sagemaker/aws.sdk.kotlin.services.sagemaker.model/TextGenerationJobConfig/Builder

Builder

class Builder

Properties

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var baseModelName: String?

The name of the base model to fine-tune. Autopilot supports fine-tuning a variety of large language models. For information on the list of supported models, see Text generation models supporting fine-tuning in Autopilot. If no BaseModelName is provided, the default model used is Falcon7BInstruct.

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var completionCriteria: AutoMlJobCompletionCriteria?

How long a fine-tuning job is allowed to run. For TextGenerationJobConfig problem types, the MaxRuntimePerTrainingJobInSeconds attribute of AutoMLJobCompletionCriteria defaults to 72h (259200s).

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var modelAccessConfig: ModelAccessConfig?

The access configuration file to control access to the ML model. You can explicitly accept the model end-user license agreement (EULA) within the ModelAccessConfig.

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var textGenerationHyperParameters: Map<String, String>?

The hyperparameters used to configure and optimize the learning process of the base model. You can set any combination of the following hyperparameters for all base models. For more information on each supported hyperparameter, see Optimize the learning process of your text generation models with hyperparameters.