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How did Voldemort split his soul into making 7 horcruxes?
How did he learn the Horcrux spell?
As far as I know, the books don't mention specifically how Voldemort learned the Horcrux spell. However, it's implied that he did extensive research into dark magic and may have learned it from one of the dark wizards he associated with.