How to Use LLM Primer for Learning
How to Use LLM Primer for Learning
Section titled “How to Use LLM Primer for Learning”Articles in LLM Primer are organized by module, and each article offers three reading tiers. Choose the depth that matches your background and goals.
Choose Your Starting Point
Section titled “Choose Your Starting Point”- Complete beginner: Start with the Foundations module. Read the intuition tier first to build a mental model. You do not need to absorb every detail at once.
- Engineer / Developer: Jump directly to the module you care about—Training, Inference, or Applications. Focus on the engineering tier’s implementation trade-offs and evaluation methods.
- Researcher / Student: The research tier of each topic lists open questions and key papers. You can also navigate backward from the paper library to related articles.
Use the Three-Tier Reading System
Section titled “Use the Three-Tier Reading System”The tier switcher at the top of each article lets you switch depth within the same page:
- Intuitive: Analogies, visualizations, and real-world examples. Best for quickly building mental models.
- Engineering: Implementation details, cost analysis, operational trade-offs, and best practices. Best for developers who need to make decisions.
- Research: Paper citations, hypotheses, evidence, and open questions. Best for researchers who want deep understanding.
Your choice is remembered and automatically restored on your next visit.
Combine with the Paper Library
Section titled “Combine with the Paper Library”Key claims in articles link to corresponding entries in the paper library. Each paper provides a bilingual TLDR and lists all articles that cite it. This is bidirectional navigation: from concepts to evidence, and from papers to application scenarios.
Contribute
Section titled “Contribute”Found an error? Want to add content? Or adopt a candidate paper from the inbox? Pull requests are welcome. Our goal is to maintain a durable learning map for LLM fundamentals—not to chase every headline.