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ArrowLuo avatar ArrowLuo commented on May 20, 2024

Hi, Yes, the hyperparameters are the same as the finetune on the msvrtt except for the batch size. The learning rate is also 1e-7. We have not tested other hyperparameters yet. Because the pretrain is time-consuming.

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junchen14 avatar junchen14 commented on May 20, 2024

if we choose to use the seqTransf, this seqtransf is optimized using the learning rate of 1e-4, right? for training on small datasets like msvd, I think it is fine. but if we pretrain on howto100m dataset, do you think 1e-4 is a bit large?

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ArrowLuo avatar ArrowLuo commented on May 20, 2024

I think 1e-4 is ok, or you can set it smaller.

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junchen14 avatar junchen14 commented on May 20, 2024

ok got it. thanks very much for your quick response

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