SALT-NLP / Efficient_Unlearning
☆38Updated last year
Alternatives and similar repositories for Efficient_Unlearning:
Users that are interested in Efficient_Unlearning are comparing it to the libraries listed below
- ☆21Updated last month
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆80Updated 7 months ago
- ☆26Updated last year
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆56Updated 6 months ago
- ☆25Updated 6 months ago
- ☆54Updated 9 months ago
- ☆34Updated 6 months ago
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆80Updated 11 months ago
- ☆16Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆30Updated 5 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆42Updated 4 months ago
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆72Updated 6 months ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆23Updated 6 months ago
- ☆29Updated 11 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆74Updated 2 weeks ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆66Updated 2 years ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆71Updated last month
- [NeurIPS 2024 D&B] Evaluating Copyright Takedown Methods for Language Models☆17Updated 9 months ago
- ☆42Updated 2 months ago
- ☆48Updated last year
- ☆13Updated last year
- ☆23Updated 11 months ago
- ☆28Updated 10 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆87Updated 9 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆57Updated last year
- ☆19Updated last month
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆47Updated 7 months ago
- ☆24Updated 2 years ago
- [ICLR 2025] A Closer Look at Machine Unlearning for Large Language Models☆24Updated 4 months ago
- ☆11Updated last year