There was a split, long ago. A disagreement among the predecessors to the Sith and the Jedi.
And now, tens thousand years later, the true reasons are lost to time.
We try to wipe the Jedi out, the Jedi then try to wipe us out. We return. The cycle repeats. And as I said, both sides have become too extreme to ever meet in the middle again.