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xueyouluo avatar xueyouluo commented on June 14, 2024

预训练那块的话因为我是直接拿的开源的代码,你可以参考这两个:

如果它们有实现的话可以参考着改改,没有的话就得自己改了。 改的话我建议用horvod这个库,改动不会太大,我在别的预训练上试过,没有在这里改过。

谷歌自己用tf2实现过,但我没试过是否支持转成tf1的
-https://github.com/tensorflow/models/tree/master/official/nlp

另外一个思路就是用huggingface的transformers,里面应该实现了electra的预训练,那边训练好之后转换为tf的格式

再者更简单是这个库https://simpletransformers.ai/docs/lm-specifics/。

方法挺多,自己研究研究吧😊。

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yangpei16 avatar yangpei16 commented on June 14, 2024

感谢大佬指点,这就去试试~

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