Hi Ratnakar. DeQuantization just works the reverse way to extract data. Here is the typical formal to calculate the value

dequantizedTensor = int4Tensor

/roundedValue(totalNumberOfPositions/absmax(inputXTensor))

In the above example

totalNumberOfPositions = 16

However some of the resolution is lost during this process. it may not be exact weights as the original values.