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[Question]: 如何使用PaddleNlp的albert模型进行训练 #9078

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a31413510 opened this issue Sep 4, 2024 · 3 comments
Open

[Question]: 如何使用PaddleNlp的albert模型进行训练 #9078

a31413510 opened this issue Sep 4, 2024 · 3 comments
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@a31413510
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请提出你的问题

如何使用PaddleNlp的albert模型进行训练，在model_zoo里似乎没有找到albert模型
@a31413510 a31413510 added the question Further information is requested label Sep 4, 2024
@wawltor
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wawltor commented Sep 4, 2024

albert和bert的训练方式基本一致，可以参考bert模型的训练方式，可以参考

PaddleNLP/legacy/model_zoo/bert/run_glue_trainer.py

Line 60 in 70da482

"ernie": (ErnieForSequenceClassification, ErnieTokenizer),

同时稍微改动几行代码，支持albert训练，传入传入albert的Class名字，具体的Class名字可以参考 https://github.com/PaddlePaddle/PaddleNLP/blob/develop/paddlenlp/transformers/albert/modeling.py

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请问是这么添加吗
"albert": (AlbertForSequenceClassification, AlbertTokenizer),
除此之外，还有什么需要修改的吗

@tianchiguaixia
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你使用torch就10行代码就可以微调albert

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