SESSION details

Name: Docker For Machine Learning / AI / Data Science

Date/time: Tuesday, October 3, 2023, 8:00 AM - 12:00 PM Pacific Time

  • Crash course on the latest generative AI developments in LLMs and Image Generation models
  • Overview of techniques for fine-tuning generative models
  • Walkthrough of building a multi-modal use case that leverages multiple models: Stable Diffusion XL, CLIP Interrogator, Llama2, etc.
  • Learn how to containerize a model using Python and Dockerfiles
  • Experts panel Q&A on using containers in Machine Learning


8:00-8:30 Intro on Generative AI: Stable Diffusion, LLMs

8:30-8:45 Overview of fine-tuning

8:45-9:00 Break time

9:00-10:15 Building your first GenAI vertical (part 1: model containerization & deployment)

10:15-10:30 Break time

10:30-11:30 Building your first GenAI vertical (part 2: front end, testing, scaling, updating)

11:30-12:00 Firechat side with the speakers, Q&A