Current mirror LED circuit with constant current source
You should add an extra transistor to reduce the overloading of the reference string:



simulate this circuit &ndash; Schematic created using CircuitLab
Note that the Q0/Q1 pair will have a higher voltage drop than the Q1 transistor in your shematic; you should reduce R1 accordingly.