Update README.md

README.md

@@ -69,11 +69,16 @@ The model is not intended for tasks requiring deep reasoning, complex multi-turn
 Here is how you can use this model:
 
 ```python
+from peft import PeftModel
 from transformers import AutoModelForCausalLM, AutoTokenizer
 
-model_name = "AmirMohseni/LLaMA-3.1-8B-Persian-Instruct"
-tokenizer = AutoTokenizer.from_pretrained(model_name)
-model = AutoModelForCausalLM.from_pretrained(model_name)
+base_model = "meta-llama/Meta-Llama-3.1-8B-Instruct"
+adapter_model = "AmirMohseni/LLaMA-3.1-8B-Persian-Instruct"
+
+model = AutoModelForCausalLM.from_pretrained(base_model)
+model = PeftModel.from_pretrained(model, adapter_model)
+
+tokenizer = AutoTokenizer.from_pretrained(base_model)
 
 # Example usage
 prompt = "راه‌های تقویت حافظه چیست؟"