modelscope / FunASR

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.
https://www.funasr.com
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尝试使用 finetune.sh 微调 seaco-paraformer ,微调后发现,每个epoch 的model.pt增大了很大,从原模型的800多M,增大到了2.44GB多,这是什么原因 #1774

Closed locasxe closed 4 months ago

locasxe commented 4 months ago

Notice: In order to resolve issues more efficiently, please raise issue following the template. (注意:为了更加高效率解决您遇到的问题,请按照模板提问,补充细节)

🐛 Bug

尝试使用 finetune.sh 微调 seaco-paraformer ,微调后发现,每个epoch 的model.pt增大了很大,从原模型的800多M,增大到了2.44GB多,这是什么原因

To Reproduce

bash finetune.sh

Expected behavior

模型大小应保持一致

Environment

asyncat commented 2 months ago

@locasxe 遇到相同的问题,请问您是怎么解决的?

123wimin321 commented 3 weeks ago

您好,想问下是怎么解决的呢?是什么原因呢?

locasxe commented 2 weeks ago

这个问题是模型保存方式引起,详情可以看average_checkpoints这个函数 @123wimin321 @asyncat