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TLC5951 only on when hand near package

Other Parts Discussed in Thread: TLC5951

I am trying to power an led with the TLC5951. One RGB Led is connected with the three cathodes to the first three outputs of the TLC and the anode at 5V. The TLC seems to be working correctly, but only when my fingers are near the package. when i remove my fingers, the led begins to flash in sometimes the wrong colors. The exposed pad (TSSOP) isn't soldered on.

Are there any pins that need certain pullups?

PWM and serial in both work at roughly 20MHz