Seems weird. A 9B model would normally fit unquantised on a 24GB GPU.
There are already quantizations available
It would be nice to run a model that isn't quantized to death so it fits in 12GB of VRAM so I have room for reasonable context window, but also, this is ONE model in a set of models, the rest of the models need to run in a GPU cluster apparently.