diff --git a/src/locales/en-US/models.ts b/src/locales/en-US/models.ts
index b1be9daf..ab90fc6a 100644
--- a/src/locales/en-US/models.ts
+++ b/src/locales/en-US/models.ts
@@ -85,6 +85,6 @@ export default {
     'vLLM: For non-GGUF format models, supports x86 Linux only.',
   'models.form.backend.voxbox': 'vox-box: For non-GGUF format audio models.',
   'models.form.search.gguftips':
-    'GGUF format is required for Mac and Windows compatibility.',
+    'Mac and Windows require GGUF format for non-audio models.',
   'models.form.button.addlabel': 'Add Label'
 };
diff --git a/src/locales/zh-CN/models.ts b/src/locales/zh-CN/models.ts
index 002999ef..dff9bddf 100644
--- a/src/locales/zh-CN/models.ts
+++ b/src/locales/zh-CN/models.ts
@@ -81,6 +81,6 @@ export default {
   'models.form.backend.vllm': 'vLLM: 用于非 GGUF 格式模型，仅支持 x86 Linux',
   'models.form.backend.voxbox': 'vox-box: 用于非 GGUF 格式的音频模型',
   'models.form.search.gguftips':
-    'Mac 和 Windows 需要使用 GGUF 格式以确保兼容性',
+    '非音频模型，Mac 和 Windows 需要使用 GGUF 格式',
   'models.form.button.addlabel': '添加标签'
 };
diff --git a/src/pages/llmodels/components/search-model.tsx b/src/pages/llmodels/components/search-model.tsx
index 45efbedd..ff64a7e8 100644
--- a/src/pages/llmodels/components/search-model.tsx
+++ b/src/pages/llmodels/components/search-model.tsx
@@ -234,9 +234,6 @@ const SearchModel: React.FC<SearchInputProps> = (props) => {
           modelSource={modelSource}
         ></SearchInput>
         <div className="gguf-tips">
-          <span className="m-r-5">
-            {intl.formatMessage({ id: 'common.tips.title' })}
-          </span>
           <span>
             {intl.formatMessage({ id: 'models.form.search.gguftips' })}
           </span>
diff --git a/src/pages/llmodels/components/table-list.tsx b/src/pages/llmodels/components/table-list.tsx
index e67dc4b3..064962c1 100644
--- a/src/pages/llmodels/components/table-list.tsx
+++ b/src/pages/llmodels/components/table-list.tsx
@@ -337,7 +337,6 @@ const Models: React.FC<ModelsProps> = ({
           replicas: 0
         }
       });
-      message.success(intl.formatMessage({ id: 'common.message.success' }));
     } catch (error) {
       // ingore
     }
diff --git a/src/pages/llmodels/style/search-result.less b/src/pages/llmodels/style/search-result.less
index 5141a808..0ca89a41 100644
--- a/src/pages/llmodels/style/search-result.less
+++ b/src/pages/llmodels/style/search-result.less
@@ -12,7 +12,7 @@
   display: flex;
   align-items: center;
   padding: 8px 0;
-  color: var(--ant-color-text-secondary);
+  color: var(--ant-color-text-tertiary);
 
   .warning {
     color: var(--ant-color-warning);