|
18 | 18 | ./run.sh --stage 3 --stop-stage 3
|
19 | 19 | ```
|
20 | 20 | ## Pretrained Model
|
21 |
| -The pretrained model can be downloaded here [ernie_linear_p3_iwslt2012_zh_ckpt_0.1.1.zip](https://paddlespeech.bj.bcebos.com/text/ernie_linear_p3_iwslt2012_zh_ckpt_0.1.1.zip). |
| 21 | +The pretrained model can be downloaded here: |
| 22 | + |
| 23 | +[ernie_linear_p3_iwslt2012_zh_ckpt_0.1.1.zip](https://paddlespeech.bj.bcebos.com/text/ernie_linear_p3_iwslt2012_zh_ckpt_0.1.1.zip) |
| 24 | + |
| 25 | +[ernie-3.0-base.tar.gz](https://paddlespeech.bj.bcebos.com/punc_restore/ernie-3.0-base.tar.gz) |
| 26 | + |
| 27 | +[ernie-3.0-medium.tar.gz](https://paddlespeech.bj.bcebos.com/punc_restore/ernie-3.0-medium.tar.gz) |
| 28 | + |
| 29 | +[ernie-3.0-micro.tar.gz](https://paddlespeech.bj.bcebos.com/punc_restore/ernie-3.0-micro.tar.gz) |
| 30 | + |
| 31 | +[ernie-mini.tar.gz](https://paddlespeech.bj.bcebos.com/punc_restore/ernie-mini.tar.gz) |
| 32 | + |
| 33 | +[ernie-nano.tar.gz](https://paddlespeech.bj.bcebos.com/punc_restore/ernie-nano.tar.gz) |
| 34 | + |
| 35 | +[ernie-tiny.tar.gz](https://paddlespeech.bj.bcebos.com/punc_restore/ernie-tiny.tar.gz) |
22 | 36 |
|
23 | 37 | ### Test Result
|
24 |
| -- Ernie |
| 38 | +- Ernie 1.0 |
25 | 39 | | |COMMA | PERIOD | QUESTION | OVERALL|
|
26 | 40 | |:-----:|:-----:|:-----:|:-----:|:-----:|
|
27 | 41 | |Precision |0.510955 |0.526462 |0.820755 |0.619391|
|
28 | 42 | |Recall |0.517433 |0.564179 |0.861386 |0.647666|
|
29 | 43 | |F1 |0.514173 |0.544669 |0.840580 |0.633141|
|
| 44 | +- Ernie-tiny |
| 45 | + | |COMMA | PERIOD | QUESTION | OVERALL| |
| 46 | + |:-----:|:-----:|:-----:|:-----:|:-----:| |
| 47 | + |Precision |0.733177 |0.721448 |0.754717 |0.736447| |
| 48 | + |Recall |0.380740 |0.524646 |0.733945 |0.546443| |
| 49 | + |F1 |0.501204 |0.607506 |0.744186 |0.617632| |
| 50 | +- Ernie-3.0-base-zh |
| 51 | + | |COMMA | PERIOD | QUESTION | OVERALL| |
| 52 | + |:-----:|:-----:|:-----:|:-----:|:-----:| |
| 53 | + |Precision |0.805947 |0.764160 |0.858491 |0.809532| |
| 54 | + |Recall |0.399070 |0.567978 |0.850467 |0.605838| |
| 55 | + |F1 |0.533817 |0.651623 |0.854460 |0.679967| |
| 56 | +- Ernie-3.0-medium-zh |
| 57 | + | |COMMA | PERIOD | QUESTION | OVERALL| |
| 58 | + |:-----:|:-----:|:-----:|:-----:|:-----:| |
| 59 | + |Precision |0.730829 |0.699164 |0.707547 |0.712514| |
| 60 | + |Recall |0.388196 |0.533286 |0.797872 |0.573118| |
| 61 | + |F1 |0.507058 |0.605062 |0.750000 |0.620707| |
| 62 | +- Ernie-3.0-mini-zh |
| 63 | + | |COMMA | PERIOD | QUESTION | OVERALL| |
| 64 | + |:-----:|:-----:|:-----:|:-----:|:-----:| |
| 65 | + |Precision |0.757433 |0.708449 |0.707547 |0.724477| |
| 66 | + |Recall |0.355752 |0.506977 |0.735294 |0.532674| |
| 67 | + |F1 |0.484121 |0.591015 |0.721154 |0.598763| |
| 68 | +- Ernie-3.0-micro-zh |
| 69 | + | |COMMA | PERIOD | QUESTION | OVERALL| |
| 70 | + |:-----:|:-----:|:-----:|:-----:|:-----:| |
| 71 | + |Precision |0.733959 |0.679666 |0.726415 |0.713347| |
| 72 | + |Recall |0.332742 |0.483487 |0.712963 |0.509731| |
| 73 | + |F1 |0.457896 |0.565033 |0.719626 |0.580852| |
| 74 | +- Ernie-3.0-nano-zh |
| 75 | + | |COMMA | PERIOD | QUESTION | OVERALL| |
| 76 | + |:-----:|:-----:|:-----:|:-----:|:-----:| |
| 77 | + |Precision |0.693271 |0.682451 |0.754717 |0.710146| |
| 78 | + |Recall |0.327784 |0.491968 |0.666667 |0.495473| |
| 79 | + |F1 |0.445114 |0.571762 |0.707965 |0.574947| |
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