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.



36309
36310
36311
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 36309

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

Instance Attribute Details

#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) 


36287
36288
36289
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 36287

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:



36293
36294
36295
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 36293

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) 


36300
36301
36302
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 36300

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) 


36307
36308
36309
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 36307

def validation_dataset_uri
  @validation_dataset_uri
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



36314
36315
36316
36317
36318
36319
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 36314

def update!(**args)
  @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