Diffusers How to use choquinlabs/jamoncito-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/jamoncito-v1-qwen-image-2512")
prompt = "A full upper-body portrait of JMILEI dressed in traditional geisha-style attire, photographed indoors. JMILEI has light skin and medium-length dark brown hair with visible gray strands, styled into an elaborate updo with smooth, structured volume at the back of the head. The hairstyle includes decorative hair ornaments positioned symmetrically, featuring small floral shapes and metallic accents. The eyebrows are thick and dark, contrasting with the face. The eyes are light-colored and directed forward, clearly visible beneath carefully applied makeup.JMILEIs face is covered with pale white makeup that creates a uniform, matte surface across the skin. Red pigment is applied around the lips, forming a defined shape with sharp edges. Subtle red accents appear near the eyes, which are outlined to enhance their shape. The facial skin texture is largely concealed by the makeup, though the contours of the nose, cheeks, and jaw remain clearly defined. Sideburns are mostly hidden beneath the hairstyle and makeup.JMILEI is wearing a traditional kimono with wide sleeves and layered fabric. The kimono features a detailed pattern with floral motifs and geometric elements in contrasting colors, including shades of red, black, gold, and cream. A wide obi belt wraps tightly around the waist, structured and symmetrical, with visible folds and layered fabric at the back. The posture is upright and composed, with shoulders relaxed and arms resting close to the body.The background is minimal and softly lit, with neutral tones that keep the focus on JMILEI. Lighting is even and frontal, highlighting the textures of the kimono fabric, the smoothness of the makeup, and the intricate hair styling. The image has a formal, studio-style composition with sharp focus and balanced framing."
image = pipe(prompt).images[0] 
