If I gift $300,000 to one person to purchase a home but have never gave any other gifts will I owe gift tax? or does lifetime exclusion of $5 million apply?
No, you will not, because as you note, the lifetime exclusion will apply. However, as the gift is over $14,000 you will need to file a federal gift tax return on Form 709.
