PEFT How to use FutureMa/my_awesome_peft_model with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("microsoft/phi-1_5")
model = PeftModel.from_pretrained(base_model, "FutureMa/my_awesome_peft_model") 
