PEFT How to use MohamedAhmedAE/Llama-3.1-8B-Instruct-Medical-Finetuned with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.1-8B-Instruct")
model = PeftModel.from_pretrained(base_model, "MohamedAhmedAE/Llama-3.1-8B-Instruct-Medical-Finetuned") 
