Let $G$ be a finite $p$-group and $K$ a field of characteristic $p$. Then the group algebra $KG$ is local and thus the quotient of a non-commutative polynomial ring $K\langle x_i\rangle$ by an admissible ideal: $KG \cong K\langle x_i\rangle/I$.
It is known that the number of minimal generators $x_i$ is given by $ \log_p |G/\Phi(G)|$, see for example the answer of Benjamin Steinberg in Obtaining quiver and relations for finite p-groups.
Question: Is there there a bound or even an explicit formula in terms of group theoretic data for the number of minimal generators of an admissible ideal $I$ such that $KG \cong K\langle x_i\rangle/I$ where we have $ \log_p |G/\Phi(G)|$ variables $x_i$?
Here admissible simply means that $J^n \subseteq I \subseteq J^2$ for some $n \geq 2$ with $J$ the ideal generated by the variables $x_i$.
For example for the quaternion group one can generate $I$ by two elements:
$KG \cong K\langle x_1,x_2\rangle/I$ with $$I=\langle x_1 x_2+x_2 x_1+x_2^2, x_1^2+x_1 x_2+x_2 x_1+x_1^2 x_2+x_1^3 x_2\rangle.$$