diff --git a/torchtune/_recipe_registry.py b/torchtune/_recipe_registry.py
index 40c7220b62..2a4bf25a8b 100644
--- a/torchtune/_recipe_registry.py
+++ b/torchtune/_recipe_registry.py
@@ -303,7 +303,7 @@ class Recipe:
                 file_path="llama2/7B_lora_dpo_single_device.yaml",
             ),
             Config(
-                name="llama3_1/8B_lora_single_device",
+                name="llama3_1/8B_lora_dpo_single_device",
                 file_path="llama3_1/8B_lora_dpo_single_device.yaml",
             ),
         ],