IBM / activation-steeringLinks
[ICLR 2025] General-purpose activation steering library
☆133Updated 3 months ago
Alternatives and similar repositories for activation-steering
Users that are interested in activation-steering are comparing it to the libraries listed below
Sorting:
- Steering Llama 2 with Contrastive Activation Addition☆206Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆162Updated 6 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆85Updated 10 months ago
- A resource repository for representation engineering in large language models☆146Updated last year
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆100Updated 2 years ago
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆122Updated 10 months ago
- ☆103Updated 2 years ago
- Algebraic value editing in pretrained language models☆66Updated 2 years ago
- ☆69Updated 5 months ago
- ☆193Updated last year
- AI Logging for Interpretability and Explainability🔬☆138Updated last year
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆40Updated last year
- ☆202Updated 3 months ago
- ☆244Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆68Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆190Updated 8 months ago
- ☆57Updated 2 years ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆57Updated 2 months ago
- Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.☆170Updated this week
- ☆51Updated 2 years ago
- LoFiT: Localized Fine-tuning on LLM Representations☆44Updated 11 months ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆137Updated 10 months ago
- ☆98Updated last year
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆196Updated 11 months ago
- Improving Alignment and Robustness with Circuit Breakers☆254Updated last year
- A library for efficient patching and automatic circuit discovery.☆84Updated 2 weeks ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆235Updated 3 weeks ago
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆65Updated 7 months ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆124Updated last year