PEFT How to use ShinojiResearch/Amadeus-Preview with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("NyxKrage/Microsoft_Phi-4")
model = PeftModel.from_pretrained(base_model, "ShinojiResearch/Amadeus-Preview") 
