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fix t5 training docstring (#7911)

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Patrick von Platen
2020-10-19 21:49:47 +02:00
committed by GitHub
parent df1ddcedf2
commit e3d2bee8d0
1 changed files with 6 additions and 6 deletions
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docs/source/model_doc/t5.rst
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@@ -62,10 +62,10 @@ token. T5 can be trained / fine-tuned both in a supervised and unsupervised fash
.. code-block::
input_ids = tokenizer.encode('The <extra_id_0> walks in <extra_id_1> park', return_tensors='pt')
labels = tokenizer.encode('<extra_id_0> cute dog <extra_id_1> the <extra_id_2> </s>', return_tensors='pt')
input_ids = tokenizer('The <extra_id_0> walks in <extra_id_1> park', return_tensors='pt').input_ids
labels = tokenizer('<extra_id_0> cute dog <extra_id_1> the <extra_id_2>', return_tensors='pt').input_ids
# the forward function automatically creates the correct decoder_input_ids
model(input_ids=input_ids, labels=labels)
loss = model(input_ids=input_ids, labels=labels, return_dict=True).loss
- Supervised training
@@ -75,10 +75,10 @@ token. T5 can be trained / fine-tuned both in a supervised and unsupervised fash
.. code-block::
input_ids = tokenizer.encode('translate English to German: The house is wonderful. </s>', return_tensors='pt')
labels = tokenizer.encode('Das Haus ist wunderbar. </s>', return_tensors='pt')
input_ids = tokenizer('translate English to German: The house is wonderful.', return_tensors='pt').input_ids
labels = tokenizer('Das Haus ist wunderbar.', return_tensors='pt').input_ids
# the forward function automatically creates the correct decoder_input_ids
model(input_ids=input_ids, labels=labels)
loss = model(input_ids=input_ids, labels=labels, return_dict=True).loss
T5Config