This model is a LoRA fine-tune of <code>black-forest-labs/FLUX.1-Kontext-dev</code>. 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.

Metallic Objects Kontext Dev LoRA

metallic-objects-kontext-dev-lora.safetensors

v1.0

# Metallic Objects Kontext Dev LoRA

<Gallery />

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](#model-details)
- [Uses](#uses)
- [Training](#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](https://huggingface.co/ilkerzgi)
* **Model Type:** LoRA for Image-to-Image generation
* **Language(s):** English
* **License:** [flux1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/blob/main/LICENSE.md)
* **Parent Model:** [black-forest-labs/FLUX.1-Kontext-dev](https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev)
* **Resources for more information:**
 * [Download the weights](https://huggingface.co/ilkerzgi/metallic-objects-kontext-dev-lora/resolve/main/metallic-objects-kontext-dev-lora.safetensors)
 * [Try the model directly on fal.ai](https://fal.ai/models/fal-ai/flux-kontext-lora?fromTraining=fe1a8832-be01-4df6-9b26-5dcbcde83d42)

## 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](https://fal.ai/models/fal-ai/flux-kontext-trainer/playground).
The base model for training was `black-forest-labs/FLUX.1-Kontext-dev`.

**Hyperparameters:**
* **Learning Rate:** 0.0001
* **Steps:** 1300

Files with SHA256: b7ce7fd761580d4bf039306e24f3c0066044f859a2a604e8404de49e58df6b5d