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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
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