diff --git a/docs/source/index.rst b/docs/source/index.rst
index e6d0bc67c003..f2131cd88f41 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -64,6 +64,7 @@ Documentation
 
    serving/distributed_serving
    serving/run_on_sky
+   serving/deploying_with_triton
 
 .. toctree::
    :maxdepth: 1
diff --git a/docs/source/serving/deploying_with_triton.rst b/docs/source/serving/deploying_with_triton.rst
new file mode 100644
index 000000000000..5ce7c3d03dd2
--- /dev/null
+++ b/docs/source/serving/deploying_with_triton.rst
@@ -0,0 +1,6 @@
+.. _deploying_with_triton:
+
+Deploying with NVIDIA Triton
+============================
+
+The `Triton Inference Server <https://github.com/triton-inference-server>`_ hosts a tutorial demonstrating how to quickly deploy a simple `facebook/opt-125m <https://huggingface.co/facebook/opt-125m>`_ model using vLLM. Please see `Deploying a vLLM model in Triton <https://github.com/triton-inference-server/tutorials/blob/main/Quick_Deploy/vLLM/README.md#deploying-a-vllm-model-in-triton>`_ for more details.