Streamlit Cloud doesn’t support GPU for now so for using GPU, you will need to deploy your app on Azure/AWS/GCP using their GPU enabled VMs which are really costly.
I also found this discussion (What's your preferred deployment platform for GPU-enabled applications?) that talk about some other platforms to do so incurring less cost.
Best,
Kanak
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