The Github repo for our survey paper: "Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models"
☆150Apr 15, 2026Updated 3 months ago
Alternatives and similar repositories for Awesome-Actionable-MI-Survey
Users that are interested in Awesome-Actionable-MI-Survey are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Jan 20, 2026Updated 6 months ago
- [ACL 2024] Unveiling Linguistic Regions in Large Language Models☆34Jun 9, 2024Updated 2 years ago
- Official Repo for DAC-RL: Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability☆16Feb 26, 2026Updated 5 months ago
- ☆21Jun 24, 2024Updated 2 years ago
- SWE-Lego: Pushing the Limits of Supervised Fine-tuning for Software Issue Resolving☆71Feb 28, 2026Updated 5 months 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.
- Official implementation of ICLR 2026 paper "LUMINA: Detecting Hallucinations in RAG System with Context–Knowledge Signals"☆18Jan 31, 2026Updated 5 months ago
- [ICLR 2025] General-purpose activation steering library☆181Sep 18, 2025Updated 10 months ago
- awesome papers in LLM interpretability☆624Aug 20, 2025Updated 11 months ago
- PhyX: Does Your Model Have the "Wits" for Physical Reasoning?☆54Mar 16, 2026Updated 4 months ago
- Paper List for our ACL 2026 paper "Towards Intrinsic Interpretability of Large Language Models: A Survey of Design Principles and Archite…☆16Apr 23, 2026Updated 3 months ago
- A curated collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆215Mar 4, 2026Updated 4 months ago
- ☆21Mar 3, 2026Updated 4 months ago
- [EMNLP 2025🔥] UNComp: Can Matrix Entropy Uncover Sparsity? -- A Compressor Design from an Uncertainty-Aware Perspective☆20Jan 7, 2026Updated 6 months ago
- code for EMNLP 2024 paper: Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis☆12Nov 17, 2024Updated last year
- 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.
- ☆96Apr 18, 2026Updated 3 months ago
- Codebase for Temporal SAEs paper☆24Nov 14, 2025Updated 8 months ago
- A Unified Framework for High-Performance and Extensible LLM Steering☆288Apr 30, 2026Updated 2 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆52Nov 17, 2024Updated last year
- A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on …☆130Updated this week
- [ICLR 2026] The implementation of paper "AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint"☆61Nov 20, 2025Updated 8 months ago
- ☆19Jun 20, 2025Updated last year
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆13Jan 26, 2025Updated last year
- personal settings for linux tools, including zsh, vim, tmux, pip.☆11Dec 2, 2019Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A library for mechanistic interpretability of GPT-style language models☆3,723Updated this week
- Stanford CoreNLP annotator implementing jMWE for detecting Multi-Word Expressions / collocations☆15Jan 6, 2017Updated 9 years ago
- ☆22Sep 25, 2023Updated 2 years ago
- Training Sparse Autoencoders on Language Models☆1,487Updated this week
- Official github repo for "Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute"☆17Jun 30, 2025Updated last year
- ☆57May 9, 2025Updated last year
- Code for Paper: Benchmarking Multi-step Scientific Tool-use in LLM Agents☆37Jul 5, 2026Updated 3 weeks ago
- Source code of ACL 2023 Main Conference Paper "PAD-Net: An Efficient Framework for Dynamic Networks".☆14Feb 28, 2026Updated 5 months ago
- ☆135May 12, 2026Updated 2 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.
- A toolkit for systematically understanding the concepts encoded in Sparse Autoencoders.☆20Apr 5, 2026Updated 3 months ago
- ICA Lens: compact ICA-based interpretability tools for exploring LLM activations. Code release for the paper.☆38Jul 5, 2026Updated 3 weeks ago
- SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects☆26May 20, 2026Updated 2 months ago
- [COLM 2026] Official implementation for "MonitorBench: A Comprehensive Benchmark for Chain-of-Thought Monitorability in Large Language Mo…☆20Apr 23, 2026Updated 3 months ago
- Code for AttriBoT from "AttriBoT: A Bag of Tricks for Efficiently Approximating Leave-One-Out Context Attribution"☆15Apr 21, 2025Updated last year
- Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures☆34Jan 29, 2026Updated 6 months ago
- ReasoningLens: a user-friendly toolkit to visualize, understand, and debug model reasoning chains.☆25Jul 7, 2026Updated 3 weeks ago