andyrdt / refusal_directionLinks
Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".
☆264Updated 3 months ago
Alternatives and similar repositories for refusal_direction
Users that are interested in refusal_direction are comparing it to the libraries listed below
Sorting:
- Improving Alignment and Robustness with Circuit Breakers☆232Updated 11 months ago
- Steering Llama 2 with Contrastive Activation Addition☆180Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆123Updated 6 months ago
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆95Updated last year
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆146Updated this week
- A toolkit for describing model features and intervening on those features to steer behavior.☆198Updated 10 months ago
- [ICLR 2025] General-purpose activation steering library☆102Updated 2 weeks ago
- ☆166Updated 9 months ago
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆110Updated 6 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆208Updated last week
- ☆228Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆128Updated 2 months ago
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆185Updated 7 months ago
- ☆121Updated last month
- Using sparse coding to find distributed representations used by neural networks.☆267Updated last year
- ☆185Updated 2 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆179Updated 4 months ago
- Sparsify transformers with SAEs and transcoders☆620Updated this week
- Persona Vectors: Monitoring and Controlling Character Traits in Language Models☆220Updated last month
- Algebraic value editing in pretrained language models☆65Updated last year
- This repository contains the code and data for the paper "SelfIE: Self-Interpretation of Large Language Model Embeddings" by Haozhe Chen,…☆51Updated 9 months ago
- Sparse Autoencoder for Mechanistic Interpretability☆264Updated last year
- A resource repository for representation engineering in large language models☆134Updated 10 months ago
- WMDP is a LLM proxy benchmark for hazardous knowledge in bio, cyber, and chemical security. We also release code for RMU, an unlearning m…☆138Updated 3 months ago
- ☆190Updated 4 months ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆116Updated last year
- A simple unified framework for evaluating LLMs☆243Updated 5 months ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆219Updated 8 months ago
- ☆96Updated 2 months ago
- ☆517Updated last year