TransformerLensOrg / CircuitsVis
Mechanistic Interpretability Visualizations using React
☆242Updated 4 months ago
Alternatives and similar repositories for CircuitsVis:
Users that are interested in CircuitsVis are comparing it to the libraries listed below
- ☆223Updated 7 months ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆199Updated 4 months ago
- Sparse Autoencoder for Mechanistic Interpretability☆243Updated 9 months ago
- Using sparse coding to find distributed representations used by neural networks.☆240Updated last year
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆555Updated this week
- ☆121Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆170Updated last week
- ☆280Updated 2 months ago
- Sparsify transformers with SAEs and transcoders☆524Updated this week
- ☆93Updated 3 weeks ago
- Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.☆211Updated last year
- ☆114Updated 9 months ago
- Tools for studying developmental interpretability in neural networks.☆89Updated 3 months ago
- Training Sparse Autoencoders on Language Models☆745Updated this week
- Notebooks accompanying Anthropic's "Toy Models of Superposition" paper☆120Updated 2 years ago
- ☆164Updated 3 weeks ago
- ☆111Updated 5 months ago
- 🧠 Starter templates for doing interpretability research☆70Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆99Updated 2 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆54Updated 6 months ago
- A library for efficient patching and automatic circuit discovery.☆64Updated 2 weeks ago
- ☆265Updated last year
- ☆26Updated last year
- Keeping language models honest by directly eliciting knowledge encoded in their activations.☆201Updated last week
- A toolkit for describing model features and intervening on those features to steer behavior.☆182Updated 5 months ago
- ☆40Updated 5 months ago
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆31Updated 11 months ago
- ☆70Updated 2 months ago
- ☆38Updated 2 months ago
- Steering Llama 2 with Contrastive Activation Addition☆147Updated 11 months ago