Introduction of chinese-electra-small-ex-generator
Model Details of chinese-electra-small-ex-generator
Please use
ElectraForPreTraining
for
discriminator
and
ElectraForMaskedLM
for
generator
if you are re-training these models.
Chinese ELECTRA
Google and Stanford University released a new pre-trained model called ELECTRA, which has a much compact model size and relatively competitive performance compared to BERT and its variants.
For further accelerating the research of the Chinese pre-trained model, the Joint Laboratory of HIT and iFLYTEK Research (HFL) has released the Chinese ELECTRA models based on the official code of ELECTRA.
ELECTRA-small could reach similar or even higher scores on several NLP tasks with only 1/10 parameters compared to BERT and its variants.
@inproceedings{cui-etal-2020-revisiting,
title = "Revisiting Pre-Trained Models for {C}hinese Natural Language Processing",
author = "Cui, Yiming and
Che, Wanxiang and
Liu, Ting and
Qin, Bing and
Wang, Shijin and
Hu, Guoping",
booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings",
month = nov,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.findings-emnlp.58",
pages = "657--668",
}
Runs of hfl chinese-electra-small-ex-generator on huggingface.co
6
Total runs
1
24-hour runs
1
3-day runs
2
7-day runs
3
30-day runs
More Information About chinese-electra-small-ex-generator huggingface.co Model
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