A supply voltage more than about 8.5V might mess-up the timing of the multivibrator if the LEDs are only 1.8V, because the capacitors drive the bases negative to a voltage exceeding the absolute max of 6V rating of the transistor, when the reverse-biased base-emitter will have avalanche...