#
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().

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class datasets.AutomaticSpeechRecognition

< source >

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

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class datasets.AudioClassification

< source >

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

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class datasets.ImageClassification

< source >

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

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align_with_features

< source >

( features )

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class datasets.LanguageModeling

< source >

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

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class datasets.QuestionAnsweringExtractive

< source >

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

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class datasets.Summarization

< source >

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

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class datasets.TextClassification

< source >

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

####
align_with_features

< source >

( features )