FM Transmitter oscillation problem
Not on a breadboard.  Not ever.  

The capacitance between rows is about the same as the capacitors you are trying to use.

The inductance in each row is about the same as the inductors in your circuit.

I think you'll find that all the videos that show that circuit have the circuit built on a piece of perfboard.