nrimsky / CAALinks
Steering Llama 2 with Contrastive Activation Addition
☆201Updated last year
Alternatives and similar repositories for CAA
Users that are interested in CAA are comparing it to the libraries listed below
Sorting:
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆100Updated 2 years ago
- [ICLR 2025] General-purpose activation steering library☆130Updated 3 months ago
- ☆192Updated last year
- ☆196Updated 2 months ago
- ☆243Updated last year
- Using sparse coding to find distributed representations used by neural networks.☆289Updated 2 years ago
- Function Vectors in Large Language Models (ICLR 2024)☆188Updated 8 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
- Algebraic value editing in pretrained language models☆66Updated 2 years ago
- Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.☆168Updated this week
- Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".☆321Updated 6 months ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆134Updated 10 months ago
- ☆95Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆158Updated 6 months ago
- A library for efficient patching and automatic circuit discovery.☆84Updated 5 months ago
- A resource repository for representation engineering in large language models☆143Updated last year
- ☆136Updated last month
- ☆134Updated last year
- Sparse probing paper full code.☆66Updated 2 years ago
- ☆68Updated 5 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆85Updated 9 months ago
- ☆260Updated last year
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆117Updated 10 months ago
- ☆103Updated 2 years ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆68Updated last year
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆38Updated last year
- Improving Alignment and Robustness with Circuit Breakers☆251Updated last year
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆57Updated last month
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆233Updated last year
- ☆65Updated 9 months ago