PEFT How to use Tanmay09516/llama-sql with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("Trelis/Llama-2-7b-chat-hf-sharded-bf16")
model = PeftModel.from_pretrained(base_model, "Tanmay09516/llama-sql") 
