SALT-NLP / Efficient_UnlearningLinks
☆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
Sorting:
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆82Updated 11 months ago
- ☆25Updated 5 months ago
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆78Updated 10 months ago
- ☆41Updated 10 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆59Updated 10 months ago
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆86Updated last year
- LLM Unlearning☆173Updated last year
- ☆26Updated last year
- ☆28Updated 11 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆82Updated 4 months ago
- ☆60Updated 5 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆97Updated last year
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆26Updated 10 months ago
- ☆59Updated last year
- ☆16Updated last year
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆110Updated 6 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆60Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆79Updated 8 months ago
- [NeurIPS 2024 D&B] Evaluating Copyright Takedown Methods for Language Models☆17Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆41Updated 9 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆45Updated 9 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆76Updated 5 months ago
- ☆54Updated 2 years ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆68Updated 2 years ago
- [ICLR 2025] A Closer Look at Machine Unlearning for Large Language Models☆36Updated 8 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated last year
- Mostly recording papers about models' trustworthy applications. Intending to include topics like model evaluation & analysis, security, c…☆21Updated 2 years ago
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆26Updated last year
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆94Updated 3 months ago
- A resource repository for representation engineering in large language models☆130Updated 9 months ago