LLM Tutorials and Courses

The Alexander Rush Series provides high-quality tutorials and educational materials focused on natural language processi...

ChatGPT Prompt Engineering is a short course offered by DeepLearning.AI that teaches developers how to effectively craft...

CS25-Transformers United is a Stanford University course focused on teaching the fundamentals of transformer-based model...

CS324 - Large Language Models is a course offered by Stanford University that provides an in-depth exploration of large ...

femtoGPT is a minimal, pure Rust implementation of a Generative Pretrained Transformer (GPT) designed for educational an...

GPT in 60 Lines of NumPy is a minimalistic tutorial demonstrating how to implement a GPT-like model from scratch using N...

llm-course provides structured learning materials, including roadmaps and Colab notebooks, to help users understand and ...

LLM‑RL‑Visualized (EN) is an open-source educational resource providing visualizations and algorithm maps for large lang...

Neurips2022-Foundational Robustness of Foundation Models is a tutorial presented at NeurIPS 2022, focusing on the robust...

Princeton: Understanding Large Language Models is a graduate-level course offered by Princeton University's Computer Sci...

State of GPT is a tutorial or course that provides insights into the current capabilities, limitations, and best practic...

UWaterloo CS 886 is a university course focused on recent advances in foundation models, particularly large language mod...