RefControl Flux Kontext – Reference Pose LoRA
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Model description
RefControl Flux Kontext – Reference Pose LoRA
📝 Short description
A LoRA for Flux Kontext Dev that fuses a reference image (left) with a pose control map (right).
It preserves identity and style from the reference while following the pose and body structure from the control.
Trigger word: refcontrolpose
Workflow /model/1894175
[Demo Video] https://youtu.be/8eTjC7InE44
Huging face page: https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-pose-lora
📊 Examples
InputOupttut
📖 Extended description
This LoRA was primarily trained on humans, but it can also be applied to stylized characters and some objects.
Its main goal is to transfer identity — facial features, hairstyle, clothing, or object details — from the reference image, while adapting them to the pose and skeleton structure defined by the control map.
⚙️ How to use
Concatenate two images side by side:
Left: reference image (character, person, or object).
Right: pose control map (skeleton, keypoints).
Add the trigger word
refcontrolposein your prompt.Adjust LoRA weight (recommended 0.8–1.0) depending on how strongly you want to preserve identity.
Worklow:
For workflow you need to install in ComfyUI:
✅ Example prompt
refcontrolpose change pose to photo with reference from left side
🎯 What it does
Preserves character identity across generations.
Adapts the subject to a new pose or action.
Works well for character consistency in sequential generations.
⚡ Tips
Best results when the pose map has similar proportions to the reference image.
Combine with text prompts to refine background or mood.
Can be chained with other RefControl LoRAs (depth, lineart, canny) for multi-constraint generation.
📌 Use cases
Character posing for illustrations, comics, or storyboards.
Consistent character design across different poses.
Re-posing stylized characters while keeping their identity.
Creating animation keyframes from static references.