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FuseChat: Knowledge Fusion of Chat Models

FuseChat: Knowledge Fusion of Chat Models

15 August 2024
Fanqi Wan
Longguang Zhong
Ziyi Yang
Ruijun Chen
Xiaojun Quan
    ALMKELMMoMe
ArXiv (abs)PDFHTMLHuggingFace (14 upvotes)Github (569★)

Papers citing "FuseChat: Knowledge Fusion of Chat Models"

27 / 27 papers shown
Weight Weaving: Parameter Pooling for Data-Free Model Merging
Weight Weaving: Parameter Pooling for Data-Free Model Merging
Levy G. Chaves
Eduardo Valle
Sandra Avila
MoMe
183
0
0
15 Oct 2025
The Thinking Spectrum: An Empirical Study of Tunable Reasoning in LLMs through Model Merging
The Thinking Spectrum: An Empirical Study of Tunable Reasoning in LLMs through Model Merging
Xiaochong Lan
Yu Zheng
Shiteng Cao
Yong Li
MoMeLRM
223
1
0
26 Sep 2025
Probabilistic Token Alignment for Large Language Model Fusion
Probabilistic Token Alignment for Large Language Model Fusion
Runjia Zeng
James Liang
Cheng Han
Zhiwen Cao
Jiahao Liu
...
Yingjie Victor Chen
Lifu Huang
Tong Geng
Qifan Wang
Dongfang Liu
160
1
0
21 Sep 2025
GenRecal: Generation after Recalibration from Large to Small Vision-Language Models
GenRecal: Generation after Recalibration from Large to Small Vision-Language Models
Byung-Kwan Lee
Ryo Hachiuma
Yong Man Ro
Yu-Chun Wang
Yueh-Hua Wu
VLM
318
3
0
18 Jun 2025
Bohdi: Heterogeneous LLM Fusion with Automatic Data Exploration
Bohdi: Heterogeneous LLM Fusion with Automatic Data Exploration
Junqi Gao
Zhichang Guo
Dazhi Zhang
Dong Li
Runze Liu
Pengfei Li
Kai Tian
Biqing Qi
394
0
0
04 Jun 2025
SeMe: Training-Free Language Model Merging via Semantic Alignment
SeMe: Training-Free Language Model Merging via Semantic Alignment
Jian Gu
A. Aleti
Chunyang Chen
Hongyu Zhang
MoMeFedML
97
2
0
26 May 2025
Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks
Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks
Yang Liu
Bingjie Yan
Tianyuan Zou
Jianqing Zhang
Zixuan Gu
...
Jiajian Li
Xiaozhou Ye
Ye Ouyang
Qiang Yang
Yanzhe Zhang
ALM
1.0K
3
0
24 Apr 2025
FuseRL: Dense Preference Optimization for Heterogeneous Model Fusion
FuseRL: Dense Preference Optimization for Heterogeneous Model Fusion
Longguang Zhong
Fanqi Wan
Ziyi Yang
Guosheng Liang
Tianyuan Shi
Xiaojun Quan
MoMe
321
1
0
09 Apr 2025
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks
Yusen Wu
Junwu Xiong
Xiaotie Deng
LLMAG
313
1
0
04 Apr 2025
SplatPose: Geometry-Aware 6-DoF Pose Estimation from Single RGB Image via 3D Gaussian Splatting
Linqi Yang
Xiongwei Zhao
Qihao Sun
Ke Wang
Ao Chen
Peng Kang
3DGS
315
4
0
07 Mar 2025
Scalable Model Merging with Progressive Layer-wise Distillation
Scalable Model Merging with Progressive Layer-wise Distillation
Jing Xu
Jiazheng Li
J.N. Zhang
MoMeFedML
645
8
0
18 Feb 2025
Optimal Brain Iterative Merging: Mitigating Interference in LLM Merging
Optimal Brain Iterative Merging: Mitigating Interference in LLM Merging
Zhixiang Wang
Zhenyu Mao
Yixuan Qiao
Hao Sun
Biye Li
MoMe
279
1
0
17 Feb 2025
Evolutionary Optimization of Model Merging Recipes
Evolutionary Optimization of Model Merging Recipes
Takuya Akiba
Makoto Shing
Yujin Tang
Qi Sun
David Ha
MoMe
643
169
0
28 Jan 2025
InfiFusion: A Unified Framework for Enhanced Cross-Model Reasoning via LLM Fusion
InfiFusion: A Unified Framework for Enhanced Cross-Model Reasoning via LLM Fusion
Zhaoyi Yan
Zhijie Sang
Yiming Zhang
Yuhao Fu
Baoyi He
Qi Zhou
Yining Di
Chunlin Ji
Shengyu Zhang
Leilei Gan
MoMeLRM
406
4
0
06 Jan 2025
Unconstrained Model Merging for Enhanced LLM Reasoning
Unconstrained Model Merging for Enhanced LLM Reasoning
Yiming Zhang
Baoyi He
Shengyu Zhang
Yuhao Fu
Qi Zhou
...
Guanghan Ning
Linyi Li
Chunlin Ji
Leilei Gan
Hongxia Yang
MoMe
215
5
0
17 Oct 2024
Exploring Model Kinship for Merging Large Language Models
Exploring Model Kinship for Merging Large Language Models
Yedi Hu
Yunzhi Yao
Ningyu Zhang
Shumin Deng
Ningyu Zhang
MoMe
473
1
0
16 Oct 2024
What Matters for Model Merging at Scale?
What Matters for Model Merging at Scale?
Prateek Yadav
Tu Vu
Jonathan Lai
Alexandra Chronopoulou
Manaal Faruqui
Joey Tianyi Zhou
Tsendsuren Munkhdalai
MoMe
266
43
0
04 Oct 2024
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model EnsemblingInternational Conference on Learning Representations (ICLR), 2024
Yuxuan Yao
Han Wu
Mingyang Liu
Sichun Luo
Xiongwei Han
Jie Liu
Zhijiang Guo
Linqi Song
233
18
0
03 Oct 2024
Unleashing the Potentials of Likelihood Composition for Multi-modal
  Language Models
Unleashing the Potentials of Likelihood Composition for Multi-modal Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Shitian Zhao
Renrui Zhang
Xu Luo
Yan Wang
Shanghang Zhang
Peng Gao
223
0
0
01 Oct 2024
SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From
  Pre-Trained Foundation Models
SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models
Anke Tang
Li Shen
Yong Luo
Shuai Xie
Han Hu
Lefei Zhang
Di Lin
Dacheng Tao
MoMe
305
9
0
19 Aug 2024
BadMerging: Backdoor Attacks Against Model Merging
BadMerging: Backdoor Attacks Against Model MergingConference on Computer and Communications Security (CCS), 2024
Jinghuai Zhang
Jianfeng Chi
Zheng Li
Kunlin Cai
Yang Zhang
Yuan Tian
MoMeFedMLAAML
326
26
0
14 Aug 2024
Cool-Fusion: Fuse Large Language Models without Training
Cool-Fusion: Fuse Large Language Models without TrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Cong Liu
Xiaojun Quan
Yan Pan
Liangzhi Li
Weigang Wu
Xu Chen
MoMeVLM
378
10
0
29 Jul 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in
  the Era of Large Language Models
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models
Jinliang Lu
Ziliang Pang
Min Xiao
Yaochen Zhu
Rui Xia
Jiajun Zhang
MoMe
384
48
0
08 Jul 2024
FuseGen: PLM Fusion for Data-generation based Zero-shot Learning
FuseGen: PLM Fusion for Data-generation based Zero-shot LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Tianyuan Zou
Yang Liu
Ziwei Sun
Jianqing Zhang
Jingjing Liu
Ya-Qin Zhang
246
3
0
18 Jun 2024
FusionBench: A Unified Library and Comprehensive Benchmark for Deep Model Fusion
FusionBench: A Unified Library and Comprehensive Benchmark for Deep Model Fusion
Anke Tang
Li Shen
Yong Luo
Enneng Yang
Di Lin
Dacheng Tao
Bo Du
Dacheng Tao
ELMMoMeVLM
450
38
0
05 Jun 2024
Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators
Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators
Yann Dubois
Balázs Galambosi
Abigail Z. Jacobs
Tatsunori Hashimoto
ALM
450
593
0
06 Apr 2024
WizardCoder: Empowering Code Large Language Models with Evol-Instruct
WizardCoder: Empowering Code Large Language Models with Evol-InstructInternational Conference on Learning Representations (ICLR), 2023
Ziyang Luo
Can Xu
Lu Wang
Qingfeng Sun
Xiubo Geng
Wenxiang Hu
Chongyang Tao
Jing Ma
Qingwei Lin
Daxin Jiang
ELMSyDaALM
714
845
0
14 Jun 2023
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