Leaving it is fine as that amount of excess thermal paste won't have any detrimental effects.
If it bothers you enough however there are 2 ways you can remove it:
- q-tip with 99% isopropyl alcohol
- q-tip with electrical contact cleaner
For your case I'd recommend the first as it's cheaper
Again however with that small amount you'll be fine leaving it👍