Best Practices for storing Deep Learning models

Deep Learning
1

Hi all!!

I have just trained a huge UlmFit Model in portuguese (6GB file), and now i wonder where and how to store it for later usage?

Any of you guys know some software where i can store and manage versions of my models? I am not being able to find any good way to do that.

Can someone help me?

Thanks

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2

Have you tried git large file storage? https://git-lfs.github.com/ this might be your solution

Edit: my bad, git lfs’ max is 2gb. Have you considered splitting zip file (from the model)?

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