Back to Artificial Intelligence & LLMs

Introduction to Large Language Models (LLMs)

Defining LLMs, their evolution, and capabilities.

3 days

Topics in this Chapter

1

What are LLMs?

Defining large language models by their scale, architecture, and training.

2

Evolution of Language Models

From n-grams and RNNs to the Transformer revolution.

3

Scaling Laws

The predictable relationship between size, data, and performance.

4

Key Capabilities & Limitations

Understanding what LLMs can and cannot do.

GeekDost - Roadmaps & Snippets for Developers