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10 changes: 8 additions & 2 deletions docs.json
Original file line number Diff line number Diff line change
Expand Up @@ -164,7 +164,10 @@
},
{
"group": "Z-Image",
"pages": ["tutorials/image/z-image/z-image-turbo"]
"pages": [
"tutorials/image/z-image/z-image",
"tutorials/image/z-image/z-image-turbo"
]
},
{
"group": "HiDream",
Expand Down Expand Up @@ -868,7 +871,10 @@
},
{
"group": "Z-Image",
"pages": ["zh-CN/tutorials/image/z-image/z-image-turbo"]
"pages": [
"zh-CN/tutorials/image/z-image/z-image",
"zh-CN/tutorials/image/z-image/z-image-turbo"
]
},
{
"group": "Ovis",
Expand Down
63 changes: 34 additions & 29 deletions tutorials/image/z-image/z-image-turbo.mdx
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
---
title: "Z-Image ComfyUI Workflow Example"
description: "Z-Image is a 6B parameter efficient image generation foundation model with single-stream diffusion transformer, offering sub-second inference latency."
sidebarTitle: "Z-Image"
title: "Z-Image-Turbo ComfyUI Workflow Example"
description: "Z-Image-Turbo is a distilled 6B parameter efficient image generation model with sub-second inference latency."
sidebarTitle: "Z-Image-Turbo"
---

import UpdateReminder from '/snippets/tutorials/update-reminder.mdx'
Expand All @@ -27,31 +27,32 @@ import UpdateReminder from '/snippets/tutorials/update-reminder.mdx'

## Z-Image-Turbo text-to-image workflow

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

<a className="prose" target='_blank' href="https://cloud.comfy.org/?template=image_z_image_turbo&utm_source=docs" style={{ display: 'inline-block', backgroundColor: '#28a745', color: '#ffffff', padding: '10px 20px', borderRadius: '8px', borderColor: "transparent", textDecoration: 'none', fontWeight: 'bold'}}>
<p className="prose" style={{ margin: 0, fontSize: "0.8rem" }}>Run on ComfyUI Cloud</p>
</a>
<CardGroup cols={2}>
<Card title="Download Workflow" icon="download" href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/image_z_image_turbo.json">
Download the Z-Image-Turbo text-to-image workflow JSON file.
</Card>
<Card title="Run on ComfyUI Cloud" icon="cloud" href="https://cloud.comfy.org/?template=image_z_image_turbo&utm_source=docs&utm_medium=inhouse_social&utm_campaign=z_image_launch">
Run this workflow directly on ComfyUI Cloud.
</Card>
</CardGroup>

<UpdateReminder />

## Model links

**text_encoders**

- [qwen_3_4b.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors)

**diffusion_models**
### Z-Image-Turbo model downloads

- [z_image_turbo_bf16.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/diffusion_models/z_image_turbo_bf16.safetensors)
<CardGroup cols={2}>
<Card title="qwen_3_4b.safetensors" icon="download" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors">
Text encoder for Z-Image-Turbo.
</Card>
<Card title="z_image_turbo_bf16.safetensors" icon="download" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/diffusion_models/z_image_turbo_bf16.safetensors">
Diffusion model for Z-Image-Turbo.
</Card>
<Card title="ae.safetensors" icon="download" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/vae/ae.safetensors">
VAE for Z-Image-Turbo.
</Card>
</CardGroup>

**vae**

- [ae.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/vae/ae.safetensors)

**Model Storage Location**
**Z-Image-Turbo Model Storage Location**

```
📂 ComfyUI/
Expand All @@ -68,15 +69,19 @@ import UpdateReminder from '/snippets/tutorials/update-reminder.mdx'

This workflow uses the Z-Image-Turbo Fun Union ControlNet model to generate images with ControlNet guidance. It applies Canny edge detection to a reference image and uses the ControlNet to guide the generation process.

<a className="prose" target='_blank' href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/image_z_image_turbo_fun_union_controlnet.json" style={{ display: 'inline-block', backgroundColor: '#0078D6', color: '#ffffff', padding: '10px 20px', borderRadius: '8px', borderColor: "transparent", textDecoration: 'none', fontWeight: 'bold', marginRight: '10px'}}>
<p className="prose" style={{ margin: 0, fontSize: "0.8rem" }}>Download JSON Workflow File</p>
</a>
<CardGroup cols={1}>
<Card title="Download Workflow" icon="download" href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/image_z_image_turbo_fun_union_controlnet.json">
Download the Z-Image-Turbo Fun Union ControlNet workflow JSON file.
</Card>
</CardGroup>

### Additional model for ControlNet

**model_patches**

- [Z-Image-Turbo-Fun-Controlnet-Union.safetensors](https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union/resolve/main/Z-Image-Turbo-Fun-Controlnet-Union.safetensors)
<CardGroup cols={1}>
<Card title="Z-Image-Turbo-Fun-Controlnet-Union.safetensors" icon="download" href="https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union/resolve/main/Z-Image-Turbo-Fun-Controlnet-Union.safetensors">
ControlNet model patch for Z-Image-Turbo.
</Card>
</CardGroup>

**Model Storage Location**

Expand Down
62 changes: 62 additions & 0 deletions tutorials/image/z-image/z-image.mdx
Original file line number Diff line number Diff line change
@@ -0,0 +1,62 @@
---
title: "Z-Image ComfyUI Workflow Example"
description: "Z-Image is a 6B parameter efficient image generation foundation model with single-stream diffusion transformer for community-driven fine-tuning and custom development."
sidebarTitle: "Z-Image"
---

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

**Z-Image (造相)** is a powerful and highly efficient image generation model with **6B** parameters, developed by Alibaba's Tongyi Lab. It uses a **Scalable Single-Stream DiT** (S3-DiT) architecture where text, visual semantic tokens, and image VAE tokens are concatenated at the sequence level to serve as a unified input stream, maximizing parameter efficiency.

Z-Image (Base) is the non-distilled foundation model designed for community-driven fine-tuning and custom development.

**Model Highlights**:
- **Photorealistic Quality**: Delivers strong photorealistic image generation while maintaining excellent aesthetic quality
- **Accurate Bilingual Text Rendering**: Excels at accurately rendering complex Chinese and English text
- **Prompt Enhancing & Reasoning**: Prompt Enhancer empowers the model with reasoning capabilities
- **Fine-tuning Ready**: Ideal base model for custom training and adaptation

**Related Links**:
- [GitHub](https://github.com/Tongyi-MAI/Z-Image)
- [Hugging Face](https://huggingface.co/Tongyi-MAI/Z-Image)
- [ModelScope](https://modelscope.cn/models/Tongyi-MAI/Z-Image)

## Z-Image text-to-image workflow

<CardGroup cols={2}>
<Card title="Download Workflow" icon="download" href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/image_z_image.json">
Download the Z-Image text-to-image workflow JSON file.
</Card>
<Card title="Run on ComfyUI Cloud" icon="cloud" href="https://cloud.comfy.org/?template=image_z_image&utm_source=docs&utm_medium=inhouse_social&utm_campaign=z_image_launch">
Run this workflow directly on ComfyUI Cloud.
</Card>
</CardGroup>

<UpdateReminder />

## Z-Image model downloads

<CardGroup cols={2}>
<Card title="qwen_3_4b.safetensors" icon="download" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors">
Text encoder for Z-Image.
</Card>
<Card title="z_image_bf16.safetensors" icon="download" href="https://huggingface.co/Comfy-Org/z_image/resolve/main/split_files/diffusion_models/z_image_bf16.safetensors">
Diffusion model for Z-Image.
</Card>
<Card title="ae.safetensors" icon="download" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/vae/ae.safetensors">
VAE for Z-Image.
</Card>
</CardGroup>

**Model Storage Location**

```
📂 ComfyUI/
├── 📂 models/
│ ├── 📂 text_encoders/
│ │ └── qwen_3_4b.safetensors
│ ├── 📂 diffusion_models/
│ │ └── z_image_bf16.safetensors
│ └── 📂 vae/
│ └── ae.safetensors
```
63 changes: 34 additions & 29 deletions zh-CN/tutorials/image/z-image/z-image-turbo.mdx
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
---
title: "Z-Image ComfyUI 工作流示例"
description: "Z-Image 是一个拥有 6B 参数的高效图像生成基础模型,采用单流扩散变换器架构,可实现亚秒级推理延迟。"
sidebarTitle: "Z-Image"
title: "Z-Image-Turbo ComfyUI 工作流示例"
description: "Z-Image-Turbo 是一个蒸馏版 6B 参数高效图像生成模型,可实现亚秒级推理延迟。"
sidebarTitle: "Z-Image-Turbo"
---

import UpdateReminder from '/snippets/zh/tutorials/update-reminder.mdx'
Expand All @@ -27,31 +27,32 @@ import UpdateReminder from '/snippets/zh/tutorials/update-reminder.mdx'

## Z-Image-Turbo 文生图工作流

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

<a className="prose" target='_blank' href="https://cloud.comfy.org/?template=image_z_image_turbo&utm_source=docs" style={{ display: 'inline-block', backgroundColor: '#28a745', color: '#ffffff', padding: '10px 20px', borderRadius: '8px', borderColor: "transparent", textDecoration: 'none', fontWeight: 'bold'}}>
<p className="prose" style={{ margin: 0, fontSize: "0.8rem" }}>在 ComfyUI Cloud 上运行</p>
</a>
<CardGroup cols={2}>
<Card title="下载工作流" icon="download" href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/image_z_image_turbo.json">
下载 Z-Image-Turbo 文生图工作流 JSON 文件。
</Card>
<Card title="在 ComfyUI Cloud 上运行" icon="cloud" href="https://cloud.comfy.org/?template=image_z_image_turbo&utm_source=docs&utm_medium=inhouse_social&utm_campaign=z_image_launch">
在 ComfyUI Cloud 上直接运行此工作流。
</Card>
</CardGroup>

<UpdateReminder />

## 模型链接

**text_encoders(文本编码器)**

- [qwen_3_4b.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors)

**diffusion_models(扩散模型)**
### Z-Image-Turbo 模型下载

- [z_image_turbo_bf16.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/diffusion_models/z_image_turbo_bf16.safetensors)
<CardGroup cols={2}>
<Card title="qwen_3_4b.safetensors" icon="download" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors">
Z-Image-Turbo 文本编码器。
</Card>
<Card title="z_image_turbo_bf16.safetensors" icon="download" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/diffusion_models/z_image_turbo_bf16.safetensors">
Z-Image-Turbo 扩散模型。
</Card>
<Card title="ae.safetensors" icon="download" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/vae/ae.safetensors">
Z-Image-Turbo VAE。
</Card>
</CardGroup>

**vae**

- [ae.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/vae/ae.safetensors)

**模型存储位置**
**Z-Image-Turbo 模型存储位置**

```
📂 ComfyUI/
Expand All @@ -68,15 +69,19 @@ import UpdateReminder from '/snippets/zh/tutorials/update-reminder.mdx'

此工作流使用 Z-Image-Turbo Fun Union ControlNet 模型生成带有 ControlNet 引导的图像。它对参考图像应用 Canny 边缘检测,并使用 ControlNet 来引导生成过程。

<a className="prose" target='_blank' href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/image_z_image_turbo_fun_union_controlnet.json" style={{ display: 'inline-block', backgroundColor: '#0078D6', color: '#ffffff', padding: '10px 20px', borderRadius: '8px', borderColor: "transparent", textDecoration: 'none', fontWeight: 'bold', marginRight: '10px'}}>
<p className="prose" style={{ margin: 0, fontSize: "0.8rem" }}>下载 JSON 工作流文件</p>
</a>
<CardGroup cols={1}>
<Card title="下载工作流" icon="download" href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/image_z_image_turbo_fun_union_controlnet.json">
下载 Z-Image-Turbo Fun Union ControlNet 工作流 JSON 文件。
</Card>
</CardGroup>

### ControlNet 所需的额外模型

**model_patches(模型补丁)**

- [Z-Image-Turbo-Fun-Controlnet-Union.safetensors](https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union/resolve/main/Z-Image-Turbo-Fun-Controlnet-Union.safetensors)
<CardGroup cols={1}>
<Card title="Z-Image-Turbo-Fun-Controlnet-Union.safetensors" icon="download" href="https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union/resolve/main/Z-Image-Turbo-Fun-Controlnet-Union.safetensors">
Z-Image-Turbo ControlNet 模型补丁。
</Card>
</CardGroup>

**模型存储位置**

Expand Down
62 changes: 62 additions & 0 deletions zh-CN/tutorials/image/z-image/z-image.mdx
Original file line number Diff line number Diff line change
@@ -0,0 +1,62 @@
---
title: "Z-Image ComfyUI 工作流示例"
description: "Z-Image 是一个拥有 6B 参数的高效图像生成基础模型,采用单流扩散变换器架构,适用于社区驱动的微调和自定义开发。"
sidebarTitle: "Z-Image"
---

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

**Z-Image(造相)** 是阿里巴巴通义实验室开发的一个强大且高效的图像生成模型,拥有 **6B** 参数。它采用 **可扩展单流 DiT**(S3-DiT)架构,将文本、视觉语义 token 和图像 VAE token 在序列级别进行拼接,作为统一的输入流,最大化参数效率。

Z-Image(Base)是非蒸馏基础模型,专为社区驱动的微调和自定义开发而设计。

**模型亮点**:
- **照片级真实质量**:在保持出色美学质量的同时,提供强大的照片级真实图像生成
- **精准的双语文本渲染**:擅长准确渲染复杂的中英文文本
- **提示词增强与推理**:提示词增强器赋予模型推理能力
- **微调就绪**:适合自定义训练和适配的理想基础模型

**相关链接**:
- [GitHub](https://github.com/Tongyi-MAI/Z-Image)
- [Hugging Face](https://huggingface.co/Tongyi-MAI/Z-Image)
- [ModelScope](https://modelscope.cn/models/Tongyi-MAI/Z-Image)

## Z-Image 文生图工作流

<CardGroup cols={2}>
<Card title="下载工作流" icon="download" href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/image_z_image.json">
下载 Z-Image 文生图工作流 JSON 文件。
</Card>
<Card title="在 ComfyUI Cloud 上运行" icon="cloud" href="https://cloud.comfy.org/?template=image_z_image&utm_source=docs&utm_medium=inhouse_social&utm_campaign=z_image_launch">
在 ComfyUI Cloud 上直接运行此工作流。
</Card>
</CardGroup>

<UpdateReminder />

## Z-Image 模型下载

<CardGroup cols={2}>
<Card title="qwen_3_4b.safetensors" icon="download" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors">
Z-Image 文本编码器。
</Card>
<Card title="z_image_bf16.safetensors" icon="download" href="https://huggingface.co/Comfy-Org/z_image/resolve/main/split_files/diffusion_models/z_image_bf16.safetensors">
Z-Image 扩散模型。
</Card>
<Card title="ae.safetensors" icon="download" href="https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/vae/ae.safetensors">
Z-Image VAE。
</Card>
</CardGroup>

**模型存储位置**

```
📂 ComfyUI/
├── 📂 models/
│ ├── 📂 text_encoders/
│ │ └── qwen_3_4b.safetensors
│ ├── 📂 diffusion_models/
│ │ └── z_image_bf16.safetensors
│ └── 📂 vae/
│ └── ae.safetensors
```