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.



44906
44907
44908
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 44906

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:



44877
44878
44879
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 44877

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) 


44884
44885
44886
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 44884

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:



44890
44891
44892
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 44890

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) 


44897
44898
44899
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 44897

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) 


44904
44905
44906
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 44904

def validation_dataset_uri
  @validation_dataset_uri
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



44911
44912
44913
44914
44915
44916
44917
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 44911

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