EvoClass
AI011
Generative AI for Beginners
Model Fine-Tuning and Specialized Architectures
Learning Objectives
- Define Fine-Tuning: Determine when to use it versus prompt engineering or Retrieval-Augmented Generation (RAG).
- Compare LLMs and SLMs: Contrast the characteristics of Large Language Models (LLMs) and Small Language Models (SLMs) regarding size, comprehension, and inference speed.
- Identify Model Families: Identify the unique features and use cases for the Phi-3.5, Mistral (Large/Small/NeMo), and Llama (3.1/3.2) model families.