amitshekhariitbhu/transformers-explained

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

Learn LLM internals step by step - from tokenization to attention to inference optimization.

Well documented, unit tested, type checked and formatted implementation of a vanilla transformer - for educational purposes.

Explore the original Transformer and DeepSeek V4.1 Flash in interactive 3D.

Code implementation from my blog post: https://fkodom.substack.com/p/transformers-from-scratch-in-pytorch

VIP cheatsheet for Stanford's CME 295 Transformers and Large Language Models

Videos, notes and experiments to understand deep learning

A concise but complete full-attention transformer with a set of promising experimental features from various papers

Deep learning for dummies. All the practical details and useful utilities that go into working with real models.