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("jarod2212/PhysioShade_ZIT")
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image = pipe(prompt).images[0]PhysioShade detail Enhancer for Zimage Turbo LORA
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Model description
PhysioShade is a professional detail enhancer designed exclusively for Zimage Turbo. It doesn’t add filters, it doesn’t invent textures, and it doesn’t alter the subject. Instead, it enhances the physical behavior of the most complex materials with clean, natural, and stable results.
PhysioShade improves human skin, all types of skin materials, chrome, steel, glass, hair, eyes, and fabrics with physically coherent shading.
🎯 What PhysioShade Enhances ✔ Human Skin realistic micro‑texture
natural pores
smooth transitions
believable subsurface scattering
zero plastic look
✔ Material Skin (leather, eco‑leather, latex) correct roughness
controlled reflections
no fake gloss
✔ Metals (chrome, steel, polished surfaces) clean highlights
physically plausible reflections
realistic micro‑scratches and imperfections
✔ Glass accurate refractions
clean transparency
zero artifacts
natural optical distortion
✔ Eyes complex, layered iris
clean reflections
natural sclera shading
no “glassy” effect
✔ Hair defined strands
natural volume
clean texture
✔ Fabrics readable weave
realistic fibers
natural folds
⚙️ Recommended Strength 0.7 – 0.85 → general use, maximum naturalness
0.85 – 1.0 → maximum impact on materials and micro‑detail
Trigger word: physioshade Compatibility: Zimage Turbo only
🧪 Prompt Showcase Realistic Portrait (skin + eyes + hair) physioshade, ultra realistic portrait, natural skin texture, sharp eyes, realistic hair strands, soft daylight, photorealistic
Backlight + Metal (earrings, leather) physioshade, cinematic portrait with warm golden backlight, white gold earrings with sharp rim highlights, natural skin texture, realistic hair glow
Macro Eye physioshade, extreme macro close-up of a human eye, ultra detailed iris, wet waterline, micro skin texture, 8k macro lens
Chrome / Steel physioshade, close-up of a polished chrome engine, sharp reflections, warm sunlight, detailed textures, photorealistic
Glass + Flowers physioshade, glass vase with fresh flowers on a glass table, realistic refractions, soft natural light, detailed petals and stems
📌 Technical Notes Trained exclusively on Zimage Turbo
Does not alter style or color palette
No artifacts on skin or materials
Optimized for micro‑texture and physically complex surfaces
Stable, predictable behavior
⭐ Why PhysioShade Is Different Because it doesn’t “decorate” the image — it understands it.
PhysioShade behaves like a physical shading module, not an aesthetic LoRA. It’s built for creators who want clean, professional, believable detail.
Trigger words
You should use physioshade to trigger the image generation.
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Model tree for jarod2212/PhysioShade_ZIT
Base model
Tongyi-MAI/Z-Image-Turbo