Shypd.aiThe largest open index of AI toolsml-mdm is an open-source Python package for training high-quality text-to-image diffusion models efficiently. It allows for the synthesis of high-resolution images and videos, even with limited data.
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ml-mdm is a Python package developed by Apple for training high-quality text-to-image diffusion models in a data and compute-efficient manner. This tool is based on the research paper, Matryoshka Diffusion Models, enabling the creation of high-resolution images and videos up to 1024x1024 pixels. It demonstrates strong zero-shot generalization using datasets like CC12M, even with only 12 million images. The package includes functionalities for model training, sample generation, and a web demo for interactive image creation. It supports various configurations for different resolutions and provides pretrained models for immediate use, making it a powerful tool for researchers and developers in the field of generative AI.
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