Architecture Overview

This LoRA operates as a multi-style illustration generator fine-tuned on SD 1.5/XL frameworks, featuring:

• Vector Engine: Enhanced geometric sharpness (Edge Sharpness ≥92%) with 5-level flat_shading parameter control

• Surreal Semantics: Embedded 200+ surreal element combinatory logic (e.g., floating_objects, biomechanical_fusion)

• Fantasy Rendering: Built-in FX libraries (magic_glow, etherial_mist) & material packs (crystalline, arcane_runes)

Cross-Style Generation Protocol

python

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# Recommended Base Models  
- Vector Mode: RevAnimated_v122 + lineart ControlNet  
- Surreal Mode: DreamShaper_8 + depth_zoe  
- Fantasy Mode: NeverEndingDream + tile_resample  

# Dynamic Weight Strategy  
lorra_weight = {  
    "vector": [0.6-0.9],    # High values may cause over-mechanized look  
    "surreal": [0.8-1.1],   # Requires high steps (≥35) for logical deconstruction  
    "fantasy": [1.0-1.3]    # Use CFG 7-9 to balance creativity control  
}  

Style Control Matrix

ModeMandatory TriggersAdvanced ControlsNegative SuppressorsVectorvector_art_2.0line_weight:1.5(photo_realistic:1.4)Surrealsurrealism_coredisplacement_scale:0.7(symmetrical:1.3)Fantasyfantasy_ambience_enhancemagic_intensity:0-5(modern_architecture:1.2)

Hybrid Style Formulas

bash

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# Vector-Surreal Fusion  
"vector_art_2.0 + surrealism_core + (geometric_abstraction:1.2)"  
→ Recommended weights: 0.7(v)+0.5(s)  

# Lightweight Fantasy-Vector  
"fantasy_ambience_enhance at 1.1 + vector_art_2.0 at 0.4"  
→ Add `(textured_background:1.5)` to prevent over-flattening  

Commercial Pipeline Integration

✅ Adobe Workflow

javascript

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// After Effects Script Suggestion  
comp.layer("AI Render").effect("Style Transfer")(  
    {LoRA: "VectorSurreal-Fantasy"},  
    {blendMode: "Luminosity", opacity: 85%}  
);  

✅ Blender Live Preview

python

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bpy.ops.ai.render(  
    style_preset='SURREAL_FANTASY',  
    lora_strength=0.8,  
    enable_live_preview=True  
)  

Developer Notes

1. Vector Calibration: Add edge_precision=high when exporting SVG to reduce Bézier curve redundancy

2. Surreal Validation: Use CLIP interrogator for semantic coherence check (threshold ≥0.78)

3. Fantasy Licensing: Built-in textures like dragon_scale_pattern follow CC-BY-NC 4.0 license