Let be a (not necessarily proper) total colouring of a graph with maximum degree . Two vertices are sum distinguished if they differ with respect to sums of their incident colours, i.e. . The least integer admitting such colouring under which every at distance in are sum distinguished is denoted by ${\rm ts}_r(G)$. Such graph invariants link the concept of the total vertex irregularity strength of graphs with so called 1-2-Conjecture, whose concern is the case of . Within this paper we combine probabilistic approach with purely combinatorial one in order to prove that ${\rm ts}_r(G)\leq (2+o(1))\Delta^{r-1}r\geq 2G$, thus improving the previously best result: .

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