PEFT How to use hasanat/ReviewAdapter with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("unsloth/Phi-3.5-mini-instruct")
model = PeftModel.from_pretrained(base_model, "hasanat/ReviewAdapter") 
