Machine Gun Kelly got way too hyped-up for his own good during his show in Vegas ... he broke one of his digits.
The rapper was 2 songs deep Sunday at the Drai's Animal House party at The Cromwell when he just banged too hard.
Kelly powered through the pain, and ending up jumping off a balcony into the pool.
And he didn't even drop the mic.
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