1. Workflow Overview

This is an advanced workflow specifically designed to:

• Reduce "AI-artifact" in generated images

• Enhance fine details through dual-path processing

• Support FLUX model's fp8 computation

• Provide visual parameter tuning

2. Core Models

3. Key Components

Critical Nodes:

1. DetailDaemonSamplerNode

   • Function: Dynamic detail control

   • Key params: detail_amount=0.2, bias=0.4

   • Install via: ComfyUI Manager

2. CLIPTextEncodeFlux

   • Feature: Dual-text encoder fusion

   • Requires both CLIP-L and T5-XXL

3. SamplerCustomAdvanced

   • Advantage: Sigma-curve control

   • Default: euler sampler, 20 steps

4. Workflow Structure

graph LR
    A[Prompt] --> B(Dual Encoding)
    B --> C[Base Generation]
    B --> D[Detail Enhancement]
    C --> E[Standard Output]
    D --> F[Enhanced Output]

5. Input/Output

Input:

{
    "prompt": "Multi-view description",
    "seed": 926489010812343,
    "detail_strength": 0.2
}

Output:

• Two image versions with/without detail enhancement

6. Pro Tips

1. For natural results:

   • Set bias=0.3~0.6

   • Use exponent=0.7 for smooth transition

2. When encountering issues:

   • Black images → Verify FLUX model files

   • VRAM overload → Disable real-time preview