diff --git a/pyproject.toml b/pyproject.toml
index 6fc058c8..fc701d79 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -109,3 +109,5 @@ ignore = []
 # black配置，与构建无关
 [tool.black]
 line-length = 120
+skip-string-normalization = true
+
diff --git a/swanlab/data/run/system/info.py b/swanlab/data/run/system/info.py
index c414f8a4..e29aeb14 100644
--- a/swanlab/data/run/system/info.py
+++ b/swanlab/data/run/system/info.py
@@ -98,7 +98,11 @@ def __get_nvidia_gpu_info():
 
     try:
         # 获取 NVIDIA 驱动版本信息
-        info["driver"] = pynvml.nvmlSystemGetDriverVersion()
+        nv_driver = pynvml.nvmlSystemGetDriverVersion()
+        if isinstance(nv_driver, bytes):
+            nv_driver = nv_driver.decode("utf-8")
+        info["driver"] = nv_driver
+
         # 获取 NVIDIA GPU 数量
         info["cores"] = pynvml.nvmlDeviceGetCount()
         # 遍历每个 GPU，获取 GPU 信息