You claim the interest paid in the year you paid it, so the interest you paid in 2024 goes on the 2024 return and interest paid in 2025 gets reported on the 2025 return.
You are allowed to claim interest on a house under construction for 24 months before it needs to be ready to be occupied.
IRS Pub 936
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