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Research on the Practical Application of Multimodal Architecture-Based Intelligent Computing Services

Wen-Hua Zhang （ Cloud Network Technology Center, Migu Culture Technology Co., Ltd., Nanjing, Jiangsu, 210026, China ）

https://doi.org/10.37155/2972-483X-0302-2

简介

This paper focuses on the practical application of multimodal architectures in the field of intelligent computing services. By elaborating on key application scenarios such as audiovisual semantic understanding and image-text generation, the study explores system optimization strategies including hybrid architecture deployment and model compression and acceleration. It also clarifies the challenges faced in real-world deployment, such as data quality and cross-modal consistency, and proposes targeted solutions such as standardized annotation and dynamic verification. The research results serve as a reference for the technical implementation and industrial development of multimodal intelligent computing services, helping to address technical and managerial issues encountered in practical applications.

关键字

Multimodal architecture; intelligent computing services; practical application; industry deployment challenges; deployment strategies

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参考文献

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版权所有 © 2025 Wen-Hua Zhang Creative Commons License 出版时间:2025-04-30
本作品采用以下许可协议授权： 知识共享 署名 4.0 国际许可协议