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Set up house
Life Stage
Often used when people start living independently, marry, or want to create a family atmosphere. 
Commitment Implication
Implies a significant step and long-term commitment to a living space, not just temporary accommodation. 
Cohabitation
May suggest that two or more people are moving in together to share a home. 