HoagyC / sparse_coding
Using sparse coding to find distributed representations used by neural networks.
☆230Updated last year
Alternatives and similar repositories for sparse_coding:
Users that are interested in sparse_coding are comparing it to the libraries listed below
- ☆216Updated 6 months ago
- Sparse Autoencoder for Mechanistic Interpretability☆238Updated 8 months ago
- ☆81Updated last week
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆166Updated this week
- ☆157Updated this week
- ☆269Updated 2 months ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆192Updated 3 months ago
- ☆121Updated last year
- ☆91Updated 4 months ago
- ☆115Updated 8 months ago
- Mechanistic Interpretability Visualizations using React☆239Updated 3 months ago
- Steering Llama 2 with Contrastive Activation Addition☆137Updated 10 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆49Updated 5 months ago
- Sparsify transformers with SAEs and transcoders☆511Updated this week
- Steering vectors for transformer language models in Pytorch / Huggingface☆94Updated last month
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆107Updated this week
- Training Sparse Autoencoders on Language Models☆714Updated this week
- Sparse probing paper full code.☆56Updated last year
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆539Updated last week
- ☆450Updated 8 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆156Updated 3 weeks ago
- ☆200Updated last year
- This repository collects all relevant resources about interpretability in LLMs☆338Updated 5 months ago
- ☆142Updated 4 months ago
- ☆91Updated 2 months ago
- A library for efficient patching and automatic circuit discovery.☆62Updated last month
- ☆33Updated 4 months ago
- ☆82Updated 8 months ago
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆91Updated last year
- A resource repository for representation engineering in large language models☆116Updated 5 months ago