A Practical Introduction to Large Language Models (LLMs)

Shaw Talebi • July 22, 2023
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🤝 Work with me: https://www.shawhintalebi.com 🚀 Ship AI apps in weeks, not months: https://aibuilder.academy/ This is the 1st video in a series on using large language models (LLMs) in practice. I introduce LLMs and three levels of working with them. ▶️ Series Playlist: https://www.youtube.com/playlist?list=PLz-ep5RbHosU2hnz5ejezwaYpdMutMVB0 📰 Read more: https://medium.com/towards-data-science/a-practical-introduction-to-llms-65194dda1148?sk=960e586f4fd6eae65db69e8f7254f13f Music by Me https://soundcloud.com/shawhin-talebi/letsalljusttakeiteasy https://www.youtube.com/@shawhin-music Intro - 0:00 What is an LLM? - 1:13 Zero-shot Learning - 3:36 How do LLMs work? - 5:44 3 Levels of Using LLMs - 7:52 Level 1: Prompt Engineering - 8:22 Level 2: Model Fine-tuning - 11:00 Level 3: Build your own - 13:13