Model description
license: apache-2.0
base_model:
- black-forest-labs/FLUX.1-Kontext-dev
pipeline_tag: image-to-image
RefControl Flux Kontext – Reference Lineart LoRA
📝 Short description
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: `refcontrollineart`
Demo video
📖 Extended description
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.
⚙️ How to use
- Concatenate two images side by side:
- Left: reference image (person, character, or object).
- Right: lineart map (black & white contour drawing).
- Add the trigger word `refcontrollineart` in your prompt.
- Adjust LoRA weight (recommended 0.7–1.0).
✅ Example prompt
refcontrolcanny, change ineart to photo with reference from left
🎯 What it does
- Preserves identity and style of the reference.
- Uses lineart to control outlines, proportions, and composition.
- Works for both realistic and stylized generations.
⚡ Tips
- Best results when the lineart map is clear and clean (minimal shading).
📌 Use cases
- Converting sketches to full artworks while keeping reference identity.
- Character redraws in different art styles.
- Consistent character design across multiple illustrations.
- Turning lineart drafts into photorealistic or stylized renders.
Download model
Download them in the Files & versions tab.
