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Knowledge Distillation and Dataset Distillation of Large Language Models: Emerging Trends, Challenges, and Future Directions

Luyang Fang,Xiaowei Yu, Jiazhang Cai, Yongkai Chen,Shushan Wu,Zhengliang Liu, Zhenyuan Yang, Haoran Lu, Xilin Gong,Yufang Liu, Terry Ma, Wei Ruan,Ali Abbasi,Jing Zhang, Tao Wang, Ehsan Latif,Wei Liu,Wei Zhang,Soheil Kolouri,Xiaoming Zhai,Dajiang Zhu,Wenxuan Zhong,Tianming Liu,Ping Ma

arxiv（2025）

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