Trying to incorporate quantization in a federated learning setting

i am currently playing around with federated learning and i was thinking of using quantization in my model. i was wondering whether it is currently possible to import into the original model, the state dictionary of the quantized model and whether i need to do any conversion/dequantizing to be able to import the quantize model