Solved by HDCharles in post #2 
              
              
                qtensor.int_repr() gives the integer weights but I think there might be a misunderstanding. 
in general quantized tensors contain 3 components: int weights, scale and zero_points. 
if your original tensor is something like: 0, .1, .2, .31 
if you were to quantize it, you might get something with wei…