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aws sagemaker create-model-package

Creates a model package that you can use to create SageMaker models or list on Amazon Web Services Marketplace, or a versioned model that is part of a model group. AWS CLI reference

25 options Its page in the AWS CLI reference

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Options

25 in the AWS CLI reference
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--additional-inference-specificationsAn array of additional Inference Specification objects.
--certify-for-marketplaceWhether to certify the model package for listing on Amazon Web Services Marketplace.
--client-tokenA unique token that guarantees that the call to this API is idempotent.
--customer-metadata-propertiesThe metadata properties associated with the model package versions.
--domainThe machine learning domain of your model package and its components.
--drift-check-baselinesRepresents the drift check baselines that can be used when the model monitor is set using the model package.
--inference-specificationSpecifies details about inference jobs that you can run with models based on this model package, including the following information: The Amazon ECR paths of containers that contain the inference code and model artifacts.
--managed-storage-typeThe storage type of the model package.
--metadata-propertiesMetadata properties of the tracking entity, trial, or trial component.
--model-approval-statusWhether the model is approved for deployment.
--model-cardThe model card associated with the model package.
--model-life-cycleA structure describing the current state of the model in its life cycle.
--model-metricsA structure that contains model metrics reports.
--model-package-descriptionA description of the model package.
--model-package-group-nameThe name or Amazon Resource Name (ARN) of the model package group that this model version belongs to.
--model-package-nameThe name of the model package.
--model-package-registration-typeThe package registration type of the model package input.
--sample-payload-urlThe Amazon Simple Storage Service (Amazon S3) path where the sample payload is stored.
--security-configThe KMS Key ID (KMSKeyId) used for encryption of model package information.
--skip-model-validationIndicates if you want to skip model validation.
--source-algorithm-specificationDetails about the algorithm that was used to create the model package.
--source-uriThe URI of the source for the model package.
--tagsA list of key value pairs associated with the model.
--taskThe machine learning task your model package accomplishes.
--validation-specificationSpecifies configurations for one or more transform jobs that SageMaker runs to test the model package.