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Any way to finetune? #27

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MCLYang opened this issue Jul 8, 2021 · 1 comment
Open

Any way to finetune? #27

MCLYang opened this issue Jul 8, 2021 · 1 comment

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@MCLYang
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MCLYang commented Jul 8, 2021

This is such an interesting work. I hope I could finetune the model to generate particular type of genre and I want to listen to your suggestions. For example, I prepared a small set of jazz songs and attempt to train a little before I infer a new jazz song, where would you recommend to extend for the code?

Appreciate your help
Best,

@pietrobolcato
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Hello! :) did you manage to finetune the model? I am also finding difficulties.

My idea was to simply load the pre-trained model, and then train further on a small dataset with fit_one_cycle. Unfortunately, this doesn't get the wanted result and the training and validation losses increase rather than decrease. Any idea on how to do it?

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