Issue with Deploying ML Models in Streamlit

[Caroline]

Hi Joti_Gokaraju,

Thanks for sharing this question!

It looks like your app is exceeding the 1GB resource limit, which is causing this error.

Here are a few resources you might find helpful:

• Blog post on reducing your app’s memory usage
• Blog post on fixing memory leaks
• Documentation on caching
• Community Deployment Wiki
• Documentation on using Streamlit with Docker and Kubernetes