haunted_linework_flux

Introduction

The Haunted Linework (FLUX) model is a text-to-image generation model available on Hugging Face, characterized by its vibrant color palettes and bold contrasts. The model uses a style that combines modern and retro elements to create eye-catching illustrations.

Architecture

Haunted Linework (FLUX) utilizes the stable-diffusion framework and is fine-tuned with LoRA (Low-Rank Adaptation) techniques. It features clean, precise linework and simplified forms, often incorporating surreal or fantastical elements.

Training

The model is based on the black-forest-labs/FLUX.1-dev base model. It leverages the hntdlnwrk style as a trigger word to generate its unique illustrations, blending geometric shapes with organic curves.

Guide: Running Locally

To run the Haunted Linework (FLUX) model locally, follow these steps:

1. Install Prerequisites: Ensure you have Python and the Hugging Face Transformers library installed.
2. Download the Model: Navigate to the Files & versions tab on the model's page and download the weights in Safetensors format.
3. Set Up Environment: Prepare a Python environment with the required dependencies.
4. Run the Model: Use the downloaded weights to run the model and generate images with your custom prompts.

For enhanced performance, consider using cloud GPU services such as AWS EC2, Google Cloud, or Azure.

License

The Haunted Linework (FLUX) model is licensed under the CreativeML Open RAIL-M license, allowing for creative and research use while adhering to ethical AI guidelines.