CaoYuanpu / BiPOLinks
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
☆30Updated last year
Alternatives and similar repositories for BiPO
Users that are interested in BiPO are comparing it to the libraries listed below
Sorting:
- A resource repository for representation engineering in large language models☆129Updated 8 months ago
- [ICLR 2025] General-purpose activation steering library☆87Updated last week
- Steering Llama 2 with Contrastive Activation Addition☆167Updated last year
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆82Updated 4 months ago
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆106Updated 5 months ago
- ☆23Updated 4 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆74Updated 5 months ago
- ☆60Updated last year
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆59Updated last month
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆73Updated 10 months ago
- ☆47Updated last year
- ☆60Updated 5 months ago
- LLM Unlearning☆172Updated last year
- Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆39Updated 4 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆62Updated 8 months ago
- ☆41Updated 10 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆45Updated 8 months ago
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆85Updated last year
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆96Updated last year
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆77Updated 10 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆39Updated 8 months ago
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆25Updated last year
- ☆17Updated last year
- [NeurIPS 2024] How do Large Language Models Handle Multilingualism?☆37Updated 9 months ago
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆94Updated 2 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆262Updated 4 months ago
- "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning" by Chongyu Fan*, Jiancheng Liu*, Licong Lin*, Jingh…☆30Updated last month
- LoFiT: Localized Fine-tuning on LLM Representations☆39Updated 6 months ago
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆90Updated last year
- AI Logging for Interpretability and Explainability🔬☆125Updated last year