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  license: cc-by-nc-4.0
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  ---
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- Models for [this repo](https://github.com/zengxianyu/ppd-examples)
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  The 4-step lora checkpoints for Wan2.2-14b are converted from [Wan2.2-Lightning](https://huggingface.co/lightx2v/)
 
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  license: cc-by-nc-4.0
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  ---
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+ Models for [this repo](https://github.com/zengxianyu/ppd-examples) and [this paper](https://arxiv.org/abs/2512.05106) arxiv.org/abs/2512.05106
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  The 4-step lora checkpoints for Wan2.2-14b are converted from [Wan2.2-Lightning](https://huggingface.co/lightx2v/)