Require help regarding what to do

Have received an offer from a company and the joining date is in 3 days. However another company which is better has reached out and they have 3 rounds of interviews which I need to clear. Should I give a try for that company and ask them to schedule the interviews fast? If I get through in that org will it be okay if I say no to this company whose offer I already hold.