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| 1 | +--- |
| 2 | +title: "ComfyUI Wan-Move 工作流示例" |
| 3 | +description: "Wan-Move 是一个通过潜在轨迹引导实现运动可控视频生成的模型,支持图像到视频生成的精细点级运动控制。" |
| 4 | +sidebarTitle: "Wan-Move" |
| 5 | +--- |
| 6 | + |
| 7 | +import UpdateReminder from '/snippets/tutorials/update-reminder.mdx' |
| 8 | + |
| 9 | +**Wan-Move** 是阿里巴巴通义实验室开发的运动可控视频生成框架,发表于 NeurIPS 2025。它为 Wan I2V 模型带来了 SOTA 级别的精细点级运动控制能力。 |
| 10 | + |
| 11 | +**核心特性**: |
| 12 | +- **高质量 5 秒 480p 运动控制**:生成 5 秒、480p 分辨率的视频,具有 SOTA 级别的运动可控性 |
| 13 | +- **潜在轨迹引导**:通过沿轨迹传播首帧特征来表示运动条件 |
| 14 | +- **精细点级控制**:使用密集点轨迹表示物体运动,实现精确的区域级控制 |
| 15 | +- **无需架构更改**:无缝集成到 Wan-I2V-14B,无需额外的运动模块 |
| 16 | + |
| 17 | +**相关链接**: |
| 18 | +- [GitHub](https://github.com/ali-vilab/Wan-Move) |
| 19 | +- [Hugging Face](https://huggingface.co/Ruihang/Wan-Move-14B-480P) |
| 20 | +- [论文](https://arxiv.org/abs/2512.08765) |
| 21 | + |
| 22 | +## Wan-Move 图生视频工作流 |
| 23 | + |
| 24 | +<a className="prose" target='_blank' href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/video_wanmove_480p.json" style={{ display: 'inline-block', backgroundColor: '#0078D6', color: '#ffffff', padding: '10px 20px', borderRadius: '8px', borderColor: "transparent", textDecoration: 'none', fontWeight: 'bold', marginRight: '10px'}}> |
| 25 | + <p className="prose" style={{ margin: 0, fontSize: "0.8rem" }}>下载 JSON 工作流文件</p> |
| 26 | +</a> |
| 27 | + |
| 28 | +<a className="prose" target='_blank' href="https://cloud.comfy.org/?template=video_wanmove_480p&utm_source=docs" style={{ display: 'inline-block', backgroundColor: '#28a745', color: '#ffffff', padding: '10px 20px', borderRadius: '8px', borderColor: "transparent", textDecoration: 'none', fontWeight: 'bold'}}> |
| 29 | + <p className="prose" style={{ margin: 0, fontSize: "0.8rem" }}>在 ComfyUI Cloud 上运行</p> |
| 30 | +</a> |
| 31 | + |
| 32 | +<UpdateReminder /> |
| 33 | + |
| 34 | +## 模型下载链接 |
| 35 | + |
| 36 | +**text_encoders** |
| 37 | + |
| 38 | +- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors) |
| 39 | + |
| 40 | +**clip_vision** |
| 41 | + |
| 42 | +- [clip_vision_h.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/clip_vision/clip_vision_h.safetensors) |
| 43 | + |
| 44 | +**loras** |
| 45 | + |
| 46 | +- [lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Lightx2v/lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors) |
| 47 | + |
| 48 | +**diffusion_models** |
| 49 | + |
| 50 | +- [Wan21-WanMove_fp8_scaled_e4m3fn_KJ.safetensors](https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/resolve/main/WanMove/Wan21-WanMove_fp8_scaled_e4m3fn_KJ.safetensors) |
| 51 | + |
| 52 | +**vae** |
| 53 | + |
| 54 | +- [wan_2.1_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors) |
| 55 | + |
| 56 | +**模型存放位置** |
| 57 | + |
| 58 | +``` |
| 59 | +📂 ComfyUI/ |
| 60 | +├── 📂 models/ |
| 61 | +│ ├── 📂 text_encoders/ |
| 62 | +│ │ └── umt5_xxl_fp8_e4m3fn_scaled.safetensors |
| 63 | +│ ├── 📂 clip_vision/ |
| 64 | +│ │ └── clip_vision_h.safetensors |
| 65 | +│ ├── 📂 loras/ |
| 66 | +│ │ └── lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors |
| 67 | +│ ├── 📂 diffusion_models/ |
| 68 | +│ │ └── Wan21-WanMove_fp8_scaled_e4m3fn_KJ.safetensors |
| 69 | +│ └── 📂 vae/ |
| 70 | +│ └── wan_2.1_vae.safetensors |
| 71 | +``` |
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