What is the difference between model = PeftModel.from_pretrained(...) and model = get_peft_model(....)

[Sanjib_Karmakar]

In the examples from PEFT , I found two ways to load the model:

model = PeftModel.from_pretrained(model, peft_model_id, device_map=“auto”, max_memory=max_memory)

model = get_peft_model(model, peft_config)

Is there any difference between them?