That was the case at VCU and every other state school I looked at in VA. Only for Science/Engineering though. All other subjects had very few if any TA/RA positions and a ton of people competing to get them.

About 10 years ago the stipends were around 25-35k/year. Plenty to live off of in Richmond or Charlottesville.