ye2025limoreasoning, title={LIMO: Less is More for Reasoning}, author={Yixin Ye and Zhen Huang and Yang Xiao and Ethan Chern and Shijie Xia and Pengfei Liu}, year={2025}, eprint={2502.03387}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2502.03387}, } ## 许可证 本数据集采用Apache 2.0许可证开源发布。 ## 联系方式 若您对本数据集有任何疑问或问题，可访问我们的[GitHub仓库](https://github.com/GAIR-NLP/LIMO)并在此提交Issue。

搜集汇总

背景与挑战

背景概述

LIMO-v2是LIMO推理数据集的最新更新版本，发布于2025年7月30日，对应最新论文版本，专为推理任务设计，采用Apache 2.0许可证。