Instructions to use bunnycore/Z-Art-2.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use bunnycore/Z-Art-2.1 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("bunnycore/Z-Art-2.1") prompt = "-" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
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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Model tree for bunnycore/Z-Art-2.1
Base model
Tongyi-MAI/Z-Image