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liangwq avatar liangwq commented on August 17, 2024

多次遇到数据集比较大, 导致服务器内存不够问题。 请问作者有办法改成 hugging face 的datasets 用流失数据加载么?

内存196G,cpu 32核, GPU 8 v100-32G .

是batch化的训练的,你可以把batch调小点、把长度调小点;后面会做bit优化,让更小内存也能训

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2023March avatar 2023March commented on August 17, 2024

怎么设置长度呀? 哪个参数

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rucieryi369 avatar rucieryi369 commented on August 17, 2024

multi_gpu_fintune_belle.py中的MAX_LENGTH是长度设置,--per_device_train_batch_size是batch的设置

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