Section3

ithf-notebookschapter1course

Cosa fanno i Transformer?

Install the Transformers, Datasets, and Evaluate libraries to run this notebook.

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[{'label': 'POSITIVE', 'score': 0.9598047137260437}]
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[{'label': 'POSITIVE', 'score': 0.9598047137260437},
, {'label': 'NEGATIVE', 'score': 0.9994558095932007}]
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{'sequence': 'This is a course about the Transformers library',
, 'labels': ['education', 'business', 'politics'],
, 'scores': [0.8445963859558105, 0.111976258456707, 0.043427448719739914]}
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[{'generated_text': 'In this course, we will teach you how to understand and use '
,                    'data flow and data interchange when handling user data. We '
,                    'will be working with one or more of the most commonly used '
,                    'data flows — data flows of various types, as seen by the '
,                    'HTTP'}]
[ ]
[{'generated_text': 'In this course, we will teach you how to manipulate the world and '
,                    'move your mental and physical capabilities to your advantage.'},
, {'generated_text': 'In this course, we will teach you how to become an expert and '
,                    'practice realtime, and with a hands on experience on both real '
,                    'time and real'}]
[ ]
[{'sequence': 'This course will teach you all about mathematical models.',
,  'score': 0.19619831442832947,
,  'token': 30412,
,  'token_str': ' mathematical'},
, {'sequence': 'This course will teach you all about computational models.',
,  'score': 0.04052725434303284,
,  'token': 38163,
,  'token_str': ' computational'}]
[ ]
[{'entity_group': 'PER', 'score': 0.99816, 'word': 'Sylvain', 'start': 11, 'end': 18}, 
, {'entity_group': 'ORG', 'score': 0.97960, 'word': 'Hugging Face', 'start': 33, 'end': 45}, 
, {'entity_group': 'LOC', 'score': 0.99321, 'word': 'Brooklyn', 'start': 49, 'end': 57}
,]
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{'score': 0.6385916471481323, 'start': 33, 'end': 45, 'answer': 'Hugging Face'}
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[{'summary_text': ' America has changed dramatically during recent years . The '
,                  'number of engineering graduates in the U.S. has declined in '
,                  'traditional engineering disciplines such as mechanical, civil '
,                  ', electrical, chemical, and aeronautical engineering . Rapidly '
,                  'developing economies such as China and India, as well as other '
,                  'industrial countries in Europe and Asia, continue to encourage '
,                  'and advance engineering .'}]
[ ]
[{'translation_text': 'This course is produced by Hugging Face.'}]