apartresearch / interpretability-starterLinks
🧠 Starter templates for doing interpretability research
☆76Updated 2 years ago
Alternatives and similar repositories for interpretability-starter
Users that are interested in interpretability-starter are comparing it to the libraries listed below
Sorting:
- Mechanistic Interpretability Visualizations using React☆303Updated last year
- Tools for studying developmental interpretability in neural networks.☆117Updated 6 months ago
- Notebooks accompanying Anthropic's "Toy Models of Superposition" paper☆131Updated 3 years ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆233Updated last year
- we got you bro☆36Updated last year
- Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.☆236Updated 4 months ago
- Attribution-based Parameter Decomposition☆33Updated 6 months ago
- ☆261Updated last year
- ☆132Updated 2 years ago
- ☆83Updated 10 months ago
- Erasing concepts from neural representations with provable guarantees☆240Updated 11 months ago
- Tools for understanding how transformer predictions are built layer-by-layer☆554Updated 4 months ago
- Keeping language models honest by directly eliciting knowledge encoded in their activations.☆216Updated this week
- ☆147Updated 3 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆234Updated last week
- ☆283Updated last year
- Sparse Autoencoder for Mechanistic Interpretability☆285Updated last year
- ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).☆331Updated 5 months ago
- ☆373Updated 4 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆63Updated last year
- Emergent world representations: Exploring a sequence model trained on a synthetic task☆197Updated 2 years ago
- A library for bridging Python and HTML/Javascript (via Svelte) for creating interactive visualizations☆201Updated 4 years ago
- ☆27Updated 2 years ago
- Resources from the EleutherAI Math Reading Group☆54Updated 9 months ago
- Sparse Autoencoder Training Library☆56Updated 7 months ago
- ControlArena is a collection of settings, model organisms and protocols - for running control experiments.☆143Updated last week
- Utilities for the HuggingFace transformers library☆73Updated 2 years ago
- Mechanistic Interpretability for Transformer Models☆53Updated 3 years ago
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆738Updated last week
- ☆134Updated last year