PEFT How to use PabloBaeza/tinyllama-professional-etiquette-adapter with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("TinyLlama/TinyLlama-1.1B-Chat-v1.0")
model = PeftModel.from_pretrained(base_model, "PabloBaeza/tinyllama-professional-etiquette-adapter") 
