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ComfyUI ASPLatent Node Visual Mockup

Node Appearance in ComfyUI Interface

┌──────────────────────────────────────────┐
│            🎯 ASP Latent Generator        │
├──────────────────────────────────────────┤
│                                          │
│  Model Type:     [Flux        ▼]         │
│                                          │
│  Aspect Ratio:   [16:9        ▼]         │
│                                          │
│  Orientation:    [Portrait    ▼]         │
│                                          │
│  Multiplier:     [1.0        ] 📏        │
│                                          │
│  Batch Size:     [1          ] 📦        │
│                                          │
├──────────────────────────────────────────┤
│                                          │
│  📊 Resolution Preview: 928 × 1664       │
│                                          │
│                             ●─── LATENT │
└──────────────────────────────────────────┘

Input Field Details

Model Type Dropdown

┌─────────────────┐
│ Flux           │
│ Qwen Image     │
│ SDXL           │
└─────────────────┘

Aspect Ratio Dropdown

┌─────────────────┐
│ 1:1 (Square)   │
│ 4:3 (Classic)  │
│ 3:2 (Photo)    │
│ 16:9 (Wide)    │
│ 21:9 (Cinema)  │
└─────────────────┘

Orientation Dropdown

┌─────────────────┐
│ Portrait       │ ← Default
│ Landscape      │
└─────────────────┘

Interactive Features

  1. Dynamic Resolution Preview: Shows calculated width × height in real-time
  2. Model-Aware Tooltips: Hover hints showing optimal use cases for each model
  3. Validation Indicators: Visual feedback for valid/invalid multiplier values
  4. Smart Defaults: Automatically selects portrait orientation and 1.0 multiplier

Node Color Scheme

  • Header: Gradient from purple to blue (#6B46C1 → #3B82F6)
  • Background: Dark gray (#374151)
  • Text: Light gray (#F3F4F6)
  • Inputs: Dark blue accent (#1E3A8A)
  • Output: Green accent (#059669)

Workflow Integration Example

┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
│   ASP Latent    │    │   KSampler      │    │  VAE Decode     │
│   Generator     │────│                 │────│                 │
│                 │    │                 │    │                 │
│ Model: Flux     │    │                 │    │                 │
│ Ratio: 16:9     │    │                 │    │                 │
│ Orient: Portrait│    │                 │    │                 │
│ Multi: 1.0      │    │                 │    │                 │
└─────────────────┘    └─────────────────┘    └─────────────────┘

Real-time Preview Examples

Flux Model Selected

Model: Flux → Aspect: 16:9 → Portrait → Multi: 1.0
📊 Resolution Preview: 768 × 1344

Qwen Model Selected

Model: Qwen → Aspect: 4:3 → Portrait → Multi: 1.5
📊 Resolution Preview: 1710 × 2208 (adjusted to multiples of 32)

SDXL Model Selected

Model: SDXL → Aspect: 1:1 → Landscape → Multi: 0.5
📊 Resolution Preview: 512 × 512