<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/ce036168-77f7-48e4-ba90-9940a44c6ca9/original=true/ce036168-77f7-48e4-ba90-9940a44c6ca9.jpeg" />🎨 Style Transfer PrompterGenerate style-only prompts from a reference image for FLUX, Qwen and other Image-to-Image models.Unlike traditional image captioning, Style Transfer Prompter intentionally ignores the image content. Instead, it instructs a local VLM (Qwen3-VL) to describe only the visual style—brushwork, line quality, edge treatment, rendering technique, textures, and color palette.As a result, the target image keeps its original subject while adopting the artistic style of the reference image.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/0d739125-64d6-4b58-bb14-ae7c2c49b8dd/original=true/0d739125-64d6-4b58-bb14-ae7c2c49b8dd.jpeg" />✨ Features✅ Style-only prompt generationNo characters, objects, poses, or scene descriptions—only stylistic attributes.✅ Four analysis modes🎨 Artistic / Illustration🧊 3D / Render / CGI📷 Photorealistic / Cinematic✏️ Anime / Manga✅ Identity preservationkeep_identity helps preserve the identity of the target subject.✅ Painterly edge detectionpainterly_edges describes unfinished brush strokes, watercolor bleeding, rough edges, and loose paint transitions.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/57e88250-0057-4c9b-9c13-aacbaf866dea/original=true/57e88250-0057-4c9b-9c13-aacbaf866dea.jpeg" />✅ Color controlkeep_original_colorspreserve the original colors of the target imageor adopt the palette of the reference image✅ Custom prompt extensionextra_prompt appends your own instructions to the generated prompt.📦 DependenciesThis node requires:ComfyUI-QwenVL — local VLM for style analysis(<a target="_blank" rel="ugc" href="https://github.com/1038lab/ComfyUI-QwenVL">https://github.com/1038lab/ComfyUI-QwenVL</a>)ZImageResolutionScaler — automatic resolution matching(<a target="_blank" rel="ugc" href="https://civarchive.com/models/2344436/z-image-resolution-picker">https://civarchive.com/models/2344436/z-image-resolution-picker</a>)FLUX 2 Klein 9B Distilled — Image Editing model⚙️ InstallationDownload the archive.Extract it.Copy ComfyUI-StyleTransferPrompter into:ComfyUI/custom_nodes/Restart ComfyUI.Make sure ComfyUI-QwenVL is installed.Download a compatible Qwen3-VL model.🖼 Included WorkflowThe included style_transfer_workflow.json is based on the standard FLUX 2 Klein Image Editing workflow.PipelineStyle Reference Image│▼AILab_QwenVL_Advanced│▼Style Transfer Prompter│▼Generated Style Prompt│▼FLUX▲│Target Image│▼ZImageResolutionScaler🧩 Workflow NodesNode PurposeStyle Reference Image Reference image for style analysisTarget Image + Mask Image to be stylizedAILab_QwenVL_Advanced Generates a style description using a local VLMStyle Transfer Prompter Converts the description into a FLUX-compatible style promptZImageResolutionScaler Automatically matches processing resolutionFLUX 2 Klein 9B Performs Image-to-Image stylization⚙️ Node Parameters🎨 style_modeSelects the category used for style analysis.👤 keep_identityHelps preserve the identity of the target subject.🖌 painterly_edgesEmphasizes unfinished edges, brush strokes, watercolor bleeding, and loose paint transitions.🌈 keep_original_colorsKeeps the original colors of the target image instead of adopting the reference palette.✍️ extra_promptAppends additional custom instructions to the generated prompt.🎭 Mask UsageUse Target Image and Mask (standard Load Image node) and create a mask via Open in MaskEditor.When connected to VAE Encode, only the masked region is stylized, while the rest of the image remains unchanged.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/9cb15a7b-85f3-4d21-b112-1086b69526c9/original=true/9cb15a7b-85f3-4d21-b112-1086b69526c9.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6a47a35b-f429-437f-95c3-007a4401d9cd/original=true/6a47a35b-f429-437f-95c3-007a4401d9cd.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/9f04d737-102c-48cb-8e1d-101d0a79fd5a/original=true/9f04d737-102c-48cb-8e1d-101d0a79fd5a.jpeg" />

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