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README.md

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+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+widget:
+- output:
+    url: images/8b.png
+  text: '-'
+- output:
+    url: images/8a.png
+  text: '-'
+- output:
+    url: images/1b.png
+  text: '-'
+- output:
+    url: images/1a.png
+  text: '-'
+- output:
+    url: images/2b.png
+  text: '-'
+- output:
+    url: images/2a.png
+  text: '-'
+base_model: black-forest-labs/FLUX.1-Kontext-dev
+instance_prompt: null
+license: apache-2.0
+---
+# RefControl Flux Kontext – Reference Pose LoRA
+
+<Gallery />
+
+## Model description 
+
+license: apache-2.0
+base_model:
+- black-forest-labs&#x2F;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:** &#x60;refcontrollineart&#x60;
+
+---
+
+## 📖 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
+1. Concatenate two images side by side:  
+   - **Left:** reference image (person, character, or object).  
+   - **Right:** lineart map (black &amp; white contour drawing).  
+2. Add the trigger word &#x60;refcontrollineart&#x60; in your prompt.  
+3. 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](/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora/tree/main) them in the Files & versions tab.