Question about freezing LM parameter problem

[lokking]

Hi, I'am very interesting in this model. I want to know why freeze LM parameters previous epochs. In my knowledge, LM parameters are fun-tuned in previous epochs(1~3) and then freeze it. I would really appreciate for your help.