EvaluationBedrockModel

Contains the ARN of the Amazon Bedrock model or inference profile specified in your evaluation job. Each Amazon Bedrock model supports different inferenceParams. To learn more about supported inference parameters for Amazon Bedrock models, see Inference parameters for foundation models.

The inferenceParams are specified using JSON. To successfully insert JSON as string make sure that all quotations are properly escaped. For example, "temperature":"0.25" key value pair would need to be formatted as \"temperature\":\"0.25\" to successfully accepted in the request.

modelIdentifier

The ARN of the Amazon Bedrock model or inference profile specified.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 2048.

Pattern: ^(arn:aws(-[^:]+)?:bedrock:[a-z0-9-]{1,20}:((:foundation-model/[a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}([.:]?[a-z0-9-]{1,63}))|([0-9]{12}:provisioned-model/[a-z0-9]{12})|([0-9]{12}:imported-model/[a-z0-9]{12})|([0-9]{12}:application-inference-profile/[a-z0-9]{12})|([0-9]{12}:inference-profile/(([a-z-]{2,8}.)[a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}([.:]?[a-z0-9-]{1,63})))|([0-9]{12}:default-prompt-router/[a-zA-Z0-9-:.]+)))|(([a-z]{2}[.]{1})([a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}([.:]?[a-z0-9-]{1,63})))|([a-z0-9-]{1,63}[.]{1}[a-z0-9-]{1,63}([.:]?[a-z0-9-]{1,63}))|arn:aws(-[^:]+)?:sagemaker:[a-z0-9-]{1,20}:[0-9]{12}:endpoint/[a-z0-9-]{1,63}$

Required: Yes

inferenceParams

Each Amazon Bedrock support different inference parameters that change how the model behaves during inference.

For code examples that demonstrate how to use the inferenceParams parameter, see Create a model evaluation job in Amazon Bedrock.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 1023.

Required: No

performanceConfig

Specifies performance settings for the model or inference profile.

Type: PerformanceConfiguration object

Required: No

EvaluationBedrockModel

Contents

See Also