nik-dim / tall_masks
Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]
☆39Updated 2 months ago
Alternatives and similar repositories for tall_masks:
Users that are interested in tall_masks are comparing it to the libraries listed below
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆92Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆61Updated 2 months ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆22Updated last week
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆42Updated 2 months ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆17Updated 4 months ago
- ☆63Updated 2 years ago
- ☆47Updated last year
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆63Updated 6 months ago
- Official Code for Paper: Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆65Updated 3 months ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆17Updated 3 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆53Updated 3 months ago
- A curated list of Model Merging methods.☆89Updated 4 months ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆57Updated 3 months ago
- ☆20Updated 6 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆34Updated 3 months ago
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆47Updated last month
- Landing Page for TOFU☆107Updated 3 weeks ago
- ☆18Updated last month
- ☆12Updated 8 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆58Updated last year
- Codes for Merging Large Language Models☆27Updated 5 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆32Updated 2 months ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆30Updated this week
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆61Updated 2 months ago
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆71Updated 3 weeks ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆30Updated 6 months ago
- This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)☆15Updated 4 months ago
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆24Updated 8 months ago
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆13Updated 9 months ago
- Code accompanying the paper "Massive Activations in Large Language Models"☆133Updated 10 months ago