1. Workflow Overview

Specialized for seamless inpainting with:

• FLUX fp8 low-precision models

• Differential Diffusion for edge blending

• Dual CLIP encoders integration

• Built-in image comparison

2. Core Models

3. Key Components

Critical Nodes:

1. DifferentialDiffusion

   • Feature: Auto-edge blending

   • Default: No manual adjustment needed

2. FluxGuidance

   • Unique: FLUX-specific CFG control

   • Tip: Keep scale=30 for best results

4. Processing Flow

graph LR
    A[Masked Image] --> B(Aspect Ratio Fix)
    B --> C[Dual Encoding]
    C --> D[Diffusion Process]
    D --> E[Output Comparison]

5. I/O Specifications

Input:

{
    "mask": "Transparent PNG",
    "prompt": "English only",
    "resolution": "Auto-1024px"
}

Output:

• Interactive before/after slider

• Metadata-preserved output

6. Pro Tips

1. For perfect results:

   • Use feather-edged masks

   • Keep original lighting direction

2. When troubleshooting:

   • Color shifts → Verify VAE loading

   • Artifacts → Enable DifferentialDiffusion