PEFT How to use jonathanjordan21/flan-alpaca-large-finetuned-lora-sql-query-knowSQL with PEFT:
from peft import PeftModel
from transformers import AutoModelForSeq2SeqLM
base_model = AutoModelForSeq2SeqLM.from_pretrained("declare-lab/flan-alpaca-large")
model = PeftModel.from_pretrained(base_model, "jonathanjordan21/flan-alpaca-large-finetuned-lora-sql-query-knowSQL") 
