diff --git a/docs/mddocs/Overview/install_gpu.md b/docs/mddocs/Overview/install_gpu.md
index 7e5758a3..60d05666 100644
--- a/docs/mddocs/Overview/install_gpu.md
+++ b/docs/mddocs/Overview/install_gpu.md
@@ -3,7 +3,7 @@
 ## Windows
 
 > [!NOTE]
-> For installation with PyTorch 2.6, please refer to this [guide](../Quickstart/install_pytorch26_gpu.md#windows-quickstart) for more information.
+> For installation with PyTorch 2.6, please refer to this [guide](../Quickstart/install_pytorch26_gpu.md) for more information.
 
 ### Prerequisites
 
@@ -175,7 +175,7 @@ If you met error when importing `intel_extension_for_pytorch`, please ensure tha
 ## Linux
 
 > [!NOTE]
-> For installation with PyTorch 2.6, please refer to this [guide](../Quickstart/install_pytorch26_gpu.md#linux-quickstart) for more information.
+> For installation with PyTorch 2.6, please refer to this [guide](../Quickstart/install_pytorch26_gpu.md) for more information.
 
 ### Prerequisites
 
diff --git a/docs/mddocs/Quickstart/install_linux_gpu.md b/docs/mddocs/Quickstart/install_linux_gpu.md
index 0e01ebd2..f7d8b2aa 100644
--- a/docs/mddocs/Quickstart/install_linux_gpu.md
+++ b/docs/mddocs/Quickstart/install_linux_gpu.md
@@ -6,7 +6,7 @@
 This guide demonstrates how to install IPEX-LLM on Linux with Intel GPUs. It applies to Intel Data Center GPU Flex Series and Max Series, as well as Intel Arc Series GPU and Intel iGPU. 
 
 > [!NOTE]
-> For installation with PyTorch 2.6, please refer to this [guide](./install_pytorch26_gpu.md#linux-quickstart) for more information.
+> For installation with PyTorch 2.6, please refer to this [guide](./install_pytorch26_gpu.md) for more information.
 
 > [!NOTE]
 > For installation on Intel Arc B-Series GPU (such as **B580**), please refer to this [guide](./bmg_quickstart.md).
diff --git a/docs/mddocs/Quickstart/install_linux_gpu.zh-CN.md b/docs/mddocs/Quickstart/install_linux_gpu.zh-CN.md
index 35883ab8..4ee8f32c 100644
--- a/docs/mddocs/Quickstart/install_linux_gpu.zh-CN.md
+++ b/docs/mddocs/Quickstart/install_linux_gpu.zh-CN.md
@@ -6,7 +6,7 @@
 本指南将引导你如何在带有 Intel GPU 的 Linux 系统上安装 IPEX-LLM。适用于 Intel 数据中心的 GPU Flex 和 Max 系列，以及 Intel Arc 系列 GPU 和 Intel iGPU。
 
 > [!NOTE]
-> 如果需要安装 IPEX-LLM PyTorch 2.6 版本，请参阅本[指南](./install_pytorch26_gpu.md#linux-quickstart)获取详细信息。
+> 如果需要安装 IPEX-LLM PyTorch 2.6 版本，请参阅本[指南](./install_pytorch26_gpu.md)获取详细信息。
 
 > [!NOTE]
 > 如果是在 Intel Arc B 系列 GPU 上安装(例，**B580**)，请参阅本[指南](./bmg_quickstart.md)。
diff --git a/docs/mddocs/Quickstart/install_windows_gpu.md b/docs/mddocs/Quickstart/install_windows_gpu.md
index ff401d4c..592fb2b3 100644
--- a/docs/mddocs/Quickstart/install_windows_gpu.md
+++ b/docs/mddocs/Quickstart/install_windows_gpu.md
@@ -6,7 +6,7 @@
 This guide demonstrates how to install IPEX-LLM on Windows with Intel GPUs. 
 
 > [!NOTE]
-> For installation with PyTorch 2.6, please refer to this [guide](./install_pytorch26_gpu.md#windows-quickstart) for more information.
+> For installation with PyTorch 2.6, please refer to this [guide](./install_pytorch26_gpu.md) for more information.
 
 > [!NOTE]
 > For installation on Intel Arc B-Series GPU (such as **B580**), please refer to this [guide](./bmg_quickstart.md).
diff --git a/docs/mddocs/Quickstart/install_windows_gpu.zh-CN.md b/docs/mddocs/Quickstart/install_windows_gpu.zh-CN.md
index 0f5b758a..71a8257c 100644
--- a/docs/mddocs/Quickstart/install_windows_gpu.zh-CN.md
+++ b/docs/mddocs/Quickstart/install_windows_gpu.zh-CN.md
@@ -6,7 +6,7 @@
 本指南将引导你如何在具有 Intel GPUs 的 Windows 系统上安装 IPEX-LLM。 
 
 > [!NOTE]
-> 如果需要安装 IPEX-LLM PyTorch 2.6 版本，请参阅本[指南](./install_pytorch26_gpu.md#windows-quickstart)获取详细信息。
+> 如果需要安装 IPEX-LLM PyTorch 2.6 版本，请参阅本[指南](./install_pytorch26_gpu.md)获取详细信息。
 
 > [!NOTE]
 > 如果是在 Intel Arc B 系列 GPU 上安装(例，**B580**)，请参阅本[指南](./bmg_quickstart.md)。