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How to optimize the effect of image-generated cue words?

2025-08-25 1.4 K
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Cue word optimization methodology

Precise control is achieved by combining structured parameters through UserAPI.ai's intelligent assistance functions:

  • templated instruction: Follow the five-element structure of [subject] + [scene] + [style] + [details] + [technical parameters] (example: "Astronauts + Martian sunset + sci-fi illustration + 4K details + cinematic lighting")
  • Reverse engineering tools: Upload reference images using the /describe interface, automatically parsing high-quality cue words
  • Dynamic adjustment function: Progressive optimization via vary-region local modification of cue words

practical skill

  • Style keyword: add "trending on artstation" to enhance artistry
  • Technical parameters: Use "-v 5″ to specify the model version.
  • Exclude elements: filter unwanted content with the "-no" parameter
  • Weighting control: prioritization of elements with ":::" notation

advanced program

Establish enterprise-level cue word library, determine the optimal parameter combination with A/B testing, and batch verify the effect of different cues through API.

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