Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PreferenceOptimizationSpec

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 Preference Optimization.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1PreferenceOptimizationSpec

Returns a new instance of GoogleCloudAiplatformV1PreferenceOptimizationSpec.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30180

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 Preference Optimization and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for Preference Optimization. Default is false. Corresponds to the JSON property exportLastCheckpointOnly

Returns:

  • (Boolean) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30160

def export_last_checkpoint_only
  @export_last_checkpoint_only
end

#hyper_parameters ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PreferenceOptimizationHyperParameters

Hyperparameters for Preference Optimization. Corresponds to the JSON property hyperParameters

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30166

def hyper_parameters
  @hyper_parameters
end

#training_dataset_uri ⇒ String

Required. Cloud Storage path to file containing training dataset for preference optimization tuning. The dataset must be formatted as a JSONL file. Corresponds to the JSON property trainingDatasetUri

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30172

def training_dataset_uri
  @training_dataset_uri
end

#validation_dataset_uri ⇒ String

Optional. Cloud Storage path to file containing validation dataset for preference optimization tuning. The dataset must be formatted as a JSONL file. Corresponds to the JSON property validationDatasetUri

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30178

def validation_dataset_uri
  @validation_dataset_uri
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 30185

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