Large Language Models (LLMs) Notes

Published: 2025-04-12

Contents

• Architecture
• Papers
• Overviews
• Use Case Examples

Architecture

• LLM visualization

Papers

• Attention Is All You Need (pdf)

Overview

• Deep Dive into LLMs like ChatGPT (Summary) YouTube Andrej Karpathy
• Intro to Large Language Models YouTube Andrej Karpathy
• Transformers (how LLMs work) explained visually | DL5 YouTube 3Blue1Brown
• Transformers tutorial

Use Case Examples

• VS Code Agent Mode Tutorial: Custom Agents (as of Nov 2025)