In this paper, we study the non-associative and non-commutative Poisson structures on filiform Lie algebras $L_n$ and $Q_{2m}$ and then characterize the commutative and associative Poisson structures on $L_n$ and $Q_{2m}$. Besides, we discuss the relationships between some non-associative algebras.