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Bedrock  >  Structures  >  ModelConfiguration

ModelConfiguration

Structure Class

ModelConfiguration dataclass

Contains the configuration for a model used in an advanced prompt optimization job, including the model ID and inference parameters.

Attributes

additional_model_request_fields class-attribute instance-attribute 
additional_model_request_fields: dict[str, Document] | None = None

Additional model request fields. Use this to pass model-specific parameters that are not included in the standard inference configuration.

inference_config class-attribute instance-attribute 
inference_config: InferenceConfiguration | None = None

The inference configuration for the model, including parameters such as maximum tokens, temperature, and top-p.

model_id instance-attribute 
model_id: str

The model to use for optimization. The value depends on the resource that you use:

  • If you use a base model, specify the model ID or its ARN. For a list of model IDs, see Models at a glance in the Amazon Bedrock User Guide.

  • If you use a cross-Region (system-defined) inference profile, specify the inference profile ID or its ARN. For a list of inference profile IDs, see Supported Regions and models for inference profiles in the Amazon Bedrock User Guide.

  • If you use an application inference profile, specify its full ARN, including the account ID and Region.