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Add Qwen-Image-Edit-2511 Tutorial Documentation (#668)
* Update tutorials/image/qwen/qwen-image-edit-2511.mdx Co-Authored-By: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com> * Update zh-CN/tutorials/image/qwen/qwen-image-edit-2511.mdx Co-Authored-By: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com> * Update docs.json Co-Authored-By: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com> * Update docs.json Co-Authored-By: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com> * Update tutorials/image/qwen/qwen-image-edit-2511.mdx Co-Authored-By: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com> * Update zh-CN/tutorials/image/qwen/qwen-image-edit-2511.mdx Co-Authored-By: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com> --------- Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
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docs.json

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"pages": [
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"tutorials/image/qwen/qwen-image",
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"tutorials/image/qwen/qwen-image-edit",
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"tutorials/image/qwen/qwen-image-edit-2511",
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"tutorials/image/qwen/qwen-image-layered"
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]
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},
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"pages": [
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"zh-CN/tutorials/image/qwen/qwen-image",
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"zh-CN/tutorials/image/qwen/qwen-image-edit",
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"zh-CN/tutorials/image/qwen/qwen-image-edit-2511",
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"zh-CN/tutorials/image/qwen/qwen-image-layered"
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]
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},
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---
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title: "Qwen-Image-Edit-2511 ComfyUI Native Workflow Example"
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description: "Qwen-Image-Edit-2511 is an enhanced version of Qwen-Image-Edit, featuring improved character consistency, multi-person editing, integrated LoRA capabilities, and enhanced geometric reasoning."
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sidebarTitle: "Qwen-Image-Edit-2511"
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---
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import UpdateReminder from '/snippets/tutorials/update-reminder.mdx'
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**Qwen-Image-Edit-2511** is an enhanced version of Qwen-Image-Edit-2509, featuring multiple improvements including notably better consistency. This model extends Qwen-Image's unique text rendering capabilities to editing tasks, enabling precise text editing with dual semantic and appearance editing capabilities.
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**Key Enhancements in Qwen-Image-Edit-2511**:
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- **Mitigate Image Drift**: Improved stability during editing operations
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- **Improved Character Consistency**: Better preservation of identity and visual characteristics during imaginative edits
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- **Multi-Person Consistency**: High-fidelity fusion of multiple person images into coherent group shots
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- **Integrated LoRA Capabilities**: Popular community LoRAs built directly into the base model
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- **Enhanced Industrial Design Generation**: Better support for batch industrial product design and material replacement
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- **Strengthened Geometric Reasoning**: Direct generation of auxiliary construction lines for design or annotation
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**Official Links**:
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- [GitHub Repository](https://github.com/QwenLM/Qwen-Image)
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- [Hugging Face](https://huggingface.co/Qwen/Qwen-Image-Edit-2511)
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- [ModelScope](https://modelscope.cn/models/Qwen/Qwen-Image-Edit-2511)
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- [Tech Report](https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/Qwen_Image.pdf)
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- [Blog](https://qwenlm.github.io/blog/qwen-image-edit-2511/)
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## Qwen-Image-Edit-2511 ComfyUI Native Workflow Example
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<UpdateReminder />
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### 1. Workflow file
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After updating ComfyUI, you can find the workflow file from the templates, or drag the workflow below into ComfyUI to load it.
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<a className="prose" target='_blank' href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/image_qwen_image_edit_2511.json" style={{ display: 'inline-block', backgroundColor: '#0078D6', color: '#ffffff', padding: '10px 20px', borderRadius: '8px', borderColor: "transparent", textDecoration: 'none', fontWeight: 'bold'}}>
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<p className="prose" style={{ margin: 0, fontSize: "0.8rem" }}>Download JSON Workflow</p>
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</a>
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### 2. Model download
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**Text Encoders**
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- [qwen_2.5_vl_7b_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/HunyuanVideo_1.5_repackaged/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors)
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**LoRA (Optional - for 4-step Lightning acceleration)**
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- [Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors](https://huggingface.co/lightx2v/Qwen-Image-Edit-2511-Lightning/resolve/main/Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors)
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**Diffusion Models**
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- [qwen_image_edit_2511_bf16.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_2511_bf16.safetensors)
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**VAE**
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- [qwen_image_vae.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors)
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**Model Storage Location**
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```
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📂 ComfyUI/
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├── 📂 models/
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│ ├── 📂 text_encoders/
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│ │ └── qwen_2.5_vl_7b_fp8_scaled.safetensors
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│ ├── 📂 loras/
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│ │ └── Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors
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│ ├── 📂 diffusion_models/
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│ │ └── qwen_image_edit_2511_bf16.safetensors
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│ └── 📂 vae/
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│ └── qwen_image_vae.safetensors
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```
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---
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title: "Qwen-Image-Edit-2511 ComfyUI 原生工作流示例"
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description: "Qwen-Image-Edit-2511 是 Qwen-Image-Edit 的增强版本,具有改进的角色一致性、多人编辑、集成 LoRA 功能和增强的几何推理能力。"
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sidebarTitle: "Qwen-Image-Edit-2511"
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---
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import UpdateReminder from '/snippets/zh/tutorials/update-reminder.mdx'
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**Qwen-Image-Edit-2511** 是 Qwen-Image-Edit-2509 的增强版本,具有多项改进,包括显著提升的一致性。该模型将 Qwen-Image 独特的文本渲染能力扩展到编辑任务,实现精准的文字编辑,同时具备语义/外观双重编辑能力。
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**Qwen-Image-Edit-2511 的主要增强**
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- **减少图像漂移**:编辑操作期间稳定性提升
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- **改进角色一致性**:在创意编辑过程中更好地保留身份和视觉特征
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- **多人一致性**:将多张人物图像高保真融合为连贯的合照
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- **集成 LoRA 功能**:热门社区 LoRA 直接内置于基础模型中
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- **增强工业设计生成**:更好地支持批量工业产品设计和材质替换
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- **强化几何推理**:直接生成用于设计或标注的辅助构造线
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**官方链接**
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- [GitHub 仓库](https://github.com/QwenLM/Qwen-Image)
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- [Hugging Face](https://huggingface.co/Qwen/Qwen-Image-Edit-2511)
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- [ModelScope](https://modelscope.cn/models/Qwen/Qwen-Image-Edit-2511)
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- [技术报告](https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/Qwen_Image.pdf)
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- [博客](https://qwenlm.github.io/blog/qwen-image-edit-2511/)
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## Qwen-Image-Edit-2511 ComfyUI 原生工作流示例
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<UpdateReminder />
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### 1. 工作流文件
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更新 ComfyUI 后你可以从模板中找到工作流文件,或者将下面的工作流拖入 ComfyUI 中加载。
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<a className="prose" target='_blank' href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/image_qwen_image_edit_2511.json" style={{ display: 'inline-block', backgroundColor: '#0078D6', color: '#ffffff', padding: '10px 20px', borderRadius: '8px', borderColor: "transparent", textDecoration: 'none', fontWeight: 'bold'}}>
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<p className="prose" style={{ margin: 0, fontSize: "0.8rem" }}>下载 JSON 格式工作流</p>
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</a>
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### 2. 模型下载
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**Text Encoders(文本编码器)**
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- [qwen_2.5_vl_7b_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/HunyuanVideo_1.5_repackaged/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors)
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**LoRA(可选 - 用于 4 步 Lightning 加速)**
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- [Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors](https://huggingface.co/lightx2v/Qwen-Image-Edit-2511-Lightning/resolve/main/Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors)
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**Diffusion Models(扩散模型)**
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- [qwen_image_edit_2511_bf16.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_2511_bf16.safetensors)
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**VAE**
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- [qwen_image_vae.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors)
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**模型存储位置**
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```
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📂 ComfyUI/
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├── 📂 models/
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│ ├── 📂 text_encoders/
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│ │ └── qwen_2.5_vl_7b_fp8_scaled.safetensors
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│ ├── 📂 loras/
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│ │ └── Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors
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│ ├── 📂 diffusion_models/
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│ │ └── qwen_image_edit_2511_bf16.safetensors
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│ └── 📂 vae/
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│ └── qwen_image_vae.safetensors
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```
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