diff --git a/src/locales/en-US/clusters.ts b/src/locales/en-US/clusters.ts
index ba8eb8d3..ca8447bc 100644
--- a/src/locales/en-US/clusters.ts
+++ b/src/locales/en-US/clusters.ts
@@ -116,5 +116,13 @@ export default {
     'Specify the server URL accessible from your cloud provider.',
   'clusters.form.setDefault': 'Set as Default',
   'clusters.form.setDefault.tips': 'Default for deployment.',
-  'clusters.addworker.noClusters': 'No available clusters'
+  'clusters.addworker.noClusters': 'No available clusters',
+  'clusters.create.complete.tips': 'Cluster created successfully!',
+  'clusters.create.complete': 'Completed',
+  'clusters.create.dockerTips1': 'Next, add worker to this cluster.',
+  'clusters.create.dockerTips2':
+    'You can also skip this step and add them later from the cluster list.',
+  'clusters.create.k8sTips1': 'Next, register existing Kubernetes cluster.',
+  'clusters.create.k8sTips2':
+    'You can also skip this step and register it later from the cluster list.'
 };
diff --git a/src/locales/ja-JP/clusters.ts b/src/locales/ja-JP/clusters.ts
index cdf967b7..8dd95983 100644
--- a/src/locales/ja-JP/clusters.ts
+++ b/src/locales/ja-JP/clusters.ts
@@ -116,7 +116,15 @@ export default {
     'Specify the server URL accessible from your cloud provider.',
   'clusters.form.setDefault': 'Set as Default',
   'clusters.form.setDefault.tips': 'Default for deployment.',
-  'clusters.addworker.noClusters': 'No available clusters'
+  'clusters.addworker.noClusters': 'No available clusters',
+  'clusters.create.complete.tips': 'Cluster created successfully!',
+  'clusters.create.complete': 'Completed',
+  'clusters.create.dockerTips1': 'Next, add worker to this cluster.',
+  'clusters.create.dockerTips2':
+    'You can also skip this step and add them later from the cluster list.',
+  'clusters.create.k8sTips1': 'Next, register existing Kubernetes cluster.',
+  'clusters.create.k8sTips2':
+    'You can also skip this step and register it later from the cluster list.'
 };
 
 // ========== To-Do: Translate Keys (Remove After Translation) ==========
@@ -210,5 +218,11 @@ export default {
 // 84. 'clusters.form.setDefault.tips': 'Default for deployment',
 // 85.  'clusters.addworker.enterWorkerAddress': 'Enter worker external address',
 // 86.  'clusters.addworker.enterWorkerAddress.error': 'Please enter the worker external address.',
-// 87. 'clusters.addworker.noClusters': 'No available clusters'
+// 87. 'clusters.addworker.noClusters': 'No available clusters',
+// 88. 'clusters.create.complete.tips': 'Cluster created successfully!',
+// 89. 'clusters.create.complete': 'Completed',
+// 90. 'clusters.create.dockerTips1': 'Next, add worker to this cluster.',
+// 91. 'clusters.create.dockerTips2': 'You can also skip this step and add them later from the cluster list.',
+// 92. 'clusters.create.k8sTips1': 'Next, register existing Kubernetes cluster.',
+// 93. 'clusters.create.k8sTips2': 'You can also skip this step and register it later from the cluster list.'
 // ========== End of To-Do List ==========
diff --git a/src/locales/ru-RU/clusters.ts b/src/locales/ru-RU/clusters.ts
index 0c8b91ea..5aacb51c 100644
--- a/src/locales/ru-RU/clusters.ts
+++ b/src/locales/ru-RU/clusters.ts
@@ -117,10 +117,24 @@ export default {
   'clusters.form.setDefault': 'Установить по умолчанию',
   'clusters.form.setDefault.tips':
     'Использовать по умолчанию для развертывания.',
-  'clusters.addworker.noClusters': 'No available clusters'
+  'clusters.addworker.noClusters': 'No available clusters',
+  'clusters.create.complete.tips': 'Cluster created successfully!',
+  'clusters.create.complete': 'Completed',
+  'clusters.create.dockerTips1': 'Next, add worker to this cluster.',
+  'clusters.create.dockerTips2':
+    'You can also skip this step and add them later from the cluster list.',
+  'clusters.create.k8sTips1': 'Next, register existing Kubernetes cluster.',
+  'clusters.create.k8sTips2':
+    'You can also skip this step and register it later from the cluster list.'
 };
 
 // ========== To-Do: Translate Keys (Remove After Translation) ==========
 // 1. 'clusters.addworker.hygonNotes': `If <span class="bold-text">/opt/hyhal</span> or <span class="bold-text">/opt/dtk</span> does not exist, create symbolic links pointing to the corresponding Hygon installation paths, for example: <span class="desc-fill">ln -s /path/to/hyhal /opt/hyhal</span> <span class="desc-fill">ln -s /path/to/dtk /opt/dtk</span>.`,
-// 2. 'clusters.addworker.noClusters': 'No available clusters'
+// 2. 'clusters.addworker.noClusters': 'No available clusters',
+// 3. 'clusters.create.complete.tips': 'Cluster created successfully!',
+// 4. 'clusters.create.complete': 'Completed',
+// 5. 'clusters.create.dockerTips1': 'Next, add worker to this cluster.',
+// 6. 'clusters.create.dockerTips2': 'You can also skip this step and add them later from the cluster list.',
+// 7. 'clusters.create.k8sTips1': 'Next, register existing Kubernetes cluster.',
+// 8. 'clusters.create.k8sTips2': 'You can also skip this step and register it later from the cluster list.'
 // ================================================================
diff --git a/src/locales/zh-CN/clusters.ts b/src/locales/zh-CN/clusters.ts
index 246e9727..45f10a7e 100644
--- a/src/locales/zh-CN/clusters.ts
+++ b/src/locales/zh-CN/clusters.ts
@@ -113,5 +113,11 @@ export default {
   'clusters.form.serverUrl.tips': '指定可从您的云服务提供商访问的服务器地址。',
   'clusters.form.setDefault': '设为默认',
   'clusters.form.setDefault.tips': '部署时的默认集群。',
-  'clusters.addworker.noClusters': '无可用集群'
+  'clusters.addworker.noClusters': '无可用集群',
+  'clusters.create.complete.tips': '集群创建成功！',
+  'clusters.create.complete': '完成',
+  'clusters.create.dockerTips1': '接下来，为该集群添加节点。',
+  'clusters.create.dockerTips2': '你也可以跳过此步骤，稍后在集群列表中添加。',
+  'clusters.create.k8sTips1': '接下来，注册已有的 Kubernetes 集群。',
+  'clusters.create.k8sTips2': '你也可以跳过此步骤，稍后在集群列表中进行注册。'
 };
diff --git a/src/pages/cluster-management/cluster-create.tsx b/src/pages/cluster-management/cluster-create.tsx
index 59d3bc82..4d04b48a 100644
--- a/src/pages/cluster-management/cluster-create.tsx
+++ b/src/pages/cluster-management/cluster-create.tsx
@@ -3,7 +3,6 @@ import { PageAction } from '@/config';
 import { PageActionType } from '@/config/types';
 import ColumnWrapper from '@/pages/_components/column-wrapper';
 import { useIntl, useSearchParams } from '@umijs/max';
-import { Typography } from 'antd';
 import { useAtom } from 'jotai';
 import _ from 'lodash';
 import React, { useEffect, useMemo, useRef, useState } from 'react';
@@ -30,8 +29,6 @@ import useSystemConfig from './services/use-system-config';
 import { moduleMap, moduleRegistry } from './step-forms/module-registry';
 import useStepList from './step-forms/use-step-list';
 
-const { Title, Text } = Typography;
-
 const Container = styled.div`
   width: 100%;
   display: flex;
diff --git a/src/pages/cluster-management/components/add-worker/index.tsx b/src/pages/cluster-management/components/add-worker/index.tsx
index a3296c6f..5e57f275 100644
--- a/src/pages/cluster-management/components/add-worker/index.tsx
+++ b/src/pages/cluster-management/components/add-worker/index.tsx
@@ -1,4 +1,5 @@
-import ScrollerModal from '@/components/scroller-modal';
+import GSDrawer from '@/components/scroller-modal/gs-drawer';
+import ColumnWrapper from '@/pages/_components/column-wrapper';
 import useAddWorkerMessage from '@/pages/cluster-management/hooks/use-add-worker-message';
 import { useIntl } from '@umijs/max';
 import { Alert } from 'antd';
@@ -118,46 +119,55 @@ const AddWorker: React.FC<AddWorkerProps> = (props) => {
   };
 
   return (
-    <ScrollerModal
+    <GSDrawer
       title={title}
       open={open}
-      centered={true}
-      onCancel={onCancel}
+      onClose={onCancel}
       destroyOnHidden={true}
-      closeIcon={true}
+      closeIcon={false}
       maskClosable={false}
       keyboard={false}
-      width={865}
-      style={{}}
-      maxContentHeight={'max(calc(100vh - 200px), 600px)'}
-      footer={
-        <Footer>
-          {addedCount > 0 && (
-            <Alert
-              style={{
-                textAlign: 'left',
-                borderColor: 'var(--ant-color-success)',
-                width: '100%'
-              }}
-              type="success"
-              title={renderMessage(addedCount)}
-              closable
-            />
-          )}
-        </Footer>
-      }
+      styles={{
+        body: {
+          paddingBlock: 0
+        },
+        wrapper: { width: 865 }
+      }}
+      footer={false}
     >
-      <AddWorkerStep
-        onCancel={onCancel}
-        actionSource={'modal'}
-        stepList={stepList}
-        provider={provider}
-        clusterList={clusterList}
-        clusterLoading={clusterLoading}
-        onClusterChange={handleOnClusterChange}
-        registrationInfo={registrationInfo}
-      ></AddWorkerStep>
-    </ScrollerModal>
+      <ColumnWrapper
+        styles={{
+          container: { paddingBlock: 16 }
+        }}
+        footer={
+          <Footer style={{ paddingInline: 24, paddingBottom: 24 }}>
+            {addedCount > 0 && (
+              <Alert
+                style={{
+                  textAlign: 'left',
+                  borderColor: 'var(--ant-color-success)',
+                  width: '100%'
+                }}
+                type="success"
+                title={renderMessage(addedCount)}
+                closable
+              />
+            )}
+          </Footer>
+        }
+      >
+        <AddWorkerStep
+          onCancel={onCancel}
+          actionSource={'modal'}
+          stepList={stepList}
+          provider={provider}
+          clusterList={clusterList}
+          clusterLoading={clusterLoading}
+          onClusterChange={handleOnClusterChange}
+          registrationInfo={registrationInfo}
+        ></AddWorkerStep>
+      </ColumnWrapper>
+    </GSDrawer>
   );
 };
 
diff --git a/src/pages/cluster-management/components/success-result.tsx b/src/pages/cluster-management/components/success-result.tsx
index fd12e41a..96d8bfa5 100644
--- a/src/pages/cluster-management/components/success-result.tsx
+++ b/src/pages/cluster-management/components/success-result.tsx
@@ -1,4 +1,5 @@
 import { CheckCircleFilled } from '@ant-design/icons';
+import { useIntl } from '@umijs/max';
 import { Button, Flex, Result } from 'antd';
 import React from 'react';
 import { ProviderValueMap } from '../config';
@@ -8,14 +9,19 @@ const SuccessResult: React.FC<{
   onSkip: () => void;
   onAddWorker: () => void;
 }> = ({ provider, onSkip, onAddWorker }) => {
-  const k8sTips =
-    'Next, register this Kubernetes cluster. You can also skip this step and register it later from the cluster list.';
+  const intl = useIntl();
+
+  const k8sTips = (
+    <div className="flex-column">
+      <span>{intl.formatMessage({ id: 'clusters.create.k8sTips1' })}</span>
+      <span>{intl.formatMessage({ id: 'clusters.create.k8sTips2' })}</span>
+    </div>
+  );
+
   const dockerTips = (
     <div className="flex-column">
-      <span>Next, add worker to this cluster.</span>
-      <span>
-        You can also skip this step and add them later from the cluster list.
-      </span>
+      <span>{intl.formatMessage({ id: 'clusters.create.dockerTips1' })}</span>
+      <span>{intl.formatMessage({ id: 'clusters.create.dockerTips2' })}</span>
     </div>
   );
 
@@ -33,17 +39,17 @@ const SuccessResult: React.FC<{
         />
       }
       status="success"
-      title="Cluster Created Successfully!"
+      title={intl.formatMessage({ id: 'clusters.create.complete.tips' })}
       subTitle={provider === ProviderValueMap.Kubernetes ? k8sTips : dockerTips}
       extra={[
         <Flex gap={16} justify="center" key="buttons">
-          <Button key="buy" onClick={onSkip}>
-            Skip for now
+          <Button key="skip" onClick={onSkip}>
+            {intl.formatMessage({ id: 'clusters.create.skipfornow' })}
           </Button>
-          <Button type="primary" key="console" onClick={onAddWorker}>
+          <Button type="primary" key="add" onClick={onAddWorker}>
             {provider === ProviderValueMap.Kubernetes
-              ? 'Register Cluster'
-              : 'Add Worker'}
+              ? intl.formatMessage({ id: 'clusters.button.register' })
+              : intl.formatMessage({ id: 'resources.button.create' })}
           </Button>
         </Flex>
       ]}
diff --git a/src/pages/cluster-management/components/support-gpus.tsx b/src/pages/cluster-management/components/support-gpus.tsx
index 758e522a..2e7d32c2 100644
--- a/src/pages/cluster-management/components/support-gpus.tsx
+++ b/src/pages/cluster-management/components/support-gpus.tsx
@@ -110,7 +110,7 @@ const SupportedHardware: React.FC<SupportedHardwareProps> = ({
       locale: false,
       notes: AddWorkerDockerNotes[GPUDriverMap.ASCEND],
       link: 'https://docs.gpustack.ai/latest/installation/requirements/#ascend-npu',
-      icon: <ProviderImage src={ascendLogo} height={32} />
+      icon: <ProviderImage src={ascendLogo} height={30} />
     },
     {
       label: intl.formatMessage({ id: 'vendor.hygon' }),
@@ -121,7 +121,7 @@ const SupportedHardware: React.FC<SupportedHardwareProps> = ({
       locale: false,
       notes: AddWorkerDockerNotes[GPUDriverMap.HYGON],
       link: 'https://docs.gpustack.ai/latest/installation/requirements/#hygon-dcu',
-      icon: <ProviderImage src={hyponPNG} height={20} />
+      icon: <ProviderImage src={hyponPNG} height={18} />
     },
     {
       label: intl.formatMessage({ id: 'vendor.moorthreads' }),
@@ -133,7 +133,7 @@ const SupportedHardware: React.FC<SupportedHardwareProps> = ({
       locale: false,
       notes: AddWorkerDockerNotes[GPUDriverMap.MOORE_THREADS],
       link: 'https://docs.gpustack.ai/latest/installation/requirements/#mthreads-gpu',
-      icon: <ProviderImage src={mooreLogo} height={26} />
+      icon: <ProviderImage src={mooreLogo} height={24} />
     },
     {
       label: intl.formatMessage({ id: 'vendor.iluvatar' }),
@@ -145,7 +145,7 @@ const SupportedHardware: React.FC<SupportedHardwareProps> = ({
       locale: false,
       notes: AddWorkerDockerNotes[GPUDriverMap.ILUVATAR],
       link: 'https://docs.gpustack.ai/latest/installation/requirements/#iluvatar-gpu',
-      icon: <ProviderImage src={iluvatarWEBP} height={26} />
+      icon: <ProviderImage src={iluvatarWEBP} height={24} />
     },
     {
       label: intl.formatMessage({ id: 'vendor.cambricon' }),
@@ -157,7 +157,7 @@ const SupportedHardware: React.FC<SupportedHardwareProps> = ({
       locale: false,
       notes: AddWorkerDockerNotes[GPUDriverMap.CAMBRICON],
       link: 'https://docs.gpustack.ai/latest/installation/requirements/#cambricon-mlu',
-      icon: <ProviderImage src={CambriconPNG} height={26} />
+      icon: <ProviderImage src={CambriconPNG} height={24} />
     },
     {
       label: intl.formatMessage({ id: 'vendor.metax' }),
diff --git a/src/pages/cluster-management/hooks/use-cluster-list.ts b/src/pages/cluster-management/hooks/use-cluster-list.ts
index b337f598..680e72e0 100644
--- a/src/pages/cluster-management/hooks/use-cluster-list.ts
+++ b/src/pages/cluster-management/hooks/use-cluster-list.ts
@@ -1,8 +1,4 @@
-import {
-  clusterListAtom,
-  resourceOverviewAtom,
-  workerListAtom
-} from '@/atoms/models';
+import { resourceOverviewAtom } from '@/atoms/models';
 import { queryClusterList } from '@/pages/cluster-management/apis';
 import { queryWorkersList } from '@/pages/resources/apis';
 import { useAtom } from 'jotai';
@@ -15,28 +11,6 @@ import { queryDashboardData } from '../../dashboard/apis';
  * @returns
  */
 export default function useClusterList() {
-  const [clusterList, setClusterList] = useState<
-    {
-      label: string;
-      value: number;
-      id: number;
-      state: string;
-      provider: string;
-    }[]
-  >([]);
-  const [workerList, setWorkerList] = useState<
-    {
-      cluster_id: number;
-      state: string;
-      label: string;
-      value: number;
-      id: number;
-      labels: { [key: string]: string };
-      name: string;
-    }[]
-  >([]);
-  const [clustersAtom, setClusterListAtom] = useAtom(clusterListAtom);
-  const [workersAtom, setWorkerListAtom] = useAtom(workerListAtom);
   const [resourceAtom, setResourceOverview] = useAtom(resourceOverviewAtom);
   const [resourceCount, setResourceCount] = useState<Record<string, any>>({
     cluster_count: 0,
@@ -77,21 +51,6 @@ export default function useClusterList() {
     }
   };
 
-  const fetchData = async () => {
-    const [clusters, workers] = await Promise.all([
-      fetchClusterList(),
-      fetchWorkerList()
-    ]);
-    setClusterList(clusters);
-    setWorkerList(workers);
-    setClusterListAtom(clusters);
-    setWorkerListAtom(workers);
-    return {
-      hasClusters: clusters.length > 0,
-      hasWorkers: workers.length > 0
-    };
-  };
-
   const fetchResource = async () => {
     try {
       const res = await queryDashboardData();
@@ -112,10 +71,6 @@ export default function useClusterList() {
   };
 
   return {
-    clusterList,
-    workerList,
-    clustersAtom,
-    workersAtom,
     resourceAtom,
     resourceCount,
     fetchResource,
diff --git a/src/pages/cluster-management/step-forms/use-step-list.tsx b/src/pages/cluster-management/step-forms/use-step-list.tsx
index ea83f083..956fc98a 100644
--- a/src/pages/cluster-management/step-forms/use-step-list.tsx
+++ b/src/pages/cluster-management/step-forms/use-step-list.tsx
@@ -72,7 +72,7 @@ export default function useStepList() {
         beforeNext: handleBack
       },
       {
-        title: 'Completed',
+        title: intl.formatMessage({ id: 'clusters.create.complete' }),
         content: '',
         description: '',
         showButtons: (provider?: ProviderType) => {