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chenpangpang
transformers
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5cd9e2cb
"...resnet50_tensorflow.git" did not exist on "c41d6565295f039a97877cd63055760cd9e749a9"
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5cd9e2cb
authored
Oct 21, 2020
by
Patrick von Platen
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GitHub
Oct 21, 2020
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model_cards/microsoft/xprophetnet-large-wiki100-cased-xglue-ntg/README.md
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model_cards/microsoft/xprophetnet-large-wiki100-cased-xglue-ntg/README.md
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5cd9e2cb
...
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@@ -8,7 +8,7 @@ For xGLUE corss-lingual NLG tasks, xProphetNet is finetuned with English data, b
### Usage
A quick usage is like:
```
from
transformers
import
ProphetNetTokenizer
,
ProphetNetForConditionalGeneration
,
ProphetNetConfig
from
transformers
import
XLM
ProphetNetTokenizer
,
XLM
ProphetNetForConditionalGeneration
,
ProphetNetConfig
model
=
ProphetNetForConditionalGeneration
.
from_pretrained
(
'microsoft/xprophetnet-large-wiki100-cased-xglue-ntg'
)
tokenizer
=
ProphetNetTokenizer
.
from_pretrained
(
'microsoft/xprophetnet-large-wiki100-cased-xglue-ntg'
)
...
...
@@ -19,7 +19,12 @@ ZH_SENTENCE = "根据该组织的官方门户网站,微软公司打算在2020
inputs
=
tokenizer
([
EN_SENTENCE
,
RU_SENTENCE
,
ZH_SENTENCE
],
padding
=
True
,
max_length
=
256
,
return_tensors
=
'pt'
)
summary_ids
=
model
.
generate
(
inputs
[
'input_ids'
],
num_beams
=
4
,
max_length
=
100
,
early_stopping
=
True
)
print
([
tokenizer
.
decode
(
g
)
for
g
in
summary_ids
])
tokenizer
.
batch_decode
(
summary_ids
,
skip_special_tokens
=
True
)
#
should
give
:
#
'Microsoft to end Windows 7 free support after January 14, 2020'
#
'Microsoft намерена прекратить бесплатную поддержку Windows 7 после 14 января 2020 года'
#
'微软终止对Windows 7操作系统的免费支持'
```
### Citation
```
bibtex
...
...
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