COS from H4 to F1 for spouse

Hi,
I am currently on h4,planning to apply for COS from h4 to f1.I got admit from a university and going to start my college from this Jan 2025.

I wanted to know if I am allowed to do COS on my own even though my husband has already valid H1b and he is not making any visa extension in next 3 years. Some online resources says H1b dependents cant file for COS. I know F1 is not required for education in USA as H4 visa still allows for studies but, I want to covert to F1.

Please help.

Can someone please help me here?