PEFT How to use Menouar/falcon7b-linear-equations with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("tiiuae/falcon-7b")
model = PeftModel.from_pretrained(base_model, "Menouar/falcon7b-linear-equations")