Kontext Dev LoRA - Image Overlay

This is a LoRA (Low-Rank Adaptation) model that has been trained for image overlay tasks, allowing you to seamlessly blend and place elements into existing images.

Model Details
Uses
Training
Usage Tips

Model Details

Model Description: This model is a LoRA fine-tune of black-forest-labs/FLUX.1-Kontext-dev specifically designed for image overlay workflows, enabling natural integration of new elements into existing scenes.

Trained by: ilkerzgi and gokaygokay
Model Type: LoRA for Image Overlay
Language(s): English
License: flux1-dev-non-commercial-license
Parent Model: black-forest-labs/FLUX.1-Kontext-dev
Resources for more information:
Download the weights
Try the model directly on fal.ai

Uses

Direct Use

This model is designed for image overlay tasks, allowing you to naturally integrate new objects, elements, or modifications into existing images. The model excels at understanding context and placement, creating seamless compositions.

The model works best when using the trigger phrase: "place it".

Recommended Settings

LoRA Scale: 1.0 or 0.9 for optimal results
Image Format: Square format images work best
Overlay Area: Clear definition of where elements should be placed
Context Understanding: Works well with natural scene composition

Training

Training Procedure

Training was performed using the FLUX Kontext Trainer on fal.ai.

The base model for training was black-forest-labs/FLUX.1-Kontext-dev, with specialized focus on image overlay scenarios and contextual element placement.

Usage Tips

Use square format images for best results
Set LoRA scale to 1.0 or 0.9 for optimal output quality
Use the simple prompt "place it" as the trigger phrase
Provide clear context about what you want to overlay and where
The model understands spatial relationships and lighting conditions for natural integration
Works well with both object placement and scene modifications

ilkerzgi
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Overlay-Kontext-Dev-LoRA