Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::SupervisedTuningDataStats (v1.19.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::SupervisedTuningDataStats.

Tuning data statistics for Supervised Tuning.

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#dropped_example_reasons

def dropped_example_reasons() -> ::Array<::String>
Returns
  • (::Array<::String>) — Output only. For each index in truncated_example_indices, the user-facing reason why the example was dropped.

#total_billable_character_count

def total_billable_character_count() -> ::Integer
Returns
  • (::Integer) — Output only. Number of billable characters in the tuning dataset.

#total_billable_token_count

def total_billable_token_count() -> ::Integer
Returns
  • (::Integer) — Output only. Number of billable tokens in the tuning dataset.

#total_truncated_example_count

def total_truncated_example_count() -> ::Integer
Returns
  • (::Integer) — 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.

#total_tuning_character_count

def total_tuning_character_count() -> ::Integer
Returns
  • (::Integer) — Output only. Number of tuning characters in the tuning dataset.

#truncated_example_indices

def truncated_example_indices() -> ::Array<::Integer>
Returns
  • (::Array<::Integer>) — Output only. A partial sample of the indices (starting from 1) of the dropped examples.

#tuning_dataset_example_count

def tuning_dataset_example_count() -> ::Integer
Returns
  • (::Integer) — Output only. Number of examples in the tuning dataset.

#tuning_step_count

def tuning_step_count() -> ::Integer
Returns
  • (::Integer) — Output only. Number of tuning steps for this Tuning Job.

#user_dataset_examples

def user_dataset_examples() -> ::Array<::Google::Cloud::AIPlatform::V1::Content>
Returns

#user_input_token_distribution

def user_input_token_distribution() -> ::Google::Cloud::AIPlatform::V1::SupervisedTuningDatasetDistribution
Returns

#user_message_per_example_distribution

def user_message_per_example_distribution() -> ::Google::Cloud::AIPlatform::V1::SupervisedTuningDatasetDistribution
Returns

#user_output_token_distribution

def user_output_token_distribution() -> ::Google::Cloud::AIPlatform::V1::SupervisedTuningDatasetDistribution
Returns