Do I put a 2 week notice in if I’ve only been working there for 3 weeks?

Like the title says. Still going through some of the training and realizing this isn't for me. Have another gig lined up. Do I give a 2 week notice? I'm thinking maybe they pay me out for it? Either way I'd like to respect their time and mine but I wouldn't mind the continued employment in between jobs. Thanks