A Practical Introduction to Large Language Models (LLMs)

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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

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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