Responsible Generative AI and Local LLMs

Video description

Responsible Generative AI and Local LLMs

Learning Generative AI During Live Coding

This video series covers mastering the theory of Generative AI and using local LLMs like Mistral, llamafile, Candle, and Lorax. Lessons covered include:

  • Profit Sharing Concepts
  • Tragedy of the Commons
  • Game Theory and Generative AI
  • Perfect Competition
  • Negative Externalities
  • Fine-tuning Mistral with Ludwig
  • Getting Started with llamafile
  • Hello World in Candle
  • Exploring Rust and Candle
  • Transcribing Audio with Whisper
  • Rust for LLMs
Learning Objectives
  • Learn about responsible and ethical uses of generative AI
  • Getting hands-on with local LLMs like Mistral, llamafile, Candle, and Lorax
  • Learning to build solutions by coding along during tutorials
  • Learning the key syntax and features of the Rust Language
Additional Popular Resources

Product information

  • Title: Responsible Generative AI and Local LLMs
  • Author(s): Alfredo Deza, Noah Gift
  • Release date: March 2024
  • Publisher(s): Pragmatic AI Labs
  • ISBN: 01172024VIDEOPAIML