InlineBackend.figure_format='jpeg' vs 'png'

I’m trying to reduce the file size of the inline images in my notebook. I changed the default value of InlineBackend.figure_format=‘png’ to ‘jpeg’, and although the notebook now outputs jpeg images, the file size isn’t that much smaller. Is there a way to change the jpeg quality to get a smaller file size?