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ymcui avatar ymcui commented on May 12, 2024
  1. batch size过小会降低效果,这个在一些论文已经证实了。如果计算资源受限,则需要重新调整学习率。多数情况下,batch越小,学习率也要相应减小。
  2. warmup_steps太少,默认情况下warmup_proportions(比例)是0.1,即占总步数的10%
  3. 相关实现可以参考:https://github.com/ymcui/CMRC2018-DRCD-BERT

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ymcui avatar ymcui commented on May 12, 2024

先关闭issue了,如果有其他问题欢迎重新open。

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nlper27149 avatar nlper27149 commented on May 12, 2024

@beamind 请问复现结果了吗

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beamind avatar beamind commented on May 12, 2024

@beamind 请问复现结果了吗

我参考了作者的实现https://github.com/ymcui/CMRC2018-DRCD-BERT,已经复现了结果

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Alternate-D avatar Alternate-D commented on May 12, 2024
  1. batch size过小会降低效果,这个在一些论文已经证实了。如果计算资源受限,则需要重新调整学习率。多数情况下,batch越小,学习率也要相应减小。
  2. warmup_steps太少,默认情况下warmup_proportions(比例)是0.1,即占总步数的10%
  3. 相关实现可以参考:https://github.com/ymcui/CMRC2018-DRCD-BERT

https://github.com/ymcui/CMRC2018-DRCD-BERT这个链接失效了,请问现在对应的链接是哪个呢》

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