Thank you, @anurag_chowdhury, for your question.
I recommend checking out the insightful post by @dataprofessor on this subject. It provides detailed steps for managing Git LFS effectively, which should help troubleshoot your issue.
You can find it here: FAQ: How to use large files in your Streamlit app
Best wishes,
Charly