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

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb

Overview

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#base_model_identifier ⇒ String

Name of the base model.

Returns:

  • (String) 


401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  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.

Returns:

  • (String) 


401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  SENSITIVE = []
  include Aws::Structure
end

#custom_model_kms_key_id ⇒ String

The custom model is encrypted at rest using this key.

Returns:

  • (String) 


401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  SENSITIVE = []
  include Aws::Structure
end

#custom_model_name ⇒ String

A name for the resulting custom model.

Returns:

  • (String) 


401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  SENSITIVE = []
  include Aws::Structure
end

#custom_model_tags ⇒ Array<Types::Tag>

Tags to attach to the resulting custom model.

Returns:



401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  SENSITIVE = []
  include Aws::Structure
end

#customization_type ⇒ String

The customization type.

Returns:

  • (String) 


401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  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.

Returns:

  • (Hash<String,String>) 


401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  SENSITIVE = []
  include Aws::Structure
end

#job_name ⇒ String

A name for the fine-tuning job.

Returns:

  • (String) 


401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  SENSITIVE = []
  include Aws::Structure
end

#job_tags ⇒ Array<Types::Tag>

Tags to attach to the job.

Returns:



401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  SENSITIVE = []
  include Aws::Structure
end

#output_data_config ⇒ Types::OutputDataConfig

S3 location for the output data.

Returns:



401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  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) 


401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  SENSITIVE = []
  include Aws::Structure
end

#training_data_config ⇒ Types::TrainingDataConfig

Information about the training dataset.

Returns:



401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  SENSITIVE = []
  include Aws::Structure
end

#validation_data_config ⇒ Types::ValidationDataConfig

Information about the validation dataset.

Returns:



401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  SENSITIVE = []
  include Aws::Structure
end

#vpc_config ⇒ Types::VpcConfig

VPC configuration (optional). Configuration parameters for the private Virtual Private Cloud (VPC) that contains the resources you are using for this job.

Returns:



401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
 
# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/types.rb', line 401

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)
  SENSITIVE = []
  include Aws::Structure
end