📚 Full course list: the complete, always-current set of free courses on this topic lives in All free courses: LLM Foundations. The entries below are organized by journey and level.
How language models work: transformers, pretraining, the vocabulary, and the mental model you need before building or reading research. The same subject appears at different depths in different journeys, listed below.
Tags: Format 📖 Read / 🎥 Video / 🛠️ Notebook / 📝 Practice · Source ⭐ LevelUp Labs original / 🌐 External · year.
- LLM Lingo ⭐ 📖: 6-part glossary of common LLM terms in plain language.
- Survey Papers ⭐ 📖 (2024) 🔴 aging: survey papers across LLM topics.
- The free foundations courses (ETH, Princeton, Stanford CS324, Huggingface, Google, and more) are listed on Understand 101.
- GenAI Roadmap (5-day foundations) ⭐ 📖 (2024) 🟡 aging: a structured on-ramp to the foundations you need to build.
- Applied LLMs Mastery 2024, week 11: transformers and neural networks ⭐ 📖 (2024) 🔴 archived.
- Applied LLMs Mastery 2024, week 1: practical introduction to LLMs ⭐ 📖 (2024) 🔴 archived.
- Generative AI Genius ⭐ 📖 (2024): a no-math beginner introduction.
Related topics: Prompting · RAG · Agents. Journeys: Understand · Build. Back to the repository index.