ServerlessJobConfig

The configuration for the serverless training job.

BaseModelArn

The base model Amazon Resource Name (ARN) in SageMaker Public Hub. SageMaker always selects the latest version of the provided model.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 2048.

Pattern: (arn:[a-z0-9-\.]{1,63}:sagemaker:\w+(?:-\w+)+:(\d{12}|aws):hub-content\/)[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}\/Model\/[a-zA-Z0-9](-*[a-zA-Z0-9]){0,63}(\/\d{1,4}.\d{1,4}.\d{1,4})?

Required: Yes

JobType

The serverless training job type.

Type: String

Valid Values: FineTuning | Evaluation

Required: Yes

AcceptEula

Specifies agreement to the model end-user license agreement (EULA). The AcceptEula value must be explicitly defined as True in order to accept the EULA that this model requires. You are responsible for reviewing and complying with any applicable license terms and making sure they are acceptable for your use case before downloading or using a model. For more information, see End-user license agreements section for more details on accepting the EULA.

Type: Boolean

Required: No

CustomizationTechnique

The model customization technique.

Type: String

Valid Values: SFT | DPO | RLVR | RLAIF

Required: No

EvaluationType

The evaluation job type. Required when serverless job type is Evaluation.

Type: String

Valid Values: LLMAJEvaluation | CustomScorerEvaluation | BenchmarkEvaluation

Required: No

EvaluatorArn

The evaluator Amazon Resource Name (ARN) used as reward function or reward prompt.

Type: String

Pattern: .*

Required: No

Peft

The parameter-efficient fine-tuning configuration.

Type: String

Valid Values: LORA

Required: No

ServerlessJobConfig

Contents

See Also