jbloomAus / SAELensLinks
Training Sparse Autoencoders on Language Models
☆837Updated this week
Alternatives and similar repositories for SAELens
Users that are interested in SAELens are comparing it to the libraries listed below
Sorting:
- Sparsify transformers with SAEs and transcoders☆568Updated last week
- ☆493Updated 11 months ago
- ☆308Updated last month
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆593Updated this week
- Sparse Autoencoder for Mechanistic Interpretability☆250Updated 11 months ago
- Using sparse coding to find distributed representations used by neural networks.☆255Updated last year
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆202Updated 6 months ago
- Mechanistic Interpretability Visualizations using React☆257Updated 6 months ago
- ☆227Updated 8 months ago
- Stanford NLP Python library for understanding and improving PyTorch models via interventions☆756Updated 3 weeks ago
- A library for mechanistic interpretability of GPT-style language models☆2,274Updated this week
- This repository collects all relevant resources about interpretability in LLMs☆358Updated 7 months ago
- Tools for understanding how transformer predictions are built layer-by-layer☆500Updated last year
- ☆163Updated 7 months ago
- ☆131Updated 7 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆185Updated last week
- ☆591Updated last week
- Representation Engineering: A Top-Down Approach to AI Transparency☆835Updated 10 months ago
- ☆120Updated 10 months ago
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆124Updated this week
- ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).☆275Updated 2 weeks ago
- ☆173Updated 2 months ago
- ☆101Updated 3 weeks ago
- ☆121Updated last year
- Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".☆233Updated last week
- Steering Llama 2 with Contrastive Activation Addition☆158Updated last year
- Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.☆216Updated last year
- ☆213Updated last year
- Locating and editing factual associations in GPT (NeurIPS 2022)☆644Updated last year
- A library for making RepE control vectors☆610Updated 5 months ago