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 "citation": "@misc{li2025infinityinstructscalinginstruction,\n      title={Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models}, \n      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},\n      year={2025},\n      eprint={2506.11116},\n      archivePrefix={arXiv},\n      primaryClass={cs.CL},\n      url={https://arxiv.org/abs/2506.11116}, \n}\n\n@misc{du2025infinityinstructsubject,\n      title={Scaling Towards the Information Boundary of Instruction Sets: The Infinity Instruct Subject Technical Report}, \n      author={Li Du, Hanyu Zhao, Yiming Ju, Tengfei Pan},\n      year={2025},\n      eprint={2507.06968},\n      archivePrefix={arXiv},\n      primaryClass={cs.AI},\n      url={https://arxiv.org/abs/2507.06968}, \n}\n\n\n@article{zhao2024iidoptimizinginstructionlearning,\n      title={Beyond IID: Optimizing Instruction Learning from the Perspective of Instruction Interaction and Dependency}, \n      author={Hanyu Zhao and Li Du and Yiming Ju and Chengwei Wu and Tengfei Pan},\n      year={2024},\n      eprint={2409.07045},\n      archivePrefix={arXiv},\n      primaryClass={cs.CL},\n      url={https://arxiv.org/abs/2409.07045},\n}\n\n@misc{zhang2024inifinitymath,\n      title={InfinityMATH: A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning}, \n      author={Bo-Wen Zhang and Yan Yan and Lin Li and Guang Liu},\n      year={2024},\n      eprint={2408.07089},\n      archivePrefix={arXiv},\n  ",
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