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It’s a manhwa where the fl know that the ml which is duke i believe will marry another woman (red head). So she decide that she will leave the house when the contract ended, but reality is the ml love her now. There’s a time where the ml loss his memory but somehow ended up at the fl house’s (she is a commoner)