In this paper, we introduced a vector valued paranormed space $$X(E,\Delta ^m,M,p,s)$$ using Orlicz function M. Class of vector valued sequences $$X(E,\Delta ^m,M,p,s)$$ is defined as $$\begin{aligned} X(E,\Delta ^m,M,p,s)&= \Big \{x\in W(E):\left( |\nu _k|^{-s} \left[ M\left( \frac{q(\Delta ^m x_k)}{\rho }\right) \right] ^{p_k}\right) \in X\\&\quad \, \, \mathrm{ for\, some}\, \rho >0,\, s\geqslant 0\Big \}, \end{aligned}$$where (E, q) is a seminormed space, $$p=(p_k)$$ is a bounded sequence of positive real numbers such that $$\displaystyle \inf _k p_k > 0$$, $$\begin{aligned} \Delta ^m x_k=\sum _{i=0}^m (-1)^i\left( \begin{array}{c} m \\ i \\ \end{array} \right) x_{k+i},\, m\in \mathbb{N}_0=\{0,1,2,3,\ldots \}, \end{aligned}$$$$W(E)=\{x=(x_k): x_k \in E\}$$ is a linear space under operations of vector addition and scalar multiplication, and $$\nu = (\nu_k)$$ is a bounded sequence of real or complex numbers such that $$\displaystyle \inf _k|\nu _k|>0$$. Further, let X be a normal sequence algebra with absolutely monotone norm $$\Vert \cdot \Vert _X$$ and having a Schauder basis $$(e_k)$$, where $$e_k=(0,0,\ldots ,0,1,0,\ldots )$$ with 1 in kth place. The topology on $$X(E,\Delta ^m,M,p,s)$$ is introduced with the help of paranorm g, which is given by $$\begin{aligned} g(x)=\sum _{i=1}^m q(x_i)+\inf \left\{ \rho ^{(p_n/H)}:\left\| \left( |\nu _k|^{-s} \left[ M\left( \frac{q\left( \Delta ^m x_k\right) }{\rho }\right) \right] ^{p_k}\right) \right\| _X ^{1/H} \leqslant 1,\, n \in \mathbb{N}\right\} , \end{aligned}$$where $$x\in X(E,\Delta ^m,M,p,s)$$ and $$\displaystyle H=\max (1,\sup _k p_k)$$. Completeness, normality, inclusion relations etc. for this space is obtained. The results of this paper includes, as particular case, some of the known scalar and vector valued sequence spaces.
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