January 19, 2025 6:00 PM PST


This meeting discusses the inner workings of Large Language Models (LLMs), including their architecture, training processes, and challenges faced in their deployment.

Presenter: Coach Cindy, Director of Data Science, Machine Learning and Frontend Engineering

Presentation

Key Points
Generative AI Applications
Neural Network Architecture
Characteristics of LLMs
Technical Specifications
Model Training and Data Sources
Tokenization Process
Attention Mechanism
Limitations of Pre-trained Models
Resource Constraints
Retrieval Augmented Generation