diff --git a/docs/directml/gpu-accelerated-training.md b/docs/directml/gpu-accelerated-training.md
index a5250ca1..8febb25a 100644
--- a/docs/directml/gpu-accelerated-training.md
+++ b/docs/directml/gpu-accelerated-training.md
@@ -13,6 +13,10 @@ This documentation covers setting up GPU accelerated machine learning (ML) train
 
 This functionality supports both professional and beginner scenarios. Below you'll find pointers to step-by-step guides on how to get your system set up depending on your level of expertise in ML, your GPU vendor, and the software library that you intend to use.
 
+## Intel Xe Graphics in WSL
+
+If you'are a beginner who wants to run smaller LLM's, and if you don't have an dedicated GPU, then we recommand setting up [Intel Xe Graphics in WSL](gpu-intel-in-wsl.md). Kubernetes and containerized workloads running in WSL can offload AI computations to Intel GPUs, enabling local model serving and testing before cloud deployment.
+
 ## NVIDIA CUDA in WSL
 
 If you're a professional data scientist who uses a native Linux environment day-to-day for inner-loop ML development and experimentation, and you have an NVIDIA GPU, then we recommend setting up [NVIDIA CUDA in WSL](gpu-cuda-in-wsl.md).
diff --git a/docs/directml/gpu-intel-in-wsl.md b/docs/directml/gpu-intel-in-wsl.md
new file mode 100644
index 00000000..85237ffd
--- /dev/null
+++ b/docs/directml/gpu-intel-in-wsl.md
@@ -0,0 +1,31 @@
+---
+title: Enable Intel Xe graphics on WSL 2
+description: Enable the Intel Xe graphics on the Windows Subsystem for Linux
+ms.topic: article
+ms.date: 03/29/2025
+---
+
+# Enable Intel Xe graphics on WSL
+
+Windows 11 and later updates of Windows 10 support running existing ML tools, libraries, and popular frameworks that use Intel Xe graphics for GPU hardware acceleration inside a Windows Subsystem for Linux (WSL) instance.
+
+## Install Windows 11 or Windows 10, version 21H2
+
+To use these features, you can download and install [Windows 11](https://microsoft.com/software-download/windows11) or [Windows 10, version 21H2](https://microsoft.com/software-download/windows10).
+
+## Install the GPU driver 
+
+Download and install the [Configure WSL 2 for GPU Workflows](https://www.intel.com/content/www/us/en/docs/oneapi/installation-guide-linux/2023-0/configure-wsl-2-for-gpu-workflows.html) to use with your existing workflows.
+
+## Install WSL
+
+Once you've installed the above driver, ensure you [enable WSL](/windows/wsl/install-win10) and [install a glibc-based distribution](/windows/wsl/install-win10#install-your-linux-distribution-of-choice), such as Ubuntu or Debian. Ensure you have the latest kernel by selecting **Check for updates** in the **Windows Update** section of the Settings app. 
+
+> [!NOTE]
+> Ensure you have **Receive updates for other Microsoft products** enabled. You can find it in **Advanced options** within the **Windows Update** section of the Settings app. 
+
+For these features, you need a kernel version of 5.10.43.3 or higher. You can check the version number by running the following command in PowerShell. 
+
+```powershell
+wsl cat /proc/version
+```