I am no expert on the matter but I always thought ternery weight should be part of the neural net nature, trained on those, rather than a compression mesure for

I am no expert on the matter but I always thought ternery weight should be part of the neural net nature, trained on those, rather than a compression mesure for inference. Are they any training made on ternery weight models that are proven to be effective?