chrisliu298 / awesome-representation-engineering
A resource repository for representation engineering in large language models
☆120Updated 6 months ago
Alternatives and similar repositories for awesome-representation-engineering
Users that are interested in awesome-representation-engineering are comparing it to the libraries listed below
Sorting:
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆72Updated 2 months ago
- General-purpose activation steering library☆68Updated last week
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆97Updated 2 months ago
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆22Updated 9 months ago
- Steering Llama 2 with Contrastive Activation Addition☆151Updated 11 months ago
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆91Updated last year
- ☆31Updated 2 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆76Updated last month
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆57Updated 5 months ago
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆82Updated last year
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆115Updated 3 weeks ago
- For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.☆113Updated this week
- ☆206Updated last year
- A curated list of resources for activation engineering☆74Updated this week
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆65Updated 7 months ago
- Algebraic value editing in pretrained language models☆65Updated last year
- ☆58Updated 10 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆166Updated 3 weeks ago
- ☆167Updated last month
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆55Updated 2 months ago
- ☆33Updated 2 weeks ago
- ☆94Updated last year
- The Paper List on Data Contamination for Large Language Models Evaluation.☆93Updated last month
- awesome SAE papers☆27Updated 2 months ago
- ☆112Updated 5 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆92Updated 11 months ago
- AI Logging for Interpretability and Explainability🔬☆116Updated 11 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…☆115Updated last year
- ☆50Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆38Updated 4 months ago