diff --git a/src/components/delete-modal/index.tsx b/src/components/delete-modal/index.tsx
index 40d5e8b0..f841f3a9 100644
--- a/src/components/delete-modal/index.tsx
+++ b/src/components/delete-modal/index.tsx
@@ -155,7 +155,7 @@ const DeleteModal = forwardRef((props, ref) => {
               ? intl.formatMessage({ id: config.cancelText })
               : intl.formatMessage({ id: 'common.button.cancel' })}
           </Button>
-          <Button type="primary" onClick={handleOk} size="middle">
+          <Button type="primary" onClick={handleOk} size="middle" danger>
             {config.okText
               ? intl.formatMessage({ id: config.okText })
               : intl.formatMessage({ id: 'common.button.delete' })}
diff --git a/src/locales/en-US/models.ts b/src/locales/en-US/models.ts
index 7ed73ba2..3f3c0cbd 100644
--- a/src/locales/en-US/models.ts
+++ b/src/locales/en-US/models.ts
@@ -225,8 +225,8 @@ export default {
   'models.form.numDraftTokens': 'Number of Draft Tokens',
   'models.form.ngramMinMatchLength': 'N-gram Minimum Match Length',
   'models.form.ngramMaxMatchLength': 'N-gram Maximum Match Length',
-  'models.form.mode.throughput': 'Throughput',
-  'models.form.mode.latency': 'Latency',
+  'models.form.mode.throughput': 'High-Throughput',
+  'models.form.mode.latency': 'Low-Latency',
   'models.form.mode.reference': 'Reference',
   'models.form.mode.throughput.tips':
     'optimized for high throughput under high request concurrency.',