from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel

base_model = AutoModelForCausalLM.from_pretrained(
    "microsoft/Phi-3.5-mini-instruct",
    torch_dtype="auto",
    device_map="auto"
)
model = PeftModel.from_pretrained(base_model, "dockerbandit/phi35-lora-manuals-samsung/lora_adapters")
tokenizer = AutoTokenizer.from_pretrained("dockerbandit/phi35-lora-manuals-samsung/final")