🚀 FLUX.1-dev LoRA Model

This is a LoRA model based on the black-forest-labs/FLUX.1-schnell base model, designed for text-to-image generation using the diffusers library. It can generate various digital cartoon illustrations in a dark fantasy style with a grainy effect.

✨ Features

• Rich Styles: Capable of generating a wide range of digital cartoon illustrations, including cute, horror, and tech - themed styles.
• Customizable Output: Allows users to input different text prompts to generate corresponding images.
• High - Quality Rendering: Uses modern vector art techniques with bold lines, smooth shapes, and vibrant colors.

📦 Installation

No specific installation steps are provided in the original document.

💻 Usage Examples

Basic Usage

You can use the following code example with the diffusers library to generate images:

from diffusers import StableDiffusionPipeline
import torch

model_id = "black-forest-labs/FLUX.1-dev"
pipeline = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
pipeline = pipeline.to("cuda")

prompt = "This is a playful digital cartoon illustration featuring a young boy and a white cat. ... in a dark fantasy style, grainy"
image = pipeline(prompt).images[0]
image.save("output.png")

Advanced Usage

For more complex scenarios, you can adjust parameters such as width and height in the inference:

from diffusers import StableDiffusionPipeline
import torch

model_id = "black-forest-labs/FLUX.1-dev"
pipeline = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
pipeline = pipeline.to("cuda")

prompt = "This is a playful digital cartoon illustration featuring a young boy and a white cat. ... in a dark fantasy style, grainy"
width = 1024
height = 1024
image = pipeline(prompt, width=width, height=height).images[0]
image.save("output.png")

📚 Documentation

Model Information

Inference Parameters

The default inference parameters are set as follows:

• Width: 1024
• Height: 1024

Example Prompts and Outputs

Here are some example prompts and their corresponding output image URLs:

• Prompt 1:
  • Text: "This is a playful digital cartoon illustration featuring a young boy and a white cat. ... in a dark fantasy style, grainy"
  • Output: images/example_xi42rsvku.png
• Prompt 2:
  • Text: "This is a digital cartoon illustration that portrays a character reminiscent of a horror or dark fantasy figure. ... in a dark fantasy style, grainy"
  • Output: images/example_q27aeqwdr.png

(Other prompts and outputs are listed in a similar way)

📄 License

This project is licensed under the flux - 1 - dev - non - commercial - license.