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--- |
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tags: |
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- flux |
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- image-to-image |
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- lora |
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- fal |
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- diffusers |
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- ilkerzgi |
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language: en |
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base_model: black-forest-labs/FLUX.1-Kontext-dev |
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instance_prompt: Make it metallic with a black background and a 3D perspective |
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license_name: flux1-dev-non-commercial-license |
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license_link: https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/blob/main/LICENSE.md |
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license: other |
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widget: |
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- src: images/input3.jpeg |
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prompt: Make it metallic with a black background and a 3D perspective |
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output: |
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url: images/output3.jpeg |
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- src: images/input2.jpg |
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prompt: Make it metallic with a black background and a 3D perspective |
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output: |
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url: images/output2.jpeg |
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- src: images/input5.jpg |
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prompt: Make it metallic with a black background and a 3D perspective |
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output: |
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url: images/output5.jpeg |
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- src: images/input7.jpg |
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prompt: Make it metallic with a black background and a 3D perspective |
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output: |
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url: images/output7.jpeg |
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--- |
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# Metallic Objects Kontext Dev LoRA |
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<Gallery /> |
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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. |
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## Table of Contents |
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- [Model Details](#model-details) |
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- [Uses](#uses) |
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- [Training](#training) |
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## Model Details |
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**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. |
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* **Trained by:** [ilkerzgi](https://huggingface.co/ilkerzgi) |
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* **Model Type:** LoRA for Image-to-Image generation |
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* **Language(s):** English |
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* **License:** [flux1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/blob/main/LICENSE.md) |
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* **Parent Model:** [black-forest-labs/FLUX.1-Kontext-dev](https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev) |
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* **Resources for more information:** |
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* [Download the weights](https://huggingface.co/ilkerzgi/metallic-objects-kontext-dev-lora/resolve/main/metallic-objects-kontext-dev-lora.safetensors) |
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* [Try the model directly on fal.ai](https://fal.ai/models/fal-ai/flux-kontext-lora?fromTraining=fe1a8832-be01-4df6-9b26-5dcbcde83d42) |
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## Uses |
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#### Direct Use |
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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**". |
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## Training |
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#### Training Data |
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I trained the model on a custom dataset of 20 paired (before and after) images of various objects to learn the "metallic" style transformation. |
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#### Training Procedure |
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I performed the training using the [FLUX Kontext Trainer on fal.ai](https://fal.ai/models/fal-ai/flux-kontext-trainer/playground). |
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The base model for training was `black-forest-labs/FLUX.1-Kontext-dev`. |
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**Hyperparameters:** |
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* **Learning Rate:** 0.0001 |
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* **Steps:** 1300 |
