AntoAndGar / task_singular_vectorsLinks
Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.
☆35Updated 3 months ago
Alternatives and similar repositories for task_singular_vectors
Users that are interested in task_singular_vectors are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆71Updated 8 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆94Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆51Updated last year
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆22Updated last year
- Awesome-Low-Rank-Adaptation☆119Updated last year
- CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for task-aware parameter-efficient fine-tuning(NeurIPS 2024)☆52Updated 9 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆46Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆83Updated last year
- ☆11Updated 3 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- [NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models☆27Updated 5 months ago
- Data distillation benchmark☆70Updated 4 months ago
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆72Updated 7 months ago
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆20Updated 3 weeks ago
- ☆60Updated 10 months ago
- ☆70Updated last year
- Awesome Low-Rank Adaptation☆52Updated 3 months ago
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆29Updated last year
- A curated list of Model Merging methods.☆92Updated last year
- ☆59Updated 10 months ago
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆46Updated last year
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆229Updated 11 months ago
- The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)☆68Updated 4 months ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆132Updated 4 months ago
- Elucidated Dataset Condensation (NeurIPS 2024)☆21Updated last year
- ☆21Updated 6 months ago
- [ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers☆34Updated 10 months ago
- Official implementation of "Mixture of Experts Meets Prompt-Based Continual Learning" (NeurIPS 2024)☆37Updated 3 months ago
- ☆16Updated 11 months ago
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆45Updated last year