Popular GitHub Repositories for Model Merging

Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)

ZhiJian: A Unifying and Rapidly Deployable Toolbox for Pre-trained Model Reuse

[ECCV'24] MaxFusion: Plug & Play multimodal generation in text to image diffusion models

All-in-one UI for merged LLMs in Hugging Face

flow-merge is a powerful Python library that enables seamless merging of multiple transformer-based language models using the most popular merge methods such as model soups, SLERP, ties-MERGING or DARE.

Official PyTorch implementation of LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation.

The code used in the paper "DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging"

Official repository of our work "Efficient Model Editing with Task-Localized Sparse Fine-tuning" accepted at ICLR 2025