I work for a casino. We have 8hour shifts, and sometimes we have to work overtime 12 hours. My question is can it be considered as job abandonment if you refuse to work over 12 hours.

If you refuse to work the hours demanded, you will likely be fired and likely not receive unemployment benefits.