Responsible Generative AI and Local LLMs

In this course, MLOps expert Noah Gift guides you through mastering the theory of Generative AI and using local LLMs like Mistral, llamafile, Candle, and Lorax. Learn about profit sharing concepts, the tragedy of the commons, and game theory as it relates to generative AI. Dive into perfect competition, negative externalities, and how to fine tune Mistral with Ludwig. Find out how to get started with llamafile and how to execute Hello World in Candle. Explore Rust and Candle, as well as how to transcribe audio with Whisper. Plus, learn how to use Rust for LLMs.

This course was created by Noah Gift. We are pleased to host this training in our library.