☆249Nov 22, 2024Updated last year
Alternatives and similar repositories for awesome-mechanistic-interpretability-lm-papers
Users that are interested in awesome-mechanistic-interpretability-lm-papers 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 collection of resources focused on the Mechanistic Interpretability (MI) of Large Multimodal Models (LMMs). This repository agg…☆200Mar 4, 2026Updated 2 months ago
- ☆214Oct 14, 2025Updated 7 months ago
- ☆14Feb 24, 2025Updated last year
- Code Release for the 2023 NeurIPS Paper How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained langua…☆17Dec 6, 2024Updated last year
- awesome papers in LLM interpretability☆620Aug 20, 2025Updated 9 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.
- This repository collects all relevant resources about interpretability in LLMs☆400Nov 1, 2024Updated last year
- Training Sparse Autoencoders on Language Models☆1,389May 20, 2026Updated last week
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆186Mar 12, 2026Updated 2 months ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆31Oct 27, 2025Updated 7 months ago
- A library for mechanistic interpretability of GPT-style language models☆3,461May 22, 2026Updated last week
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆306Jan 22, 2026Updated 4 months ago
- ☆33Nov 16, 2025Updated 6 months ago
- ☆19Mar 5, 2024Updated 2 years ago
- This is the official repository for the "Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP" paper acce…☆25Feb 16, 2026Updated 3 months 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.
- ☆16Apr 14, 2021Updated 5 years ago
- ☆13Nov 17, 2024Updated last year
- An awesome repository & A comprehensive survey on interpretability of LLM attention heads.☆405Mar 2, 2025Updated last year
- Sparse Autoencoder Training Library☆57May 1, 2025Updated last year
- Towards Meta-Pruning via Optimal Transport, ICLR 2024 (Spotlight)☆18Dec 5, 2024Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆197Apr 30, 2026Updated 3 weeks ago
- Sparsify transformers with SAEs and transcoders☆721Updated this week
- ☆144Aug 4, 2024Updated last year
- A library for efficient patching and automatic circuit discovery.☆97Dec 31, 2025Updated 4 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for the paper "A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis"☆20Jun 12, 2025Updated 11 months ago
- Collection of Reverse Engineering in Large Model☆36Jan 8, 2025Updated last year
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆936Updated this week
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆68Aug 15, 2025Updated 9 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆35Mar 8, 2025Updated last year
- ☆416Aug 21, 2025Updated 9 months ago
- ☆60Nov 19, 2024Updated last year
- ☆1,096May 20, 2026Updated last week
- Materials for EACL2024 tutorial: Transformer-specific Interpretability☆65Mar 26, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A TinyStories LM with SAEs and transcoders☆14Apr 3, 2025Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆45Jan 15, 2025Updated last year
- A curated reading list of research in Sparse Autoencoders, Feature Extraction and related topics in Mechanistic Interpretability☆32Jan 30, 2025Updated last year
- A curated list of Large Language Model (LLM) Interpretability resources.☆1,501Feb 24, 2026Updated 3 months ago
- Using sparse coding to find distributed representations used by neural networks.☆305Nov 10, 2023Updated 2 years ago
- Mechanistic Interpretability in Transformers: This repository explores advanced techniques like Induction Head Detection and QK Circuit A…☆36Sep 27, 2024Updated last year
- ☆253Feb 22, 2024Updated 2 years ago