diff --git a/src/locales/en-US/clusters.ts b/src/locales/en-US/clusters.ts
index fe9b6d49..39b3806e 100644
--- a/src/locales/en-US/clusters.ts
+++ b/src/locales/en-US/clusters.ts
@@ -144,7 +144,7 @@ export default {
   'clusters.addworker.theadNotes-02':
     'T-Head PPU uses the Container Device Interface (CDI) for device injection and requires the <span class="bold-text">/var/run/cdi</span> directory to be available for CDI generation.',
   'clusters.addworker.nvidiaNotes':
-    'The built-in inference backends in GPUStack v2.1 require <span class="bold-text">CUDA 12.6+</span>. Please ensure your NVIDIA driver version is <span class="bold-text">560</span> or newer.',
+    'The built-in inference backends in GPUStack v2.1 require <span class="bold-text">CUDA 12.8+</span>. Please ensure your NVIDIA driver version is <span class="bold-text">560</span> or newer.',
   'clusters.volume.title': 'Volume Mounts',
   'clusters.volume.name': 'Volume Name',
   'clusters.volume.mountPath': 'Container Path',
diff --git a/src/locales/ja-JP/clusters.ts b/src/locales/ja-JP/clusters.ts
index 098dd2af..5ee6d118 100644
--- a/src/locales/ja-JP/clusters.ts
+++ b/src/locales/ja-JP/clusters.ts
@@ -144,7 +144,7 @@ export default {
   'clusters.addworker.theadNotes-02':
     'T-Head PPU uses the Container Device Interface (CDI) for device injection and requires the <span class="bold-text">/var/run/cdi</span> directory to be available for CDI generation.',
   'clusters.addworker.nvidiaNotes':
-    'The built-in inference backends in GPUStack v2.1 require <span class="bold-text">CUDA 12.6+</span>. Please ensure your NVIDIA driver version is <span class="bold-text">560</span> or newer.',
+    'The built-in inference backends in GPUStack v2.1 require <span class="bold-text">CUDA 12.8+</span>. Please ensure your NVIDIA driver version is <span class="bold-text">560</span> or newer.',
   'clusters.volume.title': 'Volume Mounts',
   'clusters.volume.name': 'Volume Name',
   'clusters.volume.mountPath': 'Container Path',
diff --git a/src/locales/ru-RU/clusters.ts b/src/locales/ru-RU/clusters.ts
index 9b5f28e4..5505cd2f 100644
--- a/src/locales/ru-RU/clusters.ts
+++ b/src/locales/ru-RU/clusters.ts
@@ -145,7 +145,7 @@ export default {
   'clusters.addworker.theadNotes-02':
     'T-Head PPU uses the Container Device Interface (CDI) for device injection and requires the <span class="bold-text">/var/run/cdi</span> directory to be available for CDI generation.',
   'clusters.addworker.nvidiaNotes':
-    'The built-in inference backends in GPUStack v2.1 require <span class="bold-text">CUDA 12.6+</span>. Please ensure your NVIDIA driver version is <span class="bold-text">560</span> or newer.',
+    'The built-in inference backends in GPUStack v2.1 require <span class="bold-text">CUDA 12.8+</span>. Please ensure your NVIDIA driver version is <span class="bold-text">560</span> or newer.',
   'clusters.volume.title': 'Volume Mounts',
   'clusters.volume.name': 'Volume Name',
   'clusters.volume.mountPath': 'Container Path',
diff --git a/src/locales/tr-TR/clusters.ts b/src/locales/tr-TR/clusters.ts
index 676726eb..ada84721 100644
--- a/src/locales/tr-TR/clusters.ts
+++ b/src/locales/tr-TR/clusters.ts
@@ -145,7 +145,7 @@ export default {
   'clusters.addworker.theadNotes-02':
     'T-Head PPU, cihaz enjeksiyonu için Container Device Interface (CDI) kullanır ve CDI oluşturma için <span class="bold-text">/var/run/cdi</span> dizininin kullanılabilir olmasını gerektirir.',
   'clusters.addworker.nvidiaNotes':
-    'GPUStack v2.1\'deki yerleşik çıkarım altyapıları <span class="bold-text">CUDA 12.6+</span> gerektirir. Lütfen NVIDIA sürücü sürümünüzün <span class="bold-text">560</span> veya daha yeni olduğundan emin olun.',
+    'GPUStack v2.1\'deki yerleşik çıkarım altyapıları <span class="bold-text">CUDA 12.8+</span> gerektirir. Lütfen NVIDIA sürücü sürümünüzün <span class="bold-text">560</span> veya daha yeni olduğundan emin olun.',
   'clusters.volume.title': 'Volume Mounts',
   'clusters.volume.name': 'Volume Name',
   'clusters.volume.mountPath': 'Container Path',
diff --git a/src/locales/zh-CN/clusters.ts b/src/locales/zh-CN/clusters.ts
index 7afe3698..33326e07 100644
--- a/src/locales/zh-CN/clusters.ts
+++ b/src/locales/zh-CN/clusters.ts
@@ -138,7 +138,7 @@ export default {
   'clusters.addworker.theadNotes-02':
     '平头哥（T-Head）PPU 使用容器设备接口（CDI）进行设备注入，因此需要确保 <span class="bold-text">/var/run/cdi</span> 目录可用以生成 CDI。',
   'clusters.addworker.nvidiaNotes':
-    'GPUStack v2.1 内置推理后端依赖 <span class="bold-text">CUDA 12.6</span> 及以上版本，请确保 NVIDIA 驱动版本为 <span class="bold-text">560</span> 或以上。',
+    'GPUStack v2.1 内置推理后端依赖 <span class="bold-text">CUDA 12.8</span> 及以上版本，请确保 NVIDIA 驱动版本为 <span class="bold-text">560</span> 或以上。',
   'clusters.volume.title': '卷挂载',
   'clusters.volume.name': '卷名称',
   'clusters.volume.mountPath': '容器内路径',
diff --git a/src/pages/resources/config/gpu-driver.ts b/src/pages/resources/config/gpu-driver.ts
index a9bd6777..ca5f01dd 100644
--- a/src/pages/resources/config/gpu-driver.ts
+++ b/src/pages/resources/config/gpu-driver.ts
@@ -437,8 +437,5 @@ export const AddWorkerDockerNotes: Record<string, string[]> = {
   [GPUDriverMap.ILUVATAR]: ['clusters.addworker.corexNotes'],
   [GPUDriverMap.CAMBRICON]: ['clusters.addworker.cambriconNotes'],
   [GPUDriverMap.METAX]: ['clusters.addworker.metaxNotes'],
-  [GPUDriverMap.THEAD]: [
-    'clusters.addworker.theadNotes',
-    'clusters.addworker.theadNotes-02'
-  ]
+  [GPUDriverMap.THEAD]: ['clusters.addworker.theadNotes-02']
 };