PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models

Chenzhuo Zhao, Ziqian Liu, Xinda Wang +2

Prompt optimization is a practical and widely applicable alternative to fine tuning for improving large language model performance. Yet many existing methods evaluate candidate pro…