leather style by dever flux sdxl pony exp

Introduction

The "Leather Style by Dever Flux SDXL Pony Exp" is a text-to-image model hosted on Hugging Face, designed to generate digital art with a leather aesthetic. This model leverages the capabilities of Stable Diffusion and LoRA (Low-Rank Adaptation) to produce detailed and stylistic images from textual prompts.

Architecture

This model is based on the "black-forest-labs/FLUX.1-dev" as the base model and utilizes LoRA for training enhancements. It supports a variety of themes such as fantasy, sci-fi, and anime style, with a focus on intricate details and high-quality composition.

Training

The model is trained using bespoke methods to incorporate diverse styles and intricate details, particularly focusing on leather textures and themes. It employs LoRA to fine-tune the model's capabilities in generating specific styles and details.

Guide: Running Locally

1. Prerequisites: Ensure you have Python installed along with PyTorch and the Diffusers library.

2. Environment Setup:

   pip install torch diffusers
   

3. Model Download: Download the model weights in Safetensors format from the Files & versions tab on Hugging Face.

4. Running the Model:

   from diffusers import AutoPipelineForText2Image
   import torch
   
   device = "cuda" if torch.cuda.is_available() else "cpu"
   
   pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to(device)
   pipeline.load_lora_weights('Keltezaa/leather-style-by-dever-flux-sdxl-pony-exp', weight_name='dvr-leather-flux.safetensors')
   image = pipeline('made of leather, text logo with the words "Black Sheep" above a black sheep ').images[0]
   

5. Cloud GPUs: For better performance, consider using cloud GPU services like AWS, Google Cloud, or Azure.

License

The model is released under a bespoke LoRA-trained license which allows for commercial use of images but prohibits derivatives. For more details, refer to the license link.