maxdreyer / PURELinks
Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Workshop (spotlight)
☆19Updated last year
Alternatives and similar repositories for PURE
Users that are interested in PURE are comparing it to the libraries listed below
Sorting:
- ☆51Updated 2 years ago
- 👋 Overcomplete is a Vision-based SAE Toolbox☆119Updated 2 months ago
- NeuroSurgeon is a package that enables researchers to uncover and manipulate subnetworks within models in Huggingface Transformers☆42Updated 11 months ago
- Sparse Autoencoder Training Library☆56Updated 9 months ago
- ☆35Updated 2 years ago
- ☆116Updated 11 months ago
- Trains Sparse Autoencoders based on outputs from language models☆11Updated last year
- What do we learn from inverting CLIP models?☆58Updated last year
- ☆47Updated last year
- ☆16Updated 9 months ago
- ☆37Updated last year
- [ICML 24] A novel automated neuron explanation framework that can accurately describe poly-semantic concepts in deep neural networks☆14Updated 9 months ago
- Tools for optimizing steering vectors in LLMs.☆19Updated 10 months ago
- A library for efficient patching and automatic circuit discovery.☆88Updated last month
- Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet☆32Updated 2 years ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆163Updated 7 months ago
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆47Updated last year
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆26Updated last year
- ☆143Updated last month
- ☆206Updated 3 months ago
- ☆33Updated 11 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆241Updated 2 weeks ago
- ☆24Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆140Updated 11 months ago
- ☆60Updated 2 years ago
- ☆58Updated last year
- Official Code for What Makes and Breaks Safety Fine-tuning? A Mechanistic Study (NeurIPS 2024)☆12Updated last year
- [ICLR 2025] General-purpose activation steering library☆141Updated 4 months ago
- A benchmark for mechanistic discovery of circuits in Transformers☆16Updated last year
- Attribution-based Parameter Decomposition☆33Updated 7 months ago