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chenpangpang
transformers
Commits
e4aaa458
Unverified
Commit
e4aaa458
authored
Jun 16, 2020
by
Sylvain Gugger
Committed by
GitHub
Jun 16, 2020
Browse files
Update pipeline examples to doctest syntax (#5030)
parent
011cc0be
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README.md
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e4aaa458
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@@ -538,20 +538,21 @@ You can create `Pipeline` objects for the following down-stream tasks:
-
`translation_xx_to_yy`
```
python
from
transformers
import
pipeline
>>>
from
transformers
import
pipeline
# Allocate a pipeline for sentiment-analysis
nlp
=
pipeline
(
'sentiment-analysis'
)
nlp
(
'We are very happy to include pipeline into the transformers repository.'
)
>>>
{
'label'
:
'POSITIVE'
,
'score'
:
0.99
893874
}
>>>
nlp
=
pipeline
(
'sentiment-analysis'
)
>>>
nlp
(
'We are very happy to include pipeline into the transformers repository.'
)
[
{
'label'
:
'POSITIVE'
,
'score'
:
0.99
78193640708923
}]
# Allocate a pipeline for question-answering
nlp
=
pipeline
(
'question-answering'
)
nlp
({
'question'
:
'What is the name of the repository ?'
,
'context'
:
'Pipeline have been included in the huggingface/transformers repository'
})
>>>
{
'score'
:
0.28756016668193496
,
'start'
:
35
,
'end'
:
59
,
'answer'
:
'huggingface/transformers'
}
>>>
nlp
=
pipeline
(
'question-answering'
)
>>>
nlp
({
...
'question'
:
'What is the name of the repository ?'
,
...
'context'
:
'Pipeline have been included in the huggingface/transformers repository'
...
})
{
'score'
:
0.5135612454720828
,
'start'
:
35
,
'end'
:
59
,
'answer'
:
'huggingface/transformers'
}
```
## Migrating from pytorch-transformers to transformers
...
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