How to use from the
Use from the
Diffusers library
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("bunnycore/Z-Art-2.1")

prompt = "-"
image = pipe(prompt).images[0]

Z-Image-Art

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Z-Aesthetic-Pro-v1_15.safetensors

This is the best LoRA in the list. It improves any style, including anime, art, webtoon, and realism.

Wallpaper_20.safetensors

This is for generating images with wallpaper quality and aesthetics. It boosts overall color and composition.

Z-Aesthetic-2_25.safetensors

This is an aesthetic enhancer that adds more variety to the styles.

Z-Art-3.safetensors

This is an aesthetic enhancer that has more training and works better than version 2.0.

Z-Art-2.0.safetensors

This is a normal aesthetic enhancer with less intensity.

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