[Doc] Add installation part for pre built docker.

docs/getting_started/installation/gpu.md

@@ -37,4 +37,8 @@ vLLM-Omni is a Python library that supports the following GPU variants. The libr
 ## Set up using Docker
 
 ### Pre-built images
-To be released... Stay tuned!
+
+=== "NVIDIA CUDA"
+
+    --8<-- "docs/getting_started/installation/gpu/cuda.inc.md:pre-built-images"
+

docs/getting_started/installation/gpu/cuda.inc.md

@@ -73,3 +73,22 @@ uv pip install --no-build-isolation --editable .
 </details>
 
 # --8<-- [end:build-wheel-from-source]
+
+
+# --8<-- [start:pre-built-images]
+
+The Docker image file is available on [vllm-omni_v0.11.0rc1](#link-to-be-added)
+
+```bash
+docker load -i vllm-omni_v0.11.0rc1.tar.gz
+docker run -itd \
+    --name vllm-omni \
+    --shm-size=64g \
+    --privileged=true \
+    --restart=always \
+    --gpus all \
+    --net=host vllm-omni:v0.11.0rc
+docker exec -it vllm-omni bash
+```
+
+# --8<-- [end:pre-built-images]