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virtual-tryon-kontext-lora
ovi054/virtual-tryon-kontext-lora
virtual-tryon-kontext-lora is a image-to-image model from ovi054. Use it when you need one image transformed into another. It is set up for diffusers. The card lists the license as apache-2.0.
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At a glance
- Task
- Image-to-Image
- Library
- diffusers
- License
- apache-2.0
- Access
- Public
- Created
- Sep 25, 2025
- Updated
- May 6, 2026
- SHA
- b6a6fad9
Base models
Model card
From the Hugging Face model README
virtual tryon kontext lora
<Gallery />Model description
Trigger words
You should use wear it to trigger the image generation.
📊 Examples
| Input | Output | Input | Output |
|---|---|---|---|
| <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/01i.jpg" width="200"/> | <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/01o.jpg" width="200"/> | <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/02i.jpg" width="200"/> | <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/02o.jpg" width="200"/> |
| <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/07i.jpg" width="200"/> | <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/07o.jpg" width="200"/> | <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/09i.jpg" width="200"/> | <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/09o.jpg" width="200"/> |
| <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/12i.jpg" width="200"/> | <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/12o.jpg" width="200"/> | <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/14i.jpg" width="200"/> | <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/14o.jpg" width="200"/> |
| <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/18i.jpg" width="200"/> | <img src="https://huggingface.co/ovi054/virtual-tryon-kontext-lora/resolve/main/examples/18o.jpg" width="200"/> |
⚙️ How to use
- You need a model image and a garments overlay over it
- You can put garments overlay on model photo with this tool I made.
- Put the trigger word
wear itin your prompt. - Adjust LoRA weight (recommended 1.0)
Try it Online / Demo Space
We have built a demo space to try it easily. Try it now: https://huggingface.co/spaces/ovi054/virtual-tryon-flux-kontext.
Try it Locally with Gradio UI
git clone https://huggingface.co/spaces/ovi054/virtual-tryon-flux-kontext
cd ovi054/virtual-tryon-flux-kontext
pip install -r requirements.txt
python app.py
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.
Training at fal.ai
Training was done using fal.ai/models/fal-ai/flux-kontext-trainer.
- Task
- Image-to-Image
- Library
- diffusers
- License
- apache-2.0
- Fal Ai
- live
- Replicate
- live
- Wavespeed
- live
- Created
- Sep 25, 2025
- Updated
- May 6, 2026