Editing Models with Task Arithmetic
☆539Jan 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".☆113Jun 8, 2023Updated 2 years ago
- ☆216Feb 3, 2024Updated 2 years ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆104Oct 28, 2024Updated last year
- Patching open-vocabulary models by interpolating weights☆91Sep 28, 2023Updated 2 years ago
- ☆81Mar 17, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆53Dec 22, 2025Updated 4 months ago
- Codebase for Merging Language Models (ICML 2024)☆867May 5, 2024Updated 2 years ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆25Sep 13, 2024Updated last year
- Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time☆514Jul 15, 2024Updated last year
- MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation☆17Sep 2, 2024Updated last year
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆93Jul 25, 2023Updated 2 years ago
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆31May 15, 2024Updated 2 years ago
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆220Apr 27, 2026Updated 3 weeks ago
- LLM-Merging: Building LLMs Efficiently through Merging☆209Sep 24, 2024Updated last year
- 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.
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆49Oct 10, 2024Updated last year
- Official codebase for AdaRank: Adaptive Rank Pruning for Enhanced Model Merging (ICLR 2026)☆20Jan 26, 2026Updated 3 months ago
- Model Stock: All we need is just a few fine-tuned models☆129Aug 9, 2025Updated 9 months ago
- Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"☆512Mar 7, 2023Updated 3 years ago
- ☆33Jul 8, 2024Updated last year
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆61May 9, 2023Updated 3 years ago
- A framework for merging models solving different tasks with different initializations into one multi-task model without any additional tr…☆314Jan 18, 2024Updated 2 years ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆80Mar 1, 2025Updated last year
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆91Apr 3, 2025Updated 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.
- ☆105Oct 30, 2023Updated 2 years ago
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆25Oct 11, 2025Updated 7 months ago
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 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
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆671Jul 22, 2024Updated last year
- ☆12Jul 30, 2025Updated 9 months ago
- Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.☆54Dec 15, 2025Updated 5 months ago
- [NeurIPS'24] Official PyTorch implementation for paper "Knowledge Composition using Task Vectors with Learned Anisotropic Scaling"☆28Feb 24, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Tools for merging pretrained large language models.☆7,083May 6, 2026Updated 2 weeks ago
- ☆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 3 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆195Apr 30, 2026Updated 3 weeks ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Nov 26, 2023Updated 2 years ago
- [JMLR] Gradual Domain Adaptation: Theory and Algorithms☆11Jan 14, 2025Updated last year