Diffusers How to use choquinlabs/patora-v1-qwen-image-2512 with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Qwen/Qwen-Image-2512", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("choquinlabs/patora-v1-qwen-image-2512")
prompt = "A stylized female figure stands in a relaxed pose, positioned slightly angled to one side with her left arm bent and resting behind her head. She has long, straight black hair that falls over her shoulders and down her back, with two light-colored ribbon-like ties near the ends. Her face shows a calm, satisfied expression, with closed eyes, a gentle smile, a rounded nose, and softly defined facial features. Her skin tone appears light, and her head is tilted slightly upward, emphasizing a confident, carefree posture.She wears a knee-length green dress with short sleeves, fitted at the waist and falling loosely over the hips. Draped diagonally across her torso is a sash in a light pink or lavender tone. The sash contains visible uppercase text reading MISS LORO, centered and clearly legible. Her right arm extends outward with the hand open and fingers relaxed, adding to the expressive, casual stance of the figure.Behind her, a large circular yellow shape occupies much of the background, creating strong contrast with the green dress and darker hair. The surrounding background area appears textured and muted, with bluish and grayish tones and visible surface wear or grain.To the lower right side of the composition, a smaller human figure is partially visible. This figure looks upward toward the woman, with a surprised or curious facial expression. The smaller figure has short hair and wears light-colored clothing. The composition emphasizes the central figures confident posture and the sash text, with bold outlines, simplified shapes, and high-contrast colors defining the scene."
image = pipe(prompt).images[0] 
