Based on the linear quantum theory and thermal reservoir model, we quantized the non-linear Schrdinger equation with fiber loss and derive the squeezing ratio formula. We analyzed the different coefficient of the loss which leads to the effect of the squeezed soliton. At the same time, we discuss the relation between the minimal squeezing ratio and the transmitted length along the fiber with the different soliton amplitude.