AIF-C01 Fundamentals of generative AI MEDIUM
PRODUCTION SCENARIO
A publisher fine-tuned a model in Amazon Bedrock to generate headlines. The custom model will serve a few hundred requests a day in unpredictable bursts. The company does not want to pay for idle dedicated capacity.

Which solution will meet these requirements?

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Answer: Create a custom model deployment and invoke it for on-demand inference.

Amazon Bedrock offers two ways to run a custom model: Provisioned Throughput, which reserves dedicated capacity billed by the hour, or a custom model deployment for on-demand inference, which bills only for what is used and needs no provisioned compute. Low, bursty traffic favors the on-demand deployment.
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