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Generative AI Labs - Fall 2024

Welcome to the repository for the Generative AI Labs course (94-844) at Carnegie Mellon University, Fall 2024. This repository contains the lab exercises for the course, providing hands-on experience with Generative AI models and tools.

Course Overview

  • Course: 94-844 – Generative AI Lab
  • Instructor: Beibei Li
  • TAs:
  • Time: Tue/Thu 9:30-10:50pm
  • Labs: Friday 12:30-1:30pm (via Zoom)
  • Location: HbH 2008

Lab Structure

This repository contains four folders, each corresponding to a lab assignment:

  • Lab1: Environment Setup & OpenAI API
  • Lab2: Text Generation & Prompt Engineering
  • Lab3: Retrieval-Augmented Generation (RAG)
  • Lab4: Image Generation (DALL-E, MidJourney, Stable Diffusion)

Each lab folder includes:

  • Jupyter Notebooks
  • Any additional resources

Grading Breakdown

  • Assignments: 60%
  • Class Participation: 20%
  • Final Project: 20%