Rishabh Ray Chaudhury

Amazon SageMaker’s inference optimization toolkit helps reduce how long it takes to optimize foundation models and achieve the best price performance for your use case.

Many customers have ML applications with intermittent or unpredictable traffic patterns. Rather than provision for peak capacity up front, which can result in idle capacity or the need to build complex workflows to shut down idle instances, you can now use Amazon SageMaker serverless inference.