PEFT How to use ai2sql/ai2sql-falcon-7b with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("ybelkada/falcon-7b-sharded-bf16")
model = PeftModel.from_pretrained(base_model, "ai2sql/ai2sql-falcon-7b")