BAAI/Infinity-Instruct

Tasks

• text-generation

Citation text from the card

@misc{li2025infinityinstructscalinginstruction,
      title={Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models}, 
      author={Jijie Li and Li Du and Hanyu Zhao and Bo-wen Zhang and Liangdong Wang and Boyan Gao and Guang Liu and Yonghua Lin},
      year={2025},
      eprint={2506.11116},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2506.11116}, 
}

@misc{du2025infinityinstructsubject,
      title={Scaling Towards the Information Boundary of Instruction Sets: The Infinity Instruct Subject Technical Report}, 
      author={Li Du, Hanyu Zhao, Yiming Ju, Tengfei Pan},
      year={2025},
      eprint={2507.06968},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2507.06968}, 
}


@article{zhao2024iidoptimizinginstructionlearning,
      title={Beyond IID: Optimizing Instruction Learning from the Perspective of Instruction Interaction and Dependency}, 
      author={Hanyu Zhao and Li Du and Yiming Ju and Chengwei Wu and Tengfei Pan},
      year={2024},
      eprint={2409.07045},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2409.07045},
}

@misc{zhang2024inifinitymath,
      title={InfinityMATH: A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning}, 
      author={Bo-Wen Zhang and Yan Yan and Lin Li and Guang Liu},
      year={2024},
      eprint={2408.07089},
      archivePrefix={arXiv},
  

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