diff --git a/docs/source/models/adding_model.rst b/docs/source/models/adding_model.rst
index a82c2cef10e83..cbc8099e6f70f 100644
--- a/docs/source/models/adding_model.rst
+++ b/docs/source/models/adding_model.rst
@@ -95,7 +95,7 @@ This method should load the weights from the HuggingFace's checkpoint file and a
 5. Register your model
 ----------------------
 
-Finally, include your :code:`*ForCausalLM` class in `vllm/model_executor/models/__init__.py <https://github.com/vllm-project/vllm/blob/main/vllm/model_executor/models/__init__.py>`_ and register it to the :code:`_MODEL_REGISTRY` in `vllm/model_executor/model_loader.py <https://github.com/vllm-project/vllm/blob/main/vllm/model_executor/model_loader.py>`_.
+Finally, register your :code:`*ForCausalLM` class to the :code:`_MODELS` in `vllm/model_executor/models/__init__.py <https://github.com/vllm-project/vllm/blob/main/vllm/model_executor/models/__init__.py>`_.
 
 6. Out-of-Tree Model Integration
 --------------------------------------------