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/NeuroSpin_ZIT")
prompt = "-"
image = pipe(prompt).images[0]NeuroSpin_Female Cyborg LORA Z-Image turbo
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Model description
NeuroSpin ZIT — Technical Specification Sheet
- Model Description NeuroSpin ZIT is a LoRA optimized for ZImage Turbo, designed to generate realistic female cyborgs with consistent metallic materials, armor structures, and mechanical components.
The model ensures:
morphological consistency
stable anatomy
coherent cyborg design
predictable lighting behavior
controlled activation via trigger
Important note: Although the dataset always included the helmet, the model is fully capable of generating helmet‑free outputs while preserving cyborg morphology and design consistency.
- Trigger Word Mandatory trigger:
nspin
- Dataset Structure Dataset includes:
Portraits and half‑body shots
3 ethnic groups: Asian, Caucasian, African
3 armor variants: white, silver, black
Helmet with tubes/cables connected to the back
Multiple lighting setups: studio, rim light, neon, high contrast
Controlled backgrounds: neutral, tech, dark gradients
- Operating Modes Realistic Mode (default)
Activated by: nspin
Modern Anime / Anime Style Modes (forced)
Activated by adding immediately after the trigger:
anime style
modern anime
anime illustration (maximum forcing)
The cyborg subject is preserved only if explicitly stated in the prompt.
- Reference Prompts Realistic
Codi
nspin, female cyborg, silver armor, half-body, helmet with cables, soft studio light, high-detail realism Modern Anime
Codice
nspin modern anime, female cyborg, sci-fi armor, stylized shading, vibrant colors Anime Style
Codic
nspin anime style, female cyborg, cel shading, bold outlines, flat colors 6. Recommended Settings Sampler: res_multisteps
Scheduler: simple
Steps: 4–8
CFG: 3.5–5.0 (realistic) / 6–10 (anime)
- Known Limitations Anime style requires explicit keywords
Without “cyborg”, anime mode may produce generic anime characters
Helmet is optional in output
Example Prompts:
REALISTIC PORTRAIT — nspin, female cyborg, portrait, silver armor, helmet with cables, soft studio lighting, synthetic skin, metallic reflections, high-detail plating, neutral background
REALISTIC HALF-BODY — nspin, female cyborg, half-body, black armor, helmet with spine tubes, dramatic rim light, polished dark plating, high-detail realism, tech background
REALISTIC NO-HELMET — nspin, female cyborg, half-body, white armor, no helmet, visible mechanical connectors, soft studio light, clean reflections, realistic sci-fi materials
MODERN ANIME — nspin modern anime, female cyborg, silver armor, stylized shading, vibrant colors, anime facial structure, clean lineart, sci-fi background
ANIME STYLE — nspin anime style, female cyborg, sci-fi armor, cel shading, bold outlines, flat colors, stylized eyes, simplified lighting, japanese animation aesthetic
ANIME ILLUSTRATION (FORCED) — nspin anime illustration, female cyborg, no helmet, mechanical details, cel shaded armor, thick lineart, flat color blocks, 2D anime rendering
Trigger words
You should use nspin to trigger the image generation.
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Model tree for jarod2212/NeuroSpin_ZIT
Base model
Tongyi-MAI/Z-Image-Turbo