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README.md

@@ -32,10 +32,16 @@ This model is built on top of Llama2 7B adapted for Sinhala using 30K target lan
 Use the code below to get started with the model.
 ```python
 from transformers import AutoTokenizer, AutoModelForCausalLM
+from peft import PeftModelForCausalLM
 
 model = AutoModelForCausalLM.from_pretrained(
     "atsuki-yamaguchi/Llama-2-7b-hf-si-30K-align-2stage"
 )
+model = PeftModelForCausalLM.from_pretrained(
+    model,
+    "atsuki-yamaguchi/Llama-2-7b-hf-si-30K-align-2stage"
+)
+model = model.merge_and_unload()
 tokenizer = AutoTokenizer.from_pretrained(
     "atsuki-yamaguchi/Llama-2-7b-hf-si-30K-align-2stage"
 )