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support more wan models
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examples/wanvideo/README.md

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|PAI Team|1.3B Control|[Link](https://modelscope.cn/models/PAI/Wan2.1-Fun-1.3B-Control)|[wan_fun_control.py](./wan_fun_control.py)|
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|PAI Team|14B Control|[Link](https://modelscope.cn/models/PAI/Wan2.1-Fun-14B-Control)|[wan_fun_control.py](./wan_fun_control.py)|
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Base model features
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||Text-to-video|Image-to-video|End frame|Control|
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|-|-|-|-|-|
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|1.3B text-to-video|||||
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|14B text-to-video|||||
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|14B image-to-video 480P|||||
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|14B image-to-video 720P|||||
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|1.3B InP|||||
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|14B InP|||||
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|1.3B Control|||||
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|14B Control|||||
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Adapter model compatibility
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||1.3B text-to-video|1.3B InP|
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|-|-|-|
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|1.3B aesthetics LoRA|||
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|1.3B Highres-fix LoRA|||
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|1.3B ExVideo LoRA|||
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|1.3B Speed Control adapter|||
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## VRAM Usage
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* Fine-grained offload: We recommend that users adjust the `num_persistent_param_in_dit` settings to find an optimal balance between speed and VRAM requirements. See [`./wan_14b_text_to_video.py`](./wan_14b_text_to_video.py).

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