Class: Aws::Bedrock::Types::CreateModelCustomizationJobRequest

Inherits:

Struct

• Object
• Struct
• Aws::Bedrock::Types::CreateModelCustomizationJobRequest

Includes:

Structure

Defined in:

lib/aws-sdk-bedrock/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #base_model_identifier ⇒ String

  Name of the base model.

• #client_request_token ⇒ String

  A unique, case-sensitive identifier to ensure that the API request completes no more than one time.

• #custom_model_kms_key_id ⇒ String

  The custom model is encrypted at rest using this key.

• #custom_model_name ⇒ String

  A name for the resulting custom model.

• #custom_model_tags ⇒ Array<Types::Tag>

  Tags to attach to the resulting custom model.

• #customization_config ⇒ Types::CustomizationConfig

  The customization configuration for the model customization job.

• #customization_type ⇒ String

  The customization type.

• #hyper_parameters ⇒ Hash<String,String>

  Parameters related to tuning the model.

• #job_name ⇒ String

  A name for the fine-tuning job.

• #job_tags ⇒ Array<Types::Tag>

  Tags to attach to the job.

• #output_data_config ⇒ Types::OutputDataConfig

  S3 location for the output data.

• #role_arn ⇒ String

  The Amazon Resource Name (ARN) of an IAM service role that Amazon Bedrock can assume to perform tasks on your behalf.

• #training_data_config ⇒ Types::TrainingDataConfig

  Information about the training dataset.

• #validation_data_config ⇒ Types::ValidationDataConfig

  Information about the validation dataset.

• #vpc_config ⇒ Types::VpcConfig

  The configuration of the Virtual Private Cloud (VPC) that contains the resources that you’re using for this job.

Instance Attribute Details

#base_model_identifier ⇒ String

Name of the base model.

Returns:

• (String)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#client_request_token ⇒ String

A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see [Ensuring idempotency].

**A suitable default value is auto-generated.** You should normally not need to pass this option.

[1]: docs.aws.amazon.com/AWSEC2/latest/APIReference/Run_Instance_Idempotency.html

Returns:

• (String)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#custom_model_kms_key_id ⇒ String

The custom model is encrypted at rest using this key.

Returns:

• (String)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#custom_model_name ⇒ String

A name for the resulting custom model.

Returns:

• (String)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#custom_model_tags ⇒ Array<Types::Tag>

Tags to attach to the resulting custom model.

Returns:

• (Array<Types::Tag>)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#customization_config ⇒ Types::CustomizationConfig

The customization configuration for the model customization job.

Returns:

• (Types::CustomizationConfig)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#customization_type ⇒ String

The customization type.

Returns:

• (String)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#hyper_parameters ⇒ Hash<String,String>

Parameters related to tuning the model. For details on the format for different models, see [Custom model hyperparameters].

[1]: docs.aws.amazon.com/bedrock/latest/userguide/custom-models-hp.html

Returns:

• (Hash<String,String>)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#job_name ⇒ String

A name for the fine-tuning job.

Returns:

• (String)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#job_tags ⇒ Array<Types::Tag>

Tags to attach to the job.

Returns:

• (Array<Types::Tag>)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#output_data_config ⇒ Types::OutputDataConfig

S3 location for the output data.

Returns:

• (Types::OutputDataConfig)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of an IAM service role that Amazon Bedrock can assume to perform tasks on your behalf. For example, during model training, Amazon Bedrock needs your permission to read input data from an S3 bucket, write model artifacts to an S3 bucket. To pass this role to Amazon Bedrock, the caller of this API must have the ‘iam:PassRole` permission.

Returns:

• (String)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#training_data_config ⇒ Types::TrainingDataConfig

Information about the training dataset.

Returns:

• (Types::TrainingDataConfig)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#validation_data_config ⇒ Types::ValidationDataConfig

Information about the validation dataset.

Returns:

• (Types::ValidationDataConfig)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#vpc_config ⇒ Types::VpcConfig

The configuration of the Virtual Private Cloud (VPC) that contains the resources that you’re using for this job. For more information, see [Protect your model customization jobs using a VPC].

[1]: docs.aws.amazon.com/bedrock/latest/userguide/vpc-model-customization.html

Returns:

• (Types::VpcConfig)

# File 'lib/aws-sdk-bedrock/types.rb', line 4037

class CreateModelCustomizationJobRequest < Struct.new(
  :job_name,
  :custom_model_name,
  :role_arn,
  :client_request_token,
  :base_model_identifier,
  :customization_type,
  :custom_model_kms_key_id,
  :job_tags,
  :custom_model_tags,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :hyper_parameters,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end