RMD on an Inherited IRA

Hi.  I am 55 and inherited a small IRA from my Mom.  I understand that I need to take RMDs and deplete the account within 10 years.  My question is, am I able to deplete the account in 2 or 3 years?  Is this an issue?

 

Any guidance would be appreciated.....