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ALBERT-small训练效果问题 #53

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Hanlard opened this issue Jun 16, 2020 · 0 comments
Open

ALBERT-small训练效果问题 #53

Hanlard opened this issue Jun 16, 2020 · 0 comments

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@Hanlard
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Hanlard commented Jun 16, 2020

您好,我尝试在您训练的albert_small基础之上,使用金融语料预训练albert_small。
碰到问题:
在10万金融语料上训练后,即使再增加数,模型精度也不再提升,损失也不再下降。
当使用原先的学习率(0.000176)会发散,学习率我已经降低到1e-5和1e-6,但是学习效果仍然止步不前。
我训练的albert_small效果如下:
训练精度只有57和68。

1)您是否可以分享一下,albert_small训练的效果?
2)对于提升预训练效果您是否可以分享一些经验?

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