Google Cloud Ai Platform V1 Client - Class SupervisedTuningSpec (1.7.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class SupervisedTuningSpec.

Tuning Spec for Supervised Tuning for first party models.

Generated from protobuf message google.cloud.aiplatform.v1.SupervisedTuningSpec

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
Name Description
data array

Optional. Data for populating the Message object.

↳ training_dataset_uri string

Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.

↳ validation_dataset_uri string

Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.

↳ hyper_parameters Google\Cloud\AIPlatform\V1\SupervisedHyperParameters

Optional. Hyperparameters for SFT.

getTrainingDatasetUri

Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.

Returns
Type Description
string

setTrainingDatasetUri

Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.

Parameter
Name Description
var string
Returns
Type Description
$this

getValidationDatasetUri

Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.

Returns
Type Description
string

setValidationDatasetUri

Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.

Parameter
Name Description
var string
Returns
Type Description
$this

getHyperParameters

Optional. Hyperparameters for SFT.

Returns
Type Description
Google\Cloud\AIPlatform\V1\SupervisedHyperParameters|null

hasHyperParameters

clearHyperParameters

setHyperParameters

Optional. Hyperparameters for SFT.

Parameter
Name Description
var Google\Cloud\AIPlatform\V1\SupervisedHyperParameters
Returns
Type Description
$this