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直接运行ner_ElectraTrain_dist.sh,在半个epoch F1可以达到90以上。你再检查下数据或模型是不是有问题? about textbrewer HOT 5 CLOSED

airaria avatar airaria commented on May 27, 2024
直接运行ner_ElectraTrain_dist.sh,在半个epoch F1可以达到90以上。你再检查下数据或模型是不是有问题?

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Comments (5)

houpanpan avatar houpanpan commented on May 27, 2024

在ElectraTrain base模型是可以复现结果的,但是把教师模型改为bert模型,为啥finetune的结果非常差呢,是需要改哪些参数嘛

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airaria avatar airaria commented on May 27, 2024

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houpanpan avatar houpanpan commented on May 27, 2024

前辈您好,NER任务的finetune过程,我将模型改为bert-base后,学习率改为2e-5/3e-5,衰减系数为1,反复试验多次,结果均很差很差,是我哪里设置出了问题嘛,按理说F1结果应该在90%才对啊,求指导,谢谢。

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stale avatar stale commented on May 27, 2024

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

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stale avatar stale commented on May 27, 2024

Closing the issue, since no updates observed. Feel free to re-open if you need any further assistance.

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