A Regression Framework for Understanding Prompt Component Impact on LLM Performance

Andrew Lauziere, Jonathan Daugherty, Taisa Kushner

As large language models (LLMs) continue to improve and see further integration into software systems, so does the need to understand the conditions in which they will perform. We…