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src/diffusers/models/autoencoders/autoencoder_kl_qwenimage.py

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# We gratefully acknowledge the Wan Team for their outstanding contributions.
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# QwenImageVAE is further fine-tuned from the Wan Video VAE to achieve improved performance.
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# For more information about the Wan VAE, please refer to:
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# - GitHub: https://github.com/Wan-Video/Wan2.1
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# - arXiv: https://arxiv.org/abs/2503.20314
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# - GitHub: https://github.com/Wan-Video/Wan2.1
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# - arXiv: https://arxiv.org/abs/2503.20314
2020

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from typing import List, Optional, Tuple, Union
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