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As long as your partner is here legally (not as a visitor. He currently ticks that box) or applying for entry clearance from a country where he holds legal residence (not just visiting).
In and of itself, the previous overstay is not grounds for refusal. Illegal working, use of deception, etc... are different matters which may or may not be relevant to his case.