According to the NSW Office of State Revenue, stamp duty receipts have begun to fall as both property prices and transfers recede.
Annual stamp duty receipts in May fell by $83 million (1.5%) from April and have clearly hit a turning point:

This decline in stamp duties was driven by falling property transfers, which fell by 1.7% from April:
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