Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SupervisedTuningSpec

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Overview

Tuning Spec for Supervised Tuning for first party models.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SupervisedTuningSpec

Returns a new instance of GoogleCloudAiplatformV1SupervisedTuningSpec.



47606
47607
47608
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 47606

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#evaluation_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1EvaluationConfig

Evaluation Config for Tuning Job. Corresponds to the JSON property evaluationConfig

Returns:



47577
47578
47579
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 47577

def evaluation_config
  @evaluation_config
end

#export_last_checkpoint_only ⇒ Boolean Also known as: export_last_checkpoint_only?

Optional. If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for SFT. Default is false. Corresponds to the JSON property exportLastCheckpointOnly

Returns:

  • (Boolean) 


47584
47585
47586
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 47584

def export_last_checkpoint_only
  @export_last_checkpoint_only
end

#hyper_parameters ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SupervisedHyperParameters

Hyperparameters for SFT. Corresponds to the JSON property hyperParameters

Returns:



47590
47591
47592
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 47590

def hyper_parameters
  @hyper_parameters
end

#training_dataset_uri ⇒ String

Required. Training dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset. Corresponds to the JSON property trainingDatasetUri

Returns:

  • (String) 


47597
47598
47599
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 47597

def training_dataset_uri
  @training_dataset_uri
end

#validation_dataset_uri ⇒ String

Optional. Validation dataset used for tuning. The dataset can be specified as either a Cloud Storage path to a JSONL file or as the resource name of a Vertex Multimodal Dataset. Corresponds to the JSON property validationDatasetUri

Returns:

  • (String) 


47604
47605
47606
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 47604

def validation_dataset_uri
  @validation_dataset_uri
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



47611
47612
47613
47614
47615
47616
47617
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 47611

def update!(**args)
  @evaluation_config = args[:evaluation_config] if args.key?(:evaluation_config)
  @export_last_checkpoint_only = args[:export_last_checkpoint_only] if args.key?(:export_last_checkpoint_only)
  @hyper_parameters = args[:hyper_parameters] if args.key?(:hyper_parameters)
  @training_dataset_uri = args[:training_dataset_uri] if args.key?(:training_dataset_uri)
  @validation_dataset_uri = args[:validation_dataset_uri] if args.key?(:validation_dataset_uri)
end