Class SupervisedTuningDataStats (1.144.0)

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SupervisedTuningDataStats(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Tuning data statistics for Supervised Tuning.

Attributes
Name	Description
tuning_dataset_example_count	int Output only. Number of examples in the tuning dataset.
total_tuning_character_count	int Output only. Number of tuning characters in the tuning dataset.
total_billable_character_count	int Output only. Number of billable characters in the tuning dataset.
total_billable_token_count	int Output only. Number of billable tokens in the tuning dataset.
tuning_step_count	int Output only. Number of tuning steps for this Tuning Job.
user_input_token_distribution	google.cloud.aiplatform_v1beta1.types.SupervisedTuningDatasetDistribution Output only. Dataset distributions for the user input tokens.
user_output_token_distribution	google.cloud.aiplatform_v1beta1.types.SupervisedTuningDatasetDistribution Output only. Dataset distributions for the user output tokens.
user_message_per_example_distribution	google.cloud.aiplatform_v1beta1.types.SupervisedTuningDatasetDistribution Output only. Dataset distributions for the messages per example.
user_dataset_examples	MutableSequence[google.cloud.aiplatform_v1beta1.types.Content] Output only. Sample user messages in the training dataset uri.
total_truncated_example_count	int Output only. The number of examples in the dataset that have been dropped. An example can be dropped for reasons including: too many tokens, contains an invalid image, contains too many images, etc.
truncated_example_indices	MutableSequence[int] Output only. A partial sample of the indices (starting from 1) of the dropped examples.
dropped_example_reasons	MutableSequence[str] Output only. For each index in truncated_example_indices, the user-facing reason why the example was dropped.

Methods

SupervisedTuningDataStats

SupervisedTuningDataStats(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Tuning data statistics for Supervised Tuning.