| --- |
| title: Qwen-Image-Edit CPU |
| emoji: 🎨 |
| colorFrom: yellow |
| colorTo: indigo |
| sdk: docker |
| app_file: app.py |
| suggested_hardware: cpu-basic |
| startup_duration_timeout: 1h |
| pinned: false |
| license: mit |
| tags: |
| - image-editing |
| - text-to-image |
| - qwen-image |
| - cpu |
| - gguf |
| - mcp-server |
| short_description: Qwen-Image-Edit Rapid-AIO on CPU via GGUF |
| models: |
| - Qwen/Qwen-Image-Edit-2511 |
| - Qwen/Qwen-Image-2512 |
| --- |
| |
| # Qwen-Image-Edit Rapid-AIO / Free CPU |
|
|
| Image editing and text-to-image via GGUF on free CPU hardware. |
|
|
| - Diffusion: Rapid-AIO v23 Q3_K (Lightning pre-fused, 4 steps) from Arunk25 |
| - Text encoder: Qwen2.5-VL-7B-Instruct-abliterated Q3_K_M from mradermacher |
| - VAE: pig_qwen_image_vae from calcuis |
| - Alt model: Image-2512 Q3_K_M (txt2img only) switchable via dropdown |
| - Engine: stable-diffusion.cpp (C++ inference, no PyTorch) |
| - Speed: ~45 min per 512x512 image on 2 vCPU |
| - RAM: ~14.9GB model + ~1GB activations |
|
|
| ## API |
|
|
| ```python |
| from gradio_client import Client, handle_file |
| |
| client = Client("WeReCooking/Qwen-Image-Edit-CPU") |
| result = client.predict( |
| prompt="transform into anime style", |
| negative_prompt="worst quality, blurry", |
| init_image=handle_file("photo.png"), |
| model_choice="Rapid-AIO-v23 Q3 (edit)", |
| aspect_ratio="Auto (match input, max 512px)", |
| steps=4, |
| cfg_scale=2.5, |
| guidance=3.0, |
| seed=-1, |
| api_name="/infer", |
| ) |
| print(result) |
| ``` |
|
|
| ## MCP |
|
|
| ```json |
| { |
| "mcpServers": { |
| "qwen-image-edit": {"url": "https://werecooking-qwen-image-edit-cpu.hf.space/gradio_api/mcp/sse"} |
| } |
| } |
| ``` |
|
|
| ## CLI |
|
|
| ```bash |
| python app.py "transform into anime style" -i photo.png -o edited.png |
| python app.py "a cat on a windowsill" -o cat.png --model "Image-2512 (txt2img)" |
| ``` |
|
|
| ## Credits |
|
|
| - [Rapid-AIO](https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO) by Phr00t |
| - [GGUF](https://huggingface.co/Arunk25/Qwen-Image-Edit-Rapid-AIO-GGUF) by Arunk25 |
| - [stable-diffusion.cpp](https://github.com/leejet/stable-diffusion.cpp) by leejet |
| - [Qwen-Image](https://huggingface.co/Qwen/Qwen-Image-Edit-2511) by Qwen |
|
|
