[NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging
☆81Mar 1, 2025Updated last year
Alternatives and similar repositories for EMR_Merging
Users that are interested in EMR_Merging are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆229Updated this week
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆110Oct 28, 2024Updated last year
- The implementation for FREE-Merging: Fourier Transform for Model Merging with Lightweight Experts (ICCV25)☆15Jun 26, 2025Updated 11 months ago
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆144Mar 17, 2025Updated last year
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆754Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision☆11Jul 22, 2024Updated last year
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆92Apr 3, 2025Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆53Dec 22, 2025Updated 5 months ago
- ☆33Jul 8, 2024Updated last year
- Codes for Merging Large Language Models☆37Aug 7, 2024Updated last year
- official code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆25Oct 11, 2025Updated 8 months ago
- MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation☆18Sep 2, 2024Updated last year
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆48Oct 10, 2024Updated last year
- This is the open-source code for TokenCarve.☆25Jan 23, 2026Updated 4 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.
- ☆215Feb 3, 2024Updated 2 years ago
- Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.☆55Dec 15, 2025Updated 6 months ago
- This repository provides a comprehensive library for parallel training and LoRA algorithm implementations, supporting multiple parallel s…☆62Mar 25, 2026Updated 2 months ago
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆182Jan 29, 2026Updated 4 months ago
- code released for our TIP 2021 paper "Adversarial Domain Adaptation with Prototype-based Normalized Output Conditioner"☆15May 24, 2023Updated 3 years ago
- [ICML 2024] Code release for "On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm"☆11Feb 20, 2025Updated last year
- Delta-CoMe can achieve near loss-less 1-bit compressin which has been accepted by NeurIPS 2024☆59Nov 16, 2024Updated last year
- Official codebase for AdaRank: Adaptive Rank Pruning for Enhanced Model Merging (ICLR 2026)☆20Jan 26, 2026Updated 4 months ago
- ☆17Apr 29, 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.
- ICCV 2023 - AdaptGuard: Defending Against Universal Attacks for Model Adaptation☆11Dec 23, 2023Updated 2 years ago
- Editing Models with Task Arithmetic☆544Jan 11, 2024Updated 2 years ago
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated 2 years ago
- [CVPR 2026] MergeVLA: Cross-Skill Model Merging Toward a Generalist Vision-Language-Action Agent☆32Apr 30, 2026Updated last month
- Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach, CVPR 2024☆26Jul 25, 2024Updated last year
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆114Jun 8, 2023Updated 3 years ago
- Official implementation of "Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent".☆23May 23, 2025Updated last year
- Code for "Merging Text Transformers from Different Initializations"☆20Feb 2, 2025Updated last year
- official code for our KDD21 paper "Adaptive Transfer Learning on Graph Neural Networks"☆44Feb 18, 2022Updated 4 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.
- [ICLR 2025 Oral] Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition☆17Nov 25, 2024Updated last year
- ☆27Mar 4, 2025Updated last year
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- [ICLR 2025] Official PyTorch implementation of "DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation"☆26Jul 11, 2025Updated 11 months ago
- ☆81Mar 17, 2022Updated 4 years ago
- The official code for "Advancing Multimodal Large Language Models with Quantization-Aware Scale Learning for Efficient Adaptation" | [MM2…☆14Dec 7, 2024Updated last year
- ☆12Jul 30, 2025Updated 10 months ago