IncrementalTrainingDataChannel
Defines an incremental training data channel that references a previously trained model. Incremental training allows you to update an existing trained model with new data, building upon the knowledge from a base model rather than training from scratch. This can significantly reduce training time and computational costs while improving model performance with additional data.
Types
Properties
The name of the incremental training data channel. This name is used to identify the channel during the training process and must be unique within the training job.
The Amazon Resource Name (ARN) of the base trained model to use for incremental training. This model serves as the starting point for the incremental training process.
The version identifier of the base trained model to use for incremental training. If not specified, the latest version of the trained model is used.