import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Zimage-Turbo", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("jarod2212/Ebony_Vogue_ZIT")
prompt = "-"
image = pipe(prompt).images[0]Ebony_Vogue_ZIT
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Model description
Ebony Vogue_Z is a high‑end SDXL LoRA designed for editorial‑grade Afro‑realistic portraits and half‑body photography. It excels at producing smooth dark skin, precise makeup, natural or braided hairstyles, and fashion‑forward outfits with exceptional consistency.
This LoRA was engineered for creators who want premium beauty shots, fashion imagery, and dynamic poses without drift, artifacts, or instability.
🔥 Performance & Behavior Optimal strength: 0.7 – 1.0
0.7 → Best for dynamic poses, full scenes, mixed lighting, or when blending with other LoRAs.
1.0 → Maximum identity strength, perfect for close‑ups, beauty portraits, and editorial shots.
Above 1.0 → Not recommended; may introduce stiffness in facial structure.
🎨 What This LoRA Can Do Hair Variations Natural afro
Braids / box braids
Curly / coily
Short natural
Pulled‑up afro styles
Outfit Range Fashion / editorial
Casual
Sportive / athleisure
Streetwear
Elegant evening looks
Lighting Compatibility Warm indoor
Cool studio
Natural daylight
Cinematic contrast
Soft beauty lighting
Strengths Ultra‑clean skin texture
Stable identity across poses
Excellent hands and gestures
Works flawlessly with Zimage Turbo (steps 9, cfg 1, multisteps ON)
No drift, no artifacts, no facial collapse
⚠️ Limitations Above 1.0 the face may become slightly rigid.
Extremely dark scenes may reduce hair detail.
Not intended for anime, cartoon, or stylized outputs.
📦 PROMPT PACK Exaples:
ezvreal, close-up portrait of a black woman, flawless dark skin, glossy red lips, purple smokey eyeshadow, elegant soft studio lighting, high-end beauty photography, sharp details, premium editorial look
ezvreal, close-up portrait, black woman with natural afro, warm soft light, minimal makeup, smooth skin texture, cinematic depth, shallow depth of field, clean background, realistic tones
ezvreal, half body, black woman wearing an elegant black dress, confident pose, soft studio light, high-fashion aesthetic, detailed fabric texture, editorial photography, clean background
ezvreal, half body, black woman in modern athletic outfit, toned physique, gym lighting, dynamic pose, realistic skin highlights, premium fitness photography, crisp details
ezvreal, half body, black woman in streetwear outfit (hoodie and jeans), urban daylight, relaxed pose, lifestyle photography, natural shadows, realistic textures
Trigger words
You should use ezvreal to trigger the image generation.
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