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Update tutorials/video/wan/wan-move.mdx
Co-Authored-By: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
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tutorials/video/wan/wan-move.mdx

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import UpdateReminder from '/snippets/tutorials/update-reminder.mdx'
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**Wan-Move** is a motion-controllable video generation framework developed by Alibaba's Tongyi Lab, presented at NeurIPS 2025. It brings SOTA fine-grained, point-level motion control to Wan I2V models.
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**Wan-Move** is a motion-controllable video generation framework developed by Alibaba's Tongyi Lab. It enables users to control object motion in generated videos by specifying point trajectories on the input image, making image-to-video generation more precise and controllable.
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**Key Features**:
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- **High-Quality 5s 480p Motion Control**: Generates 5-second, 480p videos with SOTA motion controllability
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- **High-Quality 5s 480p Motion Control**: Generates 5-second, 480p videos with fine-grained motion controllability
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- **Latent Trajectory Guidance**: Represents motion conditions by propagating first frame features along trajectories
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- **Fine-grained Point-level Control**: Object motions are represented with dense point trajectories, enabling precise region-level control
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- **No Architecture Changes**: Seamlessly integrates into Wan-I2V-14B without extra motion modules

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