labml.ai Annotated PyTorch Paper Implementations
This is a collection of simple PyTorch implementations of neural networks and related algorithms. These implementations are documented with explanations, and the website renders these as side-by-side formatted notes. We believe these would help you understand these algorithms better.
Annotated Research Paper Implementations: Transformers, StyleGAN, Stable Diffusion, DDPM/DDIM, LayerNorm, Nucleus Sampling and more home View code on Github # Annotated Research Paper Implementations: Transformers, StyleGAN, Stable Diffusion, DDPM/DDIM, LayerNorm, Nucleus Sampling and more This is a collection of simple PyTorch implementations of neural networks and related algorithms. These implementations are documented with explanations, and the website renders these as side-by-side formatted notes. We believe these would help you understand these algorithms better. We are actively maintain
Explore this link on the map →saved by
related reading
- Transformer Explainer: LLM Transformer Model Visually Explainedpoloclub.github.io
- The Annotated Transformernlp.seas.harvard.edu
- Neuronpedianeuronpedia.org
- GitHub - labmlai/annotated_deep_learning_paper_implementations: 🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adagithub.com
- GenAI Handbookgenai-handbook.github.io
- The Annotated Transformernlp.seas.harvard.edu
- Aman's AI Journal • Primers • Ilya Sutskever's Top 30aman.ai
- Transformer Circuits Threadtransformer-circuits.pub
- Hugging Face · GitHubgithub.com
- aman.ai • the art of artificial intelligenceaman.ai
- LLM Resourcesforrestbicker.com
- Getting Caught Up to Modern LLM Research | Samarth Goeldev.samarthgoel.com