This repository collects all relevant resources about interpretability in LLMs
☆401Nov 1, 2024Updated last year
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..☆307Jan 22, 2026Updated 4 months ago
- A curated list of Large Language Model (LLM) Interpretability resources.☆1,503Feb 24, 2026Updated 3 months ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆261Feb 27, 2026Updated 3 months ago
- Sparsify transformers with SAEs and transcoders☆727Updated this week
- A library for mechanistic interpretability of GPT-style language models☆3,553Jun 11, 2026Updated last 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.
- awesome papers in LLM interpretability☆621Aug 20, 2025Updated 9 months ago
- Training Sparse Autoencoders on Language Models☆1,419Jun 9, 2026Updated last week
- ☆253Nov 22, 2024Updated last year
- ☆422Aug 21, 2025Updated 9 months ago
- ☆219Oct 14, 2025Updated 8 months ago
- ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).☆367Jul 23, 2025Updated 10 months ago
- 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
- Stanford NLP Python library for understanding and improving PyTorch models via interventions☆886Mar 6, 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.
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆261Updated this week
- ☆170May 1, 2026Updated last month
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆960Updated this week
- PAIR.withgoogle.com and friend's work on interpretability methods☆231Jun 10, 2026Updated last week
- ☆289Oct 1, 2024Updated last year
- An awesome repository & A comprehensive survey on interpretability of LLM attention heads.☆411Mar 2, 2025Updated last year
- ☆1,131Updated this week
- Using sparse coding to find distributed representations used by neural networks.☆306Nov 10, 2023Updated 2 years ago
- Interpretability for sequence generation models 🐛 🔍☆467Apr 25, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆588Jul 19, 2024Updated last year
- Mechanistic Interpretability Visualizations using React☆352Apr 30, 2026Updated last month
- Open source replication of Anthropic's Crosscoders for Model Diffing☆67Oct 27, 2024Updated last year
- ☆84Feb 25, 2025Updated last year
- code for EMNLP 2024 paper: Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis☆12Nov 17, 2024Updated last year
- ☆35Jun 13, 2025Updated last year
- Tools for understanding how transformer predictions are built layer-by-layer☆594Aug 7, 2025Updated 10 months ago
- awesome SAE papers☆78May 24, 2025Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆198Mar 12, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for the "Overcoming Sparsity Artifacts in Crosscoders to Interpret Chat-Tuning" paper.☆18Nov 21, 2025Updated 6 months ago
- ☆19Mar 25, 2025Updated last year
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆170Nov 14, 2025Updated 7 months ago
- Sparse Autoencoder for Mechanistic Interpretability☆302Jul 20, 2024Updated last year
- Data and code for "Understanding Linearity of Cross-Lingual Word Embedding Mappings" (TMLR 2022)☆12Jun 8, 2022Updated 4 years ago
- Open source interpretability artefacts for R1.☆179Apr 21, 2025Updated last year
- LLM Transparency Tool (LLM-TT), an open-source interactive toolkit for analyzing internal workings of Transformer-based language models. …☆1,254Dec 3, 2024Updated last year