ilkerzgi/metallic-objects-kontext-dev-lora

Metallic Objects Kontext Dev LoRA

This is a LoRA (Low-Rank Adaptation) model that has been trained to transform input images into a metallic style, featuring a black background and a 3D perspective.

Table of Contents

• Model Details
• Uses
• Training

Model Details

Model Description: This model is a LoRA fine-tune of black-forest-labs/FLUX.1-Kontext-dev. It's designed to be used in an image-to-image pipeline to apply a specific artistic style. When prompted with "Make it metallic with a black background and a 3D perspective", it converts regular images into 3D-looking metallic objects on a dark background.

• Trained by: ilkerzgi
• Model Type: LoRA for Image-to-Image generation
• 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 intended to be used for artistic image generation. You can use it to apply a "metallic object" style to your own images. The model works best when using the trigger phrase: "Make it metallic with a black background and a 3D perspective".

Training

Training Data

I trained the model on a custom dataset of 20 paired (before and after) images of various objects to learn the "metallic" style transformation.

Training Procedure

I performed the training using the FLUX Kontext Trainer on fal.ai. The base model for training was black-forest-labs/FLUX.1-Kontext-dev.

Hyperparameters:

• Learning Rate: 0.0001
• Steps: 1300