How soon can I file my N-400 once I qualify for citizenship?

You can file for naturalization up to 90 days before the end of the 3 or 5 year residency period that may be required. So if you are married to a U.S. citizen, the 3 year residency applies and for all other types of adjustments, it's the 5 year residency.