RefControl Flux Kontext – Reference Pose LoRA

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 https://civitai.com/models/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

1. Concatenate two images side by side:

   • Left: reference image (character, person, or object).

   • Right: pose control map (skeleton, keypoints).

2. Add the trigger word refcontrolpose in your prompt.

3. 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:

• comfyui_controlnet_aux

• comfyui-kjnodes

✅ 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.