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chenpangpang
transformers
Commits
d6fc34b4
Commit
d6fc34b4
authored
Jan 31, 2020
by
Julien Chaumond
Browse files
[model_cards] add mine
parent
d426b58b
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model_cards/julien-c/bert-xsmall-dummy/README.md
model_cards/julien-c/bert-xsmall-dummy/README.md
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model_cards/julien-c/dummy-unknown/README.md
model_cards/julien-c/dummy-unknown/README.md
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model_cards/julien-c/bert-xsmall-dummy/README.md
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d6fc34b4
## How to build a dummy model
```
python
from
transformers.configuration_bert
import
BertConfig
from
transformers.modeling_bert
import
BertForMaskedLM
from
transformers.modeling_tf_bert
import
TFBertForMaskedLM
from
transformers.tokenization_bert
import
BertTokenizer
SMALL_MODEL_IDENTIFIER
=
"julien-c/bert-xsmall-dummy"
DIRNAME
=
"./bert-xsmall-dummy"
config
=
BertConfig
(
10
,
20
,
1
,
1
,
40
)
model
=
BertForMaskedLM
(
config
)
model
.
save_pretrained
(
DIRNAME
)
tf_model
=
TFBertForMaskedLM
.
from_pretrained
(
DIRNAME
,
from_pt
=
True
)
tf_model
.
save_pretrained
(
DIRNAME
)
# Slightly different for tokenizer.
# tokenizer = BertTokenizer.from_pretrained(DIRNAME)
# tokenizer.save_pretrained()
```
model_cards/julien-c/dummy-unknown/README.md
0 → 100644
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d6fc34b4
```
python
import
json
import
os
from
transformers.configuration_roberta
import
RobertaConfig
from
transformers
import
RobertaForMaskedLM
,
TFRobertaForMaskedLM
DIRNAME
=
"./dummy-unknown"
config
=
RobertaConfig
(
10
,
20
,
1
,
1
,
40
)
model
=
RobertaForMaskedLM
(
config
)
model
.
save_pretrained
(
DIRNAME
)
tf_model
=
TFRobertaForMaskedLM
.
from_pretrained
(
DIRNAME
,
from_pt
=
True
)
tf_model
.
save_pretrained
(
DIRNAME
)
# Tokenizer:
vocab
=
[
"l"
,
"o"
,
"w"
,
"e"
,
"r"
,
"s"
,
"t"
,
"i"
,
"d"
,
"n"
,
"
\u0120
"
,
"
\u0120
l"
,
"
\u0120
n"
,
"
\u0120
lo"
,
"
\u0120
low"
,
"er"
,
"
\u0120
lowest"
,
"
\u0120
newer"
,
"
\u0120
wider"
,
"<unk>"
,
]
vocab_tokens
=
dict
(
zip
(
vocab
,
range
(
len
(
vocab
))))
merges
=
[
"#version: 0.2"
,
"
\u0120
l"
,
"
\u0120
l o"
,
"
\u0120
lo w"
,
"e r"
,
""
]
vocab_file
=
os
.
path
.
join
(
DIRNAME
,
"vocab.json"
)
merges_file
=
os
.
path
.
join
(
DIRNAME
,
"merges.txt"
)
with
open
(
vocab_file
,
"w"
,
encoding
=
"utf-8"
)
as
fp
:
fp
.
write
(
json
.
dumps
(
vocab_tokens
)
+
"
\n
"
)
with
open
(
merges_file
,
"w"
,
encoding
=
"utf-8"
)
as
fp
:
fp
.
write
(
"
\n
"
.
join
(
merges
))
```
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