large majority
Whether large adds anything to majority.
A majority is already more than half. Large majority is common when you mean well over half. It is not an error. If the size is not the point, majority is enough. Vast majority is the same kind of phrase.
Examples
UseA majority voted yes.
UseA large majority voted yes.