【新品发布】使用 Amazon SageMaker AI 定制 AI 模型并加快生产部署速度.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A I M 3 3 3 9Customize FMs&accelerate time to production with Amazon SageMaker AIEric PeaPrincipal Product ManagerAmazon SageMaker AWSLauren MullennexSr WW Specialis

2、t SA-GenAI WWSO Generative AIAWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2Xgrowth rateSpending growth per AI model type(2024-2025)Source:Gartner,July 2025 report279%141%Customized modelsOff-the-shelf models 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved

3、.Why custom AI models?Domain-specific accuracy and performanceCost performance optimizationData security and complianceSustainable product differentiation 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The challenges of model customizationModel customization complexityEnd-to-end

4、workflow orchestrationFrom use case From use case to to specificationspecificationInfrastructure setup complexity 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Model customization workflowG OV E R N A N C E|R E S P O N S I B L E A IDefine goals andevaluation criteriaGather and p

5、repare dataset Customize and evaluate modelsDeploy modelIterate towards your goals 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Model customization workflowG OV E R N A N C E|R E S P O N S I B L E A IDefine goals andevaluation criteriaGather and prepare dataset Customize and ev

6、aluate modelsDeploy modelIterate towards your goals 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Move from business use case to model customization specification using natural language interactionAVAILABLE IN PREVIEWNEWSageMaker Model Customization Agent 2025,Amazon Web Service