chrisliu298 / awesome-representation-engineeringLinks
A resource repository for representation engineering in large language models
☆127Updated 8 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:
- General-purpose activation steering library☆84Updated 2 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆74Updated 4 months ago
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆95Updated last year
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆101Updated 4 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆80Updated 3 months ago
- LLM Unlearning☆171Updated last year
- ☆216Updated last year
- Steering Llama 2 with Contrastive Activation Addition☆164Updated last year
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆137Updated 2 months ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆71Updated 9 months ago
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆85Updated last year
- A curated list of resources for activation engineering☆91Updated last month
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆27Updated 11 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆61Updated 7 months ago
- ☆60Updated last year
- Improving Alignment and Robustness with Circuit Breakers☆218Updated 9 months ago
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆90Updated last year
- ☆54Updated 4 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆256Updated 3 months ago
- The one-stop repository for large language model (LLM) unlearning. Supports TOFU, MUSE, WMDP, and many unlearning methods. All features: …☆313Updated 2 weeks ago
- ☆146Updated 7 months ago
- ☆171Updated last year
- awesome SAE papers☆39Updated last month
- ☆16Updated last year
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆59Updated last month
- Toolkit for evaluating the trustworthiness of generative foundation models.☆105Updated 3 weeks ago
- ☆170Updated 7 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆170Updated 3 months ago
- ☆24Updated last year
- ☆51Updated 2 years ago