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qwen-image-2-pro

by @inferen-shv
4.6(4,429)

Professional-grade agent skill provided by inference.sh, enabling advanced image processing and analysis based on the Qwen model, supporting complex data AI applications via API.

Qwen ModelAI Image GenerationGenerative AIImage SynthesisAlibaba Cloud AIGitHub
Installation
npx skills add inferen-sh/skills --skill qwen-image-2-pro
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Before / After Comparison

1
Before

Manually invoking advanced image generation model interfaces is complex, and fine-tuning parameters is difficult. It's challenging to quickly generate high-precision images, limiting professional design and artistic creation.

After

AI-assisted Qwen professional image generation simplifies invocation and fine-tuning. It significantly boosts the efficiency of high-precision image generation, accelerating professional design and artistic creation.

description SKILL.md

qwen-image-2-pro

Qwen-Image Pro - Professional Image Generation

Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI. Best for professional text rendering and complex designs.

Quick Start

Requires inference.sh CLI (infsh). Install instructions

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

Weekly Installs67.9KRepositoryinferen-sh/skillsGitHub Stars159First Seen6 days agoSecurity AuditsGen Agent Trust HubPassSocketWarnSnykPassInstalled onclaude-code54.8Kgemini-cli47.5Kcodex47.5Kamp47.5Kopencode47.5Kkimi-cli47.5K

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Rating4.6 / 5.0
Version
Updated2026年3月17日
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Compatible Platforms

🔧Claude Code
🔧OpenClaw
🔧OpenCode
🔧Codex
🔧Gemini CLI
🔧GitHub Copilot
🔧Amp
🔧Kimi CLI

Timeline

Created2026年3月17日
Last Updated2026年3月17日