HoagyC / sparse_codingLinks
Using sparse coding to find distributed representations used by neural networks.
☆267Updated last year
Alternatives and similar repositories for sparse_coding
Users that are interested in sparse_coding are comparing it to the libraries listed below
Sorting:
- ☆166Updated 9 months ago
- Sparse Autoencoder for Mechanistic Interpretability☆262Updated last year
- ☆238Updated 11 months ago
- ☆118Updated last month
- ☆341Updated 3 weeks ago
- ☆185Updated last month
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆208Updated last week
- Steering Llama 2 with Contrastive Activation Addition☆180Updated last year
- ☆517Updated last year
- An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"☆49Updated last year
- ☆127Updated last year
- ☆122Updated last year
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆219Updated 8 months ago
- ☆228Updated last year
- ☆191Updated 9 months ago
- This repository collects all relevant resources about interpretability in LLMs☆373Updated 10 months ago
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆146Updated this week
- Sparsify transformers with SAEs and transcoders☆613Updated last week
- ☆54Updated 9 months ago
- Sparse probing paper full code.☆60Updated last year
- Mechanistic Interpretability Visualizations using React☆285Updated 8 months ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆123Updated 6 months ago
- Training Sparse Autoencoders on Language Models☆949Updated last week
- Open source replication of Anthropic's Crosscoders for Model Diffing☆59Updated 10 months ago
- A resource repository for representation engineering in large language models☆134Updated 9 months ago
- ☆106Updated 7 months ago
- [ICLR 2025] General-purpose activation steering library☆102Updated 2 weeks ago
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆655Updated last week
- ☆49Updated last month
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆161Updated 2 months ago