diff --git a/src/layouts/extraRender.tsx b/src/layouts/extraRender.tsx
index 497e7834..9f6dad01 100644
--- a/src/layouts/extraRender.tsx
+++ b/src/layouts/extraRender.tsx
@@ -274,7 +274,7 @@ export const ExtraContent = () => {
         {originNode}
         <Divider style={{ marginBlock: 4 }} />
         <CustomItem onClick={handleLogout} className="border-top">
-          <LogoutOutlined />
+          <LogoutOutlined rotate={180} />
           <span>{intl?.formatMessage?.({ id: 'common.button.logout' })}</span>
         </CustomItem>
       </DropdownWrapper>
diff --git a/src/locales/en-US/models.ts b/src/locales/en-US/models.ts
index a7fa6c9d..a09bf8ca 100644
--- a/src/locales/en-US/models.ts
+++ b/src/locales/en-US/models.ts
@@ -206,7 +206,7 @@ export default {
   'models.form.gpusAllocationType.auto': 'Auto',
   'models.form.gpusAllocationType.custom': 'Custom',
   'models.form.gpusAllocationType.auto.tips':
-    'System calculates GPUs per replica automatically.',
+    'The system automatically calculates the GPU count per replica, using powers of two by default and capped by the selected GPUs.',
   'models.form.gpusAllocationType.custom.tips':
     'You can specify the exact number of GPUs per replica.',
   'models.mymodels.status.inactive': 'Stopped',
diff --git a/src/locales/ja-JP/models.ts b/src/locales/ja-JP/models.ts
index 3643fbd8..b282dff5 100644
--- a/src/locales/ja-JP/models.ts
+++ b/src/locales/ja-JP/models.ts
@@ -206,7 +206,7 @@ export default {
   'models.form.gpusAllocationType.auto': 'Auto',
   'models.form.gpusAllocationType.custom': 'Custom',
   'models.form.gpusAllocationType.auto.tips':
-    'System calculates GPUs per replica automatically.',
+    'The system automatically calculates the GPU count per replica, using powers of two by default and capped by the selected GPUs.',
   'models.form.gpusAllocationType.custom.tips':
     'You can specify the exact number of GPUs per replica.',
   'models.mymodels.status.inactive': 'Stopped',
@@ -293,7 +293,7 @@ export default {
 // 34.  'models.form.gpusAllocationType': 'GPU Allocation Type',
 // 35.  'models.form.gpusAllocationType.auto': 'Auto',
 // 36.  'models.form.gpusAllocationType.custom': 'Custom',
-// 37.  'models.form.gpusAllocationType.auto.tips': 'System calculates GPUs per replica automatically.',
+// 37.  'models.form.gpusAllocationType.auto.tips': 'The system automatically calculates the GPU count per replica, using powers of two by default and capped by the selected GPUs.',
 // 38.  'models.form.gpusAllocationType.custom.tips': 'You can specify the exact number of GPUs per replica.',
 // 39.  'models.mymodels.status.inactive': 'Stopped',
 // 41.  'models.mymodels.status.degrade': 'Abnormal',
diff --git a/src/locales/ru-RU/models.ts b/src/locales/ru-RU/models.ts
index c7f6ba61..e202e8a2 100644
--- a/src/locales/ru-RU/models.ts
+++ b/src/locales/ru-RU/models.ts
@@ -206,7 +206,7 @@ export default {
   'models.form.gpusAllocationType.auto': 'Авто',
   'models.form.gpusAllocationType.custom': 'Вручную',
   'models.form.gpusAllocationType.auto.tips':
-    'Система автоматически рассчитывает количество GPU на реплику.',
+    'The system automatically calculates the GPU count per replica, using powers of two by default and capped by the selected GPUs.',
   'models.form.gpusAllocationType.custom.tips':
     'Вы можете указать точное количество GPU на реплику.',
   'models.mymodels.status.inactive': 'Остановлен',
@@ -264,4 +264,5 @@ export default {
 // 4. 'models.form.backend.voxbox': 'Only supports NVIDIA GPUs and CPUs.',
 // 5. 'models.form.backend.mindie': 'Only supports Ascend NPUs.',
 // 6. 'models.form.backend.sglang': 'Built-in support for NVIDIA/AMD GPUs and Ascend NPUs.',
+// 7. 'models.form.gpusAllocationType.auto.tips': 'The system automatically calculates the GPU count per replica, using powers of two by default and capped by the selected GPUs.',
 // ========== End of To-Do List ==========
diff --git a/src/locales/zh-CN/models.ts b/src/locales/zh-CN/models.ts
index 7535d2c6..a68d077a 100644
--- a/src/locales/zh-CN/models.ts
+++ b/src/locales/zh-CN/models.ts
@@ -195,7 +195,7 @@ export default {
   'models.form.gpusAllocationType.auto': '自动',
   'models.form.gpusAllocationType.custom': '自定义',
   'models.form.gpusAllocationType.auto.tips':
-    '系统自动计算每个副本的 GPU 数量。',
+    '系统自动计算每个副本的 GPU 数量，默认是 2 的幂，不超过选择的 GPU 数量。',
   'models.form.gpusAllocationType.custom.tips': '您可以指定每个副本的 GPU 数量',
   'models.mymodels.status.inactive': '已停止',
   'models.mymodels.status.degrade': '异常',
@@ -217,8 +217,8 @@ export default {
   'models.form.numDraftTokens': '草稿生成 Token 数',
   'models.form.ngramMinMatchLength': 'N-gram 最小匹配长度',
   'models.form.ngramMaxMatchLength': 'N-gram 最大匹配长度',
-  'models.form.mode.throughput': '高吞吐',
-  'models.form.mode.latency': '低延迟',
+  'models.form.mode.throughput': '吞吐',
+  'models.form.mode.latency': '延迟',
   'models.form.mode.baseline': '标准',
   'models.form.mode.throughput.tips': '在高并发请求下优化吞吐性能。',
   'models.form.mode.latency.tips': '在低并发请求下优化响应延迟。',
diff --git a/src/pages/dashboard/components/resource-utilization.tsx b/src/pages/dashboard/components/resource-utilization.tsx
index 891b44fd..d6001ba3 100644
--- a/src/pages/dashboard/components/resource-utilization.tsx
+++ b/src/pages/dashboard/components/resource-utilization.tsx
@@ -63,20 +63,21 @@ const UtilizationOvertime: React.FC<{
     const legendData: string[] = [];
     const xAxisData: string[] = [];
     let seriesData: { value: number; time: string; type: string }[] = [];
-    seriesData = _.map(typeList, (item: string) => {
-      const itemConfig = _.get(TypeKeyMap, item, {});
+    seriesData = _.map(typeList, (label: string) => {
+      const itemConfig = _.get(TypeKeyMap, label, {});
       const name = itemConfig.intl
         ? intl.formatMessage({ id: itemConfig.label })
         : itemConfig.label;
       legendData.push(name);
-      const itemDataList = _.get(data, item, []);
+      const itemDataList = _.get(data, label, []);
       return {
         name: name,
         color: itemConfig.color,
         data: _.map(itemDataList, (item: any) => {
-          xAxisData.push(dayjs(item.timestamp * 1000).format('HH:mm:ss'));
+          const time = dayjs(item.timestamp * 1000).format('HH:mm:ss');
+          xAxisData.push(time);
           return {
-            time: dayjs(item.timestamp * 1000).format('HH:mm:ss'),
+            time: item,
             value: _.round(_.get(item, 'value', 0), 1)
           };
         })
diff --git a/src/pages/dashboard/components/system-load.tsx b/src/pages/dashboard/components/system-load.tsx
index 3fa37fd2..d2e90e52 100644
--- a/src/pages/dashboard/components/system-load.tsx
+++ b/src/pages/dashboard/components/system-load.tsx
@@ -57,7 +57,7 @@ const SystemLoad = () => {
     const fetchClusters = async () => {
       try {
         const res = await queryClusterList({ page: -1 });
-        const options = res.items.map((cluster) => ({
+        const options = res.items.map((cluster: any) => ({
           label: cluster.name,
           value: cluster.id
         }));
diff --git a/src/pages/llmodels/catalog.tsx b/src/pages/llmodels/catalog.tsx
index 018b6c66..3e380376 100644
--- a/src/pages/llmodels/catalog.tsx
+++ b/src/pages/llmodels/catalog.tsx
@@ -24,7 +24,6 @@ const Catalog: React.FC = () => {
   const intl = useIntl();
   const { saveScrollHeight, restoreScrollHeight } = useBodyScroll();
   const navigate = useNavigate();
-  const [activeId, setActiveId] = React.useState(-1);
   const [dataSource, setDataSource] = useState<{
     dataList: CatalogItemType[];
     loading: boolean;
@@ -50,7 +49,7 @@ const Catalog: React.FC = () => {
     current: {},
     source: modelSourceMap.huggingface_value
   });
-  const [modelsExpandKeys, setModelsExpandKeys] = useAtom(modelsExpandKeysAtom);
+  const [, setModelsExpandKeys] = useAtom(modelsExpandKeysAtom);
   const [, setModelsSession] = useAtom(modelsSessionAtom);
   const cacheData = React.useRef<CatalogItemType[]>([]);
   const sourceRef = React.useRef<string>('');
@@ -109,7 +108,6 @@ const Catalog: React.FC = () => {
         ...queryParams,
         ...query
       });
-      console.log('error', error);
     }
   });
 
@@ -119,12 +117,10 @@ const Catalog: React.FC = () => {
       show: false
     });
     restoreScrollHeight();
-    setActiveId(-1);
   };
 
   const handleOnDeploy = useCallback(async (item: CatalogItemType) => {
     saveScrollHeight();
-    setActiveId(item.id);
     setOpenDeployModal({
       show: true,
       source: sourceRef.current,
@@ -185,7 +181,6 @@ const Catalog: React.FC = () => {
   });
 
   const handleDeployFromOtherHubs = async () => {
-    console.log('sourceRef.current', sourceRef.current);
     try {
       setModelsSession({
         source: sourceRef.current || modelSourceMap.huggingface_value
@@ -203,7 +198,7 @@ const Catalog: React.FC = () => {
       const getCatalogSource = async () => {
         try {
           const id = dataSource.dataList?.[0]?.id;
-          const res: any = await queryCatalogItemSpec({ id });
+          const res: any = await queryCatalogItemSpec({ id, cluster_id: 0 });
           sourceRef.current = res?.items?.[0]?.source;
         } catch (error) {}
       };
diff --git a/src/pages/llmodels/components/scaling.tsx b/src/pages/llmodels/components/scaling.tsx
index 8d073e15..a0926d37 100644
--- a/src/pages/llmodels/components/scaling.tsx
+++ b/src/pages/llmodels/components/scaling.tsx
@@ -45,14 +45,10 @@ const CheckboxField: React.FC<{
 
 const Scaling: React.FC = () => {
   const intl = useIntl();
-  const { onValuesChange, onQuantizationChange } = useFormContext();
+  const { onValuesChange } = useFormContext();
   const { getRuleMessage } = useAppUtils();
   const form = Form.useFormInstance();
 
-  const handleOnQuantizationChange = (val: any) => {
-    onQuantizationChange?.(val);
-  };
-
   return (
     <>
       <div style={{ paddingBottom: 22, paddingLeft: 10 }}>
diff --git a/src/pages/llmodels/forms/basic.tsx b/src/pages/llmodels/forms/basic.tsx
index 215f6cec..d655ceea 100644
--- a/src/pages/llmodels/forms/basic.tsx
+++ b/src/pages/llmodels/forms/basic.tsx
@@ -11,7 +11,6 @@ import { useIntl } from '@umijs/max';
 import { Form } from 'antd';
 import { useMemo } from 'react';
 import { sourceOptions } from '../config';
-import { useFormContext } from '../config/form-context';
 import { FormData } from '../config/types';
 import BackendForm from './backend';
 import CatalogFrom from './catalog';
@@ -39,9 +38,7 @@ const BasicForm: React.FC<BasicFormProps> = (props) => {
     onSourceChange
   } = props;
   const intl = useIntl();
-  const { formKey } = useFormContext();
   const { getRuleMessage } = useAppUtils();
-  const form = Form.useFormInstance();
 
   const handleOnSourceChange = (val: string) => {
     onSourceChange?.(val);
diff --git a/src/pages/llmodels/forms/kv-cache.tsx b/src/pages/llmodels/forms/kv-cache.tsx
index 4884d037..a1283e34 100644
--- a/src/pages/llmodels/forms/kv-cache.tsx
+++ b/src/pages/llmodels/forms/kv-cache.tsx
@@ -106,7 +106,7 @@ const KVCacheForm = () => {
               )}
               min={0}
               step={1}
-              precision={0}
+              precision={1}
             />
           </Form.Item>
           <Form.Item<FormData> name={['extended_kv_cache', 'chunk_size']}>