WAN 2.2 DUAL-LORA FUSION

Wan 2.2 Dual-LoRA Character & Style Fusion: Cross-Attention Identity Lock & Cyberpunk Directing

Verified community directing blueprint by UDP Custom. Engineered for production consistency, commercial advertising viability, and zero AI video slop.

DUAL-LORA

Block-Weighted CrossAttn

100% LOCK

Facial Bone Consistency

WAN 2.2

Cyberpunk Worldbuilding

$25,000

Virtual Idol Retainer

🔬 Engineering & Directing Architecture

Solving character identity collapse inside complex stylized worlds: how Wan 2.2 uses ComfyUI cross-attention block masking to decouple subject facial weights from heavy environment LoRAs, maintaining 100% facial consistency while fully absorbing neon cyberpunk aesthetics, wet street reflections, and volumetric smoke.

📋 Master Prompt & Directing Tokens

Click below to copy the full prompt payload for ComfyUI / Kling / Wan / Flux

[Wan 2.2 Decoupled Dual-LoRA Character Directing Architecture]
Core Model: Wan2.2_14B_I2V / Flow-Attention
LoRA Stack:
– LoRA A (Identity): Custom Hero Character (Rank 64, Block Weight: Self-Attention 1.0, Cross-Attention 0.15)
– LoRA B (Environment): Neo-Tokyo Cyberpunk Anamorphic (Rank 32, Block Weight: Self-Attention 0.10, Cross-Attention 0.90)
Master Conditioning: Cross-Attention Block Weight Masking via ComfyUI Advanced Control

Scene Directive:
A high-concept cyberpunk narrative sequence featuring the protagonist standing under torrential neon-lit rain in a bustling Shinjuku back-alley. The character’s facial bone structure, piercing hazel eyes, and distinctive cheek scar remain identical to keyframe reference. Holographic advertisements cast flickering cyan and magenta caustic reflections across their wet leather trench coat. Steam rises from sewer grates with authentic fluid dynamics.

Optical Parameters:
Lens: Panavision C-Series 50mm Anamorphic
Aperture: T1.4 with cinematic horizontal blue lens flares and oval bokeh
Camera: Slow push-in tracking dolly maintaining sharp focus on the actor’s intense gaze
Continuity: Zero facial melting, zero identity contamination, pristine skin pore texture under colored rim light.

Sampler Configuration:
Sampler: Euler A
Steps: 30
CFG Scale: 5.5
Identity LoRA Scale: 0.85
Style LoRA Scale: 0.70
Temporal Consistency Factor: 0.95

Universal Negative Prompt Constraints:

facial morphing, identity bleed, generic anime face, muddy textures, oversaturated plastic neon, rubbery skin, deformed hands, broken anatomy, frame judder.

📸 Case Study Validation Dossier

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