From the course: AWS Certified Generative AI Developer - Professional (AIP-C01) Cert Prep

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Implementing provisioned throughput

Implementing provisioned throughput

From the course: AWS Certified Generative AI Developer - Professional (AIP-C01) Cert Prep

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Implementing provisioned throughput

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Implementing Provisioned Throughput, a hands-on tutorial. What happens when you take a language model endpoint that's struggling with latency spikes and transform it into a high-performance system that handles thousands of requests per minute with consistent response times? Today, you're going to see it happen right before your eyes. I'm going to take you step-by-step through implementing provisioned throughput for a language model, showing you exactly how to configure it, test it, monitor it, and optimize it. By the end of this video, you'll have the practical knowledge to implement provisioned throughput in your own projects and potentially save thousands in infrastructure costs while delivering better performance to your users. Now we're in Amazon Bedrock, and you can select under Inference and Assessment the provision throughput option. After selecting this, you can see the overview of it, and provision throughput allows you to have that dedicated capacity to deploy your models…

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