| --- |
| title: Pro Realism Edit Studio |
| emoji: 🎨 |
| colorFrom: indigo |
| colorTo: blue |
| sdk: gradio |
| sdk_version: 5.49.1 |
| app_file: app.py |
| pinned: false |
| license: apache-2.0 |
| short_description: Powerful image editing - supports one or two input images. |
| --- |
| |
| Pro Realism Edit Studio is a powerful image editor powered by [Qwen-Image-Edit-2511](https://huggingface.co/Qwen/Qwen-Image-Edit-2511) with [Phr00t's Rapid-AIO v18](https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO) accelerated transformer for 4-step inference. Upload one or two input images, write a prompt, get high-quality results. |
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| ## Privacy |
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| - Image editing runs inside this Hugging Face Space using locally loaded model weights. |
| - The application does not send prompts or images to a separate diagnostics, analytics, or video-generation service. |
| - Prompts are not written to application logs. |
| - The application uses public pinned model revisions and requires no Space secrets. |
| - Hugging Face and Gradio necessarily process uploads to operate the Space. Gradio-managed temporary files are configured to expire after 24 hours. |
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| ## Reproducibility |
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| The base model, accelerated transformer, and development version of Diffusers are pinned to exact revisions. If the accelerated four-step transformer cannot load, the Space stops with a clear error rather than silently switching to an incompatible model. |
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| The transformer and text encoder use dynamic FP8 quantization so the pipeline fits within Hugging Face ZeroGPU memory. This can introduce a small numerical difference from full BF16 inference, but avoids the accelerator failure caused by transferring an approximately 58 GB BF16 pipeline. |
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| Output dimensions and aspect ratio are derived automatically from the first input image. Input images must be at least 256 pixels on each side; undersized sources are rejected because aggressive upscaling can produce tiled or grid-like artifacts. |
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