Dissolving a LLC without income - IRS?

Im dissolving a partnership LLC in Florida that was active in 2024 but had no activity/no income, is required to file a final tax from 2024/2025 anyway or just a letter requesting the cancellation of the EIN is enough and on the letter inform that since the end of 2023 the LLC had no activity?