Maybe i am saying something stupid (i am used to geometric reasoning
in infinite fields, so maybe i am missing something important in this
setting) but, wouldn't a random linear combination of the rows of your
matrix have a high probability of having all the entries different
from zero?

The linear combinations that have some zero coefficient are the
intersections of the corresponding subspace with the coordinate
hyperplanes. That is, the set of "bad" linear combinations is a subset
of codimension 1. The generic elements of the subspace would not
belong to it.

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