Tormach 1100 series 3 over jogging with keyboard keys

The current mill in use is a Tormach 1100 series 3, when it comes to using the arrow keys on the keyboard it becomes stuck and tends to over jog. I have found a temporary solution, where if you are to ssh into the same computer the issue is then fixed.
Is there any way to get rid of the jog without having to ssh.

Can you provide more info or a video, there is no reason why being SSH into it would change keyboard behavior.
Also try SSH-ing from the same PC, see if that changes anything.

I'm not sure why ssh-ing is solving my problem either. when I open up Linuxcnc and try to jog with the keyboard arrows it keeps moving after I let they keys go. The strange part is if I SSH the computer into itself or even SSH into another computer and SSH back to the computer the program runs fine and the run away issue is totally gone and I have no clue why that is happening.

Have you looked into changing the keyboard repeat rate?