Update README.md

README.md

@@ -63,6 +63,20 @@ The following hyperparameters were used during training:
 | 1.77          | 1.6   | 88   | 1.8537          |
 | 1.6501        | 2.0   | 110  | 1.8522          |
 
+```
+from peft import AutoPeftModelForCausalLM
+
+trained_model = AutoPeftModelForCausalLM.from_pretrained(
+    "Andyrasika/fine-tuning-llama",
+    low_cpu_mem_usage=True,
+)
+
+merged_model = model.merge_and_unload()
+merged_model.save_pretrained("merged_model", safe_serialization=True)
+tokenizer.save_pretrained("merged_model")
+```
+
+
 
 ### Framework versions