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
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆80Updated 6 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆56Updated 5 months ago
- ☆21Updated 2 weeks ago
- ☆52Updated 8 months ago
- ☆26Updated last year
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆82Updated 8 months ago
- [NeurIPS 2024 D&B] Evaluating Copyright Takedown Methods for Language Models☆17Updated 8 months ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆22Updated 5 months ago
- ☆10Updated last year
- ☆16Updated last year
- ☆33Updated 5 months ago
- ☆29Updated 10 months ago
- ☆42Updated last month
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆69Updated 2 weeks ago
- ☆25Updated 6 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆73Updated last month
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆23Updated 9 months ago
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆78Updated 10 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆60Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆29Updated 4 months ago
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆69Updated 5 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆41Updated 4 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆52Updated 4 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆63Updated last year
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆89Updated 10 months ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆63Updated 5 months ago
- ☆22Updated 5 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆56Updated 11 months ago
- ☆28Updated 9 months ago
- ☆16Updated last week