وَيَقْطَعُ التَّلْبِيَةَ مَعَ أَوَّلِ حَصَاةٍ.
Translation: And he ceases the talbiyah with the first pebble.
The talbiyah accompanies the pilgrim through the major ihram stages. Al-Quduri sets a precise stopping point: the first pebble at Jamrat al-Aqabah.
It is not postponed until the seventh pebble, shaving, or the visitation tawaf. Ending the talbiyah and releasing the prohibitions of ihram are separate matters: the talbiyah ends at the first throw, while the initial release is described after hair removal.