collin-burns / discovering_latent_knowledgeLinks
☆281Updated last year
Alternatives and similar repositories for discovering_latent_knowledge
Users that are interested in discovering_latent_knowledge are comparing it to the libraries listed below
Sorting:
- ☆252Updated last year
- ☆131Updated 2 years ago
- Tools for understanding how transformer predictions are built layer-by-layer☆541Updated 3 months ago
- Keeping language models honest by directly eliciting knowledge encoded in their activations.☆212Updated this week
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆226Updated 11 months ago
- Erasing concepts from neural representations with provable guarantees☆239Updated 9 months ago
- ☆129Updated 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
- A library for efficient patching and automatic circuit discovery.☆79Updated 3 months ago
- ☆134Updated 3 weeks ago
- ☆237Updated last year
- ☆184Updated 11 months ago
- ☆109Updated 9 months ago
- Utilities for the HuggingFace transformers library☆72Updated 2 years ago
- Steering Llama 2 with Contrastive Activation Addition☆192Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆222Updated last week
- ☆192Updated last month
- Steering vectors for transformer language models in Pytorch / Huggingface☆128Updated 8 months ago
- ☆92Updated last year
- Emergent world representations: Exploring a sequence model trained on a synthetic task☆191Updated 2 years ago
- ☆307Updated last year
- Notebooks accompanying Anthropic's "Toy Models of Superposition" paper☆130Updated 3 years ago
- Extract full next-token probabilities via language model APIs☆247Updated last year
- Sparse probing paper full code.☆65Updated last year
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆42Updated last year
- Sparse Autoencoder Training Library☆55Updated 6 months ago
- Sparse Autoencoder for Mechanistic Interpretability☆284Updated last year
- ☆361Updated 2 months ago
- Sparsify transformers with SAEs and transcoders☆654Updated this week