EleutherAI / sparsifyLinks
Sparsify transformers with SAEs and transcoders
☆652Updated last week
Alternatives and similar repositories for sparsify
Users that are interested in sparsify are comparing it to the libraries listed below
Sorting:
- Training Sparse Autoencoders on Language Models☆1,031Updated last week
- ☆361Updated 2 months ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆226Updated 10 months ago
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆695Updated last week
- Sparse Autoencoder for Mechanistic Interpretability☆283Updated last year
- ☆541Updated last year
- Mechanistic Interpretability Visualizations using React☆299Updated 10 months ago
- Using sparse coding to find distributed representations used by neural networks.☆283Updated 2 years 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
- ☆252Updated last year
- Tools for understanding how transformer predictions are built layer-by-layer☆539Updated 3 months ago
- ☆184Updated 11 months ago
- ☆133Updated 3 weeks ago
- Stanford NLP Python library for understanding and improving PyTorch models via interventions☆826Updated last month
- ☆131Updated 2 years ago
- ☆192Updated 3 weeks ago
- Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".☆296Updated 5 months ago
- ☆56Updated 11 months ago
- ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).☆320Updated 3 months ago
- This repository collects all relevant resources about interpretability in LLMs