hfl / chinese-pert-large-mrc

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24-hour runs: 1
7-day runs: 6
30-day runs: -23
Model's Last Updated: 5月 05 2022
question-answering

Introduction of chinese-pert-large-mrc

Model Details of chinese-pert-large-mrc

A Chinese MRC model built on Chinese PERT-large

Please use BertForQuestionAnswering to load this model!

This is a Chinese machine reading comprehension (MRC) model built on PERT-large and fine-tuned on a mixture of Chinese MRC datasets.

PERT is a pre-trained model based on permuted language model (PerLM) to learn text semantic information in a self-supervised manner without introducing the mask tokens [MASK]. It yields competitive results on in tasks such as reading comprehension and sequence labeling.

Results on Chinese MRC datasets (EM/F1):

(We report the checkpoint that has the best AVG score)

CMRC 2018 Dev DRCD Dev SQuAD-Zen Dev (Answerable) AVG
PERT-large 73.5/90.8 91.2/95.7 63.0/79.3 75.9/88.6

Please visit our GitHub repo for more information: https://github.com/ymcui/PERT

You may also be interested in,

Chinese Minority Languages CINO: https://github.com/ymcui/Chinese-Minority-PLM
Chinese MacBERT: https://github.com/ymcui/MacBERT
Chinese BERT series: https://github.com/ymcui/Chinese-BERT-wwm
Chinese ELECTRA: https://github.com/ymcui/Chinese-ELECTRA
Chinese XLNet: https://github.com/ymcui/Chinese-XLNet
Knowledge Distillation Toolkit - TextBrewer: https://github.com/airaria/TextBrewer

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

Runs of hfl chinese-pert-large-mrc on huggingface.co

27
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1
24-hour runs
7
3-day runs
6
7-day runs
-23
30-day runs

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chinese-pert-large-mrc huggingface.co

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

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chinese-pert-large-mrc install

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

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