PEFT How to use vishnun/peft-codevsnl with PEFT:
from peft import PeftModel
from transformers import AutoModelForSequenceClassification
base_model = AutoModelForSequenceClassification.from_pretrained("roberta-base")
model = PeftModel.from_pretrained(base_model, "vishnun/peft-codevsnl") 
