diff --git a/examples/models/llama/UTILS.md b/examples/models/llama/UTILS.md
index 27a7a5832d..dd014240ac 100644
--- a/examples/models/llama/UTILS.md
+++ b/examples/models/llama/UTILS.md
@@ -45,7 +45,7 @@ You can also download above models from [Hugging Face](https://huggingface.co/).
 
 
 ```Python
-from torchtune.utils import FullModelHFCheckpointer
+from torchtune.training.checkpointing import FullModelHFCheckpointer
 from torchtune.models import convert_weights
 import torch