Interface PreferenceOptimizationSpec

Preference optimization tuning spec for tuning.

interface PreferenceOptimizationSpec {
    exportLastCheckpointOnly?: boolean;
    hyperParameters?: PreferenceOptimizationHyperParameters;
    trainingDatasetUri?: string;
    validationDatasetUri?: string;
}

Properties

exportLastCheckpointOnly? hyperParameters? trainingDatasetUri? validationDatasetUri?

Properties

OptionalexportLastCheckpointOnly

exportLastCheckpointOnly?: boolean

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.

OptionalhyperParameters

hyperParameters?: PreferenceOptimizationHyperParameters

Optional. Hyperparameters for Preference Optimization.

OptionaltrainingDatasetUri

trainingDatasetUri?: string

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

OptionalvalidationDatasetUri

validationDatasetUri?: string

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

Settings

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Properties