diff --git a/README.md b/README.md
index 3452a5c5..547c84c7 100644
--- a/README.md
+++ b/README.md
@@ -438,7 +438,7 @@ Extra dependencies available: torch, torch-npu, metrics, deepspeed, liger-kernel
 
 <details><summary>Setting up a virtual environment with <b>uv</b></summary>
 
-Create an isolated Python environment with uv:
+Create an isolated Python environment with [uv](https://github.com/astral-sh/uv):
 
 ```bash
 uv sync --extra torch --extra metrics --prerelease=allow
diff --git a/README_zh.md b/README_zh.md
index ef36870a..c9064e90 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -440,7 +440,7 @@ pip install -e ".[torch,metrics]"
 
 <details><summary>使用 <b>uv</b> 构建虚拟环境</summary>
 
-创建隔离的 Python 环境：
+使用 [uv](https://github.com/astral-sh/uv) 创建隔离的 Python 环境：
 
 ```bash
 uv sync --extra torch --extra metrics --prerelease=allow