Stolen phone got find my phone turned off, is it possible to see last location.

Did this happen to you: Beware of a common phishing scam: You may get a text or email from “Apple” or “Apple Security” (or sometimes “Police”) saying your phone has been found and to click on a link to see its location. This is NEVER from Apple or from law enforcement; it is from the thief or fence to steal your Apple ID and identity. Delete any such message without responding to it. Apple never gets involved in lost or stolen devices.

If this is what happened whoever has your phone was able to remove activation lock and steal all of the data synced to your iCloud. In other words, your identity has been stolen. Change your Apple ID password IMMEDIATELY, and if you had any sensitive data such as passwords, credit cards, etc on the phone you need to cancel the cards and reset the passwords. See→If you think your Apple ID has been compromised - Apple Support

Is there any way a can get the last location of the phone before this guy turned off the find my phone option???

Sorry, but no. Hope that you will consider using a passcode on your new phone.