Constructor Detail

• CreateTuningJobConfig.Builder

  CreateTuningJobConfig.Builder()

Method Detail

• httpOptions

   abstract CreateTuningJobConfig.Builder httpOptions(HttpOptions httpOptions)

  Setter for httpOptions.

  httpOptions: Used to override HTTP request options.

• httpOptions

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder httpOptions(HttpOptions.Builder httpOptionsBuilder)

  Setter for httpOptions builder.

  httpOptions: Used to override HTTP request options.

• clearHttpOptions

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearHttpOptions()

  Clears the value of httpOptions field.

• method

   abstract CreateTuningJobConfig.Builder method(TuningMethod method)

  Setter for method.

  method: The method to use for tuning (SUPERVISED_FINE_TUNING or PREFERENCE_TUNING or DISTILLATION). If not set, the default method (SFT) will be used.

• clearMethod

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearMethod()

  Clears the value of method field.

• method

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder method(TuningMethod.Known knownType)

  Setter for method given a known enum.

  method: The method to use for tuning (SUPERVISED_FINE_TUNING or PREFERENCE_TUNING or DISTILLATION). If not set, the default method (SFT) will be used.

• method

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder method(String method)

  Setter for method given a string.

  method: The method to use for tuning (SUPERVISED_FINE_TUNING or PREFERENCE_TUNING or DISTILLATION). If not set, the default method (SFT) will be used.

• validationDataset

   abstract CreateTuningJobConfig.Builder validationDataset(TuningValidationDataset validationDataset)

  Setter for validationDataset.

  validationDataset: Validation dataset for tuning. The dataset must be formatted as a JSONL file.

• validationDataset

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder validationDataset(TuningValidationDataset.Builder validationDatasetBuilder)

  Setter for validationDataset builder.

  validationDataset: Validation dataset for tuning. The dataset must be formatted as a JSONL file.

• clearValidationDataset

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearValidationDataset()

  Clears the value of validationDataset field.

• tunedModelDisplayName

   abstract CreateTuningJobConfig.Builder tunedModelDisplayName(String tunedModelDisplayName)

  Setter for tunedModelDisplayName.

  tunedModelDisplayName: The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters.

• clearTunedModelDisplayName

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearTunedModelDisplayName()

  Clears the value of tunedModelDisplayName field.

• description

   abstract CreateTuningJobConfig.Builder description(String description)

  Setter for description.

  description: The description of the TuningJob

• clearDescription

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearDescription()

  Clears the value of description field.

• epochCount

   abstract CreateTuningJobConfig.Builder epochCount(Integer epochCount)

  Setter for epochCount.

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

• clearEpochCount

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearEpochCount()

  Clears the value of epochCount field.

• learningRateMultiplier

   abstract CreateTuningJobConfig.Builder learningRateMultiplier(Float learningRateMultiplier)

  Setter for learningRateMultiplier.

  learningRateMultiplier: Multiplier for adjusting the default learning rate. 1P models only. Mutually exclusive with learning_rate.

• clearLearningRateMultiplier

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearLearningRateMultiplier()

  Clears the value of learningRateMultiplier field.

• exportLastCheckpointOnly

   abstract CreateTuningJobConfig.Builder exportLastCheckpointOnly(boolean exportLastCheckpointOnly)

  Setter for exportLastCheckpointOnly.

  exportLastCheckpointOnly: If set to true, disable intermediate checkpoints and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints.

• clearExportLastCheckpointOnly

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearExportLastCheckpointOnly()

  Clears the value of exportLastCheckpointOnly field.

• preTunedModelCheckpointId

   abstract CreateTuningJobConfig.Builder preTunedModelCheckpointId(String preTunedModelCheckpointId)

  Setter for preTunedModelCheckpointId.

  preTunedModelCheckpointId: The optional checkpoint id of the pre-tuned model to use for tuning, if applicable.

• clearPreTunedModelCheckpointId

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearPreTunedModelCheckpointId()

  Clears the value of preTunedModelCheckpointId field.

• adapterSize

   abstract CreateTuningJobConfig.Builder adapterSize(AdapterSize adapterSize)

  Setter for adapterSize.

  adapterSize: Adapter size for tuning.

• clearAdapterSize

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearAdapterSize()

  Clears the value of adapterSize field.

• adapterSize

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder adapterSize(AdapterSize.Known knownType)

  Setter for adapterSize given a known enum.

  adapterSize: Adapter size for tuning.

• adapterSize

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder adapterSize(String adapterSize)

  Setter for adapterSize given a string.

  adapterSize: Adapter size for tuning.

• tuningMode

   abstract CreateTuningJobConfig.Builder tuningMode(TuningMode tuningMode)

  Setter for tuningMode.

  tuningMode: Tuning mode for tuning.

• clearTuningMode

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearTuningMode()

  Clears the value of tuningMode field.

• tuningMode

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder tuningMode(TuningMode.Known knownType)

  Setter for tuningMode given a known enum.

  tuningMode: Tuning mode for tuning.

• tuningMode

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder tuningMode(String tuningMode)

  Setter for tuningMode given a string.

  tuningMode: Tuning mode for tuning.

• customBaseModel

   abstract CreateTuningJobConfig.Builder customBaseModel(String customBaseModel)

  Setter for customBaseModel.

  customBaseModel: Custom base model for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.

• clearCustomBaseModel

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearCustomBaseModel()

  Clears the value of customBaseModel field.

• batchSize

   abstract CreateTuningJobConfig.Builder batchSize(Integer batchSize)

  Setter for batchSize.

  batchSize: The batch size hyperparameter for tuning. This is only supported for OSS models in Gemini Enterprise Agent Platform.

• clearBatchSize

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearBatchSize()

  Clears the value of batchSize field.

• learningRate

   abstract CreateTuningJobConfig.Builder learningRate(Float learningRate)

  Setter for learningRate.

  learningRate: The learning rate for tuning. OSS models only. Mutually exclusive with learning_rate_multiplier.

• clearLearningRate

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearLearningRate()

  Clears the value of learningRate field.

• evaluationConfig

   abstract CreateTuningJobConfig.Builder evaluationConfig(EvaluationConfig evaluationConfig)

  Setter for evaluationConfig.

  evaluationConfig: Evaluation config for the tuning job.

• evaluationConfig

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder evaluationConfig(EvaluationConfig.Builder evaluationConfigBuilder)

  Setter for evaluationConfig builder.

  evaluationConfig: Evaluation config for the tuning job.

• clearEvaluationConfig

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearEvaluationConfig()

  Clears the value of evaluationConfig field.

• labels

   abstract CreateTuningJobConfig.Builder labels(Map<String, String> labels)

  Setter for labels.

  labels: Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels.

• clearLabels

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearLabels()

  Clears the value of labels field.

• beta

   abstract CreateTuningJobConfig.Builder beta(Float beta)

  Setter for beta.

  beta: Weight for KL Divergence regularization, Preference Optimization tuning only.

• clearBeta

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearBeta()

  Clears the value of beta field.

• baseTeacherModel

   abstract CreateTuningJobConfig.Builder baseTeacherModel(String baseTeacherModel)

  Setter for baseTeacherModel.

  baseTeacherModel: The base teacher model that is being distilled. Distillation only.

• clearBaseTeacherModel

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearBaseTeacherModel()

  Clears the value of baseTeacherModel field.

• tunedTeacherModelSource

   abstract CreateTuningJobConfig.Builder tunedTeacherModelSource(String tunedTeacherModelSource)

  Setter for tunedTeacherModelSource.

  tunedTeacherModelSource: The resource name of the Tuned teacher model. Distillation only.

• clearTunedTeacherModelSource

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearTunedTeacherModelSource()

  Clears the value of tunedTeacherModelSource field.

• sftLossWeightMultiplier

   abstract CreateTuningJobConfig.Builder sftLossWeightMultiplier(Float sftLossWeightMultiplier)

  Setter for sftLossWeightMultiplier.

  sftLossWeightMultiplier: Multiplier for adjusting the weight of the SFT loss. Distillation only.

• clearSftLossWeightMultiplier

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearSftLossWeightMultiplier()

  Clears the value of sftLossWeightMultiplier field.

• outputUri

   abstract CreateTuningJobConfig.Builder outputUri(String outputUri)

  Setter for outputUri.

  outputUri: The Google Cloud Storage location where the tuning job outputs are written.

• clearOutputUri

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearOutputUri()

  Clears the value of outputUri field.

• encryptionSpec

   abstract CreateTuningJobConfig.Builder encryptionSpec(EncryptionSpec encryptionSpec)

  Setter for encryptionSpec.

  encryptionSpec: The encryption spec of the tuning job. Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with provided encryption key.

• encryptionSpec

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder encryptionSpec(EncryptionSpec.Builder encryptionSpecBuilder)

  Setter for encryptionSpec builder.

  encryptionSpec: The encryption spec of the tuning job. Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with provided encryption key.

• clearEncryptionSpec

  @CanIgnoreReturnValue() CreateTuningJobConfig.Builder clearEncryptionSpec()

  Clears the value of encryptionSpec field.

• build

   abstract CreateTuningJobConfig build()