Reference · Glossary

LoRA

Custom tone, domain style, or task format when you have example data but not a huge GPU budget.

#When to use

Custom tone, domain style, or task format when you have example data but not a huge GPU budget.

#When not to

Teaching the model new factual knowledge at scale — **RAG** is usually cheaper and easier to update.

#Example

LoRA on 500 support email pairs to match your brand voice — without retraining billions of parameters.