diff --git a/docs/mddocs/Quickstart/llamacpp_portable_zip_gpu_quickstart.md b/docs/mddocs/Quickstart/llamacpp_portable_zip_gpu_quickstart.md
index 22f3565d..8271391f 100644
--- a/docs/mddocs/Quickstart/llamacpp_portable_zip_gpu_quickstart.md
+++ b/docs/mddocs/Quickstart/llamacpp_portable_zip_gpu_quickstart.md
@@ -4,7 +4,7 @@
 </p>
 
 >[!Important]
-> You can now run **DeepSeek-R1-671B-Q4_K_M** with 1 or 2 Arc A770 on Xeon using the latest [llama.cpp Portable Zip](#flashmoe-for-deepseek-v3r1).
+> You can now run **DeepSeek-R1-671B-Q4_K_M** with 1 or 2 Arc A770 on Xeon using the latest *llama.cpp Portable Zip*; see the [guide](#flashmoe-for-deepseek-v3r1) below.
 
 This guide demonstrates how to use [llama.cpp portable zip](https://github.com/intel/ipex-llm/releases/tag/v2.2.0-nightly) to directly run llama.cpp on Intel GPU with `ipex-llm` (without the need of manual installations).
 
diff --git a/docs/mddocs/Quickstart/llamacpp_portable_zip_gpu_quickstart.zh-CN.md b/docs/mddocs/Quickstart/llamacpp_portable_zip_gpu_quickstart.zh-CN.md
index 7c83cab0..e9a42606 100644
--- a/docs/mddocs/Quickstart/llamacpp_portable_zip_gpu_quickstart.zh-CN.md
+++ b/docs/mddocs/Quickstart/llamacpp_portable_zip_gpu_quickstart.zh-CN.md
@@ -6,7 +6,7 @@
 本指南演示如何使用 [llama.cpp portable zip](https://github.com/intel/ipex-llm/releases/tag/v2.2.0-nightly) 通过 `ipex-llm` 在 Intel GPU 上直接免安装运行。
 
 > [!Important]
-> 使用最新版 [llama.cpp Portable Zip](#flashmoe-运行-deepseek-v3r1), 可以在 Xeon 上通过1到2张 Arc A770 GPU 运行 **DeepSeek-R1-671B-Q4_K_M**
+> 使用最新版 *llama.cpp Portable Zip* 可以在 Xeon 上通过1到2张 Arc A770 GPU 运行 **DeepSeek-R1-671B-Q4_K_M**；详见如下[指南](#flashmoe-运行-deepseek-v3r1)。
 
 > [!NOTE]
 > llama.cpp portable zip 在如下设备上进行了验证：