Yin Lee

Automatic Prompt Optimization with “Gradient Descent” and Beam Search

2023

Large Language Models (LLMs) have shown impressive performance as general purpose agents, but their abilities remain highly dependent on prompts which are hand written with onerous trial-and-error effort. We propose a simple and nonparametric solution …