How do I change the font size of ticks of matplotlib.pyplot.colorbar.ColorbarBase?

You can change the tick size using:

font_size = 14 # Adjust as appropriate.
cb.ax.tick_params(labelsize=font_size)

See the docs for ax.tick_params here for more parameters that can be modified.