Diffusers How to use JunkieMonkey69/AstridBergesFrisbey_ZimageTurbo 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-Turbo", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("JunkieMonkey69/AstridBergesFrisbey_ZimageTurbo")
prompt = "Astrid, High-fashion editorial studio portrait, ultra-realistic professional photography. Fully human, natural appearance with true-to-life skin behavior and optical sharpness. Aspect ratio: 5:7 Framing: Slightly below the bust, half-body portrait. Subject & Expression: A young woman photographed from the bust up, centered in the frame, looking directly into the camera with a confident, magnetic presence. Her facial expression is intense and subtly seductive. Lips slightly parted and gently projected forward, conveying sensual introspection. Eyes maintain direct contact with the camera, eyelids softly lowered to create a sense of languid mystery. Eyebrows are relaxed and natural, avoiding graphic stiffness. Her head is tilted slightly back and to the side, enhancing the dramatic, editorial pose. Pose & Body Language: The posture is slightly angled, with shoulders subtly turned forward. A gentle neck extension creates a strong visual line between face, neck, and shoulders, adding elegance, tension, and sculptural definition. Makeup (Editorial, Contemporary): • Skin: Natural skin texture preserved with visible micro-pores and realistic surface variation. Lightweight luminous foundation, subtle contouring, satin finish. • Eyes: Deep black smokey eye, precise cat-eye liner, elongated lashes. Lighting does not obscure lash definition. • Brows: Natural, softly defined, non-graphic. • Lips: Brown-nude creamy lipstick with a soft reflective sheen. Hair: Wet-look hairstyle with a clean center part. Hair appears slightly disheveled, with loose strands falling across the face. Intentional, raw, sensual, modern aesthetic. Wardrobe: Premium black leather overbust strapless corset with a deep open U-shaped neckline. Vertical boning and angular side-pointed panel construction. Clearly defined leather texture and structure. Accessories: Two chokers: – One thin to medium black leather choker without pendant – One slightly lower medium-thickness silver chain choker without pendant No earrings. Visible silver ear cuff and multiple small silver piercings (studs and hoops). Lighting & Environment: Dark low-key studio environment. A single circular spotlight with a red gel is projected onto the wall behind the model, forming a clean, well-defined red halo. The model stands between the light source and the wall, casting a realistic shadow inside the red circle. All surrounding areas remain unlit and dark. Lighting is organic and enveloping, with rounded volumes and smooth shadow transitions. Strong chiaroscuro contrast. Focus & Detail: Absolute critical focus on the face. High micro-contrast and optical clarity. Visible textures: leather grain, metallic jewelry, natural skin detail. Camera & Optics: Sony A7R IV 85mm lens ISO 100 Aperture f/2.8 Shutter speed 1/125 Shallow depth of field with natural falloff. Composition & Color Palette: Centered composition. High contrast (light vs shadow). Color palette: deep blacks, vibrant red spotlight, silver metallic accents."
image = pipe(prompt).images[0] 
