Learn to Spell: Prompt Engineering (LLM Bootcamp)

In this video, Charles gives high-level intuitions and a default playbook for prompting language models. We consider two very different sources of intuition: "language models are statistical models of text" and "prompts are magic spells". Then, we review prompting techniques, like decomposition, reasoning, and reflection.

Download slides and view lecture notes: https://fullstackdeeplearning.com/llm-bootcamp/spring-2023/prompt-engineering/

Intro and outro music made with Riffusion: https://github.com/riffusion/riffusion

Watch the rest of the LLM Bootcamp videos here: https://www.youtube.com/playlist?list=PL1T8fO7ArWleyIqOy37OVXsP4hFXymdOZ

00:00 Intro
02:15 Language models are statistical models of text …

bootcamp engineering intuition language language models learn llm prompt prompting prompts reasoning review spell statistical text video