Package com.google.genai.types

Class SupervisedHyperParameters

java.lang.Object

com.google.genai.JsonSerializable

com.google.genai.types.SupervisedHyperParameters

@InternalApi
public abstract class SupervisedHyperParameters
extends JsonSerializable

Hyperparameters for SFT.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	SupervisedHyperParameters.Builder	Builder for SupervisedHyperParameters.

Constructor Summary

Constructors

Constructor	Description
SupervisedHyperParameters()

Method Summary

Modifier and Type	Method	Description
abstract Optional<AdapterSize>	adapterSize()	Optional.
static SupervisedHyperParameters.Builder	builder()	Instantiates a builder for SupervisedHyperParameters.
abstract Optional<Long>	epochCount()	Optional.
static SupervisedHyperParameters	fromJson(String jsonString)	Deserializes a JSON string to a SupervisedHyperParameters object.
abstract Optional<Double>	learningRateMultiplier()	Optional.
abstract SupervisedHyperParameters.Builder	toBuilder()	Creates a builder with the same values as this instance.

Methods inherited from class com.google.genai.JsonSerializable

toJson

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

SupervisedHyperParameters

public SupervisedHyperParameters()

Method Details

adapterSize

public abstract Optional<AdapterSize> adapterSize()

Optional. Adapter size for tuning.

epochCount

public abstract Optional<Long> epochCount()

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

learningRateMultiplier

public abstract Optional<Double> learningRateMultiplier()

Optional. Multiplier for adjusting the default learning rate. Mutually exclusive with `learning_rate`.

builder

public static SupervisedHyperParameters.Builder builder()

Instantiates a builder for SupervisedHyperParameters.

toBuilder

public abstract SupervisedHyperParameters.Builder toBuilder()

Creates a builder with the same values as this instance.

fromJson

public static SupervisedHyperParameters fromJson(String jsonString)

Deserializes a JSON string to a SupervisedHyperParameters object.