MangaDF

Prompt
A samurai warrior in traditional armor holding a katana.

Prompt
A fierce lion roaring in the savanna.

Model Description

Base Model: stabilityai/stable-diffusion-3-medium
Finetuned On: Images created by alvdansen/BandW-Manga

Overview

MangaDF is a finetuned version of the 'stabilityai/stable-diffusion-3-medium' model. It has been specifically trained to generate bold line portrait illustrations, inspired by manga-style art. The finetuning dataset was created using images generated by the 'alvdansen/BandW-Manga' stable diffusion model, ensuring high-quality and stylistically consistent outputs.

Intended Use

This model is designed for artists, illustrators, and enthusiasts who want to create manga-style bold line portraits. It can be used for various purposes, including concept art, character design, and graphic novels.

How to Use

To use this model, you need to load it with the diffusers library in Python. Here's a quick start guide:

from diffusers import DiffusionPipeline
import torch
pipeline = DiffusionPipeline.from_pretrained(
    "Chan-Y/MangaDF",
    torch_dtype=torch.float16
).to("cuda")

# Generate an image
prompt = "A bold line portrait of a fantasy character"
image = pipeline(prompt).images[0]
image

Training Data

The finetuning dataset was created using images generated by the alvdansen/BandW-Manga stable diffusion model, which specializes in generating black and white manga-style illustrations. This dataset ensures that the MangaDF model produces high-quality and consistent manga-style bold line portraits.

Contact

For any questions or issues, please contact me

Chan-Y
/

MangaDF