I doubt anybody is willing to rent his/her car to you.
Buy a used car and buy 3rd party insurance. You can buy a brand new car and buy comprehensive. Don't expect your insurance is low, you only have G2 and they don't count your driving record in China.
If you can wait, then wait until you have your full license.