Model Merge
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![Model Merge [Literature Review] Merge Hijacking: Backdoor Attacks to Model Merging ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/merge-hijacking-backdoor-attacks-to-model-merging-of-large-language-models-1.png)



![Model Merge [논문 리뷰] Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/model-merging-in-llms-mllms-and-beyond-methods-theories-applications-and-opportunities-1.png)




![Model Merge [论文评述] Unifying Multimodal Large Language Model Capabilities and ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/unifying-multimodal-large-language-model-capabilities-and-modalities-via-model-merging-1.png)














![Model Merge [论文评述] Reinforced Model Merging](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/reinforced-model-merging-0.png)


![Model Merge [论文评述] Mixup Model Merge: Enhancing Model Merging Performance through ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/mixup-model-merge-enhancing-model-merging-performance-through-randomized-linear-interpolation-0.png)









![Model Merge [论文评述] Localize-and-Stitch: Efficient Model Merging via Sparse Task ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/localize-and-stitch-efficient-model-merging-via-sparse-task-arithmetic-1.png)





![Model Merge [논문 리뷰] AdaMMS: Model Merging for Heterogeneous Multimodal Large ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/adamms-model-merging-for-heterogeneous-multimodal-large-language-models-with-unsupervised-coefficient-optimization-1.png)



































![Model Merge [Model Merging Management] - How to merge Stable Diffusion models to ...](https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/9bbf2674-3d79-486e-9310-0f800668644d/width=525/9bbf2674-3d79-486e-9310-0f800668644d.jpeg)




![Model Merge [논문 리뷰] What Matters for Model Merging at Scale?](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/what-matters-for-model-merging-at-scale-1.png)



![Model Merge [2503.08998] From Task-Specific Models to Unified Systems: A Review of ...](https://ar5iv.labs.arxiv.org/html/2503.08998/assets/model_merging.jpg)








![Model Merge [2403.13257] Arcee’s MergeKit: A Toolkit for Merging Large Language Models](https://ar5iv.labs.arxiv.org/html/2403.13257/assets/figures/model_merging_classification.png)








