google-genai-kotlin/com.google.genai.kotlin.types/DistillationHyperParameters

DistillationHyperParameters

@Serializable
data class DistillationHyperParameters(val adapterSize: AdapterSize? = null, val epochCount: Long? = null, val learningRateMultiplier: Double? = null, val generationConfig: GenerationConfig? = null, val learningRate: Double? = null, val batchSize: Int? = null)

Distillation hyperparameters for tuning.

Constructors

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constructor(adapterSize: AdapterSize? = null, epochCount: Long? = null, learningRateMultiplier: Double? = null, generationConfig: GenerationConfig? = null, learningRate: Double? = null, batchSize: Int? = null)

Properties

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val adapterSize: AdapterSize? = null

The size of the adapter. Can be 'small', 'medium', or 'large'.

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val batchSize: Int? = null

Batch size for tuning. This feature is only available for open source models.

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val epochCount: Long? = null

Number of complete passes the model makes over the entire training dataset during training.

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val generationConfig: GenerationConfig? = null

Generation config for Distillation teacher model sampling. Only the following fields are supported for distillation teacher samplings:

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val learningRate: Double? = null

The learning rate for distillation tuning.

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val learningRateMultiplier: Double? = null

Multiplier for adjusting the default learning rate.