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' )
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' )