PEFT How to use Katochh/falcon-code-generation with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("petals-team/falcon-rw-1b")
model = PeftModel.from_pretrained(base_model, "Katochh/falcon-code-generation")