Table of Contents
Large Language Models (LLMs): Resources
Introduction
Courses
Large Language Models (LLMs): Resources
This is an ad-hoc list of resources about LLMs.
Introduction
A jargon-free explanation of how AI large language models work
A Very Gentle Introduction to Large Language Models without the Hype
Intro to Large Language Models
by Andrej Karpathy
How Large Language Models work: From zero to ChatGPT
Large Language Models explained briefly
by 3Blue1Brown
Transformers (how LLMs work) explained visually
by 3Blue1Brown
Attention in transformers, step-by-step
by 3Blue1Brown
How might LLMs store facts
by 3Blue1Brown
Foundations of Large Language Models
by Tong Xiao, Jingbo Zhu
Large language model
by Wikipedia
History, Development, and Principles of Large Language Models-An Introductory Survey
by Zichong Wang, Zhibo Chu, Thang Viet Doan, Shiwen Ni, Min Yang, Wenbin Zhang
Visualizing transformers and attention
by Grant Sanderson
Courses
Neural Networks: Zero to Hero
by Andrej Karpathy
A course by Andrej Karpathy on building neural networks, from scratch, in code.
Neural networks
by 3Blue1Brown
Basics of neural networks, backpropagation, transformers