diff --git a/src/locales/en-US/benchmark.ts b/src/locales/en-US/benchmark.ts
index b8e41429..d6905ed5 100644
--- a/src/locales/en-US/benchmark.ts
+++ b/src/locales/en-US/benchmark.ts
@@ -40,6 +40,7 @@ export default {
   'benchmark.table.filter.bygpu': 'Filter by GPU',
   'benchmark.table.filter.bymodel': 'Filter by Model',
   'benchmark.table.filter.bydataset': 'Filter by Dataset',
+  'benchmark.table.filter.byProfile': 'Filter by Profile',
   'benchmark.table.avg': 'Avg',
   'benchmark.table.columnSettings': 'Column Settings',
   'benchmark.detail.summary.results': 'Test Results',
diff --git a/src/locales/ja-JP/benchmark.ts b/src/locales/ja-JP/benchmark.ts
index b8e41429..d6905ed5 100644
--- a/src/locales/ja-JP/benchmark.ts
+++ b/src/locales/ja-JP/benchmark.ts
@@ -40,6 +40,7 @@ export default {
   'benchmark.table.filter.bygpu': 'Filter by GPU',
   'benchmark.table.filter.bymodel': 'Filter by Model',
   'benchmark.table.filter.bydataset': 'Filter by Dataset',
+  'benchmark.table.filter.byProfile': 'Filter by Profile',
   'benchmark.table.avg': 'Avg',
   'benchmark.table.columnSettings': 'Column Settings',
   'benchmark.detail.summary.results': 'Test Results',
diff --git a/src/locales/ru-RU/benchmark.ts b/src/locales/ru-RU/benchmark.ts
index b8e41429..d6905ed5 100644
--- a/src/locales/ru-RU/benchmark.ts
+++ b/src/locales/ru-RU/benchmark.ts
@@ -40,6 +40,7 @@ export default {
   'benchmark.table.filter.bygpu': 'Filter by GPU',
   'benchmark.table.filter.bymodel': 'Filter by Model',
   'benchmark.table.filter.bydataset': 'Filter by Dataset',
+  'benchmark.table.filter.byProfile': 'Filter by Profile',
   'benchmark.table.avg': 'Avg',
   'benchmark.table.columnSettings': 'Column Settings',
   'benchmark.detail.summary.results': 'Test Results',
diff --git a/src/locales/zh-CN/benchmark.ts b/src/locales/zh-CN/benchmark.ts
index 0db0bdb0..8afbd08b 100644
--- a/src/locales/zh-CN/benchmark.ts
+++ b/src/locales/zh-CN/benchmark.ts
@@ -40,6 +40,7 @@ export default {
   'benchmark.table.filter.bygpu': '按 GPU 过滤',
   'benchmark.table.filter.bymodel': '按模型过滤',
   'benchmark.table.filter.bydataset': '按数据集过滤',
+  'benchmark.table.filter.byProfile': '按模式过滤',
   'benchmark.table.avg': '均值',
   'benchmark.table.columnSettings': '列设置',
   'benchmark.detail.summary.results': '测试结果',
diff --git a/src/pages/benchmark/components/left-actions.tsx b/src/pages/benchmark/components/left-actions.tsx
index 87eba1bb..a5699c53 100644
--- a/src/pages/benchmark/components/left-actions.tsx
+++ b/src/pages/benchmark/components/left-actions.tsx
@@ -5,12 +5,13 @@ import { useIntl } from '@umijs/max';
 import { Button, Input, Space } from 'antd';
 import _ from 'lodash';
 import React from 'react';
+import { profileOptions } from '../../benchmark/config';
 
 export interface RightActionsProps {
   handleInputChange: (e: React.ChangeEvent<HTMLInputElement>) => void;
   handleSearch: () => void;
   handleQueryChange: (value: any, option?: any) => void;
-  modelList?: Global.BaseOption<number>[];
+  modelList?: Global.BaseOption<number, { categories: string[] }>[];
   datasetList?: Global.BaseOption<string | number>[];
 }
 
@@ -34,7 +35,7 @@ const RightActions: React.FC<RightActionsProps> = ({
 
   const modelOptions = modelList
     ?.filter((item) => {
-      return item.categories.includes(modelCategoriesMap.llm);
+      return item.categories?.includes(modelCategoriesMap.llm);
     })
     .map((item) => ({
       label: item.label,
@@ -84,17 +85,16 @@ const RightActions: React.FC<RightActionsProps> = ({
       <BaseSelect
         allowClear
         placeholder={intl.formatMessage({
-          id: 'benchmark.table.filter.bydataset'
+          id: 'benchmark.table.filter.byProfile'
         })}
         style={{ width: 200 }}
-        options={datasetList?.map((item) => ({
-          ...item,
-          label: item.label,
-          value: item.label
+        options={profileOptions.map((item) => ({
+          label: intl.formatMessage({ id: item.label }),
+          value: item.value
         }))}
         onChange={(value, option) =>
           handleQueryChange({
-            dataset_name: value,
+            profile: value,
             page: 1
           })
         }
diff --git a/src/pages/llmodels/forms/envs-override-popover.tsx b/src/pages/llmodels/forms/envs-override-popover.tsx
index 96140014..1a02cc43 100644
--- a/src/pages/llmodels/forms/envs-override-popover.tsx
+++ b/src/pages/llmodels/forms/envs-override-popover.tsx
@@ -166,7 +166,7 @@ const EnvsOverridePopover: React.FC<EnvsOverridePopoverProps> = (props) => {
           icon={<WarningOutlined />}
           type="warning"
           showIcon
-          title={'有环境变量冲突，点击查看详情'}
+          title={'检测到环境变量值不一致，请确认使用的值'}
         ></Alert>
       </div>
     </Popover>
diff --git a/src/pages/maas-provider/config/types.ts b/src/pages/maas-provider/config/types.ts
index 65cf9a1c..427cfc6b 100644
--- a/src/pages/maas-provider/config/types.ts
+++ b/src/pages/maas-provider/config/types.ts
@@ -1,7 +1,7 @@
 import { maasProviderType } from '.';
 export interface ProviderModel {
   name: string;
-  category: string;
+  category?: string;
   accessible: boolean | null;
 }
 export interface FormData {
diff --git a/src/pages/maas-provider/forms/index.tsx b/src/pages/maas-provider/forms/index.tsx
index e80885ad..daf7f3c0 100644
--- a/src/pages/maas-provider/forms/index.tsx
+++ b/src/pages/maas-provider/forms/index.tsx
@@ -143,6 +143,10 @@ const ProviderForm: React.FC<ProviderFormProps> = forwardRef((props, ref) => {
       );
       form.setFieldsValue({
         ...currentData,
+        models: (currentData.models || []).map((item) => ({
+          ...item,
+          category: item.category || null
+        })),
         api_key: apiTokensList?.[0] || '',
         api_tokens: apiTokensList?.slice(1) || [],
         proxy_enabled: !!currentData.proxy_url,
diff --git a/src/pages/maas-provider/forms/model-item.tsx b/src/pages/maas-provider/forms/model-item.tsx
index a2ebe484..21bdadf8 100644
--- a/src/pages/maas-provider/forms/model-item.tsx
+++ b/src/pages/maas-provider/forms/model-item.tsx
@@ -1,7 +1,7 @@
 import AutoComplete from '@/components/seal-form/auto-complete';
 import SealSelect from '@/components/seal-form/seal-select';
 import { PageAction } from '@/config';
-import { categoryOptions } from '@/pages/llmodels/config';
+import { categoryOptions, modelCategoriesMap } from '@/pages/llmodels/config';
 import {
   CheckCircleFilled,
   LoadingOutlined,
@@ -197,9 +197,16 @@ const ModelItem: React.FC<ModelItemProps> = ({
         </span>
       </Tooltip>
       <SealSelect
-        value={item.category || undefined}
+        allowNull
+        value={item.category}
         onChange={handleOnCategoryChange}
-        options={categoryOptions}
+        options={[
+          ...categoryOptions,
+          {
+            label: intl.formatMessage({ id: 'common.option.other' }),
+            value: null
+          }
+        ]}
         placeholder={intl.formatMessage({
           id: 'models.form.categories'
         })}
@@ -207,7 +214,12 @@ const ModelItem: React.FC<ModelItemProps> = ({
       <Tooltip
         title={intl.formatMessage({ id: 'providers.form.model.test.tips' })}
       >
-        <Button type="link" size="small" onClick={handleTestModel}>
+        <Button
+          type="link"
+          size="small"
+          onClick={handleTestModel}
+          disabled={item.category !== modelCategoriesMap.llm || !item.name}
+        >
           {testLoading ? (
             <LoadingOutlined />
           ) : (
diff --git a/src/pages/maas-provider/forms/supported-models.tsx b/src/pages/maas-provider/forms/supported-models.tsx
index 20a6828c..cbb21366 100644
--- a/src/pages/maas-provider/forms/supported-models.tsx
+++ b/src/pages/maas-provider/forms/supported-models.tsx
@@ -69,7 +69,7 @@ const SupportedModels = () => {
 
   const onAdd = () => {
     const newList = [...modelList];
-    newList.push({ name: '', category: '', accessible: null });
+    newList.push({ name: '', category: undefined, accessible: null });
     updateModelList(newList);
   };