diff --git a/docs/developers/Dynamic-mig.md b/docs/developers/dynamic-mig.md
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diff --git a/docs/developers/HAMi-core-design.md b/docs/developers/hami-core-design.md
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diff --git a/docs/FAQ/FAQ.md b/docs/faq/faq.md
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diff --git a/docs/userguide/Device-supported.md b/docs/userguide/device-supported.md
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diff --git a/docs/userguide/iluvatar-device/examples/allocate-BI-V150.md b/docs/userguide/iluvatar-device/examples/allocate-bi-v150.md
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diff --git a/docs/userguide/iluvatar-device/examples/allocate-exclusive-BI-V150.md b/docs/userguide/iluvatar-device/examples/allocate-exclusive-bi-v150.md
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diff --git a/docs/userguide/iluvatar-device/examples/allocate-exclusive-MR-V100.md b/docs/userguide/iluvatar-device/examples/allocate-exclusive-mr-v100.md
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diff --git a/docs/userguide/iluvatar-device/examples/allocate-MR-V100.md b/docs/userguide/iluvatar-device/examples/allocate-mr-v100.md
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rename from docs/userguide/iluvatar-device/examples/allocate-MR-V100.md
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diff --git a/docs/userguide/Kueue/examples/defalt_use.md b/docs/userguide/kueue/examples/defalt-use.md
similarity index 100%
rename from docs/userguide/Kueue/examples/defalt_use.md
rename to docs/userguide/kueue/examples/defalt-use.md
diff --git a/docs/userguide/Kueue/how-to-use-kueue.md b/docs/userguide/kueue/how-to-use-kueue.md
similarity index 99%
rename from docs/userguide/Kueue/how-to-use-kueue.md
rename to docs/userguide/kueue/how-to-use-kueue.md
index 8cc12fcd..b67a3a97 100644
--- a/docs/userguide/Kueue/how-to-use-kueue.md
+++ b/docs/userguide/kueue/how-to-use-kueue.md
@@ -271,4 +271,4 @@ For example:
 
 ## Example
 
-See the [example file](./examples/defalt_use.md) for a complete working example.
+See the [example file](./examples/defalt-use.md) for a complete working example.
diff --git a/docs/userguide/kunlunxin-device/examples/allocate_vxpu.md b/docs/userguide/kunlunxin-device/examples/allocate-vxpu.md
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diff --git a/docs/userguide/kunlunxin-device/examples/allocate_whole_xpu.md b/docs/userguide/kunlunxin-device/examples/allocate-whole-xpu.md
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rename from docs/userguide/kunlunxin-device/examples/allocate_whole_xpu.md
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diff --git a/docs/userguide/Vastai/enable-vastai-sharing.md b/docs/userguide/vastai/enable-vastai-sharing.md
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rename from docs/userguide/Vastai/enable-vastai-sharing.md
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diff --git a/docs/userguide/Vastai/examples/default_use.md b/docs/userguide/vastai/examples/default-use.md
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rename from docs/userguide/Vastai/examples/default_use.md
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diff --git a/docs/userguide/volcano-vgpu/nvidia-gpu/examples/default_use.md b/docs/userguide/volcano-vgpu/nvidia-gpu/examples/default-use.md
similarity index 100%
rename from docs/userguide/volcano-vgpu/nvidia-gpu/examples/default_use.md
rename to docs/userguide/volcano-vgpu/nvidia-gpu/examples/default-use.md
diff --git a/docs/userguide/volcano-vgpu/nvidia-gpu/examples/use_exclusive_gpu.md b/docs/userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu.md
similarity index 100%
rename from docs/userguide/volcano-vgpu/nvidia-gpu/examples/use_exclusive_gpu.md
rename to docs/userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/current.json b/i18n/zh/docusaurus-plugin-content-docs/current.json
index 64791745..fe2e8fe9 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/current.json
+++ b/i18n/zh/docusaurus-plugin-content-docs/current.json
@@ -83,6 +83,10 @@
     "message": "管理 AWS Neuron 设备",
     "description": "The label for category 'Managing AWS Neuron devices' in sidebar 'docs'"
   },
+  "sidebar.docs.category.Managing Vastai devices": {
+    "message": "管理 Vastai 设备",
+    "description": "The label for category 'Managing Vastai devices' in sidebar 'docs'"
+  },
   "sidebar.docs.category.Optimize Kunlunxin devices scheduling": {
     "message": "优化昆仑芯设备调度",
     "description": "The label for category 'Optimize Kunlunxin devices scheduling' in sidebar 'docs'"
@@ -119,6 +123,10 @@
     "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   },
+  "sidebar.docs.category.vastai-examples": {
+    "message": "示例",
+    "description": "The label for category 'Examples' in sidebar 'docs'"
+  },
   "sidebar.docs.category.metax-sgpu-examples": {
     "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/developers/Dynamic-mig.md b/i18n/zh/docusaurus-plugin-content-docs/current/developers/dynamic-mig.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/current/developers/Dynamic-mig.md
rename to i18n/zh/docusaurus-plugin-content-docs/current/developers/dynamic-mig.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/developers/HAMi-core-design.md b/i18n/zh/docusaurus-plugin-content-docs/current/developers/hami-core-design.md
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rename from i18n/zh/docusaurus-plugin-content-docs/current/developers/HAMi-core-design.md
rename to i18n/zh/docusaurus-plugin-content-docs/current/developers/hami-core-design.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/FAQ/FAQ.md b/i18n/zh/docusaurus-plugin-content-docs/current/faq/faq.md
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rename from i18n/zh/docusaurus-plugin-content-docs/current/FAQ/FAQ.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Ascend-device/device-template.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/ascend-device/device-template.md
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rename from i18n/zh/docusaurus-plugin-content-docs/current/userguide/Ascend-device/device-template.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Ascend-device/enable-ascend-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/ascend-device/enable-ascend-sharing.md
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rename from i18n/zh/docusaurus-plugin-content-docs/current/userguide/Ascend-device/enable-ascend-sharing.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Ascend-device/examples/allocate-310p.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/ascend-device/examples/allocate-310p.md
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rename from i18n/zh/docusaurus-plugin-content-docs/current/userguide/Ascend-device/examples/allocate-310p.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Ascend-device/examples/allocate-910b.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/ascend-device/examples/allocate-910b.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Ascend-device/examples/allocate-exclusive.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/ascend-device/examples/allocate-exclusive.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/current/userguide/Ascend-device/examples/allocate-exclusive.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/AWSNeuron-device/enable-awsneuron-managing.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/awsneuron-device/enable-awsneuron-managing.md
similarity index 99%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/AWSNeuron-device/enable-awsneuron-managing.md
rename to i18n/zh/docusaurus-plugin-content-docs/current/userguide/awsneuron-device/enable-awsneuron-managing.md
index 8428d3a6..6cb91eb7 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/AWSNeuron-device/enable-awsneuron-managing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/awsneuron-device/enable-awsneuron-managing.md
@@ -3,8 +3,6 @@ title: 启用 AWS-Neuron 设备共享
 linktitle: AWS-Neuron 共享
 ---
 
-## 启用 AWS-Neuron 设备共享
-
 AWS Neuron 设备是 AWS 专为机器学习工作负载设计的硬件加速器，特别针对深度学习推理和训练场景进行了优化。这些设备属于 AWS Inferentia 和 Trainium 产品家族，可在 AWS 云上为 AI 应用提供高性能、高性价比且可扩展的解决方案。
 
 HAMi 现已集成[my-scheduler](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/containers/kubernetes-getting-started.html#deploy-neuron-scheduler-extension)，提供以下核心功能：
diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/AWSNeuron-device/examples/allocate-neuron-core.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/awsneuron-device/examples/allocate-neuron-core.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/AWSNeuron-device/examples/allocate-neuron-device.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/awsneuron-device/examples/allocate-neuron-device.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Cambricon-device/enable-cambricon-mlu-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/cambricon-device/enable-cambricon-mlu-sharing.md
similarity index 98%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Cambricon-device/enable-cambricon-mlu-sharing.md
rename to i18n/zh/docusaurus-plugin-content-docs/current/userguide/cambricon-device/enable-cambricon-mlu-sharing.md
index de4dd535..2606d981 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Cambricon-device/enable-cambricon-mlu-sharing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/cambricon-device/enable-cambricon-mlu-sharing.md
@@ -23,7 +23,7 @@ translated: true
 
 ## 开启 MLU 复用
 
-* 通过 helm 部署本组件，参照[主文档中的开启 vgpu 支持章节](https://github.com/Project-HAMi/HAMi/blob/master/README_cn.md#kubernetes开启vgpu支持)
+* 通过 helm 部署本组件，参照[主文档中的开启 vgpu 支持章节](https://github.com/Project-HAMi/HAMi/blob/master/readme_cn.md#kubernetes开启vgpu支持)
 
 * 使用以下指令，为 MLU 节点打上 label
 
diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Cambricon-device/examples/allocate-core-and-memory.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/cambricon-device/examples/allocate-core-and-memory.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Iluvatar-device/examples/allocate-exclusive-MR-V100.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/iluvatar-device/examples/allocate-exclusive-mr-v100.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Iluvatar-device/examples/allocate-MR-V100.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/iluvatar-device/examples/allocate-mr-v100.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Kueue/examples/defalt_use.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/kueue/examples/defalt-use.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Kueue/how-to-use-kueue.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/kueue/how-to-use-kueue.md
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rename from i18n/zh/docusaurus-plugin-content-docs/current/userguide/Kueue/how-to-use-kueue.md
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index aba9d71a..1244e9d3 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Kueue/how-to-use-kueue.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/kueue/how-to-use-kueue.md
@@ -138,8 +138,8 @@ spec:
 
 该 ClusterQueue 跟踪以下资源：
 
-* `nvidia.com/total-gpucores`：所有 vGPU 的 GPU 核心总量（每个单位表示 1% 的 GPU 核心）
-* `nvidia.com/total-gpumem`：所有 vGPU 的 GPU 显存总量（单位为 MiB）
+- `nvidia.com/total-gpucores`：所有 vGPU 的 GPU 核心总量（每个单位表示 1% 的 GPU 核心）
+- `nvidia.com/total-gpumem`：所有 vGPU 的 GPU 显存总量（单位为 MiB）
 
 ### 创建 LocalQueue
 
@@ -195,10 +195,10 @@ spec:
 
 在该示例中：
 
-* `kueue.x-k8s.io/queue-name` 标签将 Deployment 关联到 `hami-local-queue`
-* `nvidia.com/gpu: 1` 请求 1 个 vGPU
-* `nvidia.com/gpucores: 50` 为每个 vGPU 请求 50% 的 GPU 核心
-* `nvidia.com/gpumem: 1024` 为每个 vGPU 请求 1024 MiB 的 GPU 显存
+- `kueue.x-k8s.io/queue-name` 标签将 Deployment 关联到 `hami-local-queue`
+- `nvidia.com/gpu: 1` 请求 1 个 vGPU
+- `nvidia.com/gpucores: 50` 为每个 vGPU 请求 50% 的 GPU 核心
+- `nvidia.com/gpumem: 1024` 为每个 vGPU 请求 1024 MiB 的 GPU 显存
 
 ### 请求多个 vGPU 的 Deployment
 
@@ -260,14 +260,14 @@ status:
 
 Kueue 的 ResourceTransformation 会自动转换 HAMi vGPU 的资源请求：
 
-* `nvidia.com/gpu` × `nvidia.com/gpucores` → `nvidia.com/total-gpucores`
-* `nvidia.com/gpu` × `nvidia.com/gpumem` → `nvidia.com/total-gpumem`
+- `nvidia.com/gpu` × `nvidia.com/gpucores` → `nvidia.com/total-gpucores`
+- `nvidia.com/gpu` × `nvidia.com/gpumem` → `nvidia.com/total-gpumem`
 
 例如：
 
-* 一个 Deployment 有 2 个副本，每个副本请求 `nvidia.com/gpu: 1`、`nvidia.com/gpucores: 50` 和 `nvidia.com/gpumem: 1024`
-* 将消耗：`nvidia.com/total-gpucores: 100`（2 个副本 × 1 GPU × 50 核心）以及 `nvidia.com/total-gpumem: 2048`（2 个副本 × 1 GPU × 1024 MiB）
+- 一个 Deployment 有 2 个副本，每个副本请求 `nvidia.com/gpu: 1`、`nvidia.com/gpucores: 50` 和 `nvidia.com/gpumem: 1024`
+- 将消耗：`nvidia.com/total-gpucores: 100`（2 个副本 × 1 GPU × 50 核心）以及 `nvidia.com/total-gpumem: 2048`（2 个副本 × 1 GPU × 1024 MiB）
 
 ## 示例
 
-完整可运行示例请参见 [示例文件](./examples/defalt_use.md)。
+完整可运行示例请参见 [示例文件](./examples/defalt-use.md)。
diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Kunlunxin-device/enable-kunlunxin-schedule.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/kunlunxin-device/enable-kunlunxin-schedule.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Kunlunxin-device/examples/allocate_vxpu.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/kunlunxin-device/examples/allocate-vxpu.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Metax-device/Metax-sGPU/enable-metax-gpu-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/metax-device/metax-sgpu/enable-metax-gpu-sharing.md
similarity index 88%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Metax-device/Metax-sGPU/enable-metax-gpu-sharing.md
rename to i18n/zh/docusaurus-plugin-content-docs/current/userguide/metax-device/metax-sgpu/enable-metax-gpu-sharing.md
index 9aa64ae6..37964b11 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Metax-device/Metax-sGPU/enable-metax-gpu-sharing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/metax-device/metax-sgpu/enable-metax-gpu-sharing.md
@@ -16,14 +16,14 @@ translated: true
 
 ### 需求
 
-* Metax Driver >= 2.32.0
-* Metax GPU Operator >= 0.10.2
-* Kubernetes >= 1.23
+- Metax Driver >= 2.32.0
+- Metax GPU Operator >= 0.10.2
+- Kubernetes >= 1.23
 
 ### 开启复用沐曦设备
 
-* 部署 Metax GPU Operator (请联系您的设备提供方获取)
-* 根据 readme.md 部署 HAMi
+- 部署 Metax GPU Operator (请联系您的设备提供方获取)
+- 根据 README.md 部署 HAMi
 
 ### 运行沐曦任务
 
diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Metax-device/Metax-sGPU/examples/allocate-exclusive.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/metax-device/metax-sgpu/examples/allocate-exclusive.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/NVIDIA-device/using-resourcequota.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/nvidia-device/using-resourcequota.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/volcano-vgpu/NVIDIA-GPU/examples/default_use.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/volcano-vgpu/nvidia-gpu/examples/default-use.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/volcano-vgpu/NVIDIA-GPU/monitor.md b/i18n/zh/docusaurus-plugin-content-docs/current/userguide/volcano-vgpu/nvidia-gpu/monitor.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/developers/Dynamic-mig.md b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/developers/dynamic-mig.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/developers/HAMi-core-design.md b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/developers/hami-core-design.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/installation/prerequisites.md b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/installation/prerequisites.md
index 13666bb8..12cc0489 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/installation/prerequisites.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/installation/prerequisites.md
@@ -13,7 +13,7 @@ title: Prerequisites
 
 Execute the following steps on all your GPU nodes.
 
-This README assumes pre-installation of NVIDIA drivers and the `nvidia-container-toolkit`. Additionally, it assumes configuration of the `nvidia-container-runtime` as the default low-level runtime.
+This readme assumes pre-installation of NVIDIA drivers and the `nvidia-container-toolkit`. Additionally, it assumes configuration of the `nvidia-container-runtime` as the default low-level runtime.
 
 Please see: [https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html)
 
@@ -47,17 +47,16 @@ When running `Kubernetes` with `Docker`, edit the configuration file, typically
 
 And then restart `Docker`:
 
-```
+```bash
 sudo systemctl daemon-reload && systemctl restart docker
 ```
 
-
 #### Configure `containerd`
 
 When running `Kubernetes` with `containerd`, modify the configuration file typically located at `/etc/containerd/config.toml`, to set up
 `nvidia-container-runtime` as the default low-level runtime:
 
-```
+```yaml
 version = 2
 [plugins]
   [plugins."io.containerd.grpc.v1.cri"]
@@ -76,7 +75,7 @@ version = 2
 
 And then restart `containerd`:
 
-```
+```bash
 sudo systemctl daemon-reload && systemctl restart containerd
 ```
 
@@ -84,6 +83,6 @@ sudo systemctl daemon-reload && systemctl restart containerd
 
 Label your GPU nodes for scheduling with HAMi by adding the label "gpu=on". Without this label, the nodes cannot be managed by our scheduler.
 
-```
+```bash
 kubectl label nodes {nodeid} gpu=on
 ```
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/installation/webui-installation.md b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/installation/webui-installation.md
index 704c4cc2..79322d86 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/installation/webui-installation.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/installation/webui-installation.md
@@ -6,7 +6,7 @@ title: WebUI Installation
 
 This topic includes instructions for installing and running HAMi-WebUI on Kubernetes using Helm Charts.
 
-The WebUI can only be accessed by your localhost, so you need to connect your localhost to the cluster by configuring `~/.kube/config` 
+The WebUI can only be accessed by your localhost, so you need to connect your localhost to the cluster by configuring `~/.kube/config`
 
 [Helm](https://helm.sh/) is an open-source command line tool used for managing Kubernetes applications. It is a graduate project in the [CNCF Landscape](https://www.cncf.io/projects/helm/).
 
@@ -58,7 +58,6 @@ To set up the HAMi-WebUI Helm repository so that you download the correct HAMi-W
 
 1. Configure ~/.kube/config in your localhost to be able to connect your cluster.
 
-
 2. Run the following command to do a port-forwarding of the HAMi-WebUI service on port `3000` in your localhost.
 
    ```bash
@@ -88,7 +87,6 @@ kubectl logs --namespace=hami deploy/my-hami-webui -c hami-webui-be-oss
 
 For more information about accessing Kubernetes application logs, refer to [Pods](https://kubernetes.io/docs/reference/kubectl/cheatsheet/#interacting-with-running-pods) and [Deployments](https://kubernetes.io/docs/reference/kubectl/cheatsheet/#interacting-with-deployments-and-services).
 
-
 ## Uninstall the HAMi-WebUI deployment
 
 To uninstall the HAMi-WebUI deployment, run the command:
@@ -105,4 +103,4 @@ If you want to delete the namespace `hami`, then run the command:
 
 ```bash
 kubectl delete namespace hami
-```
\ No newline at end of file
+```
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/userguide/Ascend-device/device-template.md b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/userguide/ascend-device/device-template.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/userguide/Cambricon-device/enable-cambricon-mlu-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/userguide/cambricon-device/enable-cambricon-mlu-sharing.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/userguide/Cambricon-device/specify-device-core-usage.md b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/userguide/cambricon-device/specify-device-core-usage.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/userguide/Cambricon-device/specify-device-type-to-use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/userguide/cambricon-device/specify-device-type-to-use.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/userguide/Hygon-device/enable-hygon-dcu-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/userguide/hygon-device/enable-hygon-dcu-sharing.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/userguide/Metax-device/enable-metax-gpu-schedule.md b/i18n/zh/docusaurus-plugin-content-docs/version-v1.3.0/userguide/metax-device/enable-metax-gpu-schedule.md
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@@ -5,13 +5,13 @@ translated: true
 
 ## 介绍
 
-**我们目前支持复用沐曦GPU设备，提供与vGPU类似的复用功能**，包括：
+**我们目前支持复用沐曦 GPU 设备，提供与 vGPU 类似的复用功能**，包括：
 
 ***GPU 共享***: 每个任务可以只占用一部分显卡，多个任务可以共享一张显卡
 
-***可限制分配的显存大小***: 你现在可以用显存值（例如4G）来分配GPU，本组件会确保任务使用的显存不会超过分配数值
+***可限制分配的显存大小***: 你现在可以用显存值（例如 4G）来分配 GPU，本组件会确保任务使用的显存不会超过分配数值
 
-***可限制计算单元数量***: 你现在可以指定任务使用的算力比例（例如60即代表使用60%算力）来分配GPU，本组件会确保任务使用的算力不会超过分配数值
+***可限制计算单元数量***: 你现在可以指定任务使用的算力比例（例如 60 即代表使用 60% 算力）来分配 GPU，本组件会确保任务使用的算力不会超过分配数值
 
 ### 需求
 
@@ -21,8 +21,8 @@ translated: true
 
 ### 开启复用沐曦设备
 
-* 部署Metax GPU Operator (请联系您的设备提供方获取)
-* 根据readme.md部署HAMi
+* 部署 Metax GPU Operator (请联系您的设备提供方获取)
+* 根据 README.md 部署 HAMi
 
 ### 运行沐曦任务
 
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.6.0/userguide/Metax-device/Metax-sGPU/examples/allocate-exclusive.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.6.0/userguide/metax-device/metax-sgpu/examples/allocate-exclusive.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/AWSNeuron-device/enable-awsneuron-managing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/awsneuron-device/enable-awsneuron-managing.md
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index 849e385a..f3ea97d2 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/AWSNeuron-device/enable-awsneuron-managing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/awsneuron-device/enable-awsneuron-managing.md
@@ -23,7 +23,7 @@ HAMi 现已集成[my-scheduler](https://awsdocs-neuron.readthedocs-hosted.com/en
 
 * 部署 HAMi 核心组件
 
-```
+```bash
 helm install hami hami-charts/hami -n kube-system
 ```
 
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/Kunlunxin-device/enable-kunlunxin-schedule.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/kunlunxin-device/enable-kunlunxin-schedule.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/Metax-device/Metax-sGPU/enable-metax-gpu-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/metax-device/metax-sgpu/enable-metax-gpu-sharing.md
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index 575b9d2c..ac6b89b7 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/Metax-device/Metax-sGPU/enable-metax-gpu-sharing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/metax-device/metax-sgpu/enable-metax-gpu-sharing.md
@@ -13,14 +13,14 @@ translated: true
 
 ### 需求
 
-* Metax Driver >= 2.32.0
-* Metax GPU Operator >= 0.10.2
-* Kubernetes >= 1.23
+- Metax Driver >= 2.32.0
+- Metax GPU Operator >= 0.10.2
+- Kubernetes >= 1.23
 
 ### 开启复用沐曦设备
 
-* 部署 Metax GPU Operator (请联系您的设备提供方获取)
-* 根据 readme.md 部署 HAMi
+- 部署 Metax GPU Operator (请联系您的设备提供方获取)
+- 根据 README.md 部署 HAMi
 
 ### 运行沐曦任务
 
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/NVIDIA-device/examples/allocate-device-core.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/nvidia-device/examples/allocate-device-core.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/NVIDIA-device/examples/allocate-device-memory.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/nvidia-device/examples/allocate-device-memory.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/NVIDIA-device/examples/allocate-device-memory2.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/nvidia-device/examples/allocate-device-memory2.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/NVIDIA-device/examples/dynamic-mig-example.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/nvidia-device/examples/dynamic-mig-example.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/NVIDIA-device/examples/specify-card-type-to-use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/nvidia-device/examples/specify-card-type-to-use.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/NVIDIA-device/examples/specify-certain-card.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/nvidia-device/examples/specify-certain-card.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/NVIDIA-device/examples/use-exclusive-card.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/nvidia-device/examples/use-exclusive-card.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/NVIDIA-device/specify-device-core-usage.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/nvidia-device/specify-device-core-usage.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/NVIDIA-device/specify-device-memory-usage.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/nvidia-device/specify-device-memory-usage.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/NVIDIA-device/specify-device-type-to-use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/nvidia-device/specify-device-type-to-use.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/NVIDIA-device/specify-device-uuid-to-use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/nvidia-device/specify-device-uuid-to-use.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/NVIDIA-device/using-resourcequota.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/nvidia-device/using-resourcequota.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/examples/default_use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/volcano-vgpu/nvidia-gpu/examples/default-use.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/examples/use_exclusive_gpu.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/how-to-use-volcano-vgpu.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/volcano-vgpu/nvidia-gpu/how-to-use-volcano-vgpu.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/monitor.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/volcano-vgpu/nvidia-gpu/monitor.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/monitor.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0.json b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0.json
index 86469ece..f8cc9a06 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0.json
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0.json
@@ -88,51 +88,59 @@
     "description": "The label for category 'Using HAMi with Kueue' in sidebar 'docs'"
   },
   "sidebar.docs.category.nvidia-examples": {
-    "message": "Examples",
+    "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   },
   "sidebar.docs.category.cambricon-examples": {
-    "message": "Examples",
+    "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   },
   "sidebar.docs.category.hygon-examples": {
-    "message": "Examples",
+    "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   },
   "sidebar.docs.category.mthreads-examples": {
-    "message": "Examples",
+    "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   },
   "sidebar.docs.category.iluvatar-examples": {
-    "message": "Examples",
+    "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   },
   "sidebar.docs.category.Managing AWS Neuron devices": {
-    "message": "Managing AWS Neuron devices",
+    "message": "管理 AWS Neuron 设备",
     "description": "The label for category 'Managing AWS Neuron devices' in sidebar 'docs'"
   },
   "sidebar.docs.category.awsneuron-examples": {
-    "message": "Examples",
+    "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   },
+  "sidebar.docs.category.Managing Vastai devices": {
+    "message": "管理 Vastai 设备",
+    "description": "The label for category 'Managing Vastai devices' in sidebar 'docs'"
+  },
   "sidebar.docs.category.Optimize Kunlunxin devices scheduling": {
-    "message": "Optimize Kunlunxin devices scheduling",
+    "message": "优化昆仑芯设备调度",
     "description": "The label for category 'Optimize Kunlunxin devices scheduling' in sidebar 'docs'"
   },
   "sidebar.docs.category.kunlunxin-examples": {
-    "message": "Examples",
+    "message": "示例",
+    "description": "The label for category 'Examples' in sidebar 'docs'"
+  },
+  "sidebar.docs.category.vastai-examples": {
+    "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   },
   "sidebar.docs.category.metax-sgpu-examples": {
-    "message": "Examples",
+    "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   },
   "sidebar.docs.category.metax-gpu-examples": {
-    "message": "Examples",
+    "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   },
   "sidebar.docs.category.ascend-examples": {
-    "message": "Examples",
+    "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   },
   "sidebar.docs.category.Volcano vGPU": {
@@ -144,11 +152,11 @@
     "description": "The label for category 'NVIDIA GPU' in sidebar 'docs'"
   },
   "sidebar.docs.category.volcano-vgpu-examples": {
-    "message": "Examples",
+    "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   },
   "sidebar.docs.category.kueue-examples": {
-    "message": "Examples",
+    "message": "示例",
     "description": "The label for category 'Examples' in sidebar 'docs'"
   }
 }
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/developers/Dynamic-mig.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/developers/dynamic-mig.md
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rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/developers/dynamic-mig.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/developers/HAMi-core-design.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/developers/hami-core-design.md
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rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/developers/hami-core-design.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/FAQ/FAQ.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/faq/faq.md
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rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/FAQ/FAQ.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/specify-device-uuid-to-use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/specify-device-uuid-to-use.md
deleted file mode 100644
index a4cef143..00000000
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/specify-device-uuid-to-use.md
+++ /dev/null
@@ -1,19 +0,0 @@
----
-title: 分配到特定设备
-linktitle: 指定设备
-translated: true
----
-
-## 分配到特定设备
-
-有时任务可能希望在某个特定的GPU上运行，可以在pod注释中填写`nvidia.com/use-gpuuuid`字段。HAMi调度器将尝试匹配具有该UUID的设备。
-
-例如，具有以下注释的任务将被分配到UUID为`GPU-123456`的设备上
-
-```yaml
-metadata:
-  annotations:
-    nvidia.com/use-gpuuuid: "GPU-123456"
-```
-
-> **注意：** *每个GPU UUID在集群中是唯一的，因此分配某个UUID意味着将此任务分配到具有该GPU的特定节点上*
\ No newline at end of file
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Ascend-device/device-template.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/ascend-device/device-template.md
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rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Ascend-device/device-template.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Ascend-device/enable-ascend-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/ascend-device/enable-ascend-sharing.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Ascend-device/examples/allocate-310p.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/ascend-device/examples/allocate-310p.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Ascend-device/examples/allocate-910b.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/ascend-device/examples/allocate-910b.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Ascend-device/examples/allocate-exclusive.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/ascend-device/examples/allocate-exclusive.md
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rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Ascend-device/examples/allocate-exclusive.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/AWSNeuron-device/enable-awsneuron-managing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/awsneuron-device/enable-awsneuron-managing.md
similarity index 93%
rename from i18n/zh/docusaurus-plugin-content-docs/current/userguide/AWSNeuron-device/enable-awsneuron-managing.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/awsneuron-device/enable-awsneuron-managing.md
index 7ad3b966..6cb91eb7 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/AWSNeuron-device/enable-awsneuron-managing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/awsneuron-device/enable-awsneuron-managing.md
@@ -3,8 +3,6 @@ title: 启用 AWS-Neuron 设备共享
 linktitle: AWS-Neuron 共享
 ---
 
-## 启用 AWS-Neuron 设备共享
-
 AWS Neuron 设备是 AWS 专为机器学习工作负载设计的硬件加速器，特别针对深度学习推理和训练场景进行了优化。这些设备属于 AWS Inferentia 和 Trainium 产品家族，可在 AWS 云上为 AI 应用提供高性能、高性价比且可扩展的解决方案。
 
 HAMi 现已集成[my-scheduler](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/containers/kubernetes-getting-started.html#deploy-neuron-scheduler-extension)，提供以下核心功能：
@@ -24,7 +22,7 @@ HAMi 现已集成[my-scheduler](https://awsdocs-neuron.readthedocs-hosted.com/en
 
 * 部署 HAMi 核心组件
 
-```
+```bash
 helm install hami hami-charts/hami -n kube-system
 ```
 
@@ -34,10 +32,10 @@ HAMi 将每个 AWS Neuron 设备划分为 2 个可分配单元，支持分配半
 
 ### Neuron 资源分配规范
 
-- 每个`aws.amazon.com/neuroncore`单元对应 1/2 个物理设备
-- 无需像其他设备那样显式分配`aws.amazon.com/neuron`，仅需分配`aws.amazon.com/neuroncore`
-- 当`aws.amazon.com/neuroncore`≥2 时，等效于设置`awa.amazon.com/neuron=1/2 * neuronCoreNumber`
-- 当任务需要多个 neuron 设备时，拓扑感知调度将自动生效
+* 每个`aws.amazon.com/neuroncore`单元对应 1/2 个物理设备
+* 无需像其他设备那样显式分配`aws.amazon.com/neuron`，仅需分配`aws.amazon.com/neuroncore`
+* 当`aws.amazon.com/neuroncore`≥2 时，等效于设置`awa.amazon.com/neuron=1/2 * neuronCoreNumber`
+* 当任务需要多个 neuron 设备时，拓扑感知调度将自动生效
 
 ## 运行 Neuron 任务
 
@@ -47,6 +45,7 @@ HAMi 将每个 AWS Neuron 设备划分为 2 个可分配单元，支持分配半
 更多示例可参考 examples 目录
 
 完整设备分配示例：
+
 ```yaml
 apiVersion: v1
 kind: Pod
@@ -69,6 +68,7 @@ spec:
 ```
 
 分配半个 Neuron 设备示例：
+
 ```yaml
 apiVersion: v1
 kind: Pod
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/AWSNeuron-device/examples/allocate-neuron-core.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/awsneuron-device/examples/allocate-neuron-core.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Cambricon-device/enable-cambricon-mlu-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/cambricon-device/enable-cambricon-mlu-sharing.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Cambricon-device/examples/allocate-core-and-memory.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/cambricon-device/examples/allocate-core-and-memory.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Cambricon-device/specify-device-core-usage.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/cambricon-device/specify-device-core-usage.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Hygon-device/specify-device-uuid-to-use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/hygon-device/specify-device-uuid-to-use.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Iluvatar-device/enable-illuvatar-gpu-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/iluvatar-device/enable-illuvatar-gpu-sharing.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Iluvatar-device/examples/allocate-BI-V150.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-bi-v150.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Iluvatar-device/examples/allocate-exclusive-MR-V100.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-exclusive-mr-v100.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Kueue/examples/defalt_use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/kueue/examples/defalt-use.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Kueue/how-to-use-kueue.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/kueue/how-to-use-kueue.md
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index aba9d71a..1244e9d3 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Kueue/how-to-use-kueue.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/kueue/how-to-use-kueue.md
@@ -138,8 +138,8 @@ spec:
 
 该 ClusterQueue 跟踪以下资源：
 
-* `nvidia.com/total-gpucores`：所有 vGPU 的 GPU 核心总量（每个单位表示 1% 的 GPU 核心）
-* `nvidia.com/total-gpumem`：所有 vGPU 的 GPU 显存总量（单位为 MiB）
+- `nvidia.com/total-gpucores`：所有 vGPU 的 GPU 核心总量（每个单位表示 1% 的 GPU 核心）
+- `nvidia.com/total-gpumem`：所有 vGPU 的 GPU 显存总量（单位为 MiB）
 
 ### 创建 LocalQueue
 
@@ -195,10 +195,10 @@ spec:
 
 在该示例中：
 
-* `kueue.x-k8s.io/queue-name` 标签将 Deployment 关联到 `hami-local-queue`
-* `nvidia.com/gpu: 1` 请求 1 个 vGPU
-* `nvidia.com/gpucores: 50` 为每个 vGPU 请求 50% 的 GPU 核心
-* `nvidia.com/gpumem: 1024` 为每个 vGPU 请求 1024 MiB 的 GPU 显存
+- `kueue.x-k8s.io/queue-name` 标签将 Deployment 关联到 `hami-local-queue`
+- `nvidia.com/gpu: 1` 请求 1 个 vGPU
+- `nvidia.com/gpucores: 50` 为每个 vGPU 请求 50% 的 GPU 核心
+- `nvidia.com/gpumem: 1024` 为每个 vGPU 请求 1024 MiB 的 GPU 显存
 
 ### 请求多个 vGPU 的 Deployment
 
@@ -260,14 +260,14 @@ status:
 
 Kueue 的 ResourceTransformation 会自动转换 HAMi vGPU 的资源请求：
 
-* `nvidia.com/gpu` × `nvidia.com/gpucores` → `nvidia.com/total-gpucores`
-* `nvidia.com/gpu` × `nvidia.com/gpumem` → `nvidia.com/total-gpumem`
+- `nvidia.com/gpu` × `nvidia.com/gpucores` → `nvidia.com/total-gpucores`
+- `nvidia.com/gpu` × `nvidia.com/gpumem` → `nvidia.com/total-gpumem`
 
 例如：
 
-* 一个 Deployment 有 2 个副本，每个副本请求 `nvidia.com/gpu: 1`、`nvidia.com/gpucores: 50` 和 `nvidia.com/gpumem: 1024`
-* 将消耗：`nvidia.com/total-gpucores: 100`（2 个副本 × 1 GPU × 50 核心）以及 `nvidia.com/total-gpumem: 2048`（2 个副本 × 1 GPU × 1024 MiB）
+- 一个 Deployment 有 2 个副本，每个副本请求 `nvidia.com/gpu: 1`、`nvidia.com/gpucores: 50` 和 `nvidia.com/gpumem: 1024`
+- 将消耗：`nvidia.com/total-gpucores: 100`（2 个副本 × 1 GPU × 50 核心）以及 `nvidia.com/total-gpumem: 2048`（2 个副本 × 1 GPU × 1024 MiB）
 
 ## 示例
 
-完整可运行示例请参见 [示例文件](./examples/defalt_use.md)。
+完整可运行示例请参见 [示例文件](./examples/defalt-use.md)。
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Kunlunxin-device/enable-kunlunxin-schedule.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/kunlunxin-device/enable-kunlunxin-schedule.md
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diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Metax-device/Metax-GPU/specify-spread-task.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/metax-device/metax-gpu/specify-spread-task.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Metax-device/Metax-GPU/specify-spread-task.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/metax-device/metax-gpu/specify-spread-task.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Metax-device/Metax-sGPU/enable-metax-gpu-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/metax-device/metax-sgpu/enable-metax-gpu-sharing.md
similarity index 88%
rename from i18n/zh/docusaurus-plugin-content-docs/current/userguide/Metax-device/Metax-sGPU/enable-metax-gpu-sharing.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/metax-device/metax-sgpu/enable-metax-gpu-sharing.md
index 9aa64ae6..37964b11 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/current/userguide/Metax-device/Metax-sGPU/enable-metax-gpu-sharing.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/metax-device/metax-sgpu/enable-metax-gpu-sharing.md
@@ -16,14 +16,14 @@ translated: true
 
 ### 需求
 
-* Metax Driver >= 2.32.0
-* Metax GPU Operator >= 0.10.2
-* Kubernetes >= 1.23
+- Metax Driver >= 2.32.0
+- Metax GPU Operator >= 0.10.2
+- Kubernetes >= 1.23
 
 ### 开启复用沐曦设备
 
-* 部署 Metax GPU Operator (请联系您的设备提供方获取)
-* 根据 readme.md 部署 HAMi
+- 部署 Metax GPU Operator (请联系您的设备提供方获取)
+- 根据 README.md 部署 HAMi
 
 ### 运行沐曦任务
 
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Metax-device/Metax-sGPU/examples/allocate-exclusive.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/metax-device/metax-sgpu/examples/allocate-exclusive.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Metax-device/Metax-sGPU/examples/allocate-exclusive.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/metax-device/metax-sgpu/examples/allocate-exclusive.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Metax-device/Metax-sGPU/examples/allocate-qos-policy.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/metax-device/metax-sgpu/examples/allocate-qos-policy.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Metax-device/Metax-sGPU/examples/allocate-qos-policy.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/metax-device/metax-sgpu/examples/allocate-qos-policy.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Metax-device/Metax-sGPU/examples/default-use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/metax-device/metax-sgpu/examples/default-use.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Metax-device/Metax-sGPU/examples/default-use.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/metax-device/metax-sgpu/examples/default-use.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Mthreads-device/enable-mthreads-gpu-sharing.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/mthreads-device/enable-mthreads-gpu-sharing.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Mthreads-device/enable-mthreads-gpu-sharing.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/mthreads-device/enable-mthreads-gpu-sharing.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Mthreads-device/examples/allocate-core-and-memory.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/mthreads-device/examples/allocate-core-and-memory.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Mthreads-device/examples/allocate-core-and-memory.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/mthreads-device/examples/allocate-core-and-memory.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Mthreads-device/examples/allocate-exclusive.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/mthreads-device/examples/allocate-exclusive.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Mthreads-device/examples/allocate-exclusive.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/mthreads-device/examples/allocate-exclusive.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Mthreads-device/specify-device-core-usage.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/mthreads-device/specify-device-core-usage.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Mthreads-device/specify-device-core-usage.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/mthreads-device/specify-device-core-usage.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Mthreads-device/specify-device-memory-usage.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/mthreads-device/specify-device-memory-usage.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/Mthreads-device/specify-device-memory-usage.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/mthreads-device/specify-device-memory-usage.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/dynamic-mig-support.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/dynamic-mig-support.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/dynamic-mig-support.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/dynamic-mig-support.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/dynamic-resource-allocation.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/dynamic-resource-allocation.md
similarity index 97%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/dynamic-resource-allocation.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/dynamic-resource-allocation.md
index 20d09ad7..68701886 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/dynamic-resource-allocation.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/dynamic-resource-allocation.md
@@ -3,8 +3,6 @@ title: 动态资源分配
 translated: true
 ---
 
-## 动态资源分配
-
 ## 介绍
 
 HAMi 已经在 NVIDIA 设备上支持了 K8s [DRA](https://kubernetes.io/docs/concepts/scheduling-eviction/dynamic-resource-allocation/)（动态资源分配）功能。
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/allocate-device-core.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/allocate-device-core.md
similarity index 82%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/allocate-device-core.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/allocate-device-core.md
index f8814a62..3a5f7db2 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/allocate-device-core.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/allocate-device-core.md
@@ -19,8 +19,8 @@ spec:
       command: ["bash", "-c", "sleep 86400"]
       resources:
         limits:
-          nvidia.com/gpu: 2 # 请求2个vGPU
-          nvidia.com/gpucores: 50 # 请求每个vGPU核心资源的50%
+          nvidia.com/gpu: 2 # 请求 2 个 vGPU
+          nvidia.com/gpucores: 50 # 请求每个 vGPU 核心资源的 50%
 ```
 
 > **注意：** *HAMi 使用时间片实现 `nvidia.com/gpucores`，因此，当通过 nvidia-smi 命令查询核心利用率时，会有波动*
\ No newline at end of file
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/allocate-device-memory.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/allocate-device-memory.md
similarity index 94%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/allocate-device-memory.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/allocate-device-memory.md
index 95dc11f5..b6b0d8e8 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/allocate-device-memory.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/allocate-device-memory.md
@@ -3,8 +3,6 @@ title: 为容器分配特定设备显存
 translated: true
 ---
 
-## 为容器分配特定设备显存
-
 要分配特定大小的 GPU 设备显存，您只需在 `nvidia.com/gpu` 之外分配 `nvidia.com/gpumem`。
 
 ```yaml
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/allocate-device-memory2.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/allocate-device-memory2.md
similarity index 93%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/allocate-device-memory2.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/allocate-device-memory2.md
index 8866ce17..0726c515 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/allocate-device-memory2.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/allocate-device-memory2.md
@@ -3,8 +3,6 @@ title: 按百分比分配设备显存给容器
 translated: true
 ---
 
-## 按百分比分配设备显存给容器
-
 要按百分比分配一定大小的 GPU 设备显存，您只需在 `nvidia.com/gpu` 之外分配 `nvidia.com/gpumem-percentage`。
 
 ```yaml
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/dynamic-mig-example.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/dynamic-mig-example.md
similarity index 80%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/dynamic-mig-example.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/dynamic-mig-example.md
index 2db4add3..51516e21 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/dynamic-mig-example.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/dynamic-mig-example.md
@@ -3,7 +3,7 @@ title: 将任务分配给 mig 实例
 translated: true
 ---
 
-## 此示例将为 A100-40GB-PCIE 设备分配 2g.10gb * 2 或为 A100-80GB-XSM 设备分配 1g.10gb * 2。
+此示例将为 A100-40GB-PCIE 设备分配 `2g.10gb * 2` 或为 A100-80GB-XSM 设备分配 `1g.10gb * 2`。
 
 ```yaml
 apiVersion: v1
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/specify-card-type-to-use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/specify-card-type-to-use.md
similarity index 95%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/specify-card-type-to-use.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/specify-card-type-to-use.md
index b8e77453..862f8f88 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/specify-card-type-to-use.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/specify-card-type-to-use.md
@@ -3,8 +3,6 @@ title: 分配任务到特定类型
 translated: true
 ---
 
-## 分配任务到特定类型
-
 要将任务分配到特定的 GPU 类型，只需在注释字段中分配 `nvidia.com/use-gputype`。
 
 ```yaml
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/specify-certain-card.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/specify-certain-card.md
similarity index 93%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/specify-certain-card.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/specify-certain-card.md
index 841c6d0b..5e22e532 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/specify-certain-card.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/specify-certain-card.md
@@ -3,8 +3,6 @@ title: 将任务分配给特定的 GPU
 translated: true
 ---
 
-## 将任务分配给特定的 GPU
-
 要将任务分配给特定的 GPU，只需在注释字段中分配 `nvidia.com/use-gpuuuid`。
 
 ```yaml
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/use-exclusive-card.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/use-exclusive-card.md
similarity index 86%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/use-exclusive-card.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/use-exclusive-card.md
index dd0d1126..2d505377 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/examples/use-exclusive-card.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/examples/use-exclusive-card.md
@@ -1,10 +1,9 @@
 ---
-title: 使用独占 GPU
+linktitle: 使用独占 GPU
 translated: true
+title: 将设备核心分配给容器
 ---
 
-## 将设备核心分配给容器
-
 要以独占模式使用 GPU，这是 nvidia-k8s-device-plugin 的默认行为，您只需分配 `nvidia.com/gpu` 而无需其他资源字段。
 
 ```yaml
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/specify-device-core-usage.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/specify-device-core-usage.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/specify-device-core-usage.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/specify-device-core-usage.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/specify-device-memory-usage.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/specify-device-memory-usage.md
similarity index 96%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/specify-device-memory-usage.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/specify-device-memory-usage.md
index 2ce679b2..29d34b66 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/specify-device-memory-usage.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/specify-device-memory-usage.md
@@ -4,8 +4,6 @@ linktitle: 指定显存
 translated: true
 ---
 
-## 为容器分配设备显存
-
 通过指定资源如 `nvidia.com/gpumem` 来分配一定大小的设备显存。可选项，每个 `nvidia.com/gpumem` 单位等于 1M。
 
 ```yaml
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/specify-device-type-to-use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/specify-device-type-to-use.md
similarity index 96%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/specify-device-type-to-use.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/specify-device-type-to-use.md
index 0a320bec..57316547 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/specify-device-type-to-use.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/specify-device-type-to-use.md
@@ -4,8 +4,6 @@ linktitle: 指定设备类型
 translated: true
 ---
 
-## 分配到特定设备类型
-
 有时任务可能希望在某种类型的 GPU 上运行，可以在 pod 注释中填写 `nvidia.com/use-gputype` 字段。HAMi 调度器将检查 `nvidia-smi -L` 返回的设备类型是否包含注释的内容。
 
 例如，具有以下注释的任务将被分配到 A100 或 V100 GPU
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/specify-device-uuid-to-use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/specify-device-uuid-to-use.md
new file mode 100644
index 00000000..a3119335
--- /dev/null
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/specify-device-uuid-to-use.md
@@ -0,0 +1,17 @@
+---
+title: 分配到特定设备
+linktitle: 指定设备
+translated: true
+---
+
+有时任务可能希望在某个特定的 GPU 上运行，可以在 pod 注释中填写`nvidia.com/use-gpuuuid`字段。HAMi 调度器将尝试匹配具有该 UUID 的设备。
+
+例如，具有以下注释的任务将被分配到 UUID 为`GPU-123456`的设备上
+
+```yaml
+metadata:
+  annotations:
+    nvidia.com/use-gpuuuid: "GPU-123456"
+```
+
+> **注意：** *每个 GPU UUID 在集群中是唯一的，因此分配某个 UUID 意味着将此任务分配到具有该 GPU 的特定节点上*
\ No newline at end of file
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/using-resourcequota.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/using-resourcequota.md
similarity index 97%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/using-resourcequota.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/using-resourcequota.md
index 0d7cab38..1f07e766 100644
--- a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/NVIDIA-device/using-resourcequota.md
+++ b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/nvidia-device/using-resourcequota.md
@@ -4,8 +4,6 @@ linktitle: ResourceQuota
 translated: true
 ---
 
-## 为 NVIDIA 设备使用扩展的 resourcequota
-
 HAMi 基于原生调度器扩展，你可以使用原生的 resourcequota 对资源进行限制。对于 NVIDIA 设备，HAMi 支持了在扩展场景下的 resourcequota。对于请求多个设备的任务，原生 resourcequota 会单独计算每个资源的请求量，而扩展的 resourcequota 会根据设备数量计算实际的资源请求量。例如，以下任务请求两个 GPU 和 2000MB 的 GPU 显存，它在 HAMi scheduler 中会被正确计算为 4000MB 的资源请求量。
 
 ```yaml
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/NVIDIA-GPU/examples/default_use.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/examples/default-use.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/NVIDIA-GPU/examples/default_use.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/examples/default-use.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/NVIDIA-GPU/examples/use_exclusive_gpu.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/NVIDIA-GPU/examples/use_exclusive_gpu.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/NVIDIA-GPU/how-to-use-volcano-vgpu.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/how-to-use-volcano-vgpu.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/NVIDIA-GPU/how-to-use-volcano-vgpu.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/how-to-use-volcano-vgpu.md
diff --git a/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/NVIDIA-GPU/monitor.md b/i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/monitor.md
similarity index 100%
rename from i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/NVIDIA-GPU/monitor.md
rename to i18n/zh/docusaurus-plugin-content-docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/monitor.md
diff --git a/netlify.toml b/netlify.toml
index 42d0d56b..f6246fd4 100644
--- a/netlify.toml
+++ b/netlify.toml
@@ -1,2 +1,6 @@
 [build.environment]
     NODE_VERSION = "20"
+
+[build]
+    command = "npm run build"
+    publish = "build"
diff --git a/sidebars.js b/sidebars.js
index 81f53ba0..f041acaf 100644
--- a/sidebars.js
+++ b/sidebars.js
@@ -70,7 +70,7 @@ module.exports = {
       },
       "items": [
         "userguide/configure",
-        "userguide/Device-supported",
+        "userguide/device-supported",
         {
           "type": "category",
           "label": "Monitoring",
@@ -173,10 +173,10 @@ module.exports = {
               "label": "Examples",
               "key": "iluvatar-examples",
               "items": [
-                "userguide/iluvatar-device/examples/allocate-BI-V150",
-                "userguide/iluvatar-device/examples/allocate-MR-V100",
-                "userguide/iluvatar-device/examples/allocate-exclusive-BI-V150",
-                "userguide/iluvatar-device/examples/allocate-exclusive-MR-V100"
+                "userguide/iluvatar-device/examples/allocate-bi-v150",
+                "userguide/iluvatar-device/examples/allocate-mr-v100",
+                "userguide/iluvatar-device/examples/allocate-exclusive-bi-v150",
+                "userguide/iluvatar-device/examples/allocate-exclusive-mr-v100"
               ]
             }
           ]
@@ -208,13 +208,13 @@ module.exports = {
           "type": "category",
           "label": "Managing Vastai devices",
           "items": [
-            "userguide/Vastai/enable-vastai-sharing",
+            "userguide/vastai/enable-vastai-sharing",
             {
               "type": "category",
               "label": "Examples",
               "key": "vastai-examples",
               "items": [
-                "userguide/Vastai/examples/default_use",
+                "userguide/vastai/examples/default-use",
               ]
             }
           ]
@@ -230,8 +230,8 @@ module.exports = {
               "label": "Examples",
               "key": "kunlunxin-examples",
               "items": [
-                "userguide/kunlunxin-device/examples/allocate_whole_xpu",
-                "userguide/kunlunxin-device/examples/allocate_vxpu"
+                "userguide/kunlunxin-device/examples/allocate-whole-xpu",
+                "userguide/kunlunxin-device/examples/allocate-vxpu"
               ]
             }
           ]
@@ -311,8 +311,8 @@ module.exports = {
                   "label": "Examples",
                   "key": "volcano-vgpu-examples",
                   "items": [
-                    "userguide/volcano-vgpu/nvidia-gpu/examples/default_use",
-                    "userguide/volcano-vgpu/nvidia-gpu/examples/use_exclusive_gpu"
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/default-use",
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu"
                   ]
                 }
               ]
@@ -323,13 +323,13 @@ module.exports = {
           "type": "category",
           "label": "Using HAMi with Kueue",
           "items": [
-            "userguide/Kueue/how-to-use-kueue",
+            "userguide/kueue/how-to-use-kueue",
             {
               "type": "category",
               "label": "Examples",
               "key": "kueue-examples",
               "items": [
-                "userguide/Kueue/examples/defalt_use"
+                "userguide/kueue/examples/defalt-use"
               ]
             }
           ]
@@ -348,8 +348,8 @@ module.exports = {
         "developers/build",
         "developers/protocol",
         "developers/scheduling",
-        "developers/HAMi-core-design",
-        "developers/Dynamic-mig",
+        "developers/hami-core-design",
+        "developers/dynamic-mig",
         "developers/kunlunxin-topology",
         "developers/mindmap"
       ]
@@ -374,7 +374,7 @@ module.exports = {
     },
     {
       "type": "doc",
-      "id": "FAQ/FAQ"
+      "id": "faq/faq"
     }
   ]
 }
diff --git a/src/components/gitHubButton.js b/src/components/gitHubButton.js
index 8a32b9e6..e295a430 100644
--- a/src/components/gitHubButton.js
+++ b/src/components/gitHubButton.js
@@ -4,14 +4,32 @@ import {FontAwesomeIcon} from '@fortawesome/react-fontawesome';
 import {faGithub} from '@fortawesome/free-brands-svg-icons';
 
 const STAR_CACHE_KEY = 'hami_github_stars';
-const STAR_FALLBACK = '3.1k';
+const STAR_FALLBACK = '3,100';
 
-function formatStars(count) {
-  if (count >= 1000) {
-    const value = count / 1000;
-    return `${value.toFixed(value >= 10 ? 0 : 1)}k`;
+function formatNumber(value) {
+  try {
+    return new Intl.NumberFormat('en-US').format(value);
+  } catch {
+    return String(value);
   }
-  return `${count}`;
+}
+
+function formatStars(count) {
+  return formatNumber(count);
+}
+
+function parseCompactCount(text) {
+  if (typeof text !== 'string') return null;
+  const trimmed = text.trim().toLowerCase();
+  // Examples: '3.1k', '12k', '1.2m', '3100', '3,100'
+  const m = trimmed.match(/^([0-9,.]+)\s*([km])?$/);
+  if (!m) return null;
+  let num = parseFloat(m[1].replace(/,/g, ''));
+  if (Number.isNaN(num)) return null;
+  const suffix = m[2];
+  if (suffix === 'k') num = Math.round(num * 1000);
+  if (suffix === 'm') num = Math.round(num * 1000000);
+  return Math.round(num);
 }
 
 const GhButton = ({className}) => {
@@ -62,7 +80,13 @@ const GhButton = ({className}) => {
         const badgeSvg = await badgeResponse.text();
         const countMatch = badgeSvg.match(/id="rlink"[^>]*>([^<]+)</);
         if (countMatch?.[1]) {
-          updateStars(countMatch[1].trim());
+          const raw = countMatch[1].trim();
+          const parsed = parseCompactCount(raw);
+          if (parsed && typeof parsed === 'number') {
+            updateStars(formatStars(parsed));
+          } else {
+            updateStars(raw);
+          }
         }
       } catch {
         // Keep fallback value if all external requests fail.
diff --git a/src/data/adopters.json b/src/data/adopters.json
index cb6a68c9..c3f8cca9 100644
--- a/src/data/adopters.json
+++ b/src/data/adopters.json
@@ -145,6 +145,12 @@
     "logo": "/img/adopters/china-unicom.png",
     "website": "https://www.chinaunicom.cn"
   },
+  {
+    "name": "Seres",
+    "nameZh": "赛力斯",
+    "logo": "/img/adopters/seres.svg",
+    "website": "https://www.seres.cn"
+  },
   {
     "name": "China University of Mining and Technology",
     "nameZh": "中国矿业大学",
diff --git a/src/pages/index.js b/src/pages/index.js
index fb6507ef..0a41c786 100644
--- a/src/pages/index.js
+++ b/src/pages/index.js
@@ -640,7 +640,7 @@ export default function Home() {
                 ))}
               </ul>
             </div>
-            <Link className={clsx(styles.inlineLink, styles.supportDocsLink)} to={useBaseUrl('/docs/userguide/Device-supported')}>
+            <Link className={clsx(styles.inlineLink, styles.supportDocsLink)} to={useBaseUrl('/docs/userguide/device-supported')}>
               {isZh ? '查看完整设备支持列表 →' : 'View full supported devices list →'}
             </Link>
           </div>
diff --git a/static/img/adopters/seres.svg b/static/img/adopters/seres.svg
new file mode 100644
index 00000000..9ce799c8
--- /dev/null
+++ b/static/img/adopters/seres.svg
@@ -0,0 +1,36 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg id="Layer_2" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 267.41 86.69">
+  <defs>
+    <style>
+      .cls-1 {
+        fill: #c4001c;
+      }
+    </style>
+  </defs>
+  <g id="_图层_1" data-name="图层_1">
+    <g>
+      <g>
+        <g>
+          <path class="cls-1" d="M62.21,49.2l-4.58-4.5h2.36c1.23,0,2.22-1,2.22-2.22v-2.84c0-1.19-.96-2.15-2.15-2.15h-15.54v11.71h2.85v-9.35h11.75v2.5h-9.42v2.36h4.33l4.58,4.5h3.6Z"/>
+          <path class="cls-1" d="M25.07,37.49c-.47,0-.91.27-1.12.69l-2.2,4.32c-.27.54-.27,1.17,0,1.71l2.2,4.32c.21.42.65.69,1.12.69h15.6v-2.36h-14.47l-1.18-2.32h14.04v-2.36h-14.04l1.18-2.32h14.47v-2.36h-15.6Z"/>
+          <path class="cls-1" d="M71.28,37.49h-1.7c-.47,0-.91.27-1.12.69l-2.2,4.32c-.27.54-.27,1.17,0,1.71l2.2,4.32c.21.42.65.69,1.12.69h15.6v-2.36h-14.46l-1.18-2.32h14.04v-2.36h-14.04l1.18-2.32h14.46v-2.36h-13.9Z"/>
+          <path class="cls-1" d="M1.7,43.48l13.17,2.02v1.34H0v2.36h15.78c1.07,0,1.93-.87,1.93-1.93v-2.09c0-.98-.73-1.8-1.7-1.92l-13.16-2.02v-1.39h14.86v-2.36H1.93c-1.07,0-1.93.86-1.93,1.93v2.14c0,.98.73,1.8,1.7,1.92"/>
+          <path class="cls-1" d="M106.72,39.85v-2.36h-15.78c-1.07,0-1.93.86-1.93,1.93v2.14c0,.98.73,1.8,1.7,1.92l13.16,2.02v1.34h-14.86v2.36h15.78c1.07,0,1.93-.87,1.93-1.93v-2.09c0-.98-.73-1.8-1.7-1.92l-13.17-2.02v-1.39h14.87Z"/>
+        </g>
+        <path d="M27.8,32.13c4.33-9.83,14.15-16.71,25.56-16.71s21.23,6.89,25.56,16.71h3.99c-4.54-11.92-16.05-20.42-29.55-20.42s-25.01,8.51-29.54,20.42h3.99Z"/>
+        <path d="M78.92,54.56c-4.33,9.83-14.15,16.71-25.56,16.71s-21.23-6.89-25.56-16.71h-3.99c4.54,11.92,16.05,20.42,29.55,20.42s25.01-8.51,29.55-20.42h-3.99Z"/>
+        <path d="M92.47,54.56c-4.88,17.01-20.55,29.51-39.11,29.51s-34.23-12.5-39.11-29.51h-2.75c4.95,18.48,21.84,32.13,41.87,32.13s36.91-13.65,41.87-32.13h-2.75Z"/>
+        <path d="M14.25,32.13C19.13,15.12,34.8,2.63,53.36,2.63s34.23,12.5,39.11,29.51h2.75C90.27,13.65,73.38,0,53.36,0S16.45,13.65,11.5,32.13h2.75Z"/>
+      </g>
+      <path d="M137.58,59.14c-2.22.69-5.46,1.3-9.63,1.82l1.75,4.19c4.45-.88,7.97-1.74,10.46-2.56,2.54-.83,4.5-1.79,5.82-2.85l.12-.1.15.05c1.44.46,3,.96,4.91,1.55l12.51,3.88,1.22-4.24c-4.83-1.4-10.24-2.87-16.07-4.37l-.33-.08.13-.32c.3-.73.56-1.65.79-2.74h-5.41c-.25,1.3-.79,2.41-1.61,3.29-.87.93-2.49,1.77-4.81,2.49Z"/>
+      <path d="M166.35,54.9l1.67-4.1c-4.35-1.29-7.81-2.89-10.3-4.78l-.71-.54h9.22v-3.11h-11.08v-2.32h7.74v-2.69h-7.74v-2.5h6.17v-1.81h4.82v-7.65h-16.08l-.08-.18c-.18-.42-.75-1.65-1.7-3.67l-5.16,1.08.64,1.47.62,1.3h-17.19v7.65h4.82v1.81h6.12v2.5h-7.65v2.69h7.65v2.32h-11.08v3.11h9.08l-.71.54c-1.3.99-2.89,1.95-4.73,2.84-1.73.84-3.61,1.56-5.59,2.16l2.03,3.98c2.03-.78,4.06-1.75,6.06-2.9l.45-.26v5.46h4.36v-5.75h17.2v5.38h4.5v-5.18l.45.25c1.79,1,3.89,1.97,6.22,2.89ZM155.14,28.74h6.49v3.15h-6.49v-3.15ZM142.71,28.74h7.83v3.15h-7.83v-3.15ZM142.71,34.86h7.83v2.5h-7.83v-2.5ZM142.71,40.05h7.83v2.32h-7.83v-2.32ZM138.12,31.89h-6.44v-3.15h6.44v3.15ZM138.66,48.35l.58-.52c.95-.86,1.73-1.62,2.3-2.25l.09-.1h9.91l.09.09c.72.75,1.53,1.51,2.39,2.25l.62.53h-15.96Z"/>
+      <path d="M203.67,63.75h1.72c1.95-.03,3.54-.3,4.7-.81,1.14-.5,2.01-1.28,2.59-2.31.59-1.06.99-2.51,1.17-4.31.34-3.03.65-7.29.93-12.67.27-5.24.42-9.71.46-13.29h-19.25v-.31c.18-4.05.26-6.72.25-7.94h-5.31c-.06.99-.1,1.97-.12,2.91v.09c-.03,1.05-.06,2-.09,2.88l-.05,2.38h-12.84v5.34h12.59l-.02.32c-.31,4.3-.93,7.8-1.84,10.42-.93,2.63-2.38,4.99-4.33,7.02-1.88,1.96-4.71,4.22-8.41,6.71l3.94,4.28c4-2.86,7.1-5.54,9.21-7.98,2.14-2.48,3.74-5.3,4.74-8.38,1.01-3.1,1.69-7.17,2.03-12.1l.02-.28h13.85v.3c-.1,6.7-.46,12.63-1.07,17.61-.19,1.45-.46,2.54-.82,3.23-.38.74-.95,1.23-1.71,1.47-.71.23-1.76.34-3.2.34-1.25,0-3.19-.14-5.75-.42l1.08,5.31c1.53.14,3.39.21,5.55.21Z"/>
+      <g>
+        <path d="M226.42,30.78h2.78v18.31h-3.57v4.13h22.26v-4.13h-2.69v-18.31h2.55v-4.13h-2.55v-3.8h-4.22v3.8h-7.56v-3.8h-4.22v3.8h-2.78v4.13ZM233.43,30.78h7.56v3.57h-7.56v-3.57ZM233.43,38.15h7.56v3.61h-7.56v-3.61ZM233.43,45.57h7.56v3.52h-7.56v-3.52Z"/>
+        <path d="M235.67,56l-3.68-2.62-.2.3c-1.97,3.02-4.09,5.55-6.3,7.54l3.44,3.24c2.07-2.19,4.34-5.03,6.74-8.46Z"/>
+      </g>
+      <path d="M267.41,36.76h-12.8v-6.87l.26-.04c1.95-.28,4.08-.68,6.33-1.2,2.15-.49,4.15-1.04,5.96-1.62l-1.32-4.66c-2.07.67-4.51,1.31-7.25,1.88-2.77.58-5.61,1.05-8.43,1.39v14.75c0,4.22-.1,7.55-.3,9.9-.2,2.37-.61,4.5-1.22,6.35-.58,1.77-1.49,3.66-2.71,5.62l4.33,2.48c1.21-2.16,2.12-4.2,2.73-6.08.62-1.95,1.06-4.21,1.28-6.7.23-2.51.35-5.93.35-10.17v-.3h4.68v22.77h4.46v-22.77h3.66v-4.73Z"/>
+      <path d="M245.92,59.64c-1.42-2.16-2.78-4.16-4.05-5.95h0s-3.36,2.14-3.36,2.14c1.35,2.06,2.61,4.12,3.77,6.12l3.65-2.31Z"/>
+    </g>
+  </g>
+</svg>
\ No newline at end of file
diff --git a/versioned_docs/version-v1.3.0/developers/Dynamic-mig.md b/versioned_docs/version-v1.3.0/developers/dynamic-mig.md
similarity index 100%
rename from versioned_docs/version-v1.3.0/developers/Dynamic-mig.md
rename to versioned_docs/version-v1.3.0/developers/dynamic-mig.md
diff --git a/versioned_docs/version-v1.3.0/developers/HAMi-core-design.md b/versioned_docs/version-v1.3.0/developers/hami-core-design.md
similarity index 100%
rename from versioned_docs/version-v1.3.0/developers/HAMi-core-design.md
rename to versioned_docs/version-v1.3.0/developers/hami-core-design.md
diff --git a/versioned_docs/version-v1.3.0/userguide/Ascend-device/device-template.md b/versioned_docs/version-v1.3.0/userguide/ascend-device/device-template.md
similarity index 100%
rename from versioned_docs/version-v1.3.0/userguide/Ascend-device/device-template.md
rename to versioned_docs/version-v1.3.0/userguide/ascend-device/device-template.md
diff --git a/versioned_docs/version-v1.3.0/userguide/Ascend-device/enable-ascend-sharing.md b/versioned_docs/version-v1.3.0/userguide/ascend-device/enable-ascend-sharing.md
similarity index 100%
rename from versioned_docs/version-v1.3.0/userguide/Ascend-device/enable-ascend-sharing.md
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diff --git a/versioned_docs/version-v2.7.0/userguide/NVIDIA-device/examples/allocate-device-core.md b/versioned_docs/version-v2.7.0/userguide/nvidia-device/examples/allocate-device-core.md
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rename to versioned_docs/version-v2.7.0/userguide/nvidia-device/examples/allocate-device-core.md
diff --git a/versioned_docs/version-v2.7.0/userguide/NVIDIA-device/examples/allocate-device-memory.md b/versioned_docs/version-v2.7.0/userguide/nvidia-device/examples/allocate-device-memory.md
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diff --git a/versioned_docs/version-v2.7.0/userguide/NVIDIA-device/examples/allocate-device-memory2.md b/versioned_docs/version-v2.7.0/userguide/nvidia-device/examples/allocate-device-memory2.md
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diff --git a/versioned_docs/version-v2.7.0/userguide/NVIDIA-device/examples/dynamic-mig-example.md b/versioned_docs/version-v2.7.0/userguide/nvidia-device/examples/dynamic-mig-example.md
similarity index 100%
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diff --git a/versioned_docs/version-v2.7.0/userguide/NVIDIA-device/examples/specify-card-type-to-use.md b/versioned_docs/version-v2.7.0/userguide/nvidia-device/examples/specify-card-type-to-use.md
similarity index 100%
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diff --git a/versioned_docs/version-v2.7.0/userguide/NVIDIA-device/examples/specify-certain-card.md b/versioned_docs/version-v2.7.0/userguide/nvidia-device/examples/specify-certain-card.md
similarity index 100%
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rename to versioned_docs/version-v2.7.0/userguide/nvidia-device/examples/specify-certain-card.md
diff --git a/versioned_docs/version-v2.7.0/userguide/NVIDIA-device/examples/use-exclusive-card.md b/versioned_docs/version-v2.7.0/userguide/nvidia-device/examples/use-exclusive-card.md
similarity index 100%
rename from versioned_docs/version-v2.7.0/userguide/NVIDIA-device/examples/use-exclusive-card.md
rename to versioned_docs/version-v2.7.0/userguide/nvidia-device/examples/use-exclusive-card.md
diff --git a/versioned_docs/version-v2.7.0/userguide/NVIDIA-device/specify-device-core-usage.md b/versioned_docs/version-v2.7.0/userguide/nvidia-device/specify-device-core-usage.md
similarity index 100%
rename from versioned_docs/version-v2.7.0/userguide/NVIDIA-device/specify-device-core-usage.md
rename to versioned_docs/version-v2.7.0/userguide/nvidia-device/specify-device-core-usage.md
diff --git a/versioned_docs/version-v2.7.0/userguide/NVIDIA-device/specify-device-memory-usage.md b/versioned_docs/version-v2.7.0/userguide/nvidia-device/specify-device-memory-usage.md
similarity index 100%
rename from versioned_docs/version-v2.7.0/userguide/NVIDIA-device/specify-device-memory-usage.md
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diff --git a/versioned_docs/version-v2.7.0/userguide/NVIDIA-device/specify-device-type-to-use.md b/versioned_docs/version-v2.7.0/userguide/nvidia-device/specify-device-type-to-use.md
similarity index 100%
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diff --git a/versioned_docs/version-v2.7.0/userguide/NVIDIA-device/specify-device-uuid-to-use.md b/versioned_docs/version-v2.7.0/userguide/nvidia-device/specify-device-uuid-to-use.md
similarity index 100%
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rename to versioned_docs/version-v2.7.0/userguide/nvidia-device/specify-device-uuid-to-use.md
diff --git a/versioned_docs/version-v2.7.0/userguide/NVIDIA-device/using-resourcequota.md b/versioned_docs/version-v2.7.0/userguide/nvidia-device/using-resourcequota.md
similarity index 100%
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diff --git a/versioned_docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/examples/default_use.md b/versioned_docs/version-v2.7.0/userguide/volcano-vgpu/nvidia-gpu/examples/default-use.md
similarity index 100%
rename from versioned_docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/examples/default_use.md
rename to versioned_docs/version-v2.7.0/userguide/volcano-vgpu/nvidia-gpu/examples/default-use.md
diff --git a/versioned_docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/examples/use_exclusive_gpu.md b/versioned_docs/version-v2.7.0/userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu.md
similarity index 100%
rename from versioned_docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/examples/use_exclusive_gpu.md
rename to versioned_docs/version-v2.7.0/userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu.md
diff --git a/versioned_docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/how-to-use-volcano-vgpu.md b/versioned_docs/version-v2.7.0/userguide/volcano-vgpu/nvidia-gpu/how-to-use-volcano-vgpu.md
similarity index 100%
rename from versioned_docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/how-to-use-volcano-vgpu.md
rename to versioned_docs/version-v2.7.0/userguide/volcano-vgpu/nvidia-gpu/how-to-use-volcano-vgpu.md
diff --git a/versioned_docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/monitor.md b/versioned_docs/version-v2.7.0/userguide/volcano-vgpu/nvidia-gpu/monitor.md
similarity index 100%
rename from versioned_docs/version-v2.7.0/userguide/volcano-vgpu/NVIDIA-GPU/monitor.md
rename to versioned_docs/version-v2.7.0/userguide/volcano-vgpu/nvidia-gpu/monitor.md
diff --git a/versioned_docs/version-v2.8.0/developers/Dynamic-mig.md b/versioned_docs/version-v2.8.0/developers/dynamic-mig.md
similarity index 100%
rename from versioned_docs/version-v2.8.0/developers/Dynamic-mig.md
rename to versioned_docs/version-v2.8.0/developers/dynamic-mig.md
diff --git a/versioned_docs/version-v2.8.0/developers/HAMi-core-design.md b/versioned_docs/version-v2.8.0/developers/hami-core-design.md
similarity index 100%
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diff --git a/versioned_docs/version-v2.8.0/FAQ/FAQ.md b/versioned_docs/version-v2.8.0/faq/faq.md
similarity index 100%
rename from versioned_docs/version-v2.8.0/FAQ/FAQ.md
rename to versioned_docs/version-v2.8.0/faq/faq.md
diff --git a/versioned_docs/version-v2.8.0/userguide/Device-supported.md b/versioned_docs/version-v2.8.0/userguide/device-supported.md
similarity index 100%
rename from versioned_docs/version-v2.8.0/userguide/Device-supported.md
rename to versioned_docs/version-v2.8.0/userguide/device-supported.md
diff --git a/versioned_docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-BI-V150.md b/versioned_docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-bi-v150.md
similarity index 100%
rename from versioned_docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-BI-V150.md
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diff --git a/versioned_docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-exclusive-BI-V150.md b/versioned_docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-exclusive-bi-v150.md
similarity index 100%
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diff --git a/versioned_docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-exclusive-MR-V100.md b/versioned_docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-exclusive-mr-v100.md
similarity index 100%
rename from versioned_docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-exclusive-MR-V100.md
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diff --git a/versioned_docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-MR-V100.md b/versioned_docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-mr-v100.md
similarity index 100%
rename from versioned_docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-MR-V100.md
rename to versioned_docs/version-v2.8.0/userguide/iluvatar-device/examples/allocate-mr-v100.md
diff --git a/versioned_docs/version-v2.8.0/userguide/kueue/examples/defalt_use.md b/versioned_docs/version-v2.8.0/userguide/kueue/examples/defalt-use.md
similarity index 100%
rename from versioned_docs/version-v2.8.0/userguide/kueue/examples/defalt_use.md
rename to versioned_docs/version-v2.8.0/userguide/kueue/examples/defalt-use.md
diff --git a/versioned_docs/version-v2.8.0/userguide/kueue/how-to-use-kueue.md b/versioned_docs/version-v2.8.0/userguide/kueue/how-to-use-kueue.md
index 1ff2b0e3..396785c5 100644
--- a/versioned_docs/version-v2.8.0/userguide/kueue/how-to-use-kueue.md
+++ b/versioned_docs/version-v2.8.0/userguide/kueue/how-to-use-kueue.md
@@ -271,4 +271,4 @@ For example:
 
 ## Example
 
-See the [example file](./examples/defalt_use.md) for a complete working example.
+See the [example file](./examples/defalt-use.md) for a complete working example.
diff --git a/versioned_docs/version-v2.8.0/userguide/kunlunxin-device/examples/allocate_vxpu.md b/versioned_docs/version-v2.8.0/userguide/kunlunxin-device/examples/allocate-vxpu.md
similarity index 100%
rename from versioned_docs/version-v2.8.0/userguide/kunlunxin-device/examples/allocate_vxpu.md
rename to versioned_docs/version-v2.8.0/userguide/kunlunxin-device/examples/allocate-vxpu.md
diff --git a/versioned_docs/version-v2.8.0/userguide/kunlunxin-device/examples/allocate_whole_xpu.md b/versioned_docs/version-v2.8.0/userguide/kunlunxin-device/examples/allocate-whole-xpu.md
similarity index 100%
rename from versioned_docs/version-v2.8.0/userguide/kunlunxin-device/examples/allocate_whole_xpu.md
rename to versioned_docs/version-v2.8.0/userguide/kunlunxin-device/examples/allocate-whole-xpu.md
diff --git a/versioned_docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/examples/default_use.md b/versioned_docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/examples/default-use.md
similarity index 100%
rename from versioned_docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/examples/default_use.md
rename to versioned_docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/examples/default-use.md
diff --git a/versioned_docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/examples/use_exclusive_gpu.md b/versioned_docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu.md
similarity index 100%
rename from versioned_docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/examples/use_exclusive_gpu.md
rename to versioned_docs/version-v2.8.0/userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu.md
diff --git a/versioned_sidebars/version-v1.3.0-sidebars.json b/versioned_sidebars/version-v1.3.0-sidebars.json
index 96878f2d..e38e0e89 100644
--- a/versioned_sidebars/version-v1.3.0-sidebars.json
+++ b/versioned_sidebars/version-v1.3.0-sidebars.json
@@ -42,7 +42,7 @@
       "label": "User Guide",
       "items": [
         "userguide/configure",
-        "userguide/Device-supported",
+        "userguide/device-supported",
         {
           "type": "category",
           "label": "Monitoring",
@@ -55,23 +55,23 @@
           "type": "category",
           "label": "Share NVIDIA GPU devices",
           "items": [
-            "userguide/NVIDIA-device/dynamic-mig-support",
-            "userguide/NVIDIA-device/specify-device-memory-usage",
-            "userguide/NVIDIA-device/specify-device-core-usage",
-            "userguide/NVIDIA-device/specify-device-type-to-use",
-            "userguide/NVIDIA-device/specify-device-uuid-to-use",
+            "userguide/nvidia-device/dynamic-mig-support",
+            "userguide/nvidia-device/specify-device-memory-usage",
+            "userguide/nvidia-device/specify-device-core-usage",
+            "userguide/nvidia-device/specify-device-type-to-use",
+            "userguide/nvidia-device/specify-device-uuid-to-use",
             {
               "type": "category",
               "label": "Examples",
               "key": "nvidia-examples",
               "items": [
-                "userguide/NVIDIA-device/examples/use-exclusive-card",
-                "userguide/NVIDIA-device/examples/allocate-device-memory",
-                "userguide/NVIDIA-device/examples/allocate-device-memory2",
-		            "userguide/NVIDIA-device/examples/allocate-device-core",
-                "userguide/NVIDIA-device/examples/specify-card-type-to-use",
-                "userguide/NVIDIA-device/examples/specify-certain-card",
-                "userguide/NVIDIA-device/examples/dynamic-mig-example"
+                "userguide/nvidia-device/examples/use-exclusive-card",
+                "userguide/nvidia-device/examples/allocate-device-memory",
+                "userguide/nvidia-device/examples/allocate-device-memory2",
+		            "userguide/nvidia-device/examples/allocate-device-core",
+                "userguide/nvidia-device/examples/specify-card-type-to-use",
+                "userguide/nvidia-device/examples/specify-certain-card",
+                "userguide/nvidia-device/examples/dynamic-mig-example"
               ]
             } 
           ]
@@ -80,17 +80,17 @@
           "type": "category",
           "label": "Share Cambricon MLU devices",
           "items": [
-            "userguide/Cambricon-device/enable-cambricon-mlu-sharing",
-            "userguide/Cambricon-device/specify-device-memory-usage",
-            "userguide/Cambricon-device/specify-device-core-usage",
-            "userguide/Cambricon-device/specify-device-type-to-use",
+            "userguide/cambricon-device/enable-cambricon-mlu-sharing",
+            "userguide/cambricon-device/specify-device-memory-usage",
+            "userguide/cambricon-device/specify-device-core-usage",
+            "userguide/cambricon-device/specify-device-type-to-use",
             {
               "type": "category",
               "label": "Examples",
               "key": "cambricon-examples",
               "items": [
-                "userguide/Cambricon-device/examples/allocate-core-and-memory",
-                "userguide/Cambricon-device/examples/allocate-exclusive"
+                "userguide/cambricon-device/examples/allocate-core-and-memory",
+                "userguide/cambricon-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -99,16 +99,16 @@
           "type": "category",
           "label": "Share Hygon DCU devices",
           "items": [
-            "userguide/Hygon-device/enable-hygon-dcu-sharing",
-            "userguide/Hygon-device/specify-device-memory-usage",
-            "userguide/Hygon-device/specify-device-core-usage",
+            "userguide/hygon-device/enable-hygon-dcu-sharing",
+            "userguide/hygon-device/specify-device-memory-usage",
+            "userguide/hygon-device/specify-device-core-usage",
             {
               "type": "category",
               "label": "Examples",
               "key": "hygon-examples",
               "items": [
-                "userguide/Hygon-device/examples/allocate-core-and-memory",
-                "userguide/Hygon-device/examples/allocate-exclusive"
+                "userguide/hygon-device/examples/allocate-core-and-memory",
+                "userguide/hygon-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -117,16 +117,16 @@
           "type": "category",
           "label": "Share Mthreads GPU devices",
           "items": [
-            "userguide/Mthreads-device/enable-mthreads-gpu-sharing",
-            "userguide/Mthreads-device/specify-device-memory-usage",
-            "userguide/Mthreads-device/specify-device-core-usage",
+            "userguide/mthreads-device/enable-mthreads-gpu-sharing",
+            "userguide/mthreads-device/specify-device-memory-usage",
+            "userguide/mthreads-device/specify-device-core-usage",
             {
               "type": "category",
               "label": "Examples",
               "key": "mthreads-examples",
               "items": [
-                "userguide/Mthreads-device/examples/allocate-core-and-memory",
-                "userguide/Mthreads-device/examples/allocate-exclusive"
+                "userguide/mthreads-device/examples/allocate-core-and-memory",
+                "userguide/mthreads-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -135,17 +135,17 @@
           "type": "category",
           "label": "Optimize Metax GPU scheduling",
           "items": [
-            "userguide/Metax-device/enable-metax-gpu-schedule",
-            "userguide/Metax-device/specify-binpack-task",
-            "userguide/Metax-device/specify-spread-task",
+            "userguide/metax-device/enable-metax-gpu-schedule",
+            "userguide/metax-device/specify-binpack-task",
+            "userguide/metax-device/specify-spread-task",
             {
               "type": "category",
               "label": "Examples",
               "key": "metax-examples",
               "items": [
-                "userguide/Metax-device/examples/default-use",
-                "userguide/Metax-device/examples/allocate-binpack",
-                "userguide/Metax-device/examples/allocate-spread"
+                "userguide/metax-device/examples/default-use",
+                "userguide/metax-device/examples/allocate-binpack",
+                "userguide/metax-device/examples/allocate-spread"
               ]
             }
           ]
@@ -154,16 +154,16 @@
           "type": "category",
           "label": "Share Ascend devices",
           "items": [
-            "userguide/Ascend-device/enable-ascend-sharing",
-            "userguide/Ascend-device/device-template",
+            "userguide/ascend-device/enable-ascend-sharing",
+            "userguide/ascend-device/device-template",
             {
               "type": "category",
               "label": "Examples",
               "key": "ascend-examples",
               "items": [
-                "userguide/Ascend-device/examples/allocate-310p",
-                "userguide/Ascend-device/examples/allocate-910b",
-                "userguide/Ascend-device/examples/allocate-exclusive"
+                "userguide/ascend-device/examples/allocate-310p",
+                "userguide/ascend-device/examples/allocate-910b",
+                "userguide/ascend-device/examples/allocate-exclusive"
               ]
             }
           ] 
@@ -176,15 +176,15 @@
               "type": "category",
               "label": "NVIDIA GPU",
               "items": [
-                "userguide/volcano-vgpu/NVIDIA GPU/how-to-use-volcano-vgpu",
-                "userguide/volcano-vgpu/NVIDIA GPU/monitor",
+                "userguide/volcano-vgpu/nvidia-gpu/how-to-use-volcano-vgpu",
+                "userguide/volcano-vgpu/nvidia-gpu/monitor",
                 {
                   "type": "category",
                   "label": "Examples",
                   "key": "volcano-vgpu-examples",
                   "items": [
-                    "userguide/volcano-vgpu/NVIDIA GPU/examples/default_use",
-                    "userguide/volcano-vgpu/NVIDIA GPU/examples/use_exclusive_gpu"
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/default-use",
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu"
                   ] 
                 }
               ]
@@ -200,8 +200,8 @@
         "developers/build",
         "developers/protocol",
         "developers/scheduling",
-        "developers/HAMi-core-design",
-        "developers/Dynamic-mig",
+        "developers/hami-core-design",
+        "developers/dynamic-mig",
         "developers/mindmap"
       ]
     },
diff --git a/versioned_sidebars/version-v2.4.1-sidebars.json b/versioned_sidebars/version-v2.4.1-sidebars.json
index 96878f2d..e38e0e89 100644
--- a/versioned_sidebars/version-v2.4.1-sidebars.json
+++ b/versioned_sidebars/version-v2.4.1-sidebars.json
@@ -42,7 +42,7 @@
       "label": "User Guide",
       "items": [
         "userguide/configure",
-        "userguide/Device-supported",
+        "userguide/device-supported",
         {
           "type": "category",
           "label": "Monitoring",
@@ -55,23 +55,23 @@
           "type": "category",
           "label": "Share NVIDIA GPU devices",
           "items": [
-            "userguide/NVIDIA-device/dynamic-mig-support",
-            "userguide/NVIDIA-device/specify-device-memory-usage",
-            "userguide/NVIDIA-device/specify-device-core-usage",
-            "userguide/NVIDIA-device/specify-device-type-to-use",
-            "userguide/NVIDIA-device/specify-device-uuid-to-use",
+            "userguide/nvidia-device/dynamic-mig-support",
+            "userguide/nvidia-device/specify-device-memory-usage",
+            "userguide/nvidia-device/specify-device-core-usage",
+            "userguide/nvidia-device/specify-device-type-to-use",
+            "userguide/nvidia-device/specify-device-uuid-to-use",
             {
               "type": "category",
               "label": "Examples",
               "key": "nvidia-examples",
               "items": [
-                "userguide/NVIDIA-device/examples/use-exclusive-card",
-                "userguide/NVIDIA-device/examples/allocate-device-memory",
-                "userguide/NVIDIA-device/examples/allocate-device-memory2",
-		            "userguide/NVIDIA-device/examples/allocate-device-core",
-                "userguide/NVIDIA-device/examples/specify-card-type-to-use",
-                "userguide/NVIDIA-device/examples/specify-certain-card",
-                "userguide/NVIDIA-device/examples/dynamic-mig-example"
+                "userguide/nvidia-device/examples/use-exclusive-card",
+                "userguide/nvidia-device/examples/allocate-device-memory",
+                "userguide/nvidia-device/examples/allocate-device-memory2",
+		            "userguide/nvidia-device/examples/allocate-device-core",
+                "userguide/nvidia-device/examples/specify-card-type-to-use",
+                "userguide/nvidia-device/examples/specify-certain-card",
+                "userguide/nvidia-device/examples/dynamic-mig-example"
               ]
             } 
           ]
@@ -80,17 +80,17 @@
           "type": "category",
           "label": "Share Cambricon MLU devices",
           "items": [
-            "userguide/Cambricon-device/enable-cambricon-mlu-sharing",
-            "userguide/Cambricon-device/specify-device-memory-usage",
-            "userguide/Cambricon-device/specify-device-core-usage",
-            "userguide/Cambricon-device/specify-device-type-to-use",
+            "userguide/cambricon-device/enable-cambricon-mlu-sharing",
+            "userguide/cambricon-device/specify-device-memory-usage",
+            "userguide/cambricon-device/specify-device-core-usage",
+            "userguide/cambricon-device/specify-device-type-to-use",
             {
               "type": "category",
               "label": "Examples",
               "key": "cambricon-examples",
               "items": [
-                "userguide/Cambricon-device/examples/allocate-core-and-memory",
-                "userguide/Cambricon-device/examples/allocate-exclusive"
+                "userguide/cambricon-device/examples/allocate-core-and-memory",
+                "userguide/cambricon-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -99,16 +99,16 @@
           "type": "category",
           "label": "Share Hygon DCU devices",
           "items": [
-            "userguide/Hygon-device/enable-hygon-dcu-sharing",
-            "userguide/Hygon-device/specify-device-memory-usage",
-            "userguide/Hygon-device/specify-device-core-usage",
+            "userguide/hygon-device/enable-hygon-dcu-sharing",
+            "userguide/hygon-device/specify-device-memory-usage",
+            "userguide/hygon-device/specify-device-core-usage",
             {
               "type": "category",
               "label": "Examples",
               "key": "hygon-examples",
               "items": [
-                "userguide/Hygon-device/examples/allocate-core-and-memory",
-                "userguide/Hygon-device/examples/allocate-exclusive"
+                "userguide/hygon-device/examples/allocate-core-and-memory",
+                "userguide/hygon-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -117,16 +117,16 @@
           "type": "category",
           "label": "Share Mthreads GPU devices",
           "items": [
-            "userguide/Mthreads-device/enable-mthreads-gpu-sharing",
-            "userguide/Mthreads-device/specify-device-memory-usage",
-            "userguide/Mthreads-device/specify-device-core-usage",
+            "userguide/mthreads-device/enable-mthreads-gpu-sharing",
+            "userguide/mthreads-device/specify-device-memory-usage",
+            "userguide/mthreads-device/specify-device-core-usage",
             {
               "type": "category",
               "label": "Examples",
               "key": "mthreads-examples",
               "items": [
-                "userguide/Mthreads-device/examples/allocate-core-and-memory",
-                "userguide/Mthreads-device/examples/allocate-exclusive"
+                "userguide/mthreads-device/examples/allocate-core-and-memory",
+                "userguide/mthreads-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -135,17 +135,17 @@
           "type": "category",
           "label": "Optimize Metax GPU scheduling",
           "items": [
-            "userguide/Metax-device/enable-metax-gpu-schedule",
-            "userguide/Metax-device/specify-binpack-task",
-            "userguide/Metax-device/specify-spread-task",
+            "userguide/metax-device/enable-metax-gpu-schedule",
+            "userguide/metax-device/specify-binpack-task",
+            "userguide/metax-device/specify-spread-task",
             {
               "type": "category",
               "label": "Examples",
               "key": "metax-examples",
               "items": [
-                "userguide/Metax-device/examples/default-use",
-                "userguide/Metax-device/examples/allocate-binpack",
-                "userguide/Metax-device/examples/allocate-spread"
+                "userguide/metax-device/examples/default-use",
+                "userguide/metax-device/examples/allocate-binpack",
+                "userguide/metax-device/examples/allocate-spread"
               ]
             }
           ]
@@ -154,16 +154,16 @@
           "type": "category",
           "label": "Share Ascend devices",
           "items": [
-            "userguide/Ascend-device/enable-ascend-sharing",
-            "userguide/Ascend-device/device-template",
+            "userguide/ascend-device/enable-ascend-sharing",
+            "userguide/ascend-device/device-template",
             {
               "type": "category",
               "label": "Examples",
               "key": "ascend-examples",
               "items": [
-                "userguide/Ascend-device/examples/allocate-310p",
-                "userguide/Ascend-device/examples/allocate-910b",
-                "userguide/Ascend-device/examples/allocate-exclusive"
+                "userguide/ascend-device/examples/allocate-310p",
+                "userguide/ascend-device/examples/allocate-910b",
+                "userguide/ascend-device/examples/allocate-exclusive"
               ]
             }
           ] 
@@ -176,15 +176,15 @@
               "type": "category",
               "label": "NVIDIA GPU",
               "items": [
-                "userguide/volcano-vgpu/NVIDIA GPU/how-to-use-volcano-vgpu",
-                "userguide/volcano-vgpu/NVIDIA GPU/monitor",
+                "userguide/volcano-vgpu/nvidia-gpu/how-to-use-volcano-vgpu",
+                "userguide/volcano-vgpu/nvidia-gpu/monitor",
                 {
                   "type": "category",
                   "label": "Examples",
                   "key": "volcano-vgpu-examples",
                   "items": [
-                    "userguide/volcano-vgpu/NVIDIA GPU/examples/default_use",
-                    "userguide/volcano-vgpu/NVIDIA GPU/examples/use_exclusive_gpu"
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/default-use",
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu"
                   ] 
                 }
               ]
@@ -200,8 +200,8 @@
         "developers/build",
         "developers/protocol",
         "developers/scheduling",
-        "developers/HAMi-core-design",
-        "developers/Dynamic-mig",
+        "developers/hami-core-design",
+        "developers/dynamic-mig",
         "developers/mindmap"
       ]
     },
diff --git a/versioned_sidebars/version-v2.5.0-sidebars.json b/versioned_sidebars/version-v2.5.0-sidebars.json
index c3ec7fed..dfb19fda 100644
--- a/versioned_sidebars/version-v2.5.0-sidebars.json
+++ b/versioned_sidebars/version-v2.5.0-sidebars.json
@@ -42,7 +42,7 @@
       "label": "User Guide",
       "items": [
         "userguide/configure",
-        "userguide/Device-supported",
+        "userguide/device-supported",
         {
           "type": "category",
           "label": "Monitoring",
@@ -56,23 +56,23 @@
           "label": "NVIDIA GPU",
           "key": "nvidia-gpu",
           "items": [
-            "userguide/NVIDIA-device/dynamic-mig-support",
-            "userguide/NVIDIA-device/specify-device-memory-usage",
-            "userguide/NVIDIA-device/specify-device-core-usage",
-            "userguide/NVIDIA-device/specify-device-type-to-use",
-            "userguide/NVIDIA-device/specify-device-uuid-to-use",
+            "userguide/nvidia-device/dynamic-mig-support",
+            "userguide/nvidia-device/specify-device-memory-usage",
+            "userguide/nvidia-device/specify-device-core-usage",
+            "userguide/nvidia-device/specify-device-type-to-use",
+            "userguide/nvidia-device/specify-device-uuid-to-use",
             {
               "type": "category",
               "label": "Examples",
               "key": "nvidia-examples",
               "items": [
-                "userguide/NVIDIA-device/examples/use-exclusive-card",
-                "userguide/NVIDIA-device/examples/allocate-device-memory",
-                "userguide/NVIDIA-device/examples/allocate-device-memory2",
-                "userguide/NVIDIA-device/examples/allocate-device-core",
-                "userguide/NVIDIA-device/examples/specify-card-type-to-use",
-                "userguide/NVIDIA-device/examples/specify-certain-card",
-                "userguide/NVIDIA-device/examples/dynamic-mig-example"
+                "userguide/nvidia-device/examples/use-exclusive-card",
+                "userguide/nvidia-device/examples/allocate-device-memory",
+                "userguide/nvidia-device/examples/allocate-device-memory2",
+                "userguide/nvidia-device/examples/allocate-device-core",
+                "userguide/nvidia-device/examples/specify-card-type-to-use",
+                "userguide/nvidia-device/examples/specify-certain-card",
+                "userguide/nvidia-device/examples/dynamic-mig-example"
               ]
             }
           ]
@@ -81,17 +81,17 @@
           "type": "category",
           "label": "Cambricon MLU",
           "items": [
-            "userguide/Cambricon-device/enable-cambricon-mlu-sharing",
-            "userguide/Cambricon-device/specify-device-memory-usage",
-            "userguide/Cambricon-device/specify-device-core-usage",
-            "userguide/Cambricon-device/specify-device-type-to-use",
+            "userguide/cambricon-device/enable-cambricon-mlu-sharing",
+            "userguide/cambricon-device/specify-device-memory-usage",
+            "userguide/cambricon-device/specify-device-core-usage",
+            "userguide/cambricon-device/specify-device-type-to-use",
             {
               "type": "category",
               "label": "Examples",
               "key": "cambricon-examples",
               "items": [
-                "userguide/Cambricon-device/examples/allocate-core-and-memory",
-                "userguide/Cambricon-device/examples/allocate-exclusive"
+                "userguide/cambricon-device/examples/allocate-core-and-memory",
+                "userguide/cambricon-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -100,16 +100,16 @@
           "type": "category",
           "label": "Hygon DCU",
           "items": [
-            "userguide/Hygon-device/enable-hygon-dcu-sharing",
-            "userguide/Hygon-device/specify-device-memory-usage",
-            "userguide/Hygon-device/specify-device-core-usage",
+            "userguide/hygon-device/enable-hygon-dcu-sharing",
+            "userguide/hygon-device/specify-device-memory-usage",
+            "userguide/hygon-device/specify-device-core-usage",
             {
               "type": "category",
               "label": "Examples",
               "key": "hygon-examples",
               "items": [
-                "userguide/Hygon-device/examples/allocate-core-and-memory",
-                "userguide/Hygon-device/examples/allocate-exclusive"
+                "userguide/hygon-device/examples/allocate-core-and-memory",
+                "userguide/hygon-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -118,16 +118,16 @@
           "type": "category",
           "label": "Mthreads GPU",
           "items": [
-            "userguide/Mthreads-device/enable-mthreads-gpu-sharing",
-            "userguide/Mthreads-device/specify-device-memory-usage",
-            "userguide/Mthreads-device/specify-device-core-usage",
+            "userguide/mthreads-device/enable-mthreads-gpu-sharing",
+            "userguide/mthreads-device/specify-device-memory-usage",
+            "userguide/mthreads-device/specify-device-core-usage",
             {
               "type": "category",
               "label": "Examples",
               "key": "mthreads-examples",
               "items": [
-                "userguide/Mthreads-device/examples/allocate-core-and-memory",
-                "userguide/Mthreads-device/examples/allocate-exclusive"
+                "userguide/mthreads-device/examples/allocate-core-and-memory",
+                "userguide/mthreads-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -136,10 +136,10 @@
           "type": "category",
           "label": "Metax GPU",
           "items": [
-            "userguide/Metax-device/enable-metax-gpu-schedule",
-            "userguide/Metax-device/enable-metax-gpu-sharing",
-            "userguide/Metax-device/specify-binpack-task",
-            "userguide/Metax-device/specify-spread-task",
+            "userguide/metax-device/enable-metax-gpu-schedule",
+            "userguide/metax-device/enable-metax-gpu-sharing",
+            "userguide/metax-device/specify-binpack-task",
+            "userguide/metax-device/specify-spread-task",
             {
               "type": "category",
               "label": "Examples",
@@ -149,19 +149,19 @@
                   "type": "category",
                   "label": "gpu",
                   "items": [
-                    "userguide/Metax-device/examples/gpu/default-use",
-                    "userguide/Metax-device/examples/gpu/allocate-binpack",
-                    "userguide/Metax-device/examples/gpu/allocate-spread" 
+                    "userguide/metax-device/examples/gpu/default-use",
+                    "userguide/metax-device/examples/gpu/allocate-binpack",
+                    "userguide/metax-device/examples/gpu/allocate-spread" 
                   ] 
                 },
                 {
                   "type": "category",
                   "label": "sgpu",
                   "items": [
-                    "userguide/Metax-device/examples/sgpu/allocate_vmemory_MiB",
-                    "userguide/Metax-device/examples/sgpu/allocate_specific_gpu",
-                    "userguide/Metax-device/examples/sgpu/allocate_exclusive", 
-                    "userguide/Metax-device/examples/sgpu/multi-containers" 
+                    "userguide/metax-device/examples/sgpu/allocate-vmemory-mib",
+                    "userguide/metax-device/examples/sgpu/allocate-specific-gpu",
+                    "userguide/metax-device/examples/sgpu/allocate-exclusive", 
+                    "userguide/metax-device/examples/sgpu/multi-containers" 
                   ] 
                 }
               ]
@@ -172,16 +172,16 @@
           "type": "category",
           "label": "Ascend NPU",
           "items": [
-            "userguide/Ascend-device/enable-ascend-sharing",
-            "userguide/Ascend-device/device-template",
+            "userguide/ascend-device/enable-ascend-sharing",
+            "userguide/ascend-device/device-template",
             {
               "type": "category",
               "label": "Examples",
               "key": "ascend-examples",
               "items": [
-                "userguide/Ascend-device/examples/allocate-310p",
-                "userguide/Ascend-device/examples/allocate-910b",
-                "userguide/Ascend-device/examples/allocate-exclusive"
+                "userguide/ascend-device/examples/allocate-310p",
+                "userguide/ascend-device/examples/allocate-910b",
+                "userguide/ascend-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -190,15 +190,15 @@
           "type": "category",
           "label": "Enflame GCU",
           "items": [
-            "userguide/Enflame-device/enable-enflame-gpu-sharing",
-            "userguide/Enflame-device/specify-device-slice",
+            "userguide/enflame-device/enable-enflame-gpu-sharing",
+            "userguide/enflame-device/specify-device-slice",
             {
               "type": "category",
               "label": "Examples",
               "key": "enflame-examples",
               "items": [
-                "userguide/Enflame-device/examples/use_exclusive",
-                "userguide/Enflame-device/examples/default_use"
+                "userguide/enflame-device/examples/use-exclusive",
+                "userguide/enflame-device/examples/default-use"
               ]
             }
           ]
@@ -207,15 +207,15 @@
           "type": "category",
           "label": "Iluvatar GPU",
           "items": [
-            "userguide/Iluvatar-device/enable-iluvatar-gpu-sharing",
-            "userguide/Iluvatar-device/device-uuid-specification",
+            "userguide/iluvatar-device/enable-iluvatar-gpu-sharing",
+            "userguide/iluvatar-device/device-uuid-specification",
             {
               "type": "category",
               "label": "Examples",
               "key": "iluvatar-examples",
               "items": [
-                "userguide/Iluvatar-device/examples/default_use",
-                "userguide/Iluvatar-device/examples/use_exclusive"
+                "userguide/iluvatar-device/examples/default-use",
+                "userguide/iluvatar-device/examples/use-exclusive"
               ]
             }
           ]
@@ -229,15 +229,15 @@
               "label": "NVIDIA GPU",
               "key": "volcano-nvidia-gpu",
               "items": [
-                "userguide/volcano-vgpu/NVIDIA GPU/how-to-use-volcano-vgpu",
-                "userguide/volcano-vgpu/NVIDIA GPU/monitor",
+                "userguide/volcano-vgpu/nvidia-gpu/how-to-use-volcano-vgpu",
+                "userguide/volcano-vgpu/nvidia-gpu/monitor",
                 {
                   "type": "category",
                   "label": "Examples",
                   "key": "volcano-vgpu-examples",
                   "items": [
-                    "userguide/volcano-vgpu/NVIDIA GPU/examples/default_use",
-                    "userguide/volcano-vgpu/NVIDIA GPU/examples/use_exclusive_gpu"
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/default-use",
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu"
                   ]
                 }
               ]
@@ -253,8 +253,8 @@
         "developers/build",
         "developers/protocol",
         "developers/scheduling",
-        "developers/HAMi-core-design",
-        "developers/Dynamic-mig",
+        "developers/hami-core-design",
+        "developers/dynamic-mig",
         "developers/mindmap"
       ]
     },
diff --git a/versioned_sidebars/version-v2.5.1-sidebars.json b/versioned_sidebars/version-v2.5.1-sidebars.json
index e300ef3b..07dec969 100644
--- a/versioned_sidebars/version-v2.5.1-sidebars.json
+++ b/versioned_sidebars/version-v2.5.1-sidebars.json
@@ -42,7 +42,7 @@
       "label": "User Guide",
       "items": [
         "userguide/configure",
-        "userguide/Device-supported",
+        "userguide/device-supported",
         {
           "type": "category",
           "label": "Monitoring",
@@ -55,23 +55,23 @@
           "type": "category",
           "label": "Share NVIDIA GPU devices",
           "items": [
-            "userguide/NVIDIA-device/dynamic-mig-support",
-            "userguide/NVIDIA-device/specify-device-memory-usage",
-            "userguide/NVIDIA-device/specify-device-core-usage",
-            "userguide/NVIDIA-device/specify-device-type-to-use",
-            "userguide/NVIDIA-device/specify-device-uuid-to-use",
+            "userguide/nvidia-device/dynamic-mig-support",
+            "userguide/nvidia-device/specify-device-memory-usage",
+            "userguide/nvidia-device/specify-device-core-usage",
+            "userguide/nvidia-device/specify-device-type-to-use",
+            "userguide/nvidia-device/specify-device-uuid-to-use",
             {
               "type": "category",
               "label": "Examples",
               "key": "nvidia-examples",
               "items": [
-                "userguide/NVIDIA-device/examples/use-exclusive-card",
-                "userguide/NVIDIA-device/examples/allocate-device-memory",
-                "userguide/NVIDIA-device/examples/allocate-device-memory2",
-                "userguide/NVIDIA-device/examples/allocate-device-core",
-                "userguide/NVIDIA-device/examples/specify-card-type-to-use",
-                "userguide/NVIDIA-device/examples/specify-certain-card",
-                "userguide/NVIDIA-device/examples/dynamic-mig-example"
+                "userguide/nvidia-device/examples/use-exclusive-card",
+                "userguide/nvidia-device/examples/allocate-device-memory",
+                "userguide/nvidia-device/examples/allocate-device-memory2",
+                "userguide/nvidia-device/examples/allocate-device-core",
+                "userguide/nvidia-device/examples/specify-card-type-to-use",
+                "userguide/nvidia-device/examples/specify-certain-card",
+                "userguide/nvidia-device/examples/dynamic-mig-example"
               ]
             }
           ]
@@ -80,17 +80,17 @@
           "type": "category",
           "label": "Share Cambricon MLU devices",
           "items": [
-            "userguide/Cambricon-device/enable-cambricon-mlu-sharing",
-            "userguide/Cambricon-device/specify-device-memory-usage",
-            "userguide/Cambricon-device/specify-device-core-usage",
-            "userguide/Cambricon-device/specify-device-type-to-use",
+            "userguide/cambricon-device/enable-cambricon-mlu-sharing",
+            "userguide/cambricon-device/specify-device-memory-usage",
+            "userguide/cambricon-device/specify-device-core-usage",
+            "userguide/cambricon-device/specify-device-type-to-use",
             {
               "type": "category",
               "label": "Examples",
               "key": "cambricon-examples",
               "items": [
-                "userguide/Cambricon-device/examples/allocate-core-and-memory",
-                "userguide/Cambricon-device/examples/allocate-exclusive"
+                "userguide/cambricon-device/examples/allocate-core-and-memory",
+                "userguide/cambricon-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -99,16 +99,16 @@
           "type": "category",
           "label": "Share Hygon DCU devices",
           "items": [
-            "userguide/Hygon-device/enable-hygon-dcu-sharing",
-            "userguide/Hygon-device/specify-device-memory-usage",
-            "userguide/Hygon-device/specify-device-core-usage",
+            "userguide/hygon-device/enable-hygon-dcu-sharing",
+            "userguide/hygon-device/specify-device-memory-usage",
+            "userguide/hygon-device/specify-device-core-usage",
             {
               "type": "category",
               "label": "Examples",
               "key": "hygon-examples",
               "items": [
-                "userguide/Hygon-device/examples/allocate-core-and-memory",
-                "userguide/Hygon-device/examples/allocate-exclusive"
+                "userguide/hygon-device/examples/allocate-core-and-memory",
+                "userguide/hygon-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -117,16 +117,16 @@
           "type": "category",
           "label": "Share Mthreads GPU devices",
           "items": [
-            "userguide/Mthreads-device/enable-mthreads-gpu-sharing",
-            "userguide/Mthreads-device/specify-device-memory-usage",
-            "userguide/Mthreads-device/specify-device-core-usage",
+            "userguide/mthreads-device/enable-mthreads-gpu-sharing",
+            "userguide/mthreads-device/specify-device-memory-usage",
+            "userguide/mthreads-device/specify-device-core-usage",
             {
               "type": "category",
               "label": "Examples",
               "key": "mthreads-examples",
               "items": [
-                "userguide/Mthreads-device/examples/allocate-core-and-memory",
-                "userguide/Mthreads-device/examples/allocate-exclusive"
+                "userguide/mthreads-device/examples/allocate-core-and-memory",
+                "userguide/mthreads-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -135,18 +135,18 @@
           "type": "category",
           "label": "Optimize Metax GPU scheduling",
           "items": [
-            "userguide/Metax-device/enable-metax-gpu-schedule",
-            "userguide/Metax-device/enable-metax-gpu-sharing",
-            "userguide/Metax-device/specify-binpack-task",
-            "userguide/Metax-device/specify-spread-task",
+            "userguide/metax-device/enable-metax-gpu-schedule",
+            "userguide/metax-device/enable-metax-gpu-sharing",
+            "userguide/metax-device/specify-binpack-task",
+            "userguide/metax-device/specify-spread-task",
             {
               "type": "category",
               "label": "Examples",
               "key": "metax-examples",
               "items": [
-                "userguide/Metax-device/examples/default-use",
-                "userguide/Metax-device/examples/allocate-binpack",
-                "userguide/Metax-device/examples/allocate-spread"
+                "userguide/metax-device/examples/default-use",
+                "userguide/metax-device/examples/allocate-binpack",
+                "userguide/metax-device/examples/allocate-spread"
               ]
             }
           ]
@@ -155,16 +155,16 @@
           "type": "category",
           "label": "Share Ascend devices",
           "items": [
-            "userguide/Ascend-device/enable-ascend-sharing",
-            "userguide/Ascend-device/device-template",
+            "userguide/ascend-device/enable-ascend-sharing",
+            "userguide/ascend-device/device-template",
             {
               "type": "category",
               "label": "Examples",
               "key": "ascend-examples",
               "items": [
-                "userguide/Ascend-device/examples/allocate-310p",
-                "userguide/Ascend-device/examples/allocate-910b",
-                "userguide/Ascend-device/examples/allocate-exclusive"
+                "userguide/ascend-device/examples/allocate-310p",
+                "userguide/ascend-device/examples/allocate-910b",
+                "userguide/ascend-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -177,15 +177,15 @@
               "type": "category",
               "label": "NVIDIA GPU",
               "items": [
-                "userguide/volcano-vgpu/NVIDIA-GPU/how-to-use-volcano-vgpu",
-                "userguide/volcano-vgpu/NVIDIA-GPU/monitor",
+                "userguide/volcano-vgpu/nvidia-gpu/how-to-use-volcano-vgpu",
+                "userguide/volcano-vgpu/nvidia-gpu/monitor",
                 {
                   "type": "category",
                   "label": "Examples",
                   "key": "volcano-vgpu-examples",
                   "items": [
-                    "userguide/volcano-vgpu/NVIDIA-GPU/examples/default_use",
-                    "userguide/volcano-vgpu/NVIDIA-GPU/examples/use_exclusive_gpu"
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/default-use",
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu"
                   ]
                 }
               ]
@@ -201,8 +201,8 @@
         "developers/build",
         "developers/protocol",
         "developers/scheduling",
-        "developers/HAMi-core-design",
-        "developers/Dynamic-mig",
+        "developers/hami-core-design",
+        "developers/dynamic-mig",
         "developers/mindmap"
       ]
     },
diff --git a/versioned_sidebars/version-v2.6.0-sidebars.json b/versioned_sidebars/version-v2.6.0-sidebars.json
index 685db5bb..92948723 100644
--- a/versioned_sidebars/version-v2.6.0-sidebars.json
+++ b/versioned_sidebars/version-v2.6.0-sidebars.json
@@ -42,7 +42,7 @@
       "label": "User Guide",
       "items": [
         "userguide/configure",
-        "userguide/Device-supported",
+        "userguide/device-supported",
         {
           "type": "category",
           "label": "Monitoring",
@@ -55,23 +55,23 @@
           "type": "category",
           "label": "Share NVIDIA GPU devices",
           "items": [
-            "userguide/NVIDIA-device/dynamic-mig-support",
-            "userguide/NVIDIA-device/specify-device-memory-usage",
-            "userguide/NVIDIA-device/specify-device-core-usage",
-            "userguide/NVIDIA-device/specify-device-type-to-use",
-            "userguide/NVIDIA-device/specify-device-uuid-to-use",
+            "userguide/nvidia-device/dynamic-mig-support",
+            "userguide/nvidia-device/specify-device-memory-usage",
+            "userguide/nvidia-device/specify-device-core-usage",
+            "userguide/nvidia-device/specify-device-type-to-use",
+            "userguide/nvidia-device/specify-device-uuid-to-use",
             {
               "type": "category",
               "label": "Examples",
               "key": "nvidia-examples",
               "items": [
-                "userguide/NVIDIA-device/examples/use-exclusive-card",
-                "userguide/NVIDIA-device/examples/allocate-device-memory",
-                "userguide/NVIDIA-device/examples/allocate-device-memory2",
-                "userguide/NVIDIA-device/examples/allocate-device-core",
-                "userguide/NVIDIA-device/examples/specify-card-type-to-use",
-                "userguide/NVIDIA-device/examples/specify-certain-card",
-                "userguide/NVIDIA-device/examples/dynamic-mig-example"
+                "userguide/nvidia-device/examples/use-exclusive-card",
+                "userguide/nvidia-device/examples/allocate-device-memory",
+                "userguide/nvidia-device/examples/allocate-device-memory2",
+                "userguide/nvidia-device/examples/allocate-device-core",
+                "userguide/nvidia-device/examples/specify-card-type-to-use",
+                "userguide/nvidia-device/examples/specify-certain-card",
+                "userguide/nvidia-device/examples/dynamic-mig-example"
               ]
             }
           ]
@@ -80,17 +80,17 @@
           "type": "category",
           "label": "Share Cambricon MLU devices",
           "items": [
-            "userguide/Cambricon-device/enable-cambricon-mlu-sharing",
-            "userguide/Cambricon-device/specify-device-memory-usage",
-            "userguide/Cambricon-device/specify-device-core-usage",
-            "userguide/Cambricon-device/specify-device-type-to-use",
+            "userguide/cambricon-device/enable-cambricon-mlu-sharing",
+            "userguide/cambricon-device/specify-device-memory-usage",
+            "userguide/cambricon-device/specify-device-core-usage",
+            "userguide/cambricon-device/specify-device-type-to-use",
             {
               "type": "category",
               "label": "Examples",
               "key": "cambricon-examples",
               "items": [
-                "userguide/Cambricon-device/examples/allocate-core-and-memory",
-                "userguide/Cambricon-device/examples/allocate-exclusive"
+                "userguide/cambricon-device/examples/allocate-core-and-memory",
+                "userguide/cambricon-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -99,16 +99,16 @@
           "type": "category",
           "label": "Share Hygon DCU devices",
           "items": [
-            "userguide/Hygon-device/enable-hygon-dcu-sharing",
-            "userguide/Hygon-device/specify-device-memory-usage",
-            "userguide/Hygon-device/specify-device-core-usage",
+            "userguide/hygon-device/enable-hygon-dcu-sharing",
+            "userguide/hygon-device/specify-device-memory-usage",
+            "userguide/hygon-device/specify-device-core-usage",
             {
               "type": "category",
               "label": "Examples",
               "key": "hygon-examples",
               "items": [
-                "userguide/Hygon-device/examples/allocate-core-and-memory",
-                "userguide/Hygon-device/examples/allocate-exclusive"
+                "userguide/hygon-device/examples/allocate-core-and-memory",
+                "userguide/hygon-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -117,16 +117,16 @@
           "type": "category",
           "label": "Share Mthreads GPU devices",
           "items": [
-            "userguide/Mthreads-device/enable-mthreads-gpu-sharing",
-            "userguide/Mthreads-device/specify-device-memory-usage",
-            "userguide/Mthreads-device/specify-device-core-usage",
+            "userguide/mthreads-device/enable-mthreads-gpu-sharing",
+            "userguide/mthreads-device/specify-device-memory-usage",
+            "userguide/mthreads-device/specify-device-core-usage",
             {
               "type": "category",
               "label": "Examples",
               "key": "mthreads-examples",
               "items": [
-                "userguide/Mthreads-device/examples/allocate-core-and-memory",
-                "userguide/Mthreads-device/examples/allocate-exclusive"
+                "userguide/mthreads-device/examples/allocate-core-and-memory",
+                "userguide/mthreads-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -135,14 +135,14 @@
           "type": "category",
           "label": "Share Illuvatar GPU devices",
           "items": [
-            "userguide/Iluvatar-device/enable-illuvatar-gpu-sharing",
+            "userguide/iluvatar-device/enable-illuvatar-gpu-sharing",
             {
               "type": "category",
               "label": "Examples",
               "key": "iluvatar-examples",
               "items": [
-                "userguide/Iluvatar-device/examples/allocate-device-core-and-memory-to-container",
-                "userguide/Iluvatar-device/examples/allocate-exclusive"
+                "userguide/iluvatar-device/examples/allocate-device-core-and-memory-to-container",
+                "userguide/iluvatar-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -151,7 +151,7 @@
           "type": "category",
           "label": "Share Enflame GCU devices",
           "items": [
-            "userguide/Enflame-device/enable-enflame-gcu-sharing"
+            "userguide/enflame-device/enable-enflame-gcu-sharing"
           ]
         },
         {
@@ -162,14 +162,14 @@
               "type": "category",
               "label": "Share Metax GPU devices",
               "items": [
-                "userguide/Metax-device/Metax-sGPU/enable-metax-gpu-sharing",
+                "userguide/metax-device/metax-sgpu/enable-metax-gpu-sharing",
                 {
                   "type": "category",
                   "label": "Examples",
                   "key": "metax-sgpu-examples",
                   "items": [
-                    "userguide/Metax-device/Metax-sGPU/examples/default-use",
-                    "userguide/Metax-device/Metax-sGPU/examples/allocate-exclusive"
+                    "userguide/metax-device/metax-sgpu/examples/default-use",
+                    "userguide/metax-device/metax-sgpu/examples/allocate-exclusive"
                   ]
                 }
               ]
@@ -178,17 +178,17 @@
               "type": "category",
               "label": "Metax GPU topology-aware scheduling",
               "items": [
-                "userguide/Metax-device/Metax-GPU/enable-metax-gpu-schedule",
-                "userguide/Metax-device/Metax-GPU/specify-binpack-task",
-                "userguide/Metax-device/Metax-GPU/specify-spread-task",
+                "userguide/metax-device/metax-gpu/enable-metax-gpu-schedule",
+                "userguide/metax-device/metax-gpu/specify-binpack-task",
+                "userguide/metax-device/metax-gpu/specify-spread-task",
                 {
                   "type": "category",
                   "label": "Examples",
                   "key": "metax-gpu-examples",
                   "items": [
-                    "userguide/Metax-device/Metax-GPU/examples/default-use",
-                    "userguide/Metax-device/Metax-GPU/examples/allocate-binpack",
-                    "userguide/Metax-device/Metax-GPU/examples/allocate-spread"
+                    "userguide/metax-device/metax-gpu/examples/default-use",
+                    "userguide/metax-device/metax-gpu/examples/allocate-binpack",
+                    "userguide/metax-device/metax-gpu/examples/allocate-spread"
                   ]
                 }
               ]
@@ -199,16 +199,16 @@
           "type": "category",
           "label": "Share Ascend devices",
           "items": [
-            "userguide/Ascend-device/enable-ascend-sharing",
-            "userguide/Ascend-device/device-template",
+            "userguide/ascend-device/enable-ascend-sharing",
+            "userguide/ascend-device/device-template",
             {
               "type": "category",
               "label": "Examples",
               "key": "ascend-examples",
               "items": [
-                "userguide/Ascend-device/examples/allocate-310p",
-                "userguide/Ascend-device/examples/allocate-910b",
-                "userguide/Ascend-device/examples/allocate-exclusive"
+                "userguide/ascend-device/examples/allocate-310p",
+                "userguide/ascend-device/examples/allocate-910b",
+                "userguide/ascend-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -221,15 +221,15 @@
               "type": "category",
               "label": "NVIDIA GPU",
               "items": [
-                "userguide/volcano-vgpu/NVIDIA-GPU/how-to-use-volcano-vgpu",
-                "userguide/volcano-vgpu/NVIDIA-GPU/monitor",
+                "userguide/volcano-vgpu/nvidia-gpu/how-to-use-volcano-vgpu",
+                "userguide/volcano-vgpu/nvidia-gpu/monitor",
                 {
                   "type": "category",
                   "label": "Examples",
                   "key": "volcano-vgpu-examples",
                   "items": [
-                    "userguide/volcano-vgpu/NVIDIA-GPU/examples/default_use",
-                    "userguide/volcano-vgpu/NVIDIA-GPU/examples/use_exclusive_gpu"
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/default-use",
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu"
                   ]
                 }
               ]
@@ -245,8 +245,8 @@
         "developers/build",
         "developers/protocol",
         "developers/scheduling",
-        "developers/HAMi-core-design",
-        "developers/Dynamic-mig",
+        "developers/hami-core-design",
+        "developers/dynamic-mig",
         "developers/mindmap"
       ]
     },
@@ -265,7 +265,7 @@
     },
     {
       "type": "doc",
-      "id": "FAQ/FAQ"
+      "id": "faq/faq"
     }
   ]
 }
diff --git a/versioned_sidebars/version-v2.7.0-sidebars.json b/versioned_sidebars/version-v2.7.0-sidebars.json
index c0159c92..eff6accb 100644
--- a/versioned_sidebars/version-v2.7.0-sidebars.json
+++ b/versioned_sidebars/version-v2.7.0-sidebars.json
@@ -43,7 +43,7 @@
       "label": "User Guide",
       "items": [
         "userguide/configure",
-        "userguide/Device-supported",
+        "userguide/device-supported",
         {
           "type": "category",
           "label": "Monitoring",
@@ -56,24 +56,24 @@
           "type": "category",
           "label": "Share NVIDIA GPU devices",
           "items": [
-            "userguide/NVIDIA-device/dynamic-mig-support",
-            "userguide/NVIDIA-device/specify-device-memory-usage",
-            "userguide/NVIDIA-device/specify-device-core-usage",
-            "userguide/NVIDIA-device/specify-device-type-to-use",
-            "userguide/NVIDIA-device/specify-device-uuid-to-use",
-            "userguide/NVIDIA-device/using-resourcequota",
+            "userguide/nvidia-device/dynamic-mig-support",
+            "userguide/nvidia-device/specify-device-memory-usage",
+            "userguide/nvidia-device/specify-device-core-usage",
+            "userguide/nvidia-device/specify-device-type-to-use",
+            "userguide/nvidia-device/specify-device-uuid-to-use",
+            "userguide/nvidia-device/using-resourcequota",
             {
               "type": "category",
               "label": "Examples",
               "key": "nvidia-examples",
               "items": [
-                "userguide/NVIDIA-device/examples/use-exclusive-card",
-                "userguide/NVIDIA-device/examples/allocate-device-memory",
-                "userguide/NVIDIA-device/examples/allocate-device-memory2",
-                "userguide/NVIDIA-device/examples/allocate-device-core",
-                "userguide/NVIDIA-device/examples/specify-card-type-to-use",
-                "userguide/NVIDIA-device/examples/specify-certain-card",
-                "userguide/NVIDIA-device/examples/dynamic-mig-example"
+                "userguide/nvidia-device/examples/use-exclusive-card",
+                "userguide/nvidia-device/examples/allocate-device-memory",
+                "userguide/nvidia-device/examples/allocate-device-memory2",
+                "userguide/nvidia-device/examples/allocate-device-core",
+                "userguide/nvidia-device/examples/specify-card-type-to-use",
+                "userguide/nvidia-device/examples/specify-certain-card",
+                "userguide/nvidia-device/examples/dynamic-mig-example"
               ]
             }
           ]
@@ -82,17 +82,17 @@
           "type": "category",
           "label": "Share Cambricon MLU devices",
           "items": [
-            "userguide/Cambricon-device/enable-cambricon-mlu-sharing",
-            "userguide/Cambricon-device/specify-device-memory-usage",
-            "userguide/Cambricon-device/specify-device-core-usage",
-            "userguide/Cambricon-device/specify-device-type-to-use",
+            "userguide/cambricon-device/enable-cambricon-mlu-sharing",
+            "userguide/cambricon-device/specify-device-memory-usage",
+            "userguide/cambricon-device/specify-device-core-usage",
+            "userguide/cambricon-device/specify-device-type-to-use",
             {
               "type": "category",
               "label": "Examples",
               "key": "cambricon-examples",
               "items": [
-                "userguide/Cambricon-device/examples/allocate-core-and-memory",
-                "userguide/Cambricon-device/examples/allocate-exclusive"
+                "userguide/cambricon-device/examples/allocate-core-and-memory",
+                "userguide/cambricon-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -101,18 +101,18 @@
           "type": "category",
           "label": "Share Hygon DCU devices",
           "items": [
-            "userguide/Hygon-device/enable-hygon-dcu-sharing",
-            "userguide/Hygon-device/specify-device-memory-usage",
-            "userguide/Hygon-device/specify-device-core-usage",
-            "userguide/Hygon-device/specify-device-uuid-to-use",
+            "userguide/hygon-device/enable-hygon-dcu-sharing",
+            "userguide/hygon-device/specify-device-memory-usage",
+            "userguide/hygon-device/specify-device-core-usage",
+            "userguide/hygon-device/specify-device-uuid-to-use",
             {
               "type": "category",
               "label": "Examples",
               "key": "hygon-examples",
               "items": [
-                "userguide/Hygon-device/examples/allocate-core-and-memory",
-                "userguide/Hygon-device/examples/allocate-exclusive",
-                "userguide/Hygon-device/examples/specify-certain-cards"
+                "userguide/hygon-device/examples/allocate-core-and-memory",
+                "userguide/hygon-device/examples/allocate-exclusive",
+                "userguide/hygon-device/examples/specify-certain-cards"
               ]
             }
           ]
@@ -121,16 +121,16 @@
           "type": "category",
           "label": "Share Mthreads GPU devices",
           "items": [
-            "userguide/Mthreads-device/enable-mthreads-gpu-sharing",
-            "userguide/Mthreads-device/specify-device-memory-usage",
-            "userguide/Mthreads-device/specify-device-core-usage",
+            "userguide/mthreads-device/enable-mthreads-gpu-sharing",
+            "userguide/mthreads-device/specify-device-memory-usage",
+            "userguide/mthreads-device/specify-device-core-usage",
             {
               "type": "category",
               "label": "Examples",
               "key": "mthreads-examples",
               "items": [
-                "userguide/Mthreads-device/examples/allocate-core-and-memory",
-                "userguide/Mthreads-device/examples/allocate-exclusive"
+                "userguide/mthreads-device/examples/allocate-core-and-memory",
+                "userguide/mthreads-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -139,14 +139,14 @@
           "type": "category",
           "label": "Share Illuvatar GPU devices",
           "items": [
-            "userguide/Iluvatar-device/enable-illuvatar-gpu-sharing",
+            "userguide/iluvatar-device/enable-illuvatar-gpu-sharing",
             {
               "type": "category",
               "label": "Examples",
               "key": "iluvatar-examples",
               "items": [
-                "userguide/Iluvatar-device/examples/allocate-device-core-and-memory-to-container",
-                "userguide/Iluvatar-device/examples/allocate-exclusive"
+                "userguide/iluvatar-device/examples/allocate-device-core-and-memory-to-container",
+                "userguide/iluvatar-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -155,21 +155,21 @@
           "type": "category",
           "label": "Share Enflame GCU devices",
           "items": [
-            "userguide/Enflame-device/enable-enflame-gcu-sharing"
+            "userguide/enflame-device/enable-enflame-gcu-sharing"
           ]
         },
         {
           "type": "category",
           "label": "Managing AWS Neuron devices",
           "items": [
-            "userguide/AWSNeuron-device/enable-awsneuron-managing",
+            "userguide/awsneuron-device/enable-awsneuron-managing",
             {
               "type": "category",
               "label": "Examples",
               "key": "awsneuron-examples",
               "items": [
-                "userguide/AWSNeuron-device/examples/allocate-neuron-core",
-                "userguide/AWSNeuron-device/examples/allocate-neuron-device"
+                "userguide/awsneuron-device/examples/allocate-neuron-core",
+                "userguide/awsneuron-device/examples/allocate-neuron-device"
               ]
             }
           ]
@@ -178,15 +178,15 @@
           "type": "category",
           "label": "Optimize Kunlunxin devices scheduling",
           "items": [
-            "userguide/Kunlunxin-device/enable-kunlunxin-schedule",
-            "userguide/Kunlunxin-device/enable-kunlunxin-vxpu",
+            "userguide/kunlunxin-device/enable-kunlunxin-schedule",
+            "userguide/kunlunxin-device/enable-kunlunxin-vxpu",
             {
               "type": "category",
               "label": "Examples",
               "key": "kunlunxin-examples",
               "items": [
-                "userguide/Kunlunxin-device/examples/allocate_whole_xpu",
-                "userguide/Kunlunxin-device/examples/allocate_vxpu"
+                "userguide/kunlunxin-device/examples/allocate-whole-xpu",
+                "userguide/kunlunxin-device/examples/allocate-vxpu"
               ]
             }
           ]
@@ -199,15 +199,15 @@
               "type": "category",
               "label": "Share Metax GPU devices",
               "items": [
-                "userguide/Metax-device/Metax-sGPU/enable-metax-gpu-sharing",
+                "userguide/metax-device/metax-sgpu/enable-metax-gpu-sharing",
                 {
                   "type": "category",
                   "label": "Examples",
                   "key": "metax-sgpu-examples",
                   "items": [
-                    "userguide/Metax-device/Metax-sGPU/examples/default-use",
-                    "userguide/Metax-device/Metax-sGPU/examples/allocate-exclusive",
-                    "userguide/Metax-device/Metax-sGPU/examples/allocate-qos-policy"
+                    "userguide/metax-device/metax-sgpu/examples/default-use",
+                    "userguide/metax-device/metax-sgpu/examples/allocate-exclusive",
+                    "userguide/metax-device/metax-sgpu/examples/allocate-qos-policy"
                   ]
                 }
               ]
@@ -216,17 +216,17 @@
               "type": "category",
               "label": "Metax GPU topology-aware scheduling",
               "items": [
-                "userguide/Metax-device/Metax-GPU/enable-metax-gpu-schedule",
-                "userguide/Metax-device/Metax-GPU/specify-binpack-task",
-                "userguide/Metax-device/Metax-GPU/specify-spread-task",
+                "userguide/metax-device/metax-gpu/enable-metax-gpu-schedule",
+                "userguide/metax-device/metax-gpu/specify-binpack-task",
+                "userguide/metax-device/metax-gpu/specify-spread-task",
                 {
                   "type": "category",
                   "label": "Examples",
                   "key": "metax-gpu-examples",
                   "items": [
-                    "userguide/Metax-device/Metax-GPU/examples/default-use",
-                    "userguide/Metax-device/Metax-GPU/examples/allocate-binpack",
-                    "userguide/Metax-device/Metax-GPU/examples/allocate-spread"
+                    "userguide/metax-device/metax-gpu/examples/default-use",
+                    "userguide/metax-device/metax-gpu/examples/allocate-binpack",
+                    "userguide/metax-device/metax-gpu/examples/allocate-spread"
                   ]
                 }
               ]
@@ -237,16 +237,16 @@
           "type": "category",
           "label": "Share Ascend devices",
           "items": [
-            "userguide/Ascend-device/enable-ascend-sharing",
-            "userguide/Ascend-device/device-template",
+            "userguide/ascend-device/enable-ascend-sharing",
+            "userguide/ascend-device/device-template",
             {
               "type": "category",
               "label": "Examples",
               "key": "ascend-examples",
               "items": [
-                "userguide/Ascend-device/examples/allocate-310p",
-                "userguide/Ascend-device/examples/allocate-910b",
-                "userguide/Ascend-device/examples/allocate-exclusive"
+                "userguide/ascend-device/examples/allocate-310p",
+                "userguide/ascend-device/examples/allocate-910b",
+                "userguide/ascend-device/examples/allocate-exclusive"
               ]
             }
           ]
@@ -259,15 +259,15 @@
               "type": "category",
               "label": "NVIDIA GPU",
               "items": [
-                "userguide/volcano-vgpu/NVIDIA-GPU/how-to-use-volcano-vgpu",
-                "userguide/volcano-vgpu/NVIDIA-GPU/monitor",
+                "userguide/volcano-vgpu/nvidia-gpu/how-to-use-volcano-vgpu",
+                "userguide/volcano-vgpu/nvidia-gpu/monitor",
                 {
                   "type": "category",
                   "label": "Examples",
                   "key": "volcano-vgpu-examples",
                   "items": [
-                    "userguide/volcano-vgpu/NVIDIA-GPU/examples/default_use",
-                    "userguide/volcano-vgpu/NVIDIA-GPU/examples/use_exclusive_gpu"
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/default-use",
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu"
                   ]
                 }
               ]
@@ -283,8 +283,8 @@
         "developers/build",
         "developers/protocol",
         "developers/scheduling",
-        "developers/HAMi-core-design",
-        "developers/Dynamic-mig",
+        "developers/hami-core-design",
+        "developers/dynamic-mig",
         "developers/kunlunxin-topology",
         "developers/mindmap"
       ]
@@ -304,7 +304,7 @@
     },
     {
       "type": "doc",
-      "id": "FAQ/FAQ"
+      "id": "faq/faq"
     }
   ]
 }
diff --git a/versioned_sidebars/version-v2.8.0-sidebars.json b/versioned_sidebars/version-v2.8.0-sidebars.json
index 222bc0ca..f71d1f0e 100644
--- a/versioned_sidebars/version-v2.8.0-sidebars.json
+++ b/versioned_sidebars/version-v2.8.0-sidebars.json
@@ -45,7 +45,7 @@
       "label": "User Guide",
       "items": [
         "userguide/configure",
-        "userguide/Device-supported",
+        "userguide/device-supported",
         {
           "type": "category",
           "label": "Monitoring",
@@ -148,10 +148,10 @@
               "label": "Examples",
               "key": "iluvatar-examples",
               "items": [
-                "userguide/iluvatar-device/examples/allocate-BI-V150",
-                "userguide/iluvatar-device/examples/allocate-MR-V100",
-                "userguide/iluvatar-device/examples/allocate-exclusive-BI-V150",
-                "userguide/iluvatar-device/examples/allocate-exclusive-MR-V100"
+                "userguide/iluvatar-device/examples/allocate-bi-v150",
+                "userguide/iluvatar-device/examples/allocate-mr-v100",
+                "userguide/iluvatar-device/examples/allocate-exclusive-bi-v150",
+                "userguide/iluvatar-device/examples/allocate-exclusive-mr-v100"
               ]
             }
           ]
@@ -190,8 +190,8 @@
               "label": "Examples",
               "key": "kunlunxin-examples",
               "items": [
-                "userguide/kunlunxin-device/examples/allocate_whole_xpu",
-                "userguide/kunlunxin-device/examples/allocate_vxpu"
+                "userguide/kunlunxin-device/examples/allocate-whole-xpu",
+                "userguide/kunlunxin-device/examples/allocate-vxpu"
               ]
             }
           ]
@@ -271,8 +271,8 @@
                   "label": "Examples",
                   "key": "volcano-vgpu-examples",
                   "items": [
-                    "userguide/volcano-vgpu/nvidia-gpu/examples/default_use",
-                    "userguide/volcano-vgpu/nvidia-gpu/examples/use_exclusive_gpu"
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/default-use",
+                    "userguide/volcano-vgpu/nvidia-gpu/examples/use-exclusive-gpu"
                   ]
                 }
               ]
@@ -289,7 +289,7 @@
               "label": "Examples",
               "key": "kueue-examples",
               "items": [
-                "userguide/kueue/examples/defalt_use"
+                "userguide/kueue/examples/defalt-use"
               ]
             }
           ]
@@ -303,8 +303,8 @@
         "developers/build",
         "developers/protocol",
         "developers/scheduling",
-        "developers/HAMi-core-design",
-        "developers/Dynamic-mig",
+        "developers/hami-core-design",
+        "developers/dynamic-mig",
         "developers/kunlunxin-topology",
         "developers/mindmap"
       ]
@@ -324,7 +324,7 @@
     },
     {
       "type": "doc",
-      "id": "FAQ/FAQ"
+      "id": "faq/faq"
     }
   ]
 }