PEFT How to use foster123/test with PEFT:
from peft import PeftModel
from transformers import AutoModelForSequenceClassification
base_model = AutoModelForSequenceClassification.from_pretrained("roberta-base")
model = PeftModel.from_pretrained(base_model, "foster123/test") 
