Constructor Detail

• DistillationSpec.Builder

  DistillationSpec.Builder()

Method Detail

• promptDatasetUri

   abstract DistillationSpec.Builder promptDatasetUri(String promptDatasetUri)

  Setter for promptDatasetUri.

  promptDatasetUri: The GCS URI of the prompt dataset to use during distillation.

• clearPromptDatasetUri

  @CanIgnoreReturnValue() DistillationSpec.Builder clearPromptDatasetUri()

  Clears the value of promptDatasetUri field.

• baseTeacherModel

   abstract DistillationSpec.Builder baseTeacherModel(String baseTeacherModel)

  Setter for baseTeacherModel.

  baseTeacherModel: The base teacher model that is being distilled. See [Supported models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).

• clearBaseTeacherModel

  @CanIgnoreReturnValue() DistillationSpec.Builder clearBaseTeacherModel()

  Clears the value of baseTeacherModel field.

• hyperParameters

   abstract DistillationSpec.Builder hyperParameters(DistillationHyperParameters hyperParameters)

  Setter for hyperParameters.

  hyperParameters: Optional. Hyperparameters for Distillation.

• hyperParameters

  @CanIgnoreReturnValue() DistillationSpec.Builder hyperParameters(DistillationHyperParameters.Builder hyperParametersBuilder)

  Setter for hyperParameters builder.

  hyperParameters: Optional. Hyperparameters for Distillation.

• clearHyperParameters

  @CanIgnoreReturnValue() DistillationSpec.Builder clearHyperParameters()

  Clears the value of hyperParameters field.

• pipelineRootDirectory

   abstract DistillationSpec.Builder pipelineRootDirectory(String pipelineRootDirectory)

  Setter for pipelineRootDirectory.

  pipelineRootDirectory: Deprecated. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts.

• clearPipelineRootDirectory

  @CanIgnoreReturnValue() DistillationSpec.Builder clearPipelineRootDirectory()

  Clears the value of pipelineRootDirectory field.

• studentModel

   abstract DistillationSpec.Builder studentModel(String studentModel)

  Setter for studentModel.

  studentModel: The student model that is being tuned, e.g., "google/gemma-2b-1.1-it". Deprecated. Use base_model instead.

• clearStudentModel

  @CanIgnoreReturnValue() DistillationSpec.Builder clearStudentModel()

  Clears the value of studentModel field.

• trainingDatasetUri

   abstract DistillationSpec.Builder trainingDatasetUri(String trainingDatasetUri)

  Setter for trainingDatasetUri.

  trainingDatasetUri: Deprecated. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file.

• clearTrainingDatasetUri

  @CanIgnoreReturnValue() DistillationSpec.Builder clearTrainingDatasetUri()

  Clears the value of trainingDatasetUri field.

• tunedTeacherModelSource

   abstract DistillationSpec.Builder tunedTeacherModelSource(String tunedTeacherModelSource)

  Setter for tunedTeacherModelSource.

  tunedTeacherModelSource: The resource name of the Tuned teacher model. Format: `projects/{project}/locations/{location}/models/{model}`.

• clearTunedTeacherModelSource

  @CanIgnoreReturnValue() DistillationSpec.Builder clearTunedTeacherModelSource()

  Clears the value of tunedTeacherModelSource field.

• validationDatasetUri

   abstract DistillationSpec.Builder validationDatasetUri(String validationDatasetUri)

  Setter for validationDatasetUri.

  validationDatasetUri: Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.

• clearValidationDatasetUri

  @CanIgnoreReturnValue() DistillationSpec.Builder clearValidationDatasetUri()

  Clears the value of validationDatasetUri field.

• tuningMode

   abstract DistillationSpec.Builder tuningMode(TuningMode tuningMode)

  Setter for tuningMode.

  tuningMode: Tuning mode for tuning.

• clearTuningMode

  @CanIgnoreReturnValue() DistillationSpec.Builder clearTuningMode()

  Clears the value of tuningMode field.

• tuningMode

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

  Setter for tuningMode given a known enum.

  tuningMode: Tuning mode for tuning.

• tuningMode

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

  Setter for tuningMode given a string.

  tuningMode: Tuning mode for tuning.

• build

   abstract DistillationSpec build()