shehper / sparse-dictionary-learningLinks
An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"
☆49Updated last year
Alternatives and similar repositories for sparse-dictionary-learning
Users that are interested in sparse-dictionary-learning are comparing it to the libraries listed below
Sorting:
- Using sparse coding to find distributed representations used by neural networks.☆283Updated 2 years ago
- ☆184Updated 11 months ago
- Steering Llama 2 with Contrastive Activation Addition☆192Updated last year
- ☆192Updated last month
- ☆133Updated 3 weeks ago
- [ICLR 2025] General-purpose activation steering library☆116Updated last month
- ☆361Updated 2 months ago
- ☆237Updated last year
- ☆92Updated last year
- Sparse Autoencoder for Mechanistic Interpretability☆283Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆183Updated 6 months ago
- A resource repository for representation engineering in large language models☆140Updated 11 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆222Updated this week
- Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.☆163Updated this week
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆140Updated 4 months ago
- ☆252Updated last year
- ☆210Updated 11 months ago
- ☆129Updated last year
- ☆56Updated 11 months ago
- ☆101Updated 2 years ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆226Updated 10 months ago
- ☆109Updated 9 months ago
- AI Logging for Interpretability and Explainability🔬☆133Updated last year
- Modified to support crosscoder training.☆24Updated last month
- Sparse probing paper full code.☆65Updated last year
- This repository collects all relevant resources about interpretability in LLMs☆379Updated last year
- ☆58Updated 3 months ago
- ☆541Updated last year
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆98Updated 2 years ago
- ☆131Updated 2 years ago