GenAI Multimodal, RAG, RAPTOR, Agent, and Finetuning - Live Coding Demonstration
Overview
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Explore a comprehensive live coding session demonstrating six Generative AI techniques: RAG, RAPTOR, Agent, Finetuning, and Multimodal image prompts using OpenAI ChatGPT 4o and Google Gemini. Witness the implementation of various AI models adapted for Colab environments, including a biochemistry structures dataset for finetuning. Learn how to push finetuned models to Hugging Face as downloadable 16-bit and 4-bit GGUF versions. Access the adapted models and additional resources through the provided GitHub repository. Gain insights into the practical applications of these AI techniques and their performance in generating desired outputs across different domains.
Syllabus
Live Coding: GenAI Multimodal, RAG, RAPTOR, Agent, and Finetuning
Taught by
ChemicalQDevice