---
id: sm-qwen-image-2-pro
name: "qwen-image-2-pro"
url: https://skills.yangsir.net/skill/sm-qwen-image-2-pro
author: inferen-sh
domain: data-ai
tags: ["Qwen Model", "AI Image Generation", "Generative AI", "Image Synthesis", "Alibaba Cloud AI"]
install_count: 98433
rating: 4.70 (2000 reviews)
github: https://github.com/inferen-sh/skills
---

# qwen-image-2-pro

> inference.sh提供的专业级代理技能，基于Qwen模型实现高级图像处理和分析，通过API接口支持复杂数据AI应用。

**Stats**: 98,433 installs · 4.7/5 (2000 reviews)

## Before / After 对比

### Qwen专业图像生成效率飞跃

## Readme

# qwen-image-2-pro

# Qwen-Image Pro - Professional Image Generation

Generate images with Alibaba Qwen-Image-2.0-Pro via [inference.sh](https://inference.sh) CLI. Best for professional text rendering and complex designs.

## Quick Start

Requires inference.sh CLI (`infsh`). [Install instructions](https://raw.githubusercontent.com/inference-sh/skills/refs/heads/main/cli-install.md)

```
infsh login

infsh app run alibaba/qwen-image-2-pro --input '{"prompt": "Poster with title \"Welcome!\" in bold blue text"}'

```

## Pro Model Capabilities

- **Professional Text Rendering**: Multi-line and paragraph-level text with fine-grained detail

- **Fine-grained Realism**: Better textures and photorealistic scenes

- **Stronger Semantic Adherence**: More accurately follows complex prompts

- **Complex Designs**: Ideal for text + image combinations

## Examples

### Basic Text-to-Image

```
infsh app run alibaba/qwen-image-2-pro --input '{
  "prompt": "A futuristic cityscape at sunset with flying cars"
}'

```

### Text-Heavy Poster

```
infsh app run alibaba/qwen-image-2-pro --input '{
  "prompt": "Healing-style hand-drawn poster featuring three puppies playing with a ball. The main title \"Come Play Ball!\" is prominently displayed at the top in bold, blue cartoon font. Below, the subtitle \"Join the Fun!\" appears in green font.",
  "width": 1024,
  "height": 1536,
  "prompt_extend": false
}'

```

### Marketing Banner

```
infsh app run alibaba/qwen-image-2-pro --input '{
  "prompt": "Professional marketing banner for summer sale. Large text \"SUMMER SALE\" in white on gradient sunset background. \"50% OFF\" in yellow below. Clean, modern design.",
  "width": 1920,
  "height": 1080,
  "prompt_extend": false,
  "negative_prompt": "blurry text, distorted text, low quality"
}'

```

### Multiple Variations

```
infsh app run alibaba/qwen-image-2-pro --input '{
  "prompt": "Minimalist logo design for a coffee shop called \"Bean & Brew\"",
  "num_images": 4
}'

```

### Image Editing (Style Transfer)

```
infsh app run alibaba/qwen-image-2-pro --input '{
  "prompt": "Make the person from Image 1 wear the outfit from Image 2",
  "reference_images": [
    {"uri": "https://example.com/person.jpg"},
    {"uri": "https://example.com/outfit.jpg"}
  ],
  "num_images": 2
}'

```

### Reproducible Generation

```
infsh app run alibaba/qwen-image-2-pro --input '{
  "prompt": "Abstract geometric art in blue and gold",
  "seed": 12345
}'

```

## Input Options

Parameter
Type
Description

`prompt`
string
**Required.** What to generate or edit (max 800 chars)

`reference_images`
array
Input images for editing (1-3 images)

`num_images`
integer
Number of images to generate (1-6)

`width`
integer
Output width in pixels (512-2048)

`height`
integer
Output height in pixels (512-2048)

`watermark`
boolean
Add "Qwen-Image" watermark

`negative_prompt`
string
Content to avoid (max 500 chars)

`prompt_extend`
boolean
Enable prompt rewriting (default: true)

`seed`
integer
Random seed for reproducibility (0-2147483647)

**Size constraint:** Total pixels must be between 512×512 and 2048×2048.

## Output

Field
Type
Description

`images`
array
The generated or edited images (PNG format)

`output_meta`
object
Metadata with dimensions and count

## Text Rendering Tips

For best text results with the Pro model:

- **Use quotes** around exact text: `"Title: \"Hello World!\""`

- **Specify font details**: color, style, size, position

- **Disable prompt_extend**: Set `prompt_extend: false` for precise control

- **Use negative prompts**: `"blurry text, distorted text, low quality"`

**Example prompt structure:**

```
Poster with the title "GRAND OPENING" in large red serif font at the top center.
Below, the date "March 15, 2024" in smaller black text.
Background: elegant gold and white gradient.
Style: professional, clean, modern.

```

## Recommended Negative Prompt

```
{
  "negative_prompt": "low resolution, low quality, deformed limbs, deformed fingers, oversaturated, waxy, no facial details, overly smooth, AI-like, chaotic composition, blurry text, distorted text"
}

```

## Sample Workflow

```
# 1. Generate sample input to see all options
infsh app sample alibaba/qwen-image-2-pro --save input.json

# 2. Edit the prompt
# 3. Run
infsh app run alibaba/qwen-image-2-pro --input input.json

```

## Python SDK

```
from inferencesh import inference

client = inference()

# Text-heavy poster
result = client.run({
    "app": "alibaba/qwen-image-2-pro",
    "input": {
        "prompt": "Poster with title \"Welcome!\" in bold blue text at top",
        "width": 1024,
        "height": 1536,
        "prompt_extend": False
    }
})
print(result["output"])

# Stream live updates
for update in client.run({
    "app": "alibaba/qwen-image-2-pro",
    "input": {
        "prompt": "Professional product photography of a watch"
    }
}, stream=True):
    if update.get("progress"):
        print(f"progress: {update['progress']}%")
    if update.get("output"):
        print(f"output: {update['output']}")

```

## Related Skills

```
# Standard Qwen-Image (faster, general use)
npx skills add inference-sh/skills@qwen-image

# Full platform skill (all 150+ apps)
npx skills add inference-sh/skills@infsh-cli

# All image generation models
npx skills add inference-sh/skills@ai-image-generation

```

Browse all image apps: `infsh app list --category image`

## Documentation

- [Running Apps](https://inference.sh/docs/apps/running) - How to run apps via CLI

- [Streaming Results](https://inference.sh/docs/api/sdk/streaming) - Real-time progress updates

- [File Handling](https://inference.sh/docs/api/sdk/files) - Working with images

Weekly Installs67.9KRepository[inferen-sh/skills](https://github.com/inferen-sh/skills)GitHub Stars159First Seen6 days agoSecurity Audits[Gen Agent Trust HubPass](/inferen-sh/skills/qwen-image-2-pro/security/agent-trust-hub)[SocketWarn](/inferen-sh/skills/qwen-image-2-pro/security/socket)[SnykPass](/inferen-sh/skills/qwen-image-2-pro/security/snyk)Installed onclaude-code54.8Kgemini-cli47.5Kcodex47.5Kamp47.5Kopencode47.5Kkimi-cli47.5K

---
*Source: https://skills.yangsir.net/skill/sm-qwen-image-2-pro*
*Markdown mirror: https://skills.yangsir.net/api/skill/sm-qwen-image-2-pro/markdown*