Task templates

Task templates

The Task API is deprecated in favor of train-eval-index and will be removed in the next major release.

The tasks supported by Dataset.prepare_for_task() and DatasetDict.prepare_for_task().

class datasets.AutomaticSpeechRecognition

<source>

( task: str = 'automatic-speech-recognition'audio_column: str = 'audio'transcription_column: str = 'transcription' )

class datasets.AudioClassification

<source>

( task: str = 'audio-classification'audio_column: str = 'audio'label_column: str = 'labels' )

class datasets.ImageClassification

<source>

( task: str = 'image-classification'image_column: str = 'image'label_column: str = 'labels' )

align_with_features

<source>

( features )

class datasets.LanguageModeling

<source>

( task: str = 'language-modeling'text_column: str = 'text' )

class datasets.QuestionAnsweringExtractive

<source>

( task: str = 'question-answering-extractive'question_column: str = 'question'context_column: str = 'context'answers_column: str = 'answers' )

class datasets.Summarization

<source>

( task: str = 'summarization'text_column: str = 'text'summary_column: str = 'summary' )

class datasets.TextClassification

<source>

( task: str = 'text-classification'text_column: str = 'text'label_column: str = 'labels' )

align_with_features

<source>

( features )