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CmdID / aws / aws sagemaker

aws sagemaker create-ai-recommendation-job

Creates a recommendation job that generates intelligent optimization recommendations for generative AI inference deployments. AWS CLI reference

11 options Its page in the AWS CLI reference

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Options

11 in the AWS CLI reference
--adapter-sourceThe LoRA adapter source for the recommendation job.
--ai-recommendation-job-nameThe name of the AI recommendation job.
--ai-workload-config-identifierThe name or Amazon Resource Name (ARN) of the AI workload configuration to use for this recommendation job.
--compute-specThe compute resource specification for the recommendation job.
--inference-specificationThe inference framework configuration.
--model-sourceThe source of the model to optimize.
--optimize-modelWhether to allow model optimization techniques such as quantization, speculative decoding, and kernel tuning.
--output-configThe output configuration for the recommendation job, including the Amazon S3 location for results and an optional model package group where the optimized model is registered.
--performance-targetThe performance targets for the recommendation job.
--role-arnThe Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker AI to perform tasks on your behalf.
--tagsThe metadata that you apply to Amazon Web Services resources to help you categorize and organize them.