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chinese_pretrain_mrc_macbert_large
luhua/chinese_pretrain_mrc_macbert_large
chinese_pretrain_mrc_macbert_large is a question answering model from luhua. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as apache-2.0.
使用大量中文MRC数据训练的macbert-large模型，详情可查看：https://github.com/basketballandlearn/MRCCompetitionDureader 此库发布的再训练模型，在 阅读理解/分类 等任务上均有大幅提高<br/ （已有多位小伙伴在Dureader-2021等多个比赛中取得top5的成绩😁）
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At a glance
- Task
- Question Answering
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jun 12, 2021
- SHA
- f2d95d06
Try a prompt
Model card
From the Hugging Face model README
Chinese MRC macbert-large
- 使用大量中文MRC数据训练的macbert-large模型，详情可查看：https://github.com/basketballandlearn/MRC_Competition_Dureader
- 此库发布的再训练模型，在 阅读理解/分类 等任务上均有大幅提高<br/> （已有多位小伙伴在Dureader-2021等多个比赛中取得top5的成绩😁）
| 模型/数据集 | Dureader-2021 | tencentmedical |
|---|---|---|
| F1-score | Accuracy | |
| dev / A榜 | test-1 | |
| macbert-large (哈工大预训练语言模型) | 65.49 / 64.27 | 82.5 |
| roberta-wwm-ext-large (哈工大预训练语言模型) | 65.49 / 64.27 | 82.5 |
| macbert-large (ours) | 70.45 / 68.13 | 83.4 |
| roberta-wwm-ext-large (ours) | 68.91 / 66.91 | 83.1 |
- Task
- Question Answering
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Languages
- zh
- Created
- Mar 2, 2022
- Updated
- Jun 12, 2021