Efficient Prompt Optimization Through the Lens of Best Arm Identification

Chengshuai Shi, Kun Yang, Zihan Chen +3

The remarkable instruction-following capability of large language models (LLMs) has sparked a growing interest in automatically finding good prompts, i.e., prompt optimization. Mos…