PEFT How to use Tonic/stablemed with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("stabilityai/stablelm-3b-4e1t")
model = PeftModel.from_pretrained(base_model, "Tonic/stablemed") 
