distilbert-base-multilingual-cased
1.1M
220
512
Small context
103 languages
license:apache-2.0
by
distilbert
Language Model
OTHER
High
1.1M downloads
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Quick Summary
--- language: - multilingual - af - sq - ar - an - hy - ast - az - ba - eu - bar - be - bn - inc - bs - br - bg - my - ca - ceb - ce - zh - cv - hr - cs - da -...
Code Examples
How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilbert-base-multilingual-cased')
>>> unmasker("Hello I'm a [MASK] model.")
[{'score': 0.040800247341394424,
'sequence': "Hello I'm a virtual model.",
'token': 37859,
'token_str': 'virtual'},
{'score': 0.020015988498926163,
'sequence': "Hello I'm a big model.",
'token': 22185,
'token_str': 'big'},
{'score': 0.018680453300476074,
'sequence': "Hello I'm a Hello model.",
'token': 31178,
'token_str': 'Hello'},
{'score': 0.017396586015820503,
'sequence': "Hello I'm a model model.",
'token': 13192,
'token_str': 'model'},
{'score': 0.014229810796678066,
'sequence': "Hello I'm a perfect model.",
'token': 43477,
'token_str': 'perfect'}]Deploy This Model
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