Stevie J Claims He Dumped Joseline Hernandez For Cheating On Him

"Love & Hip Hop: Atlanta" star Stevie J has HAD IT with his partner and TV co-star Joseline Hernandez ... telling TMZ it's over because she cheated on him.

Stevie claims she's hooked up with not just one but several rappers. He tells TMZ he found out 2 days ago and says he had overwhelming proof ... enough for him to dump her.

Joseline is off the radar ... nowhere to be found. TMZ tried calling her for a response but she's gone radio silent.

It's a sudden turn ... just last week our photog got them leaving an L.A. restaurant hand-in-hand. And just last Saturday he serenaded her at an Inglewood club ... proclaiming his love for her.

Stevie -- who was arrested last month because he's more than 1 million in the child support hole.

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