Dakingrai / awesome-mechanistic-interpretability-lm-papersLinks
☆210Updated 11 months ago
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
Sorting:
- This repository collects all relevant resources about interpretability in LLMs☆379Updated last year
- ☆184Updated 11 months ago
- Using sparse coding to find distributed representations used by neural networks.☆283Updated 2 years ago
- ☆192Updated last month
- Steering Llama 2 with Contrastive Activation Addition☆192Updated last year
- ☆134Updated 3 weeks ago
- Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.☆163Updated this week
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆222Updated last week
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆284Updated 7 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆183Updated 6 months ago
- ☆129Updated last year
- A resource repository for representation engineering in large language models☆140Updated last year
- Sparse Autoencoder for Mechanistic Interpretability☆284Updated last year
- ☆56Updated 11 months ago
- ☆252Updated last year
- ☆361Updated 2 months ago
- ☆237Updated last year
- Open source replication of Anthropic's Crosscoders for Model Diffing☆59Updated last year
- ☆109Updated 9 months ago
- Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".☆296Updated 5 months ago
- [ICLR 2025] General-purpose activation steering library☆116Updated last month
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆140Updated 4 months ago
- An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"☆49Updated last year
- ☆60Updated 3 months ago
- Sparsify transformers with SAEs and transcoders☆652Updated last week
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆83Updated 8 months ago
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆98Updated 2 years ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆226Updated 10 months ago
- Mechanistic Interpretability Visualizations using React☆299Updated 10 months ago
- ☆88Updated 7 months ago