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Hi and welcome to JustAnswer:
Technically, tax should be withheld from the sales proceeds to assure tax payment. The foreigner would then need to file a Form 1040-NR to obtain a refund for any excess taxes withheld.
I say technically because the escrow agent should withhold and hopefully will.