Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs

Krista Opsahl-Ong, Michael J Ryan, Josh Purtell +4

Language Model Programs, i.e. sophisticated pipelines of modular language model (LM) calls, are increasingly advancing NLP tasks, but they require crafting prompts that are jointly…