18  Hands-On Lab: Foundation Models

18.1 Overview

The hands-on lab on foundation models will focus on building and applying small-scale foundation models for some example use cases. The main goal of this 1-hour session will be to get more familiarized with foundation models and in interacting with them.

18.2 Outline

  1. Image Segmentation using Segment Anything Model (SAM)
  2. Chatbot using LLMs + RAG

18.3 References

  1. Segment Anything
  2. Segment Anything Notebook

18.4 SAM

18.5 RAG