While they're not valid, I believe the browser will still respect non standard headings. The browser will treat them like non semantic elements (similar to a div), but you can kind of make it legit with a couple different aria attributes. I would recommend staying within the standard heading sizes though.
No h1 because there is only ever one of those and it's at the top of the first page.