collin-burns / discovering_latent_knowledgeLinks
☆273Updated 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:
- ☆231Updated 9 months ago
- Tools for understanding how transformer predictions are built layer-by-layer☆505Updated last year
- Mechanistic Interpretability Visualizations using React☆260Updated 6 months ago
- Keeping language models honest by directly eliciting knowledge encoded in their activations.☆207Updated last week
- ☆122Updated last year
- ☆121Updated 11 months ago
- Erasing concepts from neural representations with provable guarantees☆230Updated 5 months ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆206Updated 7 months ago
- ☆216Updated last year
- ☆182Updated 3 months ago
- ☆105Updated last month
- ☆140Updated 7 months ago
- Emergent world representations: Exploring a sequence model trained on a synthetic task☆182Updated 2 years ago
- ☆314Updated last month
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆192Updated last week
- A library for efficient patching and automatic circuit discovery.☆70Updated 2 months ago
- ☆99Updated 5 months ago
- Using sparse coding to find distributed representations used by neural networks.☆259Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆112Updated 4 months ago
- Steering Llama 2 with Contrastive Activation Addition☆162Updated last year
- Utilities for the HuggingFace transformers library☆68Updated 2 years ago
- Sparsify transformers with SAEs and transcoders☆584Updated last week
- Sparse Autoencoder for Mechanistic Interpretability☆255Updated 11 months ago
- Extract full next-token probabilities via language model APIs☆247Updated last year
- ☆87Updated 11 months ago
- Algebraic value editing in pretrained language models☆65Updated last year
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆40Updated last year
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆95Updated last year
- Sparse probing paper full code.☆58Updated last year
- ☆78Updated 4 months ago