Qwen3VL Flux Text Styler + Simple Text Overlay WorkflowSmart workflow for stylizing white text to match the background of an image using Qwen3-VL + Flux.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/62c8346c-0cb0-4a33-96c6-ffed5a8ac0c4/original=true/62c8346c-0cb0-4a33-96c6-ffed5a8ac0c4.jpeg" />The Qwen3VL Flux Text Styler node analyzes the image and automatically generates a detailed prompt that turns plain white text into volumetric, textured letters that perfectly match the lighting, materials and atmosphere of the scene.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/869d1078-8171-4eb9-9f1c-1a221c728edc/original=true/869d1078-8171-4eb9-9f1c-1a221c728edc.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/88c64b4e-9d92-4907-8135-11fa47542c07/original=true/88c64b4e-9d92-4907-8135-11fa47542c07.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/a41cc561-ec1c-451c-8998-f87fdb0758b9/original=true/a41cc561-ec1c-451c-8998-f87fdb0758b9.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/603cd7b3-5656-4c21-9aaa-84b4e8503f9c/original=true/603cd7b3-5656-4c21-9aaa-84b4e8503f9c.jpeg" /><hr />Installation<ol><li>Unpack the archive</li><li>Place the ComfyUI-qwen3vl-textstyler folder into your ComfyUI/custom_nodes directory</li><li>Restart ComfyUI</li></ol>The archive also includes a simple ready-to-use workflow that uses two of my other nodes:<ul><li>Simple Text Overlay → <a target="_blank" rel="ugc" href="https://civarchive.com/models/2711044/simple-text-overlay-node">https://civarchive.com/models/2711044/simple-text-overlay-node</a></li><li>ZImageResolutionScaler (from Z-Image Resolution Picker) → <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></li></ul><hr />How to use (important!)Do not run the full workflow right away.<ol><li>Load your image into the Load Image node</li><li>In the Simple Text Overlay node write your text, choose font, size, position, shadow etc.</li><li>To quickly check text placement — select only the Simple Text Overlay node (or the small group with it) and press the button that runs only selected nodes (the one highlighted with a red square on the screenshot). This is almost instant and barely loads your computer.</li><li><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/b3387204-27b8-4cd5-8de8-bfb946a4d94e/original=true/b3387204-27b8-4cd5-8de8-bfb946a4d94e.jpeg" /></li><li>When the text looks perfect — press the main Run / Queue Prompt button to run the full workflow.</li></ol>This way you avoid unnecessary load and can comfortably adjust the composition first.<hr />What the Qwen3VL Flux Text Styler node doesThe node builds a system prompt for Qwen3-VL. The model looks at the image with white text and outputs a ready Flux prompt that stylizes only the letters, leaving the background completely untouched.Main settings:• prefix — Mandatory start of the prompt (Transform the white text into... or Stylize white text into...)• preserve_* — Keep background, colors, lighting, shadows, reflections, atmosphere, composition and original text layout unchanged• force_volumetric — Prefer solid 3D volume. If the background clearly looks like paper/poster/sticker, the model is allowed to use a flatter treatment• force_scene_interaction — Letters should interact with the scene (roots, sparks, smoke, cables etc. can wrap around or come out of the text)• force_readable — Keep letter shapes clearly readable• allow_particles_outside — Allow particles/effects to slightly go beyond letter boundaries• extra_creativity — Bans boring generic descriptions and pushes for more artistic solutions• protect_human_subjects — Do not affect faces, poses or clothing of people• style_mode — Force a style: Tech/Industrial, Soft/Cinematic, Organic/Nature, Fantasy/Magic or Auto• material_hint — Suggest the main material (metal, stone, ice, neon, wood, etc.)• decoration_hint — Add decoration: vines, cracks, moss, cobwebs, rivets, glowing edges, etc.• action_hint — Effect: burning, melting, frozen, dissolving, exploding, etc.• scene_interaction_hint — Your own interaction description (example: “vines wrapping from the left side”)• intensity — Strength of stylization (0.2 = subtle, 2.0 = maximum detail)• compact_mode — Short or full system prompt• negative_constraints — What is strictly forbidden (example: no chrome, no glowing edges, no cartoon style)• extra_instruction — Any additional notes• randomize + seed — Randomly pick material, decoration, action and style<hr />Tips• Always position the text first using partial execution of Simple Text Overlay • For clean results keep most preserve_* options enabled • If letters come out too flat or too heavy — adjust intensity and force_volumetric • negative_constraints is very useful when the model keeps adding unwanted effectsYou can use the full workflow as is, or just the Qwen3VL Flux Text Styler node in your own pipelines.Enjoy!

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