Part 1/10:
Exploring Large Language Model Architecture and Fine-Tuning Strategies
Introduction: Shifting Focus from Infrastructure to AI
In this detailed session, David Shapiro embarks on a comprehensive exploration of the architecture and fine-tuning processes behind a sophisticated chatbot powered by large language models (LLMs). Previously, discussions centered around the IT infrastructure — notably Azure Search and Azure Cosmos DB — crucial for storing conversations. Now, the focus turns inward: understanding and enhancing the AI core itself.