saprmarks / dictionary_learningLinks
☆314Updated last month
Alternatives and similar repositories for dictionary_learning
Users that are interested in dictionary_learning are comparing it to the libraries listed below
Sorting:
- Sparse Autoencoder for Mechanistic Interpretability☆255Updated 11 months ago
- Using sparse coding to find distributed representations used by neural networks.☆259Updated last year
- Sparsify transformers with SAEs and transcoders☆583Updated this week
- ☆231Updated 9 months ago
- ☆105Updated last month
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆206Updated 6 months ago
- ☆122Updated last year
- Mechanistic Interpretability Visualizations using React☆260Updated 6 months ago
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆605Updated this week
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆192Updated this week
- ☆181Updated 3 months ago
- Training Sparse Autoencoders on Language Models☆864Updated this week
- ☆140Updated 7 months ago
- ☆47Updated 7 months ago
- ☆500Updated 11 months ago
- ☆121Updated 11 months ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆112Updated 4 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆56Updated 8 months ago
- This repository collects all relevant resources about interpretability in LLMs☆362Updated 8 months ago
- ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).☆282Updated last week
- ☆99Updated 5 months ago
- Steering Llama 2 with Contrastive Activation Addition☆162Updated last year
- ☆273Updated last year
- ☆15Updated 3 months ago
- ☆169Updated 7 months ago
- An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"☆45Updated last year
- Tools for understanding how transformer predictions are built layer-by-layer☆503Updated last year
- ☆78Updated 4 months ago
- Sparse Autoencoder Training Library☆53Updated 2 months ago
- Sparse probing paper full code.☆58Updated last year