PEFT How to use sid321axn/tiny-llama-text2sql with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("PY007/TinyLlama-1.1B-Chat-v0.3")
model = PeftModel.from_pretrained(base_model, "sid321axn/tiny-llama-text2sql") 
