This talk mainly concerns the mathematical justification of a viscous compressible multi-fluid model linked to the Baer-Nunziato model used by engineers, see for instance [M., Eyrolles (1975)]. More precisely, we show that some built approximate finite-energy weak solutions of the isentropic compressible Navier-Stokes equations converge, on a short time interval, to the strong solution of this viscous compressible multi-fluid model provided the initial density sequence is uniformly bounded with a corrresponding Young measure which is a linear convex combination of m Dirac measures.