There is something wrong with the circuit.
Typical power consumption of a NE555 is 3mA.
Max output current is 200 mA.
The transformer? (power supply) shouldn't be hot at the max values.
I'd suggest donzxn provide more details about the transformer/power supply and the drawing of the circuit.