ComfyUI.org

Transform Portraits into Steampunk Masterpieces with IPAdapter Technology

CN
ComfyUI.org
2025-05-29 05:58:02

1. Workflow Purpose

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This pipeline performs photography style transfer, converting portrait photos (e.g. 1girl) into steampunk style. It leverages IPAdapter technology to preserve original composition while injecting style features from reference images.

2. Technical Highlights

  • DualCLIPLoader:
    Simultaneously loads clip_l and t5xxl text encoders
    ▶ Required for Flux model compatibility

  • ConditioningZeroOut (Node 90):
    Clears negative prompt interference
    ▶ Critical for style-focused generation

  • VAEEncode+Decode:
    Uses lightweight ae.sft VAE for faster processing

3. Node Connections

Key Data Flow:
LoadImage → ImageScaleByAspectRatio → IPAdapter → KSampler → VAEDecode

4. Performance Tips

🔥 Recommended Settings:

  • GPU VRAM ≥12GB for 1536px generation

  • Enable fp8_e4m3fn precision mode

  • Use --xformers for 20% speed boost

5. Customization Guide

To change style:

  1. Replace reference image in Node 96

  2. Modify 1girl prompt in Node 87

  3. Adjust IPAdapter weight in Node 99

6. Expected Output

Example Result Characteristics:

  • Retains original facial features

  • Adds steampunk elements (gears/brass)

  • 1024x1536 resolution PNG with metadata

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