If $A$ is feasible (meaning that all coefficients of $p_A$ are in $\{-1,0,1\}$), it may be a good candidate, as the terms in the middle of the (symmetricpalindromic and unimodal) polynomials $q_A(x)$ can be quite big. I have no idea whether these polynomials are the best possible ones, but you may judge by some examples that they can have factors with quite impressive heights:
$$\begin{align} A=\{2,5,7,8,9\} &\implies f(31)\geqslant 450 \\ A=\{2,6,8,10,13,14\} &\implies f(53)\geqslant 9736\\ A=\{4,7,12, 17,18,19\} &\implies f(77)\geqslant 75552\\ A=\{2, 6, 8, 17, 22, 25, 28\} &\implies f( 108 ) \geqslant 697675. \end{align}$$ EDIT: As per section 6.2.3 of the survey article by J.Abbott quoted in a comment, extensive computer searches quoted in turn from Peter Borwein and Michael J. Mossinghoff, Polynomials with Height 1 and Prescribed Vanishing at 1 have found much better sets, e.g. $$\begin{align} A=\{ 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 13\} &\implies f( 69) \geqslant 2930202\\ A=\{1, 2, 3, 5, 6, 7, 8, 9, 11, 11, 13, 17, 19\} &\implies f( 112) \geqslant 1706914952. \end{align}$$
As the number of elements of $A$ grows, it is increasingly difficult to come up with feasible sets which have relatively small elements. A necessary and sufficient (edit: but by now way necessary!) condition for feasibility is that $A$ is "even-sum-free" (e.s.f.), for lack of a better term, meaning that any two subsets of even order have pairwise different sums, and any two subsets of odd order have pairwise different sums. This condition ensures that each power of $x$ occurs at most once in $p_A$, so it is sufficient. To see that it is also necessary, assume $A$ has a pair of (wlog disjoint) subsets of same parity and same sums. Consider one where this sum is maximal. The corresponding coefficient $\pm2$ cannot be compensated by other subsets without producing a coefficient $\pm2$ in a term of higher order, so this set is not feasible.
Note that thosee.s.f. sets have similar features as Sidon sets, a.k.a. Golomb rulers. By the way, if we take the last of the optimal Golomb rulers of order 7, viz. (0 2 7 13 21 22 25), and increase it by 4, it produces a feasible set $$A=\{4, 6, 11, 17, 25, 26, 29\} \implies f( 118 ) \geqslant 2203567.$$ (Maybe I was just lucky here, I didn't play a lot with Golomb rulers.)
It is not hard to see that $f$ grows stronger than any polynomial. In fact, for a given $k$, we can start with a feasible set $A=\{a_1,\dots,a_k\}$ (and such a set exists, e.g. $A=\{2,4,8,\dots,2^k\}$, which is very wasteful but sufficient here) and put $s:=a_1+\cdots+a_k$. Then, to be even more generous, each set $A+ks, A+ks+1,...$ is feasible as well, and the heights of $q_{A+ks+n},n\in\mathbb N,$ are $O(n^k)$.
So A very loose exponential lower bound is given by $f(2^n) \geqslant 2^{\binom{n-1}2}$. Empirically, something like $f(n) \geqslant \exp(n/7)$ seems possible. So the obvious question is:
What would be (maybe at least asymptotically) a goodnot-to-loose lower bound of $f(n)$?