Hi @Yan_Li, welcome to our community!
It seems that bluequbit doesn’t work with PennyLane. I’m guessing you’re interested because you’re trying to run large circuits in PennyLane and you’re running out of memory. If that is the case, have you tried circuit cutting? And what device are you using?