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chenpangpang
transformers
Commits
5ff0d6d7
"vscode:/vscode.git/clone" did not exist on "129f0604acb9e8b9cebd2897437324198fa37a0a"
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Commit
5ff0d6d7
authored
Sep 25, 2020
by
Patrick von Platen
Committed by
GitHub
Sep 25, 2020
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Update README.md
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model_cards/facebook/rag-token-nq/README.md
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5ff0d6d7
...
...
@@ -14,12 +14,9 @@ retriever = RagRetriever.from_pretrained("facebook/rag-token-nq", index_name="ex
model
=
RagTokenForGeneration
.
from_pretrained
(
"facebook/rag-token-nq"
,
retriever
=
retriever
)
input_dict
=
tokenizer
.
prepare_seq2seq_batch
(
"How many people live in Paris?"
,
"In Paris, there are 10 million people."
,
return_tensors
=
"pt"
)
outputs
=
model
(
input_ids
=
input_dict
[
"input_ids"
],
labels
=
input_dict
[
"labels"
])
# outputs.loss should give 76.1230
generated
=
model
.
generate
(
input_ids
=
input_dict
[
"input_ids"
])
generated_string
=
tokenizer
.
batch_decode
(
generated
,
skip_special_tokens
=
True
)
print
(
tokenizer
.
batch_decode
(
generated
,
skip_special_tokens
=
True
)
[
0
])
# generated_string should give 270,000
-> not quite correct the answer, but it also only uses a dummy index
# generated_string should give 270,000
,000 -> a bit too many I think
```
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