README.md

---
tags:
- flux
- image-to-image
- lora
- fal
- diffusers
- ilkerzgi
language: en
base_model: black-forest-labs/FLUX.1-Kontext-dev
instance_prompt: Make it metallic with a black background and a 3D perspective
license_name: flux1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/blob/main/LICENSE.md
license: other
widget:
  - src: images/input3.jpeg
    prompt: Make it metallic with a black background and a 3D perspective
    output:
      url: images/output3.jpeg
  - src: images/input2.jpg
    prompt: Make it metallic with a black background and a 3D perspective
    output:
      url: images/output2.jpeg
  - src: images/input5.jpg
    prompt: Make it metallic with a black background and a 3D perspective
    output:
      url: images/output5.jpeg
  - src: images/input7.jpg
    prompt: Make it metallic with a black background and a 3D perspective
    output:
      url: images/output7.jpeg
---

# 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