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Model Training & Adaptation

Optimizer

The algorithm that uses gradients to update a model's parameters.

Example

Adam adjusts model weights using gradients and a history of recent updates.

Why people use it

Teams use “Optimizer” when they need to adapt models deliberately and diagnose training problems.

What you'll hear

“Would Optimizer improve the model for our specific use case?”

Related terms