NOTE: Use it at around 0.5 weight. It is overtrained and has 'learnt a lot of graininess from the data', the higher weights will bring those 'bad habits' out.

Professional fashion photography LoRA capturing the distinctive visual style of Guy Aroch, renowned fashion and portrait photographer known for his cinematic editorial work and signature warm, atmospheric aesthetic.

About Guy Aroch

Guy Aroch is a celebrated fashion photographer whose work appears in leading fashion publications. His photography is characterized by dreamy, filmic quality with muted vintage tones, soft natural lighting, and intimate atmospheric depth that elevates fashion editorials to fine art.

Key Features

Color Grading:

Warm, muted vintage saturation with cinematic color palettes
Complementary teal-orange tones and soft color transitions
Filmic grading with desaturated, nostalgic aesthetic

Lighting:

Soft diffused natural light with gentle shadows
Low-contrast, even illumination
Golden hour warmth and atmospheric softness

Composition:

Shallow depth of field with professional framing
Editorial-quality poses with dynamic movement
Intimate, moody atmosphere

Technical Quality:

Clean, professional outputs optimized at 0.5-0.6 weight
Zero grain or artifacts
Consistent style across environments (studio, beach, urban, interior)

Training Methodology

This LoRA was trained using visual style tagging only - focusing exclusively on photography techniques, lighting, color grading, and composition. No subject likeness or facial features were trained. The model learned Guy Aroch's photographic signature through detailed technical captions describing:

Color temperature and palette choices
Lighting type, direction, and quality
Camera angles and framing techniques
Texture details and atmospheric mood
Fashion styling and environmental context

Training Specs:

Base Model: Z-Image Turbo
Dataset: 100+ high-resolution fashion portraits
Network Rank: 32 (optimized for clean outputs)
Training Platform: ModelScope with Qwen VL captioning

Usage

Trigger Word: aroch_style

Recommended Settings:

LoRA Weight: 0.5-0.6 (critical for clean outputs)

CFG Scale: 1.0-1.5

Steps: 8 (optimized for Z-Image Turbo)

Best For:

Fashion editorials and portraits
Lifestyle and beach photography
Golden hour and natural light scenes
Moody studio portraits
Urban street fashion
Intimate, atmospheric compositions

Example Prompt:

fashion editorial portrait, aroch_style, model in blue bikini standing in doorway, soft diffused natural light, warm golden tones with muted vintage saturation, shallow depth of field, tousled blonde hair, cinematic color grading

Important Notes

✅ DO USE FOR:

Fashion photography in any environment
Portrait work with natural or studio lighting
Editorial and commercial projects
Style transfer to different subjects/settings

❌ DON'T EXPECT:

Subject likeness replication (not trained on faces)
Exact pose copying (learns style, not composition templates)
Heavy style application above 0.6 weight (causes grain)

Testing Results

Validated across diverse scenarios:

✅ Beach/golden hour environments
✅ Studio dramatic lighting
✅ Urban street settings
✅ Interior/retro-modern spaces
✅ Close-up beauty portraits
✅ Full-body fashion shots

All scenarios produce clean, professional results at 0.5 weight with consistent Guy Aroch aesthetic.

Technical Support

This model has received technical support from ModelScope, i.e. it has been trained from scratch using the tools and infrastructure provided by ModelScope platform.

Credits

Photography Style: Guy Aroch
LoRA Training: Custom implementation
Platform: ModelScope (Qwen VL captioning, training infrastructure)
Optimization: Tested and validated for Z-Image Turbo

License & Ethics

This LoRA is trained solely for educational and creative purposes. It replicates photographic style and technique, not individual identity. Users are responsible for ethical and legal use of generated images.

Guy Aroch Style ZIT - v15