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AI product & model operations · Working

Fine-tuning

Also called: model fine tuning

ELI5

Adapt an existing model using more specific examples.

Used in conversation

“Fine-tuning improved domain terminology but increased maintenance cost.”

Definition

Further training of a pre-trained model on additional data for a narrower task or behaviour.

Here “Fine-tuning” means: Further training of a pre-trained model on additional data for a narrower task or behaviour.

Pitch context

You will see “Fine-tuning” in product strategy decks, roadmaps, experiments and architecture reviews when the discussion reaches ai product & model operations.

Why it matters: In ai product & model operations, the scope can change what data may be used, who may access it and which controls are required.

When the words have to travel

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Sources & evidence · 2

Direct term-level sources and supporting source families.