PEFT How to use kertob/falcon_drone_commands with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("vilsonrodrigues/falcon-7b-instruct-sharded")
model = PeftModel.from_pretrained(base_model, "kertob/falcon_drone_commands") 
