Editing Models with Task Arithmetic
☆548Jan 11, 2024Updated 2 years ago
Alternatives and similar repositories for task_vectors
Users that are interested in task_vectors are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆114Jun 8, 2023Updated 3 years ago
- ☆215Feb 3, 2024Updated 2 years ago
- Patching open-vocabulary models by interpolating weights☆91Sep 28, 2023Updated 2 years ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆113Oct 28, 2024Updated last year
- ☆81Mar 17, 2022Updated 4 years 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.
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆53Dec 22, 2025Updated 6 months ago
- Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.☆57Dec 15, 2025Updated 7 months ago
- Codebase for Merging Language Models (ICML 2024)☆869May 5, 2024Updated 2 years ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆26Sep 13, 2024Updated last year
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆769Updated this week
- Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time☆518Jul 15, 2024Updated 2 years ago
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆235Jun 23, 2026Updated 3 weeks ago
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆25Oct 11, 2025Updated 9 months ago
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆92Jul 25, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆31May 15, 2024Updated 2 years ago
- LLM-Merging: Building LLMs Efficiently through Merging☆208Sep 24, 2024Updated last year
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆49Oct 10, 2024Updated last year
- Model Stock: All we need is just a few fine-tuned models☆129Aug 9, 2025Updated 11 months ago
- Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"☆515Mar 7, 2023Updated 3 years ago
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆62May 9, 2023Updated 3 years ago
- ☆33Jul 8, 2024Updated 2 years ago
- Official codebase for AdaRank: Adaptive Rank Pruning for Enhanced Model Merging (ICLR 2026)☆20Jan 26, 2026Updated 5 months ago
- A framework for merging models solving different tasks with different initializations into one multi-task model without any additional tr…☆316Jan 18, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆94Apr 3, 2025Updated last year
- ☆106Oct 30, 2023Updated 2 years ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆83Mar 1, 2025Updated last year
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation☆18Sep 2, 2024Updated last year
- Robust fine-tuning of zero-shot models☆765Apr 29, 2022Updated 4 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Jan 31, 2023Updated 3 years ago
- ☆12Jul 30, 2025Updated 11 months ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆671Jul 22, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Official repository of "LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging"☆31Nov 4, 2024Updated last year
- [NeurIPS'24] Official PyTorch implementation for paper "Knowledge Composition using Task Vectors with Learned Anisotropic Scaling"☆28Feb 24, 2025Updated last year
- [ICML 2025] No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces (official repository)☆45Aug 7, 2025Updated 11 months ago
- Tools for merging pretrained large language models.☆7,246Jun 17, 2026Updated last month
- ☆52Jan 1, 2024Updated 2 years ago
- ☆19Jul 24, 2023Updated 2 years ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆32Feb 18, 2026Updated 5 months ago