When Kizaru said that "he" will go to Sabaody, he brought with him Marine Soldiers and a bunch of Pacifista, along with Sentomaru. So obviously, Kizaru would've taken proper force with him, maybe even the new SSG weapon Kaido himself pointed out the marines can use now, as they abandoned the Shichibukai.