A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on Mechanistic Interpretability, a growing subfield in machine learning interpretability research that aims to reverse-engineer neural networks into understandable computational components.
☆153Sep 6, 2026Updated this week
Alternatives and similar repositories for awesome-mechanistic-interpretability
Users that are interested in awesome-mechanistic-interpretability 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 reading list for researchers in the Philosophy of Interpretability☆18Aug 17, 2025Updated last year
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆220Mar 4, 2026Updated 6 months ago
- ☆86Nov 5, 2024Updated last year
- A longitudinal dataset for academic literature, including papers, metadata, and citation graphs, Also available on 🤗 HuggingFace and Kag…☆18Sep 6, 2025Updated last year
- The Github repo for our survey paper: "Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large…☆154Apr 15, 2026Updated 4 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Training Sparse Autoencoders on Language Models☆1,523Aug 30, 2026Updated last week
- A library for mechanistic interpretability of GPT-style language models☆3,857Updated this week
- Multi-dimensional analysis of orthogonal safety directions in LLM alignment☆23Jun 12, 2026Updated 2 months ago
- [ICML 2025 Poster] SAE-V: Interpreting Multimodal Models for Enhanced Alignment☆18Jun 5, 2025Updated last year
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆1,088Updated this week
- [CVPR Findings 2026] "Circuit Tracing in Vision-Language Models"☆30Aug 18, 2026Updated 2 weeks ago
- ☆18Aug 17, 2024Updated 2 years ago
- Minimal implementation of Rectified Flows diffusion models to generate a dino shape from the datasaurus dataset.☆17Feb 9, 2026Updated 6 months ago
- Code for Negation Neglect☆17May 22, 2026Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Kernel Herding for probability density estimation☆14Feb 23, 2016Updated 10 years ago
- Parameter Decomposition☆142Updated this week
- Repository for the "Chain-of-Thought Reasoning In The Wild Is Not Always Faithful" paper☆35Mar 31, 2026Updated 5 months ago
- This repository contains the code used for the experiments in the paper "Language Models use Lookbacks to Track Beliefs".☆17Mar 14, 2026Updated 5 months ago
- ☆96Apr 18, 2026Updated 4 months ago
- Code for the experiments and websites of the paper "Same Task, Different Circuits"☆37Jul 21, 2026Updated last month
- The source code of [WWW 2025] MoDiCF☆17Mar 26, 2026Updated 5 months ago
- Efficient multi-token attribution for reasoning language models — Python package, CLI, and HTML token traces☆40Aug 21, 2026Updated 2 weeks ago
- [ICML 24] A novel automated neuron explanation framework that can accurately describe poly-semantic concepts in deep neural networks☆14May 2, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Large language model Mistral for DNA☆25Sep 12, 2025Updated 11 months ago
- A Mechanistic Interpretability Toolkit for Cross-Layer Transcoder Training and Attribution-Graph Visualization☆108Jul 30, 2026Updated last month
- Code repo for paper on Generative Adversarial Networks for Medical Imaging☆11Mar 20, 2020Updated 6 years ago
- ☆14Apr 21, 2023Updated 3 years ago
- This is the source code for: Context-aware Entity Typing in Knowledge Graphs.☆16May 10, 2022Updated 4 years ago
- A collection of implementations of fair ML algorithms☆12Jan 7, 2018Updated 8 years ago
- ☆28Aug 10, 2025Updated last year
- ☆13Feb 1, 2024Updated 2 years ago
- ☆18May 5, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 🚲 Code and benchmark for our COLM 2025 paper - "Thought Tracing: Hypothesis-Driven Theory-of-Mind Reasoning for Large Language Models"☆15Aug 8, 2025Updated last year
- How do transformer LMs encode relations?☆60Feb 24, 2024Updated 2 years ago
- Repo of "Seeing the Whole Elephant: A Benchmark for Failure Attribution in LLM-based Multi-Agent Systems" (ACL 2026)☆23Apr 27, 2026Updated 4 months ago
- Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2024☆15Dec 4, 2024Updated last year
- ☆15Nov 6, 2020Updated 5 years ago
- Training LLMs to Report Their Learned Behaviors☆29Apr 28, 2026Updated 4 months ago
- A framework that allows you to apply Sparse AutoEncoder on any models☆53Jul 11, 2025Updated last year