Diffusers How to use furaidosu/flat-cartoon-zimage with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Tongyi-MAI/Z-Image", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("furaidosu/flat-cartoon-zimage")
prompt = "Full body character design sheet. The background is plain white, with empty space around the character and the edges of the image.A gigantic ghost pirate character, shown full body, in a three-quarter frontal view facing to the right. The character has an enormous upper body and extremely thin, stick-like legs, creating a strong caricatured contrast. His head is oversized, with a glowing green ghostly face, exaggerated cheekbones, a wide crooked grin, and large uneven teeth. His eyes are deep-set and luminous, giving a mischievous and menacing expression. A long, floating spectral beard drifts around his face, semi-transparent and ethereal.He wears a classic pirate hat, oversized and worn, with torn edges and an aged look. His pirate outfit is bold red and black, consisting of a long dramatic coat with tattered hems, broad shoulders, and layered fabrics. A thick belt wraps around his waist, adding to the bulky upper silhouette. His arms are long and slightly disproportionate, ending in large bony hands with ghostly translucence.The legs are very thin and short compared to the torso, emphasizing the cartoonish style. He wears large black pirate boots with pronounced shapes and metallic buckles, firmly planted on the ground. A subtle ghostly aura surrounds the entire character, reinforcing his supernatural presence. The pose is dominant and looming, slightly leaning forward as if intimidating the viewer, with clear empty space between the character and the image borders."
image = pipe(prompt).images[0] 
