Large .pkl data for backend is not pushed in github

Question

I am learing ML. recently, I have made movie recomandation model from tmdb dataset, I processed data using that model in .pkl (binary) file. made backend using that data but, data is too large to push in github I am unable to host website.

I am trying to push the backend with processed data but unable to deploy since it exceed the limit of file size

Answer 1

git think git's not very useful tool for saving large files, more suitable is DVC, you just need

dvc init
dvc remote add -d remote_storage path/to/your/dvc_remote
dvc add model.plk
dvc push

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