High Kelseyheart,
You can train your plants. The mainline technique is perfect for a small closet. You can also use a scrog net to avoid that they grow too tall.
The pot size and the time that you let them grow before switching to flower mode (lights on 12/12) can also make a big difference in the plants size.
The Plagron nutritions are my personal favorite. You can use Plagron Terra Grow, Terra Bloom, Power Roots, Pure Zym, Green Sensation and Sugar Royal. The most beautiful thing is that they sell all these product in 1 starters kit. That should be enough for a few rounds in a small closet. Check their website or just google Plagron Terra Starters Kit.
Happy Growing!