This repository collects all relevant resources about interpretability in LLMs
☆414Nov 1, 2024Updated 2 years ago
Alternatives and similar repositories for Awesome-Interpretability-in-Large-Language-Models
Users that are interested in Awesome-Interpretability-in-Large-Language-Models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆308Jan 22, 2026Updated 9 months ago
- A curated list of Large Language Model (LLM) Interpretability resources.☆1,660Updated this week
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆278Feb 27, 2026Updated 8 months ago
- awesome papers in LLM interpretability☆628Aug 20, 2025Updated last year
- Training Sparse Autoencoders on Language Models☆1,581Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A library for mechanistic interpretability of GPT-style language models☆4,051Updated this week
- Sparsify transformers with SAEs and transcoders☆742Updated this week
- ☆274Nov 22, 2024Updated last year
- Stanford NLP Python library for understanding and improving PyTorch models via interventions☆915Mar 6, 2026Updated 8 months ago
- ☆301Oct 1, 2024Updated 2 years ago
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆1,144Updated this week
- ☆225Oct 14, 2025Updated last year
- ☆15Jan 20, 2026Updated 9 months ago
- PAIR.withgoogle.com and friend's work on interpretability methods☆239Jun 22, 2026Updated 4 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆435Aug 21, 2025Updated last year
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆33Mar 2, 2025Updated last year
- Materials for EACL2024 tutorial: Transformer-specific Interpretability☆66Mar 26, 2024Updated 2 years ago
- Tools for understanding how transformer predictions are built layer-by-layer☆622Aug 7, 2025Updated last year
- ☆186May 1, 2026Updated 6 months ago
- An awesome repository & A comprehensive survey on interpretability of LLM attention heads.☆414Mar 2, 2025Updated last year
- Mechanistic Interpretability Visualizations using React☆373Apr 30, 2026Updated 6 months ago
- Interpretability for sequence generation models 🐛 🔍☆477Oct 22, 2026Updated 2 weeks ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆281Updated this week
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆88Jun 20, 2026Updated 4 months ago
- ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).☆398Oct 7, 2026Updated last month
- Codebase for the paper "A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language"☆11Oct 11, 2024Updated 2 years ago
- Using sparse coding to find distributed representations used by neural networks.☆315Nov 10, 2023Updated 2 years ago
- A curated list of resources for activation engineering☆140Oct 2, 2025Updated last year
- Easy training for Sparse Linear Autoencoders (https://arxiv.org/abs/2309.08600) with data from TransformerLens models.☆12Nov 1, 2023Updated 3 years ago
- ☆149Aug 4, 2024Updated 2 years ago
- ☆1,399Updated this week
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆52Nov 17, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆610Jul 19, 2024Updated 2 years ago
- ☆37Jun 13, 2025Updated last year
- Unified access to Large Language Model modules using NNsight☆123Updated this week
- ☆214Nov 17, 2024Updated last year
- Open source interpretability artefacts for R1.☆187Apr 21, 2025Updated last year
- ☆158Oct 30, 2026Updated last week
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆94Nov 27, 2024Updated last year