PEFT How to use compressa-ai/openchat-3.5-0106-medchat-LoRA with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("openchat/openchat-3.5-0106")
model = PeftModel.from_pretrained(base_model, "compressa-ai/openchat-3.5-0106-medchat-LoRA") 
