Importance-Aware Data Selection for Efficient LLM Instruction Tuning

Tingyu Jiang, Shen Li, Yiyao Song +6

Instruction tuning plays a critical role in enhancing the performance and efficiency of Large Language Models (LLMs). Its success depends not only on the quality of the instruction…