JShollaj/awesome-llm-interpretability resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1644 stars · 118 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of Large Language Model (LLM) interpretability resources, including tools, papers, articles, and research communities. It serves as a reference index rather than a runnable software artifact.

Use cases

• find tools for interpreting LLM behavior
• discover papers on mechanistic interpretability
• learn how to analyze transformer attention and neurons
• find communities researching AI interpretability
• locate sparse autoencoder and activation analysis resources
• get started with LLM explainability research

When to choose

• you want a curated starting point for LLM interpretability research
• you need to discover tools, papers, and communities in one place
• you are exploring explainability and mechanistic interpretability for transformers

When to avoid

• you need a runnable library or tool rather than a resource list
• you need production interpretability features out of the box
• you need guaranteed maintenance or licensing since it is just a curated list

Facets

learning-resource · maturity active

developer-tools large-language-models machine-learning awesome-lists tutorials cross-platform awesome-list interpretability mechanistic-interpretability explainability curated-resources

Member repositories

For agents

markdown · JSON · MCP: product_card(name="JShollaj/awesome-llm-interpretability")