<h1 id="refcontrol-flux-kontext-reference-lineart-lora">RefControl Flux Kontext – Reference Lineart LoRA</h1><h2 id="short-description">📝 Short description</h2>A LoRA for Flux Kontext Dev that fuses a reference image (left) with a lineart map (right). It preserves identity and style from the reference while following the lines and contours from the control.Trigger word: <code>refcontrollineart</code><a target="_blank" rel="ugc" href="https://civarchive.com/models/1902263?modelVersionId=2153195">Workflow</a><a target="_blank" rel="ugc" href="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora">hugging face</a><a target="_blank" rel="ugc" href="https://www.youtube.com/watch?v=M-aCCbmt93I">Demo video</a>ReferenceResult<a target="_blank" rel="ugc" href="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/resolve/main/examples/1a.png"><img src="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/resolve/main/examples/1a.png" alt="ref1" /></a><a target="_blank" rel="ugc" href="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/resolve/main/examples/1b.png"><img src="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/resolve/main/examples/1b.png" alt="res1" /></a><a target="_blank" rel="ugc" href="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/resolve/main/examples/2a.png"><img src="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/resolve/main/examples/2a.png" alt="ref2" /></a><a target="_blank" rel="ugc" href="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/resolve/main/examples/2b.png"><img src="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/resolve/main/examples/2b.png" alt="res2" /></a><a target="_blank" rel="ugc" href="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/resolve/main/examples/3a.png"><img src="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/resolve/main/examples/3a.png" alt="ref3" /></a><a target="_blank" rel="ugc" href="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/resolve/main/examples/3b.png"><img src="https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/resolve/main/examples/3b.png" alt="res3" /></a><hr /><h2 id="extended-description">📖 Extended description</h2>This LoRA was primarily trained on human characters and objects, but it works well with stylized art too. The main goal is to preserve identity — facial features, clothing, or style — from the reference image, while adapting them to the structure given by the lineart map.<hr /><h2 id="how-to-use">⚙️ How to use</h2><ol><li>Concatenate two images side by side:<ul><li>Left: reference image (person, character, or object).</li><li>Right: lineart map (black &amp; white contour drawing).</li></ul></li><li>Add the trigger word <code>refcontrollineart</code> in your prompt.</li><li>Adjust LoRA weight (recommended 0.7–1.0).</li></ol><h3 id="example-prompt">✅ Example prompt</h3>refcontrolcanny, change ineart to photo with reference from left<hr /><h2 id="what-it-does">🎯 What it does</h2><ul><li>Preserves identity and style of the reference.</li><li>Uses lineart to control outlines, proportions, and composition.</li><li>Works for both realistic and stylized generations.</li></ul><hr /><h2 id="tips">⚡ Tips</h2><ul><li>Best results when the lineart map is clear and clean (minimal shading).</li></ul><hr /><h2 id="use-cases">📌 Use cases</h2><ul><li>Converting sketches to full artworks while keeping reference identity.</li><li>Character redraws in different art styles.</li><li>Consistent character design across multiple illustrations.</li><li>Turning lineart drafts into photorealistic or stylized renders.</li></ul>

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