if there are certain number of independent variables (X1, X2, .....,Xp) (more than one) and only one outcome (Y )then it is called multiple linear regression model.
if there are more than one outcome variables (Y1, Y2, ..... Yn) then it is called multivariate regression model
now multi variate and multivariate are both same
however multi variable and multivariate are two different things