Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]
☆53Dec 22, 2025Updated 3 months ago
Alternatives and similar repositories for tall_masks
Users that are interested in tall_masks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repository of "LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging"☆33Nov 4, 2024Updated last year
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆25Sep 13, 2024Updated last year
- Official codebase for AdaRank: Adaptive Rank Pruning for Enhanced Model Merging (ICLR 2026)☆19Jan 26, 2026Updated 2 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆47Oct 10, 2024Updated last year
- Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.☆54Dec 15, 2025Updated 4 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- [ICML 2025] No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces (official repository)☆43Aug 7, 2025Updated 8 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆103Oct 28, 2024Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆80Mar 1, 2025Updated last year
- MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation☆16Sep 2, 2024Updated last year
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆32Feb 18, 2026Updated 2 months ago
- ☆19Jun 10, 2024Updated last year
- Editing Models with Task Arithmetic☆537Jan 11, 2024Updated 2 years ago
- [NeurIPS 2025] MergeBench: A Benchmark for Merging Domain-Specialized LLMs☆46Feb 11, 2026Updated 2 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A collection of papers related to knowledge fusion☆57Oct 11, 2024Updated last year
- [NeurIPS'24] Official PyTorch implementation for paper "Knowledge Composition using Task Vectors with Learned Anisotropic Scaling"☆28Feb 24, 2025Updated last year
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆90Apr 3, 2025Updated last year
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆31Jun 7, 2024Updated last year
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆141Mar 17, 2025Updated last year
- Codebase for Merging Language Models (ICML 2024)☆863May 5, 2024Updated last year
- Provably (and non-vacuously) bounding test error of deep neural networks under distribution shift with unlabeled test data.☆10Feb 27, 2024Updated 2 years ago
- ☆39Dec 19, 2024Updated last year
- This repository is the implementation of the paper Training Free Pretrained Model Merging (CVPR2024).☆34Mar 5, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Codes for Merging Large Language Models☆35Aug 7, 2024Updated last year
- Code for T-MARS data filtering☆35Aug 23, 2023Updated 2 years ago
- ☆12Feb 11, 2026Updated 2 months ago
- ☆12Sep 1, 2023Updated 2 years ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆111Jun 8, 2023Updated 2 years ago
- ☆12Jul 30, 2025Updated 8 months ago
- The official repository of "Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors""☆49Oct 1, 2025Updated 6 months ago
- ☆44Jul 22, 2024Updated last year
- [ICML 2023] "Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?" by Ruisi Cai, Zhenyu Zhang, Zhangyang Wang☆16May 4, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆44Sep 11, 2023Updated 2 years ago
- DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling☆36Jul 12, 2024Updated last year
- ☆81Mar 17, 2022Updated 4 years ago
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆31May 15, 2024Updated last year
- ☆12Oct 2, 2023Updated 2 years ago
- Code for "Merging Text Transformers from Different Initializations"☆20Feb 2, 2025Updated last year
- ☆15Jul 24, 2022Updated 3 years ago