in an isolated system entropy always tends to increase, but what about the speed of that increase
As per second law of thermodynamics, average entropy increase rate in a system is bounded by:
$$ \tag 1 \Delta S= \int_{0}^{\Delta Q} {\frac {\delta Q}{T}} $$
so it is proportional to an average heat absorbed $\Delta Q$ by typical sub-system part and inversely proportional to an average temperature. As process goes on and temperature becomes more and more homogeneous between system parts, they will exchange heat slower, i.e. $\Delta Q \to 0$ and so system will approach thermodynamic equilibrium, meaning that $\Delta S = 0$ too, i.e. no entropy increase anymore,- it's maximized.
Entropy inverse relation to temperature can be understood like this. Imagine you have some gas in container near absolute zero, let's say in a few $\mu K$ temperature. This means that typical gas is in solid state, so it's molecules are very ordered and except oscillations doesn't move freely. Now you heat container increasing $T$ by $+1000K$. Suddenly perfectly ordered system becomes chaotic,- melts, evaporates and all molecules dances across container like devil. You further raise temperature while gas becomes a plasma, but if you add next $+1000K$ to a plasma,- apart from increased average molecule speed, nothing radically changes, i.e. already highly chaotic system can't be made easily even more chaotic. In such disordered system supplying same heat across it's sub-parts will not involve same overall increase in entropy, because there is not much order which you can "disorder".
Now to achieve understanding for entropy changes over time ${\partial S}/{\partial t}$, we need to analyze typical heat transfer processes between system parts and this is too broad question and many dependent variables, like material local densities, thermal conductivity, radiative heat transfer ratios, convective currents and other things to consider.