Unfortunately, due to the current Presidential Proclamation, you must be married to visit one's partner in the United States.
Many US visa holders are also unable to see loved ones overseas because they would be banned from re-entering the USA on their return. There is a petition on change.org to exempt all non-immigrant visa holders from travel restrictions. This exemption already applies to some visa holders.
Petition: Reunite families separated by USA travel restrictions