Pytorch implementation for ICML 2025 Paper “Representation Surgery in Model Merging with Probabilistic Modeling”

The official repository of "Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors""

Official implementation of "Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent".

[ICML 2025] No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces (official repository)

Official repository of "Task Vector Quantization for Memory-Efficient Model Merging" [ICCV 2025]

Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"

Official codebase of "Update Your Transformer to the Latest Release: Re-Basin of Task Vectors" - ICML 2025

[ICLR 2025] Official implementation of "Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning"

RA-Touch: Retrieval-Augmented Touch Understanding with Enriched Visual Data (ACM MM '25)

Simple Flashcard

Spherical Merge Pytorch/HF format Language Models with minimal feature loss.

[ICML 2023] "Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?" by Ruisi Cai, Zhenyu Zhang, Zhangyang Wang

[ICML 2024] Code release for "On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm"

Interactively explore unstructured datasets from your dataframe.

Apache 2.0 License

Question-Aware Gaussian Experts for Audio-Visual Question Answering -- Official Pytorch Implementation (CVPR'25, Highlight)

FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

Official code for our paper "Model Composition for Multimodal Large Language Models" (ACL 2024)

SUN-RGBD for RGB-D Instance Segmentation

RGB-D instance segmentation dataset

NYUDv2 for RGB-D Instance Segmentation

SyMerge: From Non-Interference to Synergistic Merging via Single-Layer Adaptation