OPTML-Group / Unlearn-Simple
"Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning" by Chongyu Fan*, Jiancheng Liu*, Licong Lin*, Jinghan Jia, Ruiqi Zhang, Song Mei, Sijia Liu
☆18Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for Unlearn-Simple
- ☆35Updated 4 months ago
- ☆12Updated 3 months ago
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆62Updated last month
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆71Updated 2 months ago
- Official Code for Paper: Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆60Updated last month
- ☆16Updated 4 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆84Updated 5 months ago
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆71Updated 6 months ago
- Official code implementation of SKU, Accepted by ACL 2024 Findings☆11Updated 6 months ago
- A survey on harmful fine-tuning attack for large language model☆80Updated last week
- Official code for the paper: Evaluating Copyright Takedown Methods for Language Models☆15Updated 4 months ago
- LLM Unlearning☆125Updated last year
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆14Updated last month
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆19Updated this week
- Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models☆23Updated last year
- The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”☆15Updated 8 months ago
- BeHonest: Benchmarking Honesty in Large Language Models☆30Updated 3 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆47Updated last month
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆60Updated 8 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆28Updated 4 months ago
- [ACL 2024] Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization☆13Updated 4 months ago
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆21Updated 4 months ago
- ☆31Updated 5 months ago
- ☆33Updated last year
- ☆16Updated 3 weeks ago
- ☆28Updated 5 months ago
- 【ACL 2024】 SALAD benchmark & MD-Judge☆106Updated last month
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆75Updated last month
- The repository of the project "Fine-tuning Large Language Models with Sequential Instructions", code base comes from open-instruct and LA…☆28Updated 4 months ago
- ☆36Updated last year