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Adapter (LoRA)

Last updated Jul 17, 2026

A **small trainable layer** bolted onto a frozen base model — cheaper than full fine-tuning.

On this page

  • When to use
  • When not to

#When to use

Style, tone, or format on stable facts — support macros, classification labels.

#When not to

Weekly-changing product docs — use RAG instead.

Learn by doing → Learn by doing →

Related terms

  • LoRA
  • Fine-tuning
  • PEFT
← All terms

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