- Deep learning Cookbook - Deep learning for dummies. All the practical details and useful utilities that go into working with real models.
- Graphic of learning rate schedulers - Simple visualizations of learning rate schedulers.
- Hallucination Leaderboard - Public LLM leaderboard computed using Vectara's Hallucination Evaluation Model.
- labml.ai Deep Learning Paper Implementations - 60 Implementations/tutorials of deep learning papers with side-by-side notes.
- ML Papers Explained - List of LM papers explained.
- Open LLMs - A list of open LLMs available for commercial use.
- The Alignment Handbook - obust recipes for to align language models with human and AI preferences.
- The Practical Guides for Large Language Models - A curated (still actively updated) list of practical guide resources of LLMs.
- Transformer - Explanation of Transformer architecture from the code.
- Transformer models: an introduction and catalog, 2023 Edition - An introduction and catalog of Transformer models.
- Transformers from Scratch - Explanation of Transformer architecture.
- Understanding and Coding the Self-Attention Mechanism of Large Language Models From Scratch - Understanding how self-attention works from scratch.
