Read Mark 4:36 Using Other Translations
And when they had sent away the multitude, they took him even as he was in the ship. And there were also with him other little ships.
And leaving the crowd, they took him with them in the boat, just as he was. And other boats were with him.
So they took Jesus in the boat and started out, leaving the crowds behind (although other boats followed).