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优化AIGC文档
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‎docs/Wan2.2/S2V-14B/doc/index-en.md‎

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<div style="background: #f8fafc; border: 1px solid #e2e8f0; border-radius: 8px; padding: 20px; margin: 16px 0;">
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you can find the workflow by comfyui template repository.
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![img_1.png](img_1.png)
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Download the following workflow file and drag it into ComfyUI to load the workflow.
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‎docs/Wan2.2/S2V-14B/doc/index.md‎

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<div style="background: #f8fafc; border: 1px solid #e2e8f0; border-radius: 8px; padding: 20px; margin: 16px 0;">
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直接从Comfyui模版打开
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![img.png](img.png)
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或下载以下工作流文件并拖入 ComfyUI 中加载工作流。
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‎docs/Wan2.2/fun-control-14B/doc/index-en.md‎

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<div style="background: #f8fafc; border: 1px solid #e2e8f0; border-radius: 8px; padding: 20px; margin: 16px 0;">
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you can find the workflow file in the following figure
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![img_1.png](img_1.png)
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Download the following video or JSON file and drag it into ComfyUI to load the corresponding workflow.

‎docs/Wan2.2/fun-control-14B/doc/index.md‎

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## 🚀 Wan2.2 Fun Control 工作流示例
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### ⚠️ 环境要求
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<div style="background: #fef3c7; border-left: 4px solid #d97706; padding: 16px; margin: 16px 0; border-radius: 4px;">
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<strong>📋 使用前请确认</strong><br>
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• 确保 ComfyUI 已更新到最新版本<br>
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• 推荐使用最新开发版（nightly）获得完整功能<br>
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• 本指南的工作流可在 ComfyUI 的工作流模板中找到<br>
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• 如果加载工作流时有节点缺失，请检查 ComfyUI 版本或节点导入状态
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</div>
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<div style="display: grid; grid-template-columns: 1fr 1fr; gap: 16px; margin: 16px 0;">
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<div style="background: #dcfce7; border-left: 4px solid #059669; padding: 16px; border-radius: 4px;">
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<h4 style="color: #059669; margin: 0 0 8px 0;">📥 下载链接</h4>
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<ul style="margin: 0; padding-left: 20px; color: #065f46;">
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<li><a href="https://www.comfy.org/download" target="_blank" style="color: #059669;">ComfyUI 下载</a></li>
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<li><a href="/zh-CN/installation/update_comfyui" target="_blank" style="color: #059669;">ComfyUI 更新教程</a></li>
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<li><a href="/zh-CN/interface/features/template" target="_blank" style="color: #059669;">工作流模板</a></li>
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</ul>
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</div>
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<div style="background: #fef2f2; border-left: 4px solid #dc2626; padding: 16px; border-radius: 4px;">
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<h4 style="color: #dc2626; margin: 0 0 8px 0;">🔧 常见问题</h4>
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<ul style="margin: 0; padding-left: 20px; color: #991b1b;">
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<li>节点缺失：版本过旧或导入失败</li>
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<li>功能不全：使用稳定版而非开发版</li>
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<li>加载失败：启动时节点导入异常</li>
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</ul>
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</div>
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</div>
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### 🔧 工作流版本说明
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<div style="background: #f8fafc; border: 1px solid #e2e8f0; border-radius: 8px; padding: 20px; margin: 16px 0;">
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提供两个版本的工作流供选择：
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<div style="display: grid; grid-template-columns: 1fr 1fr; gap: 16px; margin: 16px 0;">
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<div style="background: #eff6ff; border-left: 4px solid #2563eb; padding: 16px; border-radius: 4px;">
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<h4 style="color: #2563eb; margin: 0 0 8px 0;">⚡ Lightning 加速版</h4>
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<p style="margin: 0 0 8px 0; color: #1e40af; font-size: 14px;">使用 <a href="https://huggingface.co/lightx2v/Wan2.2-Lightning" target="_blank" style="color: #2563eb;">Wan2.2-Lightning</a> 4步 LoRA</p>
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<div style="background: #dcfce7; color: #059669; padding: 4px 12px; border-radius: 12px; font-size: 12px; display: inline-block; margin-right: 8px;">✅ 速度更快</div>
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<div style="background: #fed7aa; color: #ea580c; padding: 4px 12px; border-radius: 12px; font-size: 12px; display: inline-block;">⚠️ 动态损失</div>
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</div>
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<div style="background: #f0fdf4; border-left: 4px solid #059669; padding: 16px; border-radius: 4px;">
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<h4 style="color: #059669; margin: 0 0 8px 0;">🎯 标准质量版</h4>
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<p style="margin: 0 0 8px 0; color: #065f46; font-size: 14px;">使用 fp8_scaled 版本，无加速 LoRA</p>
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<div style="background: #dcfce7; color: #059669; padding: 4px 12px; border-radius: 12px; font-size: 12px; display: inline-block; margin-right: 8px;">✅ 质量更高</div>
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<div style="background: #fed7aa; color: #ea580c; padding: 4px 12px; border-radius: 12px; font-size: 12px; display: inline-block;">⏱️ 耗时更长</div>
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</div>
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</div>
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#### 📊 性能对比测试
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<div style="background: #f0fdf4; border-left: 4px solid #059669; padding: 16px; margin: 16px 0; border-radius: 4px;">
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<strong>🧪 测试环境</strong>：RTX 4090D 24GB 显存，640×640 分辨率，81 帧长度
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</div>
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<div style="overflow-x: auto; margin: 16px 0;">
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<table style="width: 100%; border-collapse: collapse; background: white; border-radius: 6px; overflow: hidden; box-shadow: 0 1px 3px rgba(0,0,0,0.1);">
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<thead style="background: #f8fafc;">
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<tr>
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<th style="padding: 12px; text-align: left; border-bottom: 1px solid #e2e8f0; color: #1e40af; font-weight: 600;">模型类型</th>
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<th style="padding: 12px; text-align: left; border-bottom: 1px solid #e2e8f0; color: #1e40af; font-weight: 600;">分辨率</th>
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<th style="padding: 12px; text-align: left; border-bottom: 1px solid #e2e8f0; color: #1e40af; font-weight: 600;">显存占用</th>
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<th style="padding: 12px; text-align: left; border-bottom: 1px solid #e2e8f0; color: #1e40af; font-weight: 600;">首次生成</th>
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<th style="padding: 12px; text-align: left; border-bottom: 1px solid #e2e8f0; color: #1e40af; font-weight: 600;">第二次生成</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td style="padding: 12px; border-bottom: 1px solid #f1f5f9; font-weight: 500;">fp8_scaled</td>
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<td style="padding: 12px; border-bottom: 1px solid #f1f5f9;">640×640</td>
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<td style="padding: 12px; border-bottom: 1px solid #f1f5f9;">83%</td>
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<td style="padding: 12px; border-bottom: 1px solid #f1f5f9;">≈ 524秒</td>
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<td style="padding: 12px; border-bottom: 1px solid #f1f5f9;">≈ 520秒</td>
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</tr>
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<tr>
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<td style="padding: 12px; font-weight: 500;">fp8_scaled + 4步LoRA</td>
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<td style="padding: 12px;">640×640</td>
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<td style="padding: 12px;">89%</td>
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<td style="padding: 12px;"><span style="background: #dcfce7; color: #059669; padding: 2px 8px; border-radius: 4px; font-size: 12px;">≈ 138秒</span></td>
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<td style="padding: 12px;"><span style="background: #dcfce7; color: #059669; padding: 2px 8px; border-radius: 4px; font-size: 12px;">≈ 79秒</span></td>
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</tr>
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</tbody>
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</table>
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</div>
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<div style="background: #eff6ff; border-left: 4px solid #2563eb; padding: 16px; margin: 16px 0; border-radius: 4px;">
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<strong>💡 版本切换说明</strong><br>
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由于 4 步 LoRA 对初次使用工作流的用户体验较好，默认启用加速版本。如需切换到标准版本，框选对应工作流后使用 <strong>Ctrl+B</strong> 即可启用。
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</div>
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</div>
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### 📥 步骤一：工作流及素材下载
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<div style="background: #f8fafc; border: 1px solid #e2e8f0; border-radius: 8px; padding: 20px; margin: 16px 0;">
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可直接通过Comfyui模版仓库打开
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下载以下视频或 JSON 文件并拖入 ComfyUI 中以加载对应的工作流。
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![img.png](img.png)
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或下载以下视频或 JSON 文件并拖入 ComfyUI 中以加载对应的工作流。
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<div style="text-align: center; margin: 20px 0;">
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<video controls style="width: 100%; max-width: 800px; border-radius: 8px; box-shadow: 0 4px 8px rgba(0,0,0,0.1);" src="https://raw.githubusercontent.com/Comfy-Org/example_workflows/refs/heads/main/video/wan/wan2.2_fun_control/wan2.2_14B_fun_inp.mp4"></video>

‎docs/Wan2.2/fun-inpaint-14B/doc/index-en.md‎

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Due to the significant speed improvement of the accelerated LoRA version and its friendliness to low-VRAM users, the accelerated version is enabled by default. To switch to the standard version, select the corresponding workflow and use <strong>Ctrl+B</strong> to enable it.
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</div>
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</div>
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### 📥 Step 1: Download Workflow Files
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‎docs/Wan2.2/fun-inpaint-14B/doc/index.md‎

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<div style="background: #f8fafc; border: 1px solid #e2e8f0; border-radius: 8px; padding: 20px; margin: 16px 0;">
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你可以直接从Comfyui的模版打开
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![img_1.png](img_1.png)
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<div style="text-align: center; margin: 20px 0;">
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<video controls style="width: 100%; max-width: 800px; border-radius: 8px; box-shadow: 0 4px 8px rgba(0,0,0,0.1);" src="https://raw.githubusercontent.com/Comfy-Org/example_workflows/refs/heads/main/video/wan/wan2.2_fun_inp/wan2.2_14B_fun_inp.mp4"></video>

‎docs/Wan2.2/fun-inpaint-5B/doc/index.md‎

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<div style="background: #f8fafc; border: 1px solid #e2e8f0; border-radius: 8px; padding: 20px; margin: 16px 0;">
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或者你可以直接通过Comfyui自带的模版仓库打开：
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![img_1.png](img_1.png)
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<div style="text-align: center; margin: 20px 0;">
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<video controls style="width: 100%; max-width: 800px; border-radius: 8px; box-shadow: 0 4px 8px rgba(0,0,0,0.1);" src="https://raw.githubusercontent.com/Comfy-Org/example_workflows/refs/heads/main/video/wan/wan2.2_fun_inp/wan2.2_14B_fun_inp.mp4"></video>

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