Additive quantization for truly tiny compressed diffusion models

Tremendous investments have been made towards the commodification of diffusion models for generation of diverse media. Their mass-market adoption is however still hobbled by the intense hardware resource requirements of diffusion model inference. Model quantization strategies tailored specificall...

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Bibliographic Details
Main Author: Hasan, Adil
Other Authors: Thomas Peyrin
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/181210