SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection

Liangxin Liu, Xuebo Liu, Derek F. Wong +4

Instruction tuning (IT) is crucial to tailoring large language models (LLMs) towards human-centric interactions. Recent advancements have shown that the careful selection of a smal…