With no sooner the main verb is always in the PAST PERFECT and the conjunction is THAN.

Inversion with Little…

Inversion with Only…

No inversion: Only Jane managed to finish the project on time.

Inversion with not

Inversion with no

Inversion with Not only… (but also)

Not only did he lose all the money, but he also found himself in debt.