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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. Key Features:
  • High-Quality 5s 480p Motion Control: Generates 5-second, 480p videos with fine-grained motion controllability
  • Latent Trajectory Guidance: Represents motion conditions by propagating first frame features along trajectories
  • Fine-grained Point-level Control: Object motions are represented with dense point trajectories, enabling precise region-level control
  • No Architecture Changes: Seamlessly integrates into Wan-I2V-14B without extra motion modules
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Wan-Move image-to-video workflow

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text_encoders clip_vision loras diffusion_models vae Model Storage Location 
📂 ComfyUI/
├── 📂 models/
│   ├── 📂 text_encoders/
│   │      └── umt5_xxl_fp8_e4m3fn_scaled.safetensors
│   ├── 📂 clip_vision/
│   │      └── clip_vision_h.safetensors
│   ├── 📂 loras/
│   │      └── lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors
│   ├── 📂 diffusion_models/
│   │      └── Wan21-WanMove_fp8_scaled_e4m3fn_KJ.safetensors
│   └── 📂 vae/
│          └── wan_2.1_vae.safetensors