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  ---
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  license: mit
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- pipeline_tag: image-to-video
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  tags:
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  - VAE
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  - Video-Generation
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  # Reducio-VAE Model Card
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  <!-- Provide a quick summary of what the model is/does. -->
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- This model is a 3D VAE that encodes video into a compact latent space conditioned on a content frame. It compresses a video by a factor of $$\frac{T}{4}\times\frac{H}{32}\times\frac{W}{32}$$, enabling $4096\times$ downsampling.
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  It is part of the [Reducio-DiT](https://arxiv.org/abs/xxxx), which is a video generation method. Codebase available [here](https://github.com/microsoft/Reducio-VAE).
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  ---
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  license: mit
 
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  tags:
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  - VAE
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  - Video-Generation
 
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  # Reducio-VAE Model Card
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  <!-- Provide a quick summary of what the model is/does. -->
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+ This model is a 3D VAE that encodes video into a compact latent space conditioned on a content frame. It compresses a video by a factor of \\($$\frac{T}{4}\times\frac{H}{32}\times\frac{W}{32}$$\\), enabling $4096\times$ downsampling.
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  It is part of the [Reducio-DiT](https://arxiv.org/abs/xxxx), which is a video generation method. Codebase available [here](https://github.com/microsoft/Reducio-VAE).
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