All Implemented Interfaces:


public final class DpoHyperparameters

The hyperparameters used for the DPO fine-tuning job.

Nested Class Summary

Nested Classes
Modifier and Type	Class	Description
`public final class`	`DpoHyperparameters.Builder`	A builder for DpoHyperparameters.
`public final class`	`DpoHyperparameters.BatchSize`	Number of examples in each batch. A larger batch size means that model parameters are updated less frequently, but with lower variance.
`public final class`	`DpoHyperparameters.Beta`	The beta value for the DPO method. A higher beta value will increase the weight of the penalty between the policy and reference model.
`public final class`	`DpoHyperparameters.LearningRateMultiplier`	Scaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.
`public final class`	`DpoHyperparameters.NEpochs`	The number of epochs to train the model for. An epoch refers to one full cycle through the training dataset.

Field Summary

Fields
Modifier and Type	Field	Description

Constructor Summary

Constructors
Constructor	Description

Enum Constant Summary

Enum Constants
Enum Constant	Description

Method Summary

Modifier and Type	Method	Description
`final Optional<DpoHyperparameters.BatchSize>`	`batchSize()`	Number of examples in each batch.
`final Optional<DpoHyperparameters.Beta>`	`beta()`	The beta value for the DPO method.
`final Optional<DpoHyperparameters.LearningRateMultiplier>`	`learningRateMultiplier()`	Scaling factor for the learning rate.
`final Optional<DpoHyperparameters.NEpochs>`	`nEpochs()`	The number of epochs to train the model for.
`final JsonField<DpoHyperparameters.BatchSize>`	`_batchSize()`	Returns the raw JSON value of batchSize.
`final JsonField<DpoHyperparameters.Beta>`	`_beta()`	Returns the raw JSON value of beta.
`final JsonField<DpoHyperparameters.LearningRateMultiplier>`	`_learningRateMultiplier()`	Returns the raw JSON value of learningRateMultiplier.
`final JsonField<DpoHyperparameters.NEpochs>`	`_nEpochs()`	Returns the raw JSON value of nEpochs.
`final Map<String, JsonValue>`	`_additionalProperties()`
`final DpoHyperparameters.Builder`	`toBuilder()`
`final DpoHyperparameters`	`validate()`
`final Boolean`	`isValid()`
`Boolean`	`equals(Object other)`
`Integer`	`hashCode()`
`String`	`toString()`
`final static DpoHyperparameters.Builder`	`builder()`	Returns a mutable builder for constructing an instance of DpoHyperparameters.

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Constructor Detail
- Method Detail
  - batchSize
```
 final Optional<DpoHyperparameters.BatchSize> batchSize()
```
    Number of examples in each batch. A larger batch size means that model parameters are updated less frequently, but with lower variance.
  - beta
```
 final Optional<DpoHyperparameters.Beta> beta()
```
    The beta value for the DPO method. A higher beta value will increase the weight of the penalty between the policy and reference model.
  - learningRateMultiplier
```
 final Optional<DpoHyperparameters.LearningRateMultiplier> learningRateMultiplier()
```
    Scaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.
  - nEpochs
```
 final Optional<DpoHyperparameters.NEpochs> nEpochs()
```
    The number of epochs to train the model for. An epoch refers to one full cycle through the training dataset.
  - _batchSize
```
 final JsonField<DpoHyperparameters.BatchSize> _batchSize()
```
    Returns the raw JSON value of batchSize.
    Unlike batchSize, this method doesn't throw if the JSON field has an unexpected type.
  - _beta
```
 final JsonField<DpoHyperparameters.Beta> _beta()
```
    Returns the raw JSON value of beta.
    Unlike beta, this method doesn't throw if the JSON field has an unexpected type.
  - _learningRateMultiplier
```
 final JsonField<DpoHyperparameters.LearningRateMultiplier> _learningRateMultiplier()
```
    Returns the raw JSON value of learningRateMultiplier.
    Unlike learningRateMultiplier, this method doesn't throw if the JSON field has an unexpected type.
  - _nEpochs
```
 final JsonField<DpoHyperparameters.NEpochs> _nEpochs()
```
    Returns the raw JSON value of nEpochs.
    Unlike nEpochs, this method doesn't throw if the JSON field has an unexpected type.
  - _additionalProperties
```
 final Map<String, JsonValue> _additionalProperties()
```
  - toBuilder
```
 final DpoHyperparameters.Builder toBuilder()
```
  - validate
```
 final DpoHyperparameters validate()
```
  - isValid
```
 final Boolean isValid()
```
  - equals
```
 Boolean equals(Object other)
```
  - hashCode
```
 Integer hashCode()
```
  - toString
```
 String toString()
```
  - builder
```
 final static DpoHyperparameters.Builder builder()
```
    Returns a mutable builder for constructing an instance of DpoHyperparameters.

Class DpoHyperparameters

Nested Class Summary

Field Summary

Constructor Summary

Enum Constant Summary

Method Summary

Methods inherited from class java.lang.Object

Constructor Detail

Method Detail

batchSize

beta

learningRateMultiplier

nEpochs

_batchSize

_beta

_learningRateMultiplier

_nEpochs

_additionalProperties

toBuilder

validate

isValid

equals

hashCode

toString

builder