franciscoliu / SKU
Official code implementation of SKU, Accepted by ACL 2024 Findings
☆13Updated 3 months ago
Alternatives and similar repositories for SKU:
Users that are interested in SKU are comparing it to the libraries listed below
- ☆18Updated 7 months ago
- ☆50Updated 8 months ago
- [NeurIPS 2024 D&B] Evaluating Copyright Takedown Methods for Language Models☆17Updated 8 months ago
- ☆41Updated last month
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆35Updated 4 months ago
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆69Updated 5 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆55Updated 5 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆89Updated 9 months ago
- ☆30Updated 5 months ago
- ☆18Updated 5 months ago
- Code for our paper "Defending ChatGPT against Jailbreak Attack via Self-Reminder" in NMI.☆47Updated last year
- Official repo for NeurIPS'24 paper "WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models"☆12Updated 3 months ago
- "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning" by Chongyu Fan*, Jiancheng Liu*, Licong Lin*, Jingh…☆22Updated 2 weeks ago
- ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆32Updated last month
- ☆28Updated 9 months ago
- ☆20Updated this week
- Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks☆24Updated 8 months ago
- ☆38Updated last year
- [EMNLP 2024] The official GitHub repo for the paper "Course-Correction: Safety Alignment Using Synthetic Preferences"☆19Updated 5 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆71Updated 3 weeks ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆40Updated 4 months ago
- Implementation of paper 'Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference' [NeurIPS'24…☆16Updated 9 months ago
- LLM Unlearning☆145Updated last year
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆19Updated 5 months ago
- The official code of the paper "A Closer Look at Machine Unlearning for Large Language Models".☆23Updated 3 months ago
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆23Updated 8 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆57Updated 2 months ago
- 🤫 Code and benchmark for our ICLR 2024 spotlight paper: "Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Con…☆40Updated last year
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆78Updated 10 months ago
- ☆23Updated 10 months ago