Class JobCreateParams.Method.Supervised.Hyperparameters
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public final class JobCreateParams.Method.Supervised.HyperparametersThe hyperparameters used for the fine-tuning job.
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Nested Class Summary
Nested Classes Modifier and Type Class Description public final classJobCreateParams.Method.Supervised.Hyperparameters.BuilderA builder for Hyperparameters.
public final classJobCreateParams.Method.Supervised.Hyperparameters.BatchSizeNumber of examples in each batch. A larger batch size means that model parameters are updated less frequently, but with lower variance.
public final classJobCreateParams.Method.Supervised.Hyperparameters.LearningRateMultiplierScaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.
public final classJobCreateParams.Method.Supervised.Hyperparameters.NEpochsThe number of epochs to train the model for. An epoch refers to one full cycle through the training dataset.
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Method Summary
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Method Detail
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batchSize
final Optional<JobCreateParams.Method.Supervised.Hyperparameters.BatchSize> batchSize()
Number of examples in each batch. A larger batch size means that model parameters are updated less frequently, but with lower variance.
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learningRateMultiplier
final Optional<JobCreateParams.Method.Supervised.Hyperparameters.LearningRateMultiplier> learningRateMultiplier()
Scaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.
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nEpochs
final Optional<JobCreateParams.Method.Supervised.Hyperparameters.NEpochs> nEpochs()
The number of epochs to train the model for. An epoch refers to one full cycle through the training dataset.
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_batchSize
final JsonField<JobCreateParams.Method.Supervised.Hyperparameters.BatchSize> _batchSize()
Returns the raw JSON value of batchSize.
Unlike batchSize, this method doesn't throw if the JSON field has an unexpected type.
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_learningRateMultiplier
final JsonField<JobCreateParams.Method.Supervised.Hyperparameters.LearningRateMultiplier> _learningRateMultiplier()
Returns the raw JSON value of learningRateMultiplier.
Unlike learningRateMultiplier, this method doesn't throw if the JSON field has an unexpected type.
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_nEpochs
final JsonField<JobCreateParams.Method.Supervised.Hyperparameters.NEpochs> _nEpochs()
Returns the raw JSON value of nEpochs.
Unlike nEpochs, this method doesn't throw if the JSON field has an unexpected type.
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_additionalProperties
final Map<String, JsonValue> _additionalProperties()
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validate
final JobCreateParams.Method.Supervised.Hyperparameters validate()
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toBuilder
final JobCreateParams.Method.Supervised.Hyperparameters.Builder toBuilder()
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builder
final static JobCreateParams.Method.Supervised.Hyperparameters.Builder builder()
Returns a mutable builder for constructing an instance of Hyperparameters.
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