Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 2 additions & 0 deletions docs.json
Original file line number Diff line number Diff line change
Expand Up @@ -156,6 +156,7 @@
"group": "Qwen",
"pages": [
"tutorials/image/qwen/qwen-image",
"tutorials/image/qwen/qwen-image-2512",
"tutorials/image/qwen/qwen-image-edit",
"tutorials/image/qwen/qwen-image-edit-2511",
"tutorials/image/qwen/qwen-image-layered"
Expand Down Expand Up @@ -825,6 +826,7 @@
"group": "Qwen",
"pages": [
"zh-CN/tutorials/image/qwen/qwen-image",
"zh-CN/tutorials/image/qwen/qwen-image-2512",
"zh-CN/tutorials/image/qwen/qwen-image-edit",
"zh-CN/tutorials/image/qwen/qwen-image-edit-2511",
"zh-CN/tutorials/image/qwen/qwen-image-layered"
Expand Down
86 changes: 86 additions & 0 deletions tutorials/image/qwen/qwen-image-2512.mdx
Original file line number Diff line number Diff line change
@@ -0,0 +1,86 @@
---
title: "Qwen-Image-2512 ComfyUI Native Workflow Example"
description: "Qwen-Image-2512 is the December update of Qwen-Image's text-to-image foundational model, featuring enhanced human realism, finer natural detail, and improved text rendering."
sidebarTitle: "Qwen-Image-2512"
---

import UpdateReminder from '/snippets/tutorials/update-reminder.mdx'

**Qwen-Image-2512** is the December update of Qwen-Image's text-to-image foundational model. Compared to the base Qwen-Image model released in August, Qwen-Image-2512 features significant improvements in image quality and realism.

**Key Enhancements in Qwen-Image-2512**:
- **Enhanced Human Realism**: Significantly reduces the "AI-generated" look and substantially enhances overall image realism, especially for human subjects
- **Finer Natural Detail**: Delivers notably more detailed rendering of landscapes, animal fur, and other natural elements
- **Improved Text Rendering**: Improves the accuracy and quality of textual elements, achieving better layout and more faithful multimodal (text + image) composition

**Official Links**:
- [GitHub Repository](https://github.com/QwenLM/Qwen-Image)
- [Hugging Face](https://huggingface.co/Qwen/Qwen-Image-2512)
- [ModelScope](https://modelscope.cn/models/Qwen/Qwen-Image-2512)
- [Tech Report](https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/Qwen_Image.pdf)
- [Blog](https://qwen.ai/blog?id=qwen-image-2512)

## Supported Aspect Ratios

| Aspect Ratio | Resolution |
| ------------ | ---------- |
| 1:1 | 1328x1328 |
| 16:9 | 1664x928 |
| 9:16 | 928x1664 |
| 4:3 | 1472x1104 |
| 3:4 | 1104x1472 |
| 3:2 | 1584x1056 |
| 2:3 | 1056x1584 |

## Qwen-Image-2512 ComfyUI Native Workflow Example

<UpdateReminder />

### 1. Workflow file

After updating ComfyUI, you can find the workflow file from the templates, or drag the workflow below into ComfyUI to load it.

The workflow includes two subgraphs:
- **Text to Image (Qwen-Image 2512)**: Standard 50-step generation
- **Text to Image (Qwen-Image 2512 4steps)**: Accelerated 4-step generation using Lightning LoRA

<a className="prose" target='_blank' href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/image_qwen_Image_2512.json" style={{ display: 'inline-block', backgroundColor: '#0078D6', color: '#ffffff', padding: '10px 20px', borderRadius: '8px', borderColor: "transparent", textDecoration: 'none', fontWeight: 'bold'}}>
<p className="prose" style={{ margin: 0, fontSize: "0.8rem" }}>Download JSON Workflow</p>
</a>

### 2. Model download

**Text Encoders**

- [qwen_2.5_vl_7b_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors)

**LoRA (Optional - for 4-step Lightning acceleration)**

- [Qwen-Image-Lightning-4steps-V1.0.safetensors](https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-4steps-V1.0.safetensors)

**Diffusion Models**

- [qwen_image_2512_fp8_e4m3fn.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_2512_fp8_e4m3fn.safetensors) (Recommended for most users)
- [qwen_image_2512_bf16.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_2512_bf16.safetensors) (If you have enough VRAM and want better quality)

**VAE**

- [qwen_image_vae.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors)

**Model Storage Location**

```
📂 ComfyUI/
├── 📂 models/
│ ├── 📂 text_encoders/
│ │ └── qwen_2.5_vl_7b_fp8_scaled.safetensors
│ ├── 📂 loras/
│ │ └── Qwen-Image-Lightning-4steps-V1.0.safetensors
│ ├── 📂 diffusion_models/
│ │ ├── qwen_image_2512_bf16.safetensors
│ │ └── qwen_image_2512_fp8_e4m3fn.safetensors
│ └── 📂 vae/
│ └── qwen_image_vae.safetensors
```


84 changes: 84 additions & 0 deletions zh-CN/tutorials/image/qwen/qwen-image-2512.mdx
Original file line number Diff line number Diff line change
@@ -0,0 +1,84 @@
---
title: "Qwen-Image-2512 ComfyUI 原生工作流示例"
description: "Qwen-Image-2512 是 Qwen-Image 文生图基础模型的 12 月更新版本,具有增强的人物真实感、更精细的自然细节和改进的文字渲染能力。"
sidebarTitle: "Qwen-Image-2512"
---

import UpdateReminder from '/snippets/tutorials/update-reminder.mdx'

**Qwen-Image-2512** 是 Qwen-Image 文生图基础模型的 12 月更新版本。与 8 月发布的基础 Qwen-Image 模型相比,Qwen-Image-2512 在图像质量和真实感方面有显著提升。

**Qwen-Image-2512 的主要增强**:
- **增强的人物真实感**:显著减少"AI生成"的感觉,大幅提升整体图像真实性,尤其是人物主体
- **更精细的自然细节**:风景、动物毛发和其他自然元素的渲染更加细腻
- **改进的文字渲染**:提高文字元素的准确性和质量,实现更好的排版和更忠实的多模态(文字+图像)组合

**官方链接**:
- [GitHub 仓库](https://github.com/QwenLM/Qwen-Image)
- [Hugging Face](https://huggingface.co/Qwen/Qwen-Image-2512)
- [ModelScope](https://modelscope.cn/models/Qwen/Qwen-Image-2512)
- [技术报告](https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen-Image/Qwen_Image.pdf)
- [博客](https://qwen.ai/blog?id=qwen-image-2512)

## 支持的宽高比

| 宽高比 | 分辨率 |
| ------ | ------ |
| 1:1 | 1328x1328 |
| 16:9 | 1664x928 |
| 9:16 | 928x1664 |
| 4:3 | 1472x1104 |
| 3:4 | 1104x1472 |
| 3:2 | 1584x1056 |
| 2:3 | 1056x1584 |

## Qwen-Image-2512 ComfyUI 原生工作流示例

<UpdateReminder />

### 1. 工作流文件

更新 ComfyUI 后,您可以在模板中找到工作流文件,或将下面的工作流拖入 ComfyUI 加载。

工作流包含两个子图:
- **Text to Image (Qwen-Image 2512)**:标准 50 步生成
- **Text to Image (Qwen-Image 2512 4steps)**:使用 Lightning LoRA 的 4 步加速生成

<a className="prose" target='_blank' href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/image_qwen_Image_2512.json" style={{ display: 'inline-block', backgroundColor: '#0078D6', color: '#ffffff', padding: '10px 20px', borderRadius: '8px', borderColor: "transparent", textDecoration: 'none', fontWeight: 'bold'}}>
<p className="prose" style={{ margin: 0, fontSize: "0.8rem" }}>下载 JSON 工作流</p>
</a>

### 2. 模型下载

**文本编码器**

- [qwen_2.5_vl_7b_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors)

**LoRA(可选 - 用于 4 步 Lightning 加速)**

- [Qwen-Image-Lightning-4steps-V1.0.safetensors](https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-4steps-V1.0.safetensors)

**扩散模型**

- [qwen_image_2512_fp8_e4m3fn.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_2512_fp8_e4m3fn.safetensors)(推荐大多数用户使用)
- [qwen_image_2512_bf16.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_2512_bf16.safetensors)(如果您有足够的显存并想要更好的质量)

**VAE**

- [qwen_image_vae.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors)

**模型存储位置**

```
📂 ComfyUI/
├── 📂 models/
│ ├── 📂 text_encoders/
│ │ └── qwen_2.5_vl_7b_fp8_scaled.safetensors
│ ├── 📂 loras/
│ │ └── Qwen-Image-Lightning-4steps-V1.0.safetensors
│ ├── 📂 diffusion_models/
│ │ ├── qwen_image_2512_bf16.safetensors
│ │ └── qwen_image_2512_fp8_e4m3fn.safetensors
│ └── 📂 vae/
│ └── qwen_image_vae.safetensors
```