diff --git a/content/manuals/ai/model-runner.md b/content/manuals/ai/model-runner.md
index 7ef5f37679..e606d716fe 100644
--- a/content/manuals/ai/model-runner.md
+++ b/content/manuals/ai/model-runner.md
@@ -40,19 +40,11 @@ Models are pulled from Docker Hub the first time they're used and stored locally
 4. Quit and reopen Docker Desktop to ensure the changes take effect.
 5. Open the **Settings** view in Docker Desktop.
 6. Navigate to **Features in development**.
-7. From the **Beta** tab, check the **Enable Docker Model Runner** setting.
+7. From the **Beta** tab, tick the **Enable Docker Model Runner** setting.
+8. If you are running on Windows with a supported NVIDIA GPU, you should also see and be able to tick the **Enable GPU-backed inference** setting.
 
 You can now use the `docker model` command in the CLI and view and interact with your local models in the **Models** tab in the Docker Desktop Dashboard.
 
-### Enable DMR in Docker Engine
-
-1. Ensure you have installed [Docker Engine](/engine/install/).
-2. DMR is available as a package. To install it, run:
-
-   ```console
-   apt install docker-model-plugin
-   ```
-
 ## Available commands
 
 ### Model runner status