Why have George and Lennie run away from Weed?

Lennie touched a girl's dress because he loved soft things, and she screamed that she was being raped, making him too scared to let go. This made the girl even more frightened, which made the men of the town even more anxious to imprison Lennie. The escaped Weed to escape those accusations.