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Create README.md for Chinese RoBERTa Miniatures (huggingface#8550)
* Create README.md * Update model_cards/uer/chinese_roberta_L-2_H-128/README.md Co-authored-by: Julien Chaumond <chaumond@gmail.com>
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--- | ||
language: zh | ||
datasets: | ||
- CLUECorpus | ||
--- | ||
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# Chinese RoBERTa Miniatures | ||
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## Model description | ||
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This is the set of 24 Chinese RoBERTa models pre-trained by [UER-py](https://www.aclweb.org/anthology/D19-3041.pdf). | ||
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You can download the 24 Chinese RoBERTa miniatures either from the [UER-py Github page](https://github.com/dbiir/UER-py/), or via HuggingFace from the links below: | ||
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| |H=128|H=256|H=512|H=768| | ||
|---|:---:|:---:|:---:|:---:| | ||
| **L=2** |[**2/128 (BERT-Tiny)**][2_128]|[2/256]|[2/512]|[2/768]| | ||
| **L=4** |[4/128]|[**4/256 (BERT-Mini)**]|[**4/512 (BERT-Small)**]|[4/768]| | ||
| **L=6** |[6/128]|[6/256]|[6/512]|[6/768]| | ||
| **L=8** |[8/128]|[8/256]|[**8/512 (BERT-Medium)**]|[8/768]| | ||
| **L=10** |[10/128]|[10/256]|[10/512]|[10/768]| | ||
| **L=12** |[12/128]|[12/256]|[12/512]|[**12/768 (BERT-Base)**]| | ||
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## Training data | ||
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CLUECorpus2020 and CLUECorpusSmall are used as training corpus. | ||
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## Training procedure | ||
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Training details can be found in [UER-py](https://github.com/dbiir/UER-py/). | ||
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### BibTeX entry and citation info | ||
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``` | ||
@article{zhao2019uer, | ||
title={UER: An Open-Source Toolkit for Pre-training Models}, | ||
author={Zhao, Zhe and Chen, Hui and Zhang, Jinbin and Zhao, Xin and Liu, Tao and Lu, Wei and Chen, Xi and Deng, Haotang and Ju, Qi and Du, Xiaoyong}, | ||
journal={EMNLP-IJCNLP 2019}, | ||
pages={241}, | ||
year={2019} | ||
} | ||
``` | ||
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[2_128]: https://huggingface.co/uer/chinese_roberta_L-2_H-128 |