SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules

doi:doi:10.57702/tcvecyps

SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules

This paper documents our characterization study and practices for serving text-to-image requests with stable diffusion models in production.

BibTex:

@dataset{Suyi_Li_and_Lingyun_Yang_and_Xiaoxiao_Jiang_and_Hanfeng_Lu_and_Zhipeng_Di_and_Weiyi_Lu_and_Jiawei_Chen_and_Kan_Liu_and_Yinghao_Yu_and_Tao_Lan_and_Guodong_Yang_and_Lin_Qu_and_Liping_Zhang_and_Wei_Wang_2024,
    abstract = {This paper documents our characterization study and practices for serving text-to-image requests with stable diffusion models in production.},
    author = {Suyi Li and Lingyun Yang and Xiaoxiao Jiang and Hanfeng Lu and Zhipeng Di and Weiyi Lu and Jiawei Chen and Kan Liu and Yinghao Yu and Tao Lan and Guodong Yang and Lin Qu and Liping Zhang and Wei Wang},
    doi = {10.57702/tcvecyps},
    institution = {No Organization},
    keyword = {'add-on modules', 'stable diffusion models', 'text-to-image generation'},
    month = {dec},
    publisher = {TIB},
    title = {SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules},
    url = {https://service.tib.eu/ldmservice/dataset/swiftdiffusion--efficient-diffusion-model-serving-with-add-on-modules},
    year = {2024}
}