PEFT How to use lonestar108/dwitter with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("lonestar108/dwitter")
model = PeftModel.from_pretrained(base_model, "lonestar108/dwitter") 
