Commit
•
b2935c8
1
Parent(s):
a86d3da
allow flax
Browse files- .gitattributes +1 -0
- LICENSE +0 -201
- README.md +0 -218
- config.json +0 -21
- pytorch_model.bin +0 -3
- special_tokens_map.json +0 -7
- tf_model.h5 +0 -3
- tokenizer_config.json +0 -13
- vocab.txt +0 -0
.gitattributes
CHANGED
@@ -6,3 +6,4 @@
|
|
6 |
*.tar.gz filter=lfs diff=lfs merge=lfs -text
|
7 |
*.ot filter=lfs diff=lfs merge=lfs -text
|
8 |
*.onnx filter=lfs diff=lfs merge=lfs -text
|
|
|
|
6 |
*.tar.gz filter=lfs diff=lfs merge=lfs -text
|
7 |
*.ot filter=lfs diff=lfs merge=lfs -text
|
8 |
*.onnx filter=lfs diff=lfs merge=lfs -text
|
9 |
+
*.msgpack filter=lfs diff=lfs merge=lfs -text
|
LICENSE
DELETED
@@ -1,201 +0,0 @@
|
|
1 |
-
Apache License
|
2 |
-
Version 2.0, January 2004
|
3 |
-
http://www.apache.org/licenses/
|
4 |
-
|
5 |
-
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
|
6 |
-
|
7 |
-
1. Definitions.
|
8 |
-
|
9 |
-
"License" shall mean the terms and conditions for use, reproduction,
|
10 |
-
and distribution as defined by Sections 1 through 9 of this document.
|
11 |
-
|
12 |
-
"Licensor" shall mean the copyright owner or entity authorized by
|
13 |
-
the copyright owner that is granting the License.
|
14 |
-
|
15 |
-
"Legal Entity" shall mean the union of the acting entity and all
|
16 |
-
other entities that control, are controlled by, or are under common
|
17 |
-
control with that entity. For the purposes of this definition,
|
18 |
-
"control" means (i) the power, direct or indirect, to cause the
|
19 |
-
direction or management of such entity, whether by contract or
|
20 |
-
otherwise, or (ii) ownership of fifty percent (50%) or more of the
|
21 |
-
outstanding shares, or (iii) beneficial ownership of such entity.
|
22 |
-
|
23 |
-
"You" (or "Your") shall mean an individual or Legal Entity
|
24 |
-
exercising permissions granted by this License.
|
25 |
-
|
26 |
-
"Source" form shall mean the preferred form for making modifications,
|
27 |
-
including but not limited to software source code, documentation
|
28 |
-
source, and configuration files.
|
29 |
-
|
30 |
-
"Object" form shall mean any form resulting from mechanical
|
31 |
-
transformation or translation of a Source form, including but
|
32 |
-
not limited to compiled object code, generated documentation,
|
33 |
-
and conversions to other media types.
|
34 |
-
|
35 |
-
"Work" shall mean the work of authorship, whether in Source or
|
36 |
-
Object form, made available under the License, as indicated by a
|
37 |
-
copyright notice that is included in or attached to the work
|
38 |
-
(an example is provided in the Appendix below).
|
39 |
-
|
40 |
-
"Derivative Works" shall mean any work, whether in Source or Object
|
41 |
-
form, that is based on (or derived from) the Work and for which the
|
42 |
-
editorial revisions, annotations, elaborations, or other modifications
|
43 |
-
represent, as a whole, an original work of authorship. For the purposes
|
44 |
-
of this License, Derivative Works shall not include works that remain
|
45 |
-
separable from, or merely link (or bind by name) to the interfaces of,
|
46 |
-
the Work and Derivative Works thereof.
|
47 |
-
|
48 |
-
"Contribution" shall mean any work of authorship, including
|
49 |
-
the original version of the Work and any modifications or additions
|
50 |
-
to that Work or Derivative Works thereof, that is intentionally
|
51 |
-
submitted to Licensor for inclusion in the Work by the copyright owner
|
52 |
-
or by an individual or Legal Entity authorized to submit on behalf of
|
53 |
-
the copyright owner. For the purposes of this definition, "submitted"
|
54 |
-
means any form of electronic, verbal, or written communication sent
|
55 |
-
to the Licensor or its representatives, including but not limited to
|
56 |
-
communication on electronic mailing lists, source code control systems,
|
57 |
-
and issue tracking systems that are managed by, or on behalf of, the
|
58 |
-
Licensor for the purpose of discussing and improving the Work, but
|
59 |
-
excluding communication that is conspicuously marked or otherwise
|
60 |
-
designated in writing by the copyright owner as "Not a Contribution."
|
61 |
-
|
62 |
-
"Contributor" shall mean Licensor and any individual or Legal Entity
|
63 |
-
on behalf of whom a Contribution has been received by Licensor and
|
64 |
-
subsequently incorporated within the Work.
|
65 |
-
|
66 |
-
2. Grant of Copyright License. Subject to the terms and conditions of
|
67 |
-
this License, each Contributor hereby grants to You a perpetual,
|
68 |
-
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
|
69 |
-
copyright license to reproduce, prepare Derivative Works of,
|
70 |
-
publicly display, publicly perform, sublicense, and distribute the
|
71 |
-
Work and such Derivative Works in Source or Object form.
|
72 |
-
|
73 |
-
3. Grant of Patent License. Subject to the terms and conditions of
|
74 |
-
this License, each Contributor hereby grants to You a perpetual,
|
75 |
-
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
|
76 |
-
(except as stated in this section) patent license to make, have made,
|
77 |
-
use, offer to sell, sell, import, and otherwise transfer the Work,
|
78 |
-
where such license applies only to those patent claims licensable
|
79 |
-
by such Contributor that are necessarily infringed by their
|
80 |
-
Contribution(s) alone or by combination of their Contribution(s)
|
81 |
-
with the Work to which such Contribution(s) was submitted. If You
|
82 |
-
institute patent litigation against any entity (including a
|
83 |
-
cross-claim or counterclaim in a lawsuit) alleging that the Work
|
84 |
-
or a Contribution incorporated within the Work constitutes direct
|
85 |
-
or contributory patent infringement, then any patent licenses
|
86 |
-
granted to You under this License for that Work shall terminate
|
87 |
-
as of the date such litigation is filed.
|
88 |
-
|
89 |
-
4. Redistribution. You may reproduce and distribute copies of the
|
90 |
-
Work or Derivative Works thereof in any medium, with or without
|
91 |
-
modifications, and in Source or Object form, provided that You
|
92 |
-
meet the following conditions:
|
93 |
-
|
94 |
-
(a) You must give any other recipients of the Work or
|
95 |
-
Derivative Works a copy of this License; and
|
96 |
-
|
97 |
-
(b) You must cause any modified files to carry prominent notices
|
98 |
-
stating that You changed the files; and
|
99 |
-
|
100 |
-
(c) You must retain, in the Source form of any Derivative Works
|
101 |
-
that You distribute, all copyright, patent, trademark, and
|
102 |
-
attribution notices from the Source form of the Work,
|
103 |
-
excluding those notices that do not pertain to any part of
|
104 |
-
the Derivative Works; and
|
105 |
-
|
106 |
-
(d) If the Work includes a "NOTICE" text file as part of its
|
107 |
-
distribution, then any Derivative Works that You distribute must
|
108 |
-
include a readable copy of the attribution notices contained
|
109 |
-
within such NOTICE file, excluding those notices that do not
|
110 |
-
pertain to any part of the Derivative Works, in at least one
|
111 |
-
of the following places: within a NOTICE text file distributed
|
112 |
-
as part of the Derivative Works; within the Source form or
|
113 |
-
documentation, if provided along with the Derivative Works; or,
|
114 |
-
within a display generated by the Derivative Works, if and
|
115 |
-
wherever such third-party notices normally appear. The contents
|
116 |
-
of the NOTICE file are for informational purposes only and
|
117 |
-
do not modify the License. You may add Your own attribution
|
118 |
-
notices within Derivative Works that You distribute, alongside
|
119 |
-
or as an addendum to the NOTICE text from the Work, provided
|
120 |
-
that such additional attribution notices cannot be construed
|
121 |
-
as modifying the License.
|
122 |
-
|
123 |
-
You may add Your own copyright statement to Your modifications and
|
124 |
-
may provide additional or different license terms and conditions
|
125 |
-
for use, reproduction, or distribution of Your modifications, or
|
126 |
-
for any such Derivative Works as a whole, provided Your use,
|
127 |
-
reproduction, and distribution of the Work otherwise complies with
|
128 |
-
the conditions stated in this License.
|
129 |
-
|
130 |
-
5. Submission of Contributions. Unless You explicitly state otherwise,
|
131 |
-
any Contribution intentionally submitted for inclusion in the Work
|
132 |
-
by You to the Licensor shall be under the terms and conditions of
|
133 |
-
this License, without any additional terms or conditions.
|
134 |
-
Notwithstanding the above, nothing herein shall supersede or modify
|
135 |
-
the terms of any separate license agreement you may have executed
|
136 |
-
with Licensor regarding such Contributions.
|
137 |
-
|
138 |
-
6. Trademarks. This License does not grant permission to use the trade
|
139 |
-
names, trademarks, service marks, or product names of the Licensor,
|
140 |
-
except as required for reasonable and customary use in describing the
|
141 |
-
origin of the Work and reproducing the content of the NOTICE file.
|
142 |
-
|
143 |
-
7. Disclaimer of Warranty. Unless required by applicable law or
|
144 |
-
agreed to in writing, Licensor provides the Work (and each
|
145 |
-
Contributor provides its Contributions) on an "AS IS" BASIS,
|
146 |
-
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
|
147 |
-
implied, including, without limitation, any warranties or conditions
|
148 |
-
of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
|
149 |
-
PARTICULAR PURPOSE. You are solely responsible for determining the
|
150 |
-
appropriateness of using or redistributing the Work and assume any
|
151 |
-
risks associated with Your exercise of permissions under this License.
|
152 |
-
|
153 |
-
8. Limitation of Liability. In no event and under no legal theory,
|
154 |
-
whether in tort (including negligence), contract, or otherwise,
|
155 |
-
unless required by applicable law (such as deliberate and grossly
|
156 |
-
negligent acts) or agreed to in writing, shall any Contributor be
|
157 |
-
liable to You for damages, including any direct, indirect, special,
|
158 |
-
incidental, or consequential damages of any character arising as a
|
159 |
-
result of this License or out of the use or inability to use the
|
160 |
-
Work (including but not limited to damages for loss of goodwill,
|
161 |
-
work stoppage, computer failure or malfunction, or any and all
|
162 |
-
other commercial damages or losses), even if such Contributor
|
163 |
-
has been advised of the possibility of such damages.
|
164 |
-
|
165 |
-
9. Accepting Warranty or Additional Liability. While redistributing
|
166 |
-
the Work or Derivative Works thereof, You may choose to offer,
|
167 |
-
and charge a fee for, acceptance of support, warranty, indemnity,
|
168 |
-
or other liability obligations and/or rights consistent with this
|
169 |
-
License. However, in accepting such obligations, You may act only
|
170 |
-
on Your own behalf and on Your sole responsibility, not on behalf
|
171 |
-
of any other Contributor, and only if You agree to indemnify,
|
172 |
-
defend, and hold each Contributor harmless for any liability
|
173 |
-
incurred by, or claims asserted against, such Contributor by reason
|
174 |
-
of your accepting any such warranty or additional liability.
|
175 |
-
|
176 |
-
END OF TERMS AND CONDITIONS
|
177 |
-
|
178 |
-
APPENDIX: How to apply the Apache License to your work.
|
179 |
-
|
180 |
-
To apply the Apache License to your work, attach the following
|
181 |
-
boilerplate notice, with the fields enclosed by brackets "[]"
|
182 |
-
replaced with your own identifying information. (Don't include
|
183 |
-
the brackets!) The text should be enclosed in the appropriate
|
184 |
-
comment syntax for the file format. We also recommend that a
|
185 |
-
file or class name and description of purpose be included on the
|
186 |
-
same "printed page" as the copyright notice for easier
|
187 |
-
identification within third-party archives.
|
188 |
-
|
189 |
-
Copyright [2021] [Google, Inc.]
|
190 |
-
|
191 |
-
Licensed under the Apache License, Version 2.0 (the "License");
|
192 |
-
you may not use this file except in compliance with the License.
|
193 |
-
You may obtain a copy of the License at
|
194 |
-
|
195 |
-
http://www.apache.org/licenses/LICENSE-2.0
|
196 |
-
|
197 |
-
Unless required by applicable law or agreed to in writing, software
|
198 |
-
distributed under the License is distributed on an "AS IS" BASIS,
|
199 |
-
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
200 |
-
See the License for the specific language governing permissions and
|
201 |
-
limitations under the License.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
README.md
DELETED
@@ -1,218 +0,0 @@
|
|
1 |
-
---
|
2 |
-
language:
|
3 |
-
- af
|
4 |
-
- am
|
5 |
-
- ar
|
6 |
-
- as
|
7 |
-
- az
|
8 |
-
- be
|
9 |
-
- bg
|
10 |
-
- bn
|
11 |
-
- bo
|
12 |
-
- bs
|
13 |
-
- ca
|
14 |
-
- ceb
|
15 |
-
- co
|
16 |
-
- cs
|
17 |
-
- cy
|
18 |
-
- da
|
19 |
-
- de
|
20 |
-
- el
|
21 |
-
- en
|
22 |
-
- eo
|
23 |
-
- es
|
24 |
-
- et
|
25 |
-
- eu
|
26 |
-
- fa
|
27 |
-
- fi
|
28 |
-
- fr
|
29 |
-
- fy
|
30 |
-
- ga
|
31 |
-
- gd
|
32 |
-
- gl
|
33 |
-
- gu
|
34 |
-
- ha
|
35 |
-
- haw
|
36 |
-
- he
|
37 |
-
- hi
|
38 |
-
- hmn
|
39 |
-
- hr
|
40 |
-
- ht
|
41 |
-
- hu
|
42 |
-
- hy
|
43 |
-
- id
|
44 |
-
- ig
|
45 |
-
- is
|
46 |
-
- it
|
47 |
-
- ja
|
48 |
-
- jv
|
49 |
-
- ka
|
50 |
-
- kk
|
51 |
-
- km
|
52 |
-
- kn
|
53 |
-
- ko
|
54 |
-
- ku
|
55 |
-
- ky
|
56 |
-
- la
|
57 |
-
- lb
|
58 |
-
- lo
|
59 |
-
- lt
|
60 |
-
- lv
|
61 |
-
- mg
|
62 |
-
- mi
|
63 |
-
- mk
|
64 |
-
- ml
|
65 |
-
- mn
|
66 |
-
- mr
|
67 |
-
- ms
|
68 |
-
- mt
|
69 |
-
- my
|
70 |
-
- ne
|
71 |
-
- nl
|
72 |
-
- no
|
73 |
-
- ny
|
74 |
-
- or
|
75 |
-
- pa
|
76 |
-
- pl
|
77 |
-
- pt
|
78 |
-
- ro
|
79 |
-
- ru
|
80 |
-
- rw
|
81 |
-
- si
|
82 |
-
- sk
|
83 |
-
- sl
|
84 |
-
- sm
|
85 |
-
- sn
|
86 |
-
- so
|
87 |
-
- sq
|
88 |
-
- sr
|
89 |
-
- st
|
90 |
-
- su
|
91 |
-
- sv
|
92 |
-
- sw
|
93 |
-
- ta
|
94 |
-
- te
|
95 |
-
- tg
|
96 |
-
- th
|
97 |
-
- tk
|
98 |
-
- tl
|
99 |
-
- tr
|
100 |
-
- tt
|
101 |
-
- ug
|
102 |
-
- uk
|
103 |
-
- ur
|
104 |
-
- uz
|
105 |
-
- vi
|
106 |
-
- wo
|
107 |
-
- xh
|
108 |
-
- yi
|
109 |
-
- yo
|
110 |
-
- zh
|
111 |
-
- zu
|
112 |
-
tags:
|
113 |
-
- bert
|
114 |
-
- sentence_embedding
|
115 |
-
- multilingual
|
116 |
-
- google
|
117 |
-
license: Apache-2.0
|
118 |
-
datasets:
|
119 |
-
- CommonCrawl
|
120 |
-
- Wikipedia
|
121 |
-
---
|
122 |
-
|
123 |
-
# LaBSE
|
124 |
-
|
125 |
-
## Model description
|
126 |
-
|
127 |
-
Language-agnostic BERT Sentence Encoder (LaBSE) is a BERT-based model trained for sentence embedding for 109 languages. The pre-training process combines masked language modeling with translation language modeling. The model is useful for getting multilingual sentence embeddings and for bi-text retrieval.
|
128 |
-
|
129 |
-
- Model: [HuggingFace's model hub](https://huggingface.co/setu4993/LaBSE).
|
130 |
-
- Paper: [arXiv](https://arxiv.org/abs/2007.01852).
|
131 |
-
- Original model: [TensorFlow Hub](https://tfhub.dev/google/LaBSE/1).
|
132 |
-
- Blog post: [Google AI Blog](https://ai.googleblog.com/2020/08/language-agnostic-bert-sentence.html).
|
133 |
-
|
134 |
-
## Usage
|
135 |
-
|
136 |
-
Using the model:
|
137 |
-
|
138 |
-
```python
|
139 |
-
import torch
|
140 |
-
from transformers import BertModel, BertTokenizerFast
|
141 |
-
|
142 |
-
|
143 |
-
tokenizer = BertTokenizerFast.from_pretrained("setu4993/LaBSE")
|
144 |
-
model = BertModel.from_pretrained("setu4993/LaBSE")
|
145 |
-
model = model.eval()
|
146 |
-
|
147 |
-
english_sentences = [
|
148 |
-
"dog",
|
149 |
-
"Puppies are nice.",
|
150 |
-
"I enjoy taking long walks along the beach with my dog.",
|
151 |
-
]
|
152 |
-
english_inputs = tokenizer(english_sentences, return_tensors="pt", padding=True)
|
153 |
-
|
154 |
-
with torch.no_grad():
|
155 |
-
english_outputs = model(**english_inputs)
|
156 |
-
```
|
157 |
-
|
158 |
-
To get the sentence embeddings, use the pooler output:
|
159 |
-
|
160 |
-
```python
|
161 |
-
english_embeddings = english_outputs.pooler_output
|
162 |
-
```
|
163 |
-
|
164 |
-
Output for other languages:
|
165 |
-
|
166 |
-
```python
|
167 |
-
italian_sentences = [
|
168 |
-
"cane",
|
169 |
-
"I cuccioli sono carini.",
|
170 |
-
"Mi piace fare lunghe passeggiate lungo la spiaggia con il mio cane.",
|
171 |
-
]
|
172 |
-
japanese_sentences = ["犬", "子犬はいいです", "私は犬と一緒にビーチを散歩するのが好きです"]
|
173 |
-
italian_inputs = tokenizer(italian_sentences, return_tensors="pt", padding=True)
|
174 |
-
japanese_inputs = tokenizer(japanese_sentences, return_tensors="pt", padding=True)
|
175 |
-
|
176 |
-
with torch.no_grad():
|
177 |
-
italian_outputs = model(**italian_inputs)
|
178 |
-
japanese_outputs = model(**japanese_inputs)
|
179 |
-
|
180 |
-
italian_embeddings = italian_outputs.pooler_output
|
181 |
-
japanese_embeddings = japanese_outputs.pooler_output
|
182 |
-
```
|
183 |
-
|
184 |
-
For similarity between sentences, an L2-norm is recommended before calculating the similarity:
|
185 |
-
|
186 |
-
```python
|
187 |
-
import torch.nn.functional as F
|
188 |
-
|
189 |
-
|
190 |
-
def similarity(embeddings_1, embeddings_2):
|
191 |
-
normalized_embeddings_1 = F.normalize(embeddings_1, p=2)
|
192 |
-
normalized_embeddings_2 = F.normalize(embeddings_2, p=2)
|
193 |
-
return torch.matmul(
|
194 |
-
normalized_embeddings_1, normalized_embeddings_2.transpose(0, 1)
|
195 |
-
)
|
196 |
-
|
197 |
-
|
198 |
-
print(similarity(english_embeddings, italian_embeddings))
|
199 |
-
print(similarity(english_embeddings, japanese_embeddings))
|
200 |
-
print(similarity(italian_embeddings, japanese_embeddings))
|
201 |
-
```
|
202 |
-
|
203 |
-
## Details
|
204 |
-
|
205 |
-
Details about data, training, evaluation and performance metrics are available in the [original paper](https://arxiv.org/abs/2007.01852).
|
206 |
-
|
207 |
-
### BibTeX entry and citation info
|
208 |
-
|
209 |
-
```bibtex
|
210 |
-
@misc{feng2020languageagnostic,
|
211 |
-
title={Language-agnostic BERT Sentence Embedding},
|
212 |
-
author={Fangxiaoyu Feng and Yinfei Yang and Daniel Cer and Naveen Arivazhagan and Wei Wang},
|
213 |
-
year={2020},
|
214 |
-
eprint={2007.01852},
|
215 |
-
archivePrefix={arXiv},
|
216 |
-
primaryClass={cs.CL}
|
217 |
-
}
|
218 |
-
```
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
config.json
DELETED
@@ -1,21 +0,0 @@
|
|
1 |
-
{
|
2 |
-
"architectures": [
|
3 |
-
"BertModel"
|
4 |
-
],
|
5 |
-
"attention_probs_dropout_prob": 0.1,
|
6 |
-
"gradient_checkpointing": false,
|
7 |
-
"hidden_act": "gelu",
|
8 |
-
"hidden_dropout_prob": 0.1,
|
9 |
-
"hidden_size": 768,
|
10 |
-
"initializer_range": 0.02,
|
11 |
-
"intermediate_size": 3072,
|
12 |
-
"layer_norm_eps": 1e-12,
|
13 |
-
"max_position_embeddings": 512,
|
14 |
-
"model_type": "bert",
|
15 |
-
"num_attention_heads": 12,
|
16 |
-
"num_hidden_layers": 12,
|
17 |
-
"pad_token_id": 0,
|
18 |
-
"position_embedding_type": "absolute",
|
19 |
-
"type_vocab_size": 2,
|
20 |
-
"vocab_size": 501153
|
21 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
pytorch_model.bin
DELETED
@@ -1,3 +0,0 @@
|
|
1 |
-
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:13fd994ca91dbc613c710478c3be07b87665a0afc2889ef5470c31157d28d979
|
3 |
-
size 1883757089
|
|
|
|
|
|
|
|
special_tokens_map.json
DELETED
@@ -1,7 +0,0 @@
|
|
1 |
-
{
|
2 |
-
"unk_token": "[UNK]",
|
3 |
-
"sep_token": "[SEP]",
|
4 |
-
"pad_token": "[PAD]",
|
5 |
-
"cls_token": "[CLS]",
|
6 |
-
"mask_token": "[MASK]"
|
7 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
tf_model.h5
DELETED
@@ -1,3 +0,0 @@
|
|
1 |
-
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:83e58c168e463f248cb182afe1f8b74129f490df7193c27e74ab44911bdf639b
|
3 |
-
size 1883969304
|
|
|
|
|
|
|
|
tokenizer_config.json
DELETED
@@ -1,13 +0,0 @@
|
|
1 |
-
{
|
2 |
-
"do_lower_case": false,
|
3 |
-
"unk_token": "[UNK]",
|
4 |
-
"sep_token": "[SEP]",
|
5 |
-
"pad_token": "[PAD]",
|
6 |
-
"cls_token": "[CLS]",
|
7 |
-
"mask_token": "[MASK]",
|
8 |
-
"tokenize_chinese_chars": true,
|
9 |
-
"strip_accents": null,
|
10 |
-
"do_basic_tokenize": true,
|
11 |
-
"never_split": null,
|
12 |
-
"model_max_length": 512
|
13 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
vocab.txt
DELETED
The diff for this file is too large to render.
See raw diff
|
|