AI article
Rebuilding AUTOMATIC1111 with Gradio Workflow
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huggingface | Sep 10, 2026 | yuvraj sharma, Abubakar Abid
Automated excerpt
The prompt goes through a prompt-builder fn node first, which appends the selected style preset and cleans up the text, then into a model node that calls the checkpoint through Inference Providers. Image-to-image That same Kontext node doubles as the image-to-image tab. There's no custom node involved, unlike in ComfyUI. Prompt matrix This is like AUTOMATIC1111's prompt matrix. BRIA RMBG-2.0 is another space node, so the whole model lives in its own Space and this canvas just calls it in.
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