You can give up to each year without reporting it to the IRS or paying any tax.
If your gift exceeds the annual limit, you still likely won't owe immediate taxes. Everything You Need To Know About Tax-Free Family Gifting
Married couples can combine their exclusions to gift $38,000 to one individual.