I am 17 years old and my boyfriend is 20 my parents don’t really take care of me anymore I technical…

I am 17 years old and my boyfriend is 20 my parents don’t really take care of me anymore I technically only sleep at their house.. My boyfriend takes care of me ect. Am I allowed to leave home and go live with him without the police being able to take me away? 

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