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LATHICAI Glossary

Generative AI & LLMs

Classifier-free guidance

A technique for adjusting how strongly AI-created material follows the written request.

Example

An image tool changes how closely the picture follows a written request.

Why people use it

It helps adjust how closely generated content follows the request.

What you'll hear

“Make it follow the prompt more closely.”

What this means for you

Try nearby settings and compare the pictures for distortions or missing details.

Can you control it?

Sometimes

Sometimes. Your choices depend on the tool and your access. The settings available to an everyday user may differ from those available to the people running it.

Common questions

Does changing guidance usually retrain the AI?
No. It typically changes how a result is made using an already trained system.
Does stronger guidance always improve the picture?
No. Pushing too hard can produce unnatural colors, shapes or other defects.
Will the same setting behave identically across tools?
No. Different systems can interpret the setting differently.

Related terms

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