Skip to content

GitLab

Switch branch/tag
Find file Normal viewHistoryPermalink
contents.rst 10.8 KB
Newer Older
yuguo-Jack's avatar
llama_paddle  
yuguo-Jack committed
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70 


------------------------------------
ALBERT模型汇总
------------------------------------



下表汇总介绍了目前PaddleNLP支持的ALBERT模型对应预训练权重。
关于模型的具体细节可以参考对应链接。

+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
| Pretrained Weight                                                                | Language     | Details of the model                                                             |
+==================================================================================+==============+==================================================================================+
|``albert-base-v1``                                                                | English      | 12 repeating layers, 128 embedding,                                              |
|                                                                                  |              | 768-hidden, 12-heads, 11M parameters.                                            |
|                                                                                  |              | ALBERT base model                                                                |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-large-v1``                                                               | English      | 24 repeating layers, 128 embedding,                                              |
|                                                                                  |              | 1024-hidden, 16-heads, 17M parameters.                                           |
|                                                                                  |              | ALBERT large model                                                               |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-xlarge-v1``                                                              | English      | 24 repeating layers, 128 embedding,                                              |
|                                                                                  |              | 2048-hidden, 16-heads, 58M parameters.                                           |
|                                                                                  |              | ALBERT xlarge model                                                              |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-xxlarge-v1``                                                             | English      | 12 repeating layers, 128 embedding,                                              |
|                                                                                  |              | 4096-hidden, 64-heads, 223M parameters.                                          |
|                                                                                  |              | ALBERT xxlarge model                                                             |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-base-v2``                                                                | English      | 12 repeating layers, 128 embedding,                                              |
|                                                                                  |              | 768-hidden, 12-heads, 11M parameters.                                            |
|                                                                                  |              | ALBERT base model (version2)                                                     |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-large-v2``                                                               | English      | 24 repeating layers, 128 embedding,                                              |
|                                                                                  |              | 1024-hidden, 16-heads, 17M parameters.                                           |
|                                                                                  |              | ALBERT large model (version2)                                                    |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-xlarge-v2``                                                              | English      | 24 repeating layers, 128 embedding,                                              |
|                                                                                  |              | 2048-hidden, 16-heads, 58M parameters.                                           |
|                                                                                  |              | ALBERT xlarge model (version2)                                                   |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-xxlarge-v2``                                                             | English      | 12 repeating layers, 128 embedding,                                              |
|                                                                                  |              | 4096-hidden, 64-heads, 223M parameters.                                          |
|                                                                                  |              | ALBERT xxlarge model (version2)                                                  |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-chinese-tiny``                                                           | Chinese      | 4 repeating layers, 128 embedding,                                               |
|                                                                                  |              | 312-hidden, 12-heads, 4M parameters.                                             |
|                                                                                  |              | ALBERT tiny model (Chinese)                                                      |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-chinese-small``                                                          | Chinese      | 6 repeating layers, 128 embedding,                                               |
|                                                                                  |              | 384-hidden, 12-heads, _M parameters.                                             |
|                                                                                  |              | ALBERT small model (Chinese)                                                     |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-chinese-base``                                                           | Chinese      | 12 repeating layers, 128 embedding,                                              |
|                                                                                  |              | 768-hidden, 12-heads, 12M parameters.                                            |
|                                                                                  |              | ALBERT base model (Chinese)                                                      |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-chinese-large``                                                          | Chinese      | 24 repeating layers, 128 embedding,                                              |
|                                                                                  |              | 1024-hidden, 16-heads, 18M parameters.                                           |
|                                                                                  |              | ALBERT large model (Chinese)                                                     |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-chinese-xlarge``                                                         | Chinese      | 24 repeating layers, 128 embedding,                                              |
|                                                                                  |              | 2048-hidden, 16-heads, 60M parameters.                                           |
|                                                                                  |              | ALBERT xlarge model (Chinese)                                                    |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+
|``albert-chinese-xxlarge``                                                        | Chinese      | 12 repeating layers, 128 embedding,                                              |
|                                                                                  |              | 4096-hidden, 16-heads, 235M parameters.                                          |
|                                                                                  |              | ALBERT xxlarge model (Chinese)                                                   |
+----------------------------------------------------------------------------------+--------------+----------------------------------------------------------------------------------+