UCSB-NLP-Chang / ULDLinks
Implementation of paper 'Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference' [NeurIPS'24]
☆26Updated last year
Alternatives and similar repositories for ULD
Users that are interested in ULD are comparing it to the libraries listed below
Sorting:
- ☆72Updated last year
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆98Updated last year
- ☆33Updated 10 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆66Updated last year
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆90Updated last year
- [ICLR 2025] Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates (Oral)☆84Updated last year
- ☆37Updated last year
- Code for watermarking language models☆85Updated last year
- Codebase for decoding compressed trust.☆25Updated last year
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆127Updated 11 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆89Updated 10 months ago
- ☆184Updated 2 months ago
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆66Updated last year
- ☆44Updated last year
- ☆60Updated 2 years ago
- ☆26Updated 11 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆173Updated 9 months ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆79Updated last year
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆38Updated 8 months ago
- ☆48Updated last year
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆66Updated 8 months ago
- Official Implementation of the paper "Three Bricks to Consolidate Watermarks for LLMs"☆50Updated 2 years ago
- Code for Representation Bending Paper☆16Updated 6 months ago
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆39Updated 5 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆85Updated 11 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆65Updated last year
- ☆33Updated last year
- NeurIPS'24 - LLM Safety Landscape☆39Updated 3 months ago
- ☆17Updated 7 months ago
- Code for safety test in "Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates"☆22Updated 4 months ago