Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FullFineTuningSpec

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

Tuning Spec for Full Fine Tuning.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1FullFineTuningSpec

Returns a new instance of GoogleCloudAiplatformV1beta1FullFineTuningSpec.



23003
23004
23005
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 23003

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

Instance Attribute Details

#hyper_parameters ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SupervisedHyperParameters

Hyperparameters for SFT. Corresponds to the JSON property hyperParameters

Returns:



22987
22988
22989
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22987

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) 


22994
22995
22996
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 22994

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) 


23001
23002
23003
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 23001

def validation_dataset_uri
  @validation_dataset_uri
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



23008
23009
23010
23011
23012
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 23008

def update!(**args)
  @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