mirror of
https://github.com/huggingface/transformers.git
synced 2025-07-19 04:28:26 +06:00
Create README.md for Chinese RoBERTa Miniatures (#8550)
* Create README.md * Update model_cards/uer/chinese_roberta_L-2_H-128/README.md Co-authored-by: Julien Chaumond <chaumond@gmail.com>
This commit is contained in:
parent
f4e04cd2c6
commit
9b7fb8a368
44
model_cards/uer/chinese_roberta_L-2_H-128/README.md
Normal file
44
model_cards/uer/chinese_roberta_L-2_H-128/README.md
Normal file
@ -0,0 +1,44 @@
|
||||
---
|
||||
language: zh
|
||||
datasets:
|
||||
- CLUECorpus
|
||||
---
|
||||
|
||||
# Chinese RoBERTa Miniatures
|
||||
|
||||
## Model description
|
||||
|
||||
This is the set of 24 Chinese RoBERTa models pre-trained by [UER-py](https://www.aclweb.org/anthology/D19-3041.pdf).
|
||||
|
||||
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:
|
||||
|
||||
| |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)**]|
|
||||
|
||||
## Training data
|
||||
|
||||
CLUECorpus2020 and CLUECorpusSmall are used as training corpus.
|
||||
|
||||
## Training procedure
|
||||
|
||||
Training details can be found in [UER-py](https://github.com/dbiir/UER-py/).
|
||||
|
||||
### BibTeX entry and citation info
|
||||
|
||||
```
|
||||
@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}
|
||||
}
|
||||
```
|
||||
|
||||
[2_128]: https://huggingface.co/uer/chinese_roberta_L-2_H-128
|
Loading…
Reference in New Issue
Block a user