LLM Tutorials and Courses
18AI tools in the LLM Tutorials and Courses category
Andrej Karpathy Series
My favorite!
Umar Jamil Series
high quality and educational videos you don't want to miss.
Alexander Rush Series
high quality and educational materials you don't want to miss.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
UWaterloo CS 886
Recent Advances on Foundation Models.
CS25-Transformers United
LLM application: CS25-Transformers United
ChatGPT Prompt Engineering
LLM application: ChatGPT Prompt Engineering
Princeton: Understanding Large Language Models
LLM application: Princeton: Understanding Large Language Models
CS324 - Large Language Models
LLM application: CS324 - Large Language Models
State of GPT
LLM application: State of GPT
A Visual Guide to Mamba and State Space Models
LLM application: A Visual Guide to Mamba and State Space Models
Let's build GPT: from scratch, in code, spelled out.
LLM application: Let's build GPT: from scratch, in code, spelled out.
minbpe
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
femtoGPT
Pure Rust implementation of a minimal Generative Pretrained Transformer.
Neurips2022-Foundational Robustness of Foundation Models
LLM application: Neurips2022-Foundational Robustness of Foundation Models
ICML2022-Welcome to the "Big Model" Era: Techniques and Systems to Train and Serve Bigger Models
LLM application: ICML2022-Welcome to the "Big Model" Era: Techniques and Systems to Train and Serve Bigger Models
GPT in 60 Lines of NumPy
LLM application: GPT in 60 Lines of NumPy
LLM‑RL‑Visualized (EN)
| [LLM‑RL‑Visualized (中文)](https://github.com/changyeyu/LLM-RL-Visualized) - 100+ LLM / RL Algorithm Maps📚.