Table of Contents

Supported to generated contents by Claude Sonnet 4.

Better LoRA Token Length in Stable Diffusion Prompts

The fewer tokens for LoRA (Low-Rank Adaptation) trigger words in Stable Diffusion prompts, the better the performance.

  • 1 token:
    • Lower learning complexity
    • More efficient training
    • Probably conflict to other tokens which means existing concepts
  • 2 tokens:
    • Balanced learning complexity
    • Moderate training efficiency
    • Reduced conflict with existing concepts
  • 3 tokens or more:
    • Higher learning complexity
    • Less efficient training
    • Fewer conflicts with existing concepts