Error occur while deploying my app on Streamlit Cloud

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1

I uploaded my project-related files on GitHub, but the app error occurred while deploying. Please help me resolve this issue-

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2

You are using Git-LFS and a model with > 1.5GB size, this probably exceeds the bandwidth quota of your non-premium Github.

3

Yes, I have uploaded an ml model size > 1.5GB using GitHub lfs. So is this why it shows an error while cloning on streamlit cloud? If yes, then please tell me what should I do?

4

This is a GitHub problem/limitation and not related to streamlit cloud.
Possible options:

  • Buy a premium version of GitHub
  • Use a smaller model
  • Store your model somewhere else and load it during runtime
5

But it shows it was successfully uploaded to the GitHub repository.

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7

Ok, so it means that even if I see the model on GitHub uploaded but in reality, it is not, and due to that there are errors occur when deploying, right?

8

Yes, something like that. If you look at the file on GitHub, you will only see a kind of “pointer file” to each of the files that are under Git-LFS control. But when the bandwidth limit is exceeded, the actual files are no longer downloaded, if you run a git clone or git pull command.

9

Thanks for answering. Actually, I am looking for a text summarization model for my python project. Have you know any model or any free API service, if yes then please tell me

10

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