hfl / chinese-electra-large-generator

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Introduction of chinese-electra-large-generator

Model Details of chinese-electra-large-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.

This project is based on the official code of ELECTRA: https://github.com/google-research/electra

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More resources by HFL: https://github.com/ymcui/HFL-Anthology

Citation

If you find our resource or paper is useful, please consider including the following citation in your paper.

@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-large-generator on huggingface.co

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chinese-electra-large-generator huggingface.co

chinese-electra-large-generator huggingface.co is an AI model on huggingface.co that provides chinese-electra-large-generator's model effect (), which can be used instantly with this hfl chinese-electra-large-generator model. huggingface.co supports a free trial of the chinese-electra-large-generator model, and also provides paid use of the chinese-electra-large-generator. Support call chinese-electra-large-generator model through api, including Node.js, Python, http.

chinese-electra-large-generator huggingface.co Url

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hfl chinese-electra-large-generator online free url in huggingface.co:

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chinese-electra-large-generator install

chinese-electra-large-generator is an open source model from GitHub that offers a free installation service, and any user can find chinese-electra-large-generator on GitHub to install. At the same time, huggingface.co provides the effect of chinese-electra-large-generator install, users can directly use chinese-electra-large-generator installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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