Foundation Models - FSDL 2022

Foundation Models - FSDL 2022

Explore the revolutionary world of foundation models in this comprehensive lecture. Delve into the intricacies of Transformers and Large Language Models like GPT-3, uncovering the potential of prompt engineering, code generation, and semantic search. Discover other groundbreaking models such as CLIP, DALL-E 2, and StableDiffusion. Learn about stacking layers, fine-tuning techniques, and various applications of these powerful AI technologies. Gain insights into image generation using CLIP and explore the future possibilities of foundation models in artificial intelligence and machine learning.