diff --git a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/Design_Documents/KV_Cache_Pool_Guide.po b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/Design_Documents/KV_Cache_Pool_Guide.po
index 78d0fde1..9c2fa065 100644
--- a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/Design_Documents/KV_Cache_Pool_Guide.po
+++ b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/Design_Documents/KV_Cache_Pool_Guide.po
@@ -134,7 +134,7 @@ msgstr ""
 
 #: ../../source/developer_guide/Design_Documents/KV_Cache_Pool_Guide.md:31
 msgid "1. Combining KV Cache Pool with on-chip memory Prefix Caching"
-msgstr "1. 将 KV 缓存池与片上内存前缀缓存结合"
+msgstr "1.将 KV 缓存池与片上内存前缀缓存结合"
 
 #: ../../source/developer_guide/Design_Documents/KV_Cache_Pool_Guide.md:33
 msgid ""
@@ -182,7 +182,7 @@ msgstr "将 KV 池中的 KV 缓存加载到片上内存后，剩余过程与片
 
 #: ../../source/developer_guide/Design_Documents/KV_Cache_Pool_Guide.md:46
 msgid "2. Combining KV Cache Pool with Mooncake PD Disaggregation"
-msgstr "2. 将 KV 缓存池与 Mooncake PD 解耦结合"
+msgstr "2.将 KV 缓存池与 Mooncake PD 解耦结合"
 
 #: ../../source/developer_guide/Design_Documents/KV_Cache_Pool_Guide.md:48
 msgid ""
diff --git a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/Design_Documents/disaggregated_prefill.po b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/Design_Documents/disaggregated_prefill.po
index b31960da..4f91e790 100644
--- a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/Design_Documents/disaggregated_prefill.po
+++ b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/Design_Documents/disaggregated_prefill.po
@@ -96,7 +96,7 @@ msgstr "工作原理"
 
 #: ../../source/developer_guide/Design_Documents/disaggregated_prefill.md:29
 msgid "1. Design Approach"
-msgstr "1. 设计思路"
+msgstr "1.设计思路"
 
 #: ../../source/developer_guide/Design_Documents/disaggregated_prefill.md:31
 msgid ""
@@ -110,7 +110,7 @@ msgstr ""
 
 #: ../../source/developer_guide/Design_Documents/disaggregated_prefill.md:33
 msgid "2. Implementation Design"
-msgstr "2. 实现设计"
+msgstr "2.实现设计"
 
 #: ../../source/developer_guide/Design_Documents/disaggregated_prefill.md:35
 msgid ""
@@ -246,7 +246,7 @@ msgstr "**MooncakeConnectorWorker**：用于在工作进程中管理 KV 缓存
 
 #: ../../source/developer_guide/Design_Documents/disaggregated_prefill.md:64
 msgid "4. Specifications Design"
-msgstr "4. 规格设计"
+msgstr "4.规格设计"
 
 #: ../../source/developer_guide/Design_Documents/disaggregated_prefill.md:66
 msgid ""
@@ -322,7 +322,7 @@ msgstr "DFX 分析"
 
 #: ../../source/developer_guide/Design_Documents/disaggregated_prefill.md:87
 msgid "1. Config Parameter Validation"
-msgstr "1. 配置参数验证"
+msgstr "1.配置参数验证"
 
 #: ../../source/developer_guide/Design_Documents/disaggregated_prefill.md:89
 msgid ""
@@ -335,7 +335,7 @@ msgstr ""
 
 #: ../../source/developer_guide/Design_Documents/disaggregated_prefill.md:91
 msgid "2. Port Conflict Detection"
-msgstr "2. 端口冲突检测"
+msgstr "2.端口冲突检测"
 
 #: ../../source/developer_guide/Design_Documents/disaggregated_prefill.md:93
 msgid ""
@@ -348,7 +348,7 @@ msgstr ""
 
 #: ../../source/developer_guide/Design_Documents/disaggregated_prefill.md:95
 msgid "3. PD Ratio Validation"
-msgstr "3. PD 比例验证"
+msgstr "3.PD 比例验证"
 
 #: ../../source/developer_guide/Design_Documents/disaggregated_prefill.md:97
 msgid ""
diff --git a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/Design_Documents/eplb_swift_balancer.po b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/Design_Documents/eplb_swift_balancer.po
index 034ab42e..87e9d84f 100644
--- a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/Design_Documents/eplb_swift_balancer.po
+++ b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/Design_Documents/eplb_swift_balancer.po
@@ -434,6 +434,10 @@ msgstr ""
 msgid "Consistency"
 msgstr "一致性"
 
+#: ../../source/developer_guide/Design_Documents/eplb_swift_balancer.md:236
+msgid "Expert Map"
+msgstr "专家映射"
+
 #: ../../source/developer_guide/Design_Documents/eplb_swift_balancer.md:237
 msgid ""
 "The expert map must be globally unique during initialization and update. "
diff --git a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_ais_bench.po b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_ais_bench.po
index e58e6652..e421ef02 100644
--- a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_ais_bench.po
+++ b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_ais_bench.po
@@ -38,7 +38,7 @@ msgstr "在线服务器"
 
 #: ../../source/developer_guide/evaluation/using_ais_bench.md:7
 msgid "1. Start the vLLM server"
-msgstr "1. 启动 vLLM 服务器"
+msgstr "1.启动 vLLM 服务器"
 
 #: ../../source/developer_guide/evaluation/using_ais_bench.md:9
 msgid "You can run docker container to start the vLLM server on a single NPU:"
@@ -60,7 +60,7 @@ msgstr "如果看到如下日志，则 vLLM 服务器启动成功："
 
 #: ../../source/developer_guide/evaluation/using_ais_bench.md:56
 msgid "2. Run different datasets using AISBench"
-msgstr "2. 使用 AISBench 运行不同数据集"
+msgstr "2.使用 AISBench 运行不同数据集"
 
 #: ../../source/developer_guide/evaluation/using_ais_bench.md:58
 msgid "Install AISBench"
@@ -227,7 +227,7 @@ msgstr "执行后，您可以从保存的文件中获取结果，示例如下：
 
 #: ../../source/developer_guide/evaluation/using_ais_bench.md:300
 msgid "3. Troubleshooting"
-msgstr "3. 故障排除"
+msgstr "3.故障排除"
 
 #: ../../source/developer_guide/evaluation/using_ais_bench.md:302
 msgid "Invalid Image Path Error"
diff --git a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_evalscope.po b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_evalscope.po
index cc4b49d7..ccbdf895 100644
--- a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_evalscope.po
+++ b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_evalscope.po
@@ -28,7 +28,7 @@ msgstr ""
 
 #: ../../source/developer_guide/evaluation/using_evalscope.md:5
 msgid "1. Online server"
-msgstr "1. 在线服务器"
+msgstr "1.在线服务器"
 
 #: ../../source/developer_guide/evaluation/using_evalscope.md:7
 msgid "You can run docker container to start the vLLM server on a single NPU:"
@@ -48,7 +48,7 @@ msgstr "服务器启动后，你可以在新的终端中使用输入提示词查
 
 #: ../../source/developer_guide/evaluation/using_evalscope.md:56
 msgid "2. Install EvalScope using pip"
-msgstr "2. 使用 pip 安装 EvalScope"
+msgstr "2.使用 pip 安装 EvalScope"
 
 #: ../../source/developer_guide/evaluation/using_evalscope.md:58
 msgid "You can install EvalScope as follows:"
@@ -56,7 +56,7 @@ msgstr "你可以通过以下方式安装 EvalScope："
 
 #: ../../source/developer_guide/evaluation/using_evalscope.md:66
 msgid "3. Run GSM8K using EvalScope for accuracy testing"
-msgstr "3. 使用 EvalScope 运行 GSM8K 进行精度测试"
+msgstr "3.使用 EvalScope 运行 GSM8K 进行精度测试"
 
 #: ../../source/developer_guide/evaluation/using_evalscope.md:68
 msgid ""
@@ -81,7 +81,7 @@ msgstr ""
 
 #: ../../source/developer_guide/evaluation/using_evalscope.md:92
 msgid "4. Run model inference stress testing using EvalScope"
-msgstr "4. 使用 EvalScope 运行模型推理压力测试"
+msgstr "4.使用 EvalScope 运行模型推理压力测试"
 
 #: ../../source/developer_guide/evaluation/using_evalscope.md:94
 msgid "Install EvalScope[perf] using pip"
diff --git a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_lm_eval.po b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_lm_eval.po
index ee01492d..c6856465 100644
--- a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_lm_eval.po
+++ b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_lm_eval.po
@@ -33,7 +33,7 @@ msgstr "在线服务器"
 
 #: ../../source/developer_guide/evaluation/using_lm_eval.md:7
 msgid "1. Start the vLLM server"
-msgstr "1. 启动 vLLM 服务器"
+msgstr "1.启动 vLLM 服务器"
 
 #: ../../source/developer_guide/evaluation/using_lm_eval.md:9
 msgid "You can run docker container to start the vLLM server on a single NPU:"
@@ -48,7 +48,7 @@ msgid ""
 "2. Run GSM8K using the vLLM server (curl) and then run lm-eval for "
 "accuracy testing"
 msgstr ""
-"2. 使用 vLLM 服务器（curl）运行 GSM8K，然后运行 lm-eval 进行准确率测试"
+"2.使用 vLLM 服务器（curl）运行 GSM8K，然后运行 lm-eval 进行准确率测试"
 
 #: ../../source/developer_guide/evaluation/using_lm_eval.md:48
 msgid "You can query the result with input prompts:"
@@ -90,7 +90,7 @@ msgstr "离线服务器"
 
 #: ../../source/developer_guide/evaluation/using_lm_eval.md:145
 msgid "1. Run docker container"
-msgstr "1. 运行 docker 容器"
+msgstr "1.运行 docker 容器"
 
 #: ../../source/developer_guide/evaluation/using_lm_eval.md:147
 msgid "You can run docker container on a single NPU:"
@@ -98,7 +98,7 @@ msgstr "您可以在单个 NPU 上运行 docker 容器："
 
 #: ../../source/developer_guide/evaluation/using_lm_eval.md:175
 msgid "2. Run GSM8K using lm-eval for accuracy testing"
-msgstr "2. 使用 lm-eval 运行 GSM8K 进行准确率测试"
+msgstr "2.使用 lm-eval 运行 GSM8K 进行准确率测试"
 
 #: ../../source/developer_guide/evaluation/using_lm_eval.md:203
 msgid "After 1 to 2 minutes, the output is shown below:"
diff --git a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_opencompass.po b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_opencompass.po
index 4c860d0e..be6d0247 100644
--- a/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_opencompass.po
+++ b/docs/source/locale/zh_CN/LC_MESSAGES/developer_guide/evaluation/using_opencompass.po
@@ -33,7 +33,7 @@ msgstr ""
 
 #: ../../source/developer_guide/evaluation/using_opencompass.md:5
 msgid "1. Online Server"
-msgstr "1. 在线服务"
+msgstr "1.在线服务"
 
 #: ../../source/developer_guide/evaluation/using_opencompass.md:7
 msgid "You can run a docker container to start the vLLM server on a single NPU:"
@@ -53,7 +53,7 @@ msgstr "服务器启动后，你可以在新的终端中使用输入提示词来
 msgid ""
 "2. Run C-Eval (a Chinese language model evaluation benchmark) using "
 "OpenCompass for accuracy testing"
-msgstr "2. 使用 OpenCompass 运行 C-Eval 进行准确率测试"
+msgstr "2.使用 OpenCompass 运行 C-Eval 进行准确率测试"
 
 #: ../../source/developer_guide/evaluation/using_opencompass.md:58
 msgid ""
diff --git a/docs/source/locale/zh_CN/LC_MESSAGES/faqs.po b/docs/source/locale/zh_CN/LC_MESSAGES/faqs.po
index d0e2f65f..9901e8c0 100644
--- a/docs/source/locale/zh_CN/LC_MESSAGES/faqs.po
+++ b/docs/source/locale/zh_CN/LC_MESSAGES/faqs.po
@@ -49,7 +49,7 @@ msgstr "通用常见问题"
 
 #: ../../source/faqs.md:10
 msgid "1. What devices are currently supported?"
-msgstr "1. 目前支持哪些设备？"
+msgstr "1.目前支持哪些设备？"
 
 #: ../../source/faqs.md:12
 msgid ""
@@ -115,7 +115,7 @@ msgstr ""
 
 #: ../../source/faqs.md:28
 msgid "2. How to get our docker containers?"
-msgstr "2. 如何获取我们的 Docker 容器？"
+msgstr "2.如何获取我们的 Docker 容器？"
 
 #: ../../source/faqs.md:30
 msgid ""
@@ -154,7 +154,7 @@ msgstr "**在无互联网访问权限的环境中导入 Docker 镜像：**"
 
 #: ../../source/faqs.md:70
 msgid "3. What models does vllm-ascend supports?"
-msgstr "3. vllm-ascend 支持哪些模型？"
+msgstr "3.vllm-ascend 支持哪些模型？"
 
 #: ../../source/faqs.md:72
 msgid ""
@@ -164,7 +164,7 @@ msgstr "更多详细信息请参见[<u>此处</u>](https://docs.vllm.ai/projects
 
 #: ../../source/faqs.md:74
 msgid "4. How to get in touch with our community?"
-msgstr "4. 如何与我们的社区取得联系？"
+msgstr "4.如何与我们的社区取得联系？"
 
 #: ../../source/faqs.md:76
 msgid ""
@@ -205,7 +205,7 @@ msgstr ""
 
 #: ../../source/faqs.md:83
 msgid "5. What features does vllm-ascend V1 supports?"
-msgstr "5. vllm-ascend V1 支持哪些功能？"
+msgstr "5.vllm-ascend V1 支持哪些功能？"
 
 #: ../../source/faqs.md:85
 msgid ""
@@ -217,7 +217,7 @@ msgstr "更多详细信息请参见[<u>此处</u>](https://docs.vllm.ai/projects
 msgid ""
 "6. How to solve the problem of \"Failed to infer device type\" or "
 "\"libatb.so: cannot open shared object file\"?"
-msgstr "6. 如何解决“无法推断设备类型”或“libatb.so：无法打开共享对象文件”的问题？"
+msgstr "6.如何解决“无法推断设备类型”或“libatb.so：无法打开共享对象文件”的问题？"
 
 #: ../../source/faqs.md:89
 msgid ""
@@ -251,7 +251,7 @@ msgstr "如果以上所有步骤都无法解决问题，请随时提交一个 Gi
 
 #: ../../source/faqs.md:105
 msgid "7. How vllm-ascend work with vLLM?"
-msgstr "7. vllm-ascend 如何与 vLLM 协同工作？"
+msgstr "7.vllm-ascend 如何与 vLLM 协同工作？"
 
 #: ../../source/faqs.md:107
 msgid ""
@@ -266,7 +266,7 @@ msgstr ""
 
 #: ../../source/faqs.md:109
 msgid "8. Does vllm-ascend support Prefill Disaggregation feature?"
-msgstr "8. vllm-ascend 是否支持 Prefill Disaggregation 功能？"
+msgstr "8.vllm-ascend 是否支持 Prefill Disaggregation 功能？"
 
 #: ../../source/faqs.md:111
 msgid ""
@@ -280,7 +280,7 @@ msgstr ""
 
 #: ../../source/faqs.md:113
 msgid "9. Does vllm-ascend support quantization method?"
-msgstr "9. vllm-ascend 是否支持量化方法？"
+msgstr "9.vllm-ascend 是否支持量化方法？"
 
 #: ../../source/faqs.md:115
 msgid ""
@@ -290,7 +290,7 @@ msgstr "目前，vllm-ascend 已支持 w8a8、w4a8 和 w4a4 量化方法。"
 
 #: ../../source/faqs.md:117
 msgid "10. How is vllm-ascend tested?"
-msgstr "10. vllm-ascend 是如何测试的？"
+msgstr "10.vllm-ascend 是如何测试的？"
 
 #: ../../source/faqs.md:119
 msgid ""
@@ -339,7 +339,7 @@ msgstr "对于每个版本，我们未来都将发布性能测试和准确性测
 
 #: ../../source/faqs.md:131
 msgid "11. How to fix the error \"InvalidVersion\" when using vllm-ascend?"
-msgstr "11. 使用 vllm-ascend 时如何修复 \"InvalidVersion\" 错误？"
+msgstr "11.使用 vllm-ascend 时如何修复 \"InvalidVersion\" 错误？"
 
 #: ../../source/faqs.md:133
 msgid ""
@@ -356,7 +356,7 @@ msgstr ""
 
 #: ../../source/faqs.md:135
 msgid "12. How to handle the out-of-memory issue?"
-msgstr "12. 如何处理内存不足问题？"
+msgstr "12.如何处理内存不足问题？"
 
 #: ../../source/faqs.md:137
 msgid ""
@@ -410,7 +410,7 @@ msgstr ""
 
 #: ../../source/faqs.md:147
 msgid "13. Failed to enable NPU graph mode when running DeepSeek"
-msgstr "13. 运行 DeepSeek 时无法启用 NPU 图模式"
+msgstr "13.运行 DeepSeek 时无法启用 NPU 图模式"
 
 #: ../../source/faqs.md:149
 msgid ""
@@ -438,7 +438,7 @@ msgstr ""
 msgid ""
 "14. Failed to reinstall vllm-ascend from source after uninstalling vllm-"
 "ascend"
-msgstr "14. 卸载 vllm-ascend 后无法从源码重新安装 vllm-ascend"
+msgstr "14.卸载 vllm-ascend 后无法从源码重新安装 vllm-ascend"
 
 #: ../../source/faqs.md:160
 msgid ""
@@ -452,7 +452,7 @@ msgstr ""
 
 #: ../../source/faqs.md:162
 msgid "15. How to generate deterministic results when using vllm-ascend?"
-msgstr "15. 使用 vllm-ascend 时如何生成确定性结果？"
+msgstr "15.使用 vllm-ascend 时如何生成确定性结果？"
 
 #: ../../source/faqs.md:164
 msgid "There are several factors that affect output determinism:"
@@ -473,7 +473,7 @@ msgid ""
 "16. How to fix the error \"ImportError: Please install vllm[audio] for "
 "audio support\" for the Qwen2.5-Omni model？"
 msgstr ""
-"16. 对于 Qwen2.5-Omni 模型，如何修复 \"ImportError: Please install vllm[audio] for"
+"16.对于 Qwen2.5-Omni 模型，如何修复 \"ImportError: Please install vllm[audio] for"
 " audio support\" 错误？"
 
 #: ../../source/faqs.md:202
@@ -493,7 +493,7 @@ msgstr ""
 msgid ""
 "17. How to troubleshoot and resolve size capture failures resulting from "
 "stream resource exhaustion, and what are the underlying causes?"
-msgstr "17. 如何排查和解决因流资源耗尽导致的尺寸捕获失败，其根本原因是什么？"
+msgstr "17.如何排查和解决因流资源耗尽导致的尺寸捕获失败，其根本原因是什么？"
 
 #: ../../source/faqs.md:213
 msgid "Recommended mitigation strategies:"
@@ -531,7 +531,7 @@ msgstr ""
 
 #: ../../source/faqs.md:221
 msgid "18. How to install custom version of torch_npu?"
-msgstr "18. 如何安装自定义版本的 torch_npu？"
+msgstr "18.如何安装自定义版本的 torch_npu？"
 
 #: ../../source/faqs.md:223
 msgid ""
@@ -546,7 +546,7 @@ msgstr ""
 msgid ""
 "19. On certain systems (e.g., Kylin OS), `docker pull` may fail with an "
 "`invalid tar header` error"
-msgstr "19. 在某些系统上（例如 Kylin OS），`docker pull` 可能因 `invalid tar header` 错误而失败"
+msgstr "19.在某些系统上（例如 Kylin OS），`docker pull` 可能因 `invalid tar header` 错误而失败"
 
 #: ../../source/faqs.md:227
 msgid ""
@@ -581,7 +581,7 @@ msgstr "将 `vllm_ascend_<tag>.tar` 文件（其中 `<tag>` 是你使用的镜
 msgid ""
 "20. Why am I getting an error when executing the script to start a Docker"
 " container? The error message is: \"operation not permitted\""
-msgstr "20. 为什么执行启动 Docker 容器的脚本时会出错？错误信息是：\"operation not permitted\""
+msgstr "20.为什么执行启动 Docker 容器的脚本时会出错？错误信息是：\"operation not permitted\""
 
 #: ../../source/faqs.md:254
 msgid ""
@@ -598,7 +598,7 @@ msgstr ""
 
 #: ../../source/faqs.md:256
 msgid "21. How to achieve low latency in a small batch scenario?"
-msgstr "21. 如何在小批量场景下实现低延迟？"
+msgstr "21.如何在小批量场景下实现低延迟？"
 
 #: ../../source/faqs.md:258
 msgid ""
@@ -636,7 +636,7 @@ msgstr ""
 msgid ""
 "22. How to set `SOC_VERSION` when building from source on a CPU-only "
 "machine?"
-msgstr "22. 在仅含 CPU 的机器上从源码构建时，如何设置 `SOC_VERSION`？"
+msgstr "22.在仅含 CPU 的机器上从源码构建时，如何设置 `SOC_VERSION`？"
 
 #: ../../source/faqs.md:271
 msgid ""
@@ -654,7 +654,7 @@ msgstr "你可以参考 `Dockerfile*` 中的默认值。例如："
 
 #: ../../source/faqs.md:289
 msgid "23. Compilation error occasionally encounters with triton-ascend"
-msgstr "23. triton-ascend 偶尔遇到编译错误"
+msgstr "23.triton-ascend 偶尔遇到编译错误"
 
 #: ../../source/faqs.md:291
 msgid ""
@@ -670,7 +670,7 @@ msgstr ""
 
 #: ../../source/faqs.md:300
 msgid "24. Why TPOT increases drastically as concurrency grows?"
-msgstr "24. 为什么 TPOT 随着并发增长而急剧增加？"
+msgstr "24.为什么 TPOT 随着并发增长而急剧增加？"
 
 #: ../../source/faqs.md:302
 msgid ""
diff --git a/docs/source/locale/zh_CN/LC_MESSAGES/installation.po b/docs/source/locale/zh_CN/LC_MESSAGES/installation.po
index bdc91b07..258ceae6 100644
--- a/docs/source/locale/zh_CN/LC_MESSAGES/installation.po
+++ b/docs/source/locale/zh_CN/LC_MESSAGES/installation.po
@@ -470,11 +470,11 @@ msgstr "互连验证"
 
 #: ../../source/installation.md:376
 msgid "1. Get NPU IP Addresses"
-msgstr "1. 获取 NPU IP 地址"
+msgstr "1.获取 NPU IP 地址"
 
 #: ../../source/installation.md:399
 msgid "2. Cross-Node PING Test"
-msgstr "2. 跨节点 PING 测试"
+msgstr "2.跨节点 PING 测试"
 
 #: ../../source/installation.md:406
 msgid "Run Container In Each Node"
diff --git a/docs/source/locale/zh_CN/LC_MESSAGES/user_guide/feature_guide/kv_pool.po b/docs/source/locale/zh_CN/LC_MESSAGES/user_guide/feature_guide/kv_pool.po
index 89399848..ab67ccc5 100644
--- a/docs/source/locale/zh_CN/LC_MESSAGES/user_guide/feature_guide/kv_pool.po
+++ b/docs/source/locale/zh_CN/LC_MESSAGES/user_guide/feature_guide/kv_pool.po
@@ -285,7 +285,7 @@ msgstr "运行 Mooncake Master"
 
 #: ../../source/user_guide/feature_guide/kv_pool.md:109
 msgid "1.Configure mooncake.json"
-msgstr "1. 配置 mooncake.json"
+msgstr "1.配置 mooncake.json"
 
 #: ../../source/user_guide/feature_guide/kv_pool.md:111
 msgid ""
@@ -307,7 +307,7 @@ msgstr ""
 
 #: ../../source/user_guide/feature_guide/kv_pool.md:129
 msgid "2.Start mooncake_master"
-msgstr "2. 启动 mooncake_master"
+msgstr "2.启动 mooncake_master"
 
 #: ../../source/user_guide/feature_guide/kv_pool.md:131
 msgid "Under the mooncake folder:"
@@ -335,7 +335,7 @@ msgstr "PD 解耦场景"
 #: ../../source/user_guide/feature_guide/kv_pool.md:142
 #: ../../source/user_guide/feature_guide/kv_pool.md:605
 msgid "1.Run `prefill` Node and `decode` Node"
-msgstr "1. 运行 `prefill` 节点和 `decode` 节点"
+msgstr "1.运行 `prefill` 节点和 `decode` 节点"
 
 #: ../../source/user_guide/feature_guide/kv_pool.md:144
 msgid ""
@@ -392,7 +392,7 @@ msgstr "将 localhost 更改为您的实际 IP 地址。"
 
 #: ../../source/user_guide/feature_guide/kv_pool.md:321
 msgid "3.Run Inference"
-msgstr "3. 运行推理"
+msgstr "3.运行推理"
 
 #: ../../source/user_guide/feature_guide/kv_pool.md:323
 msgid ""
@@ -417,7 +417,7 @@ msgstr "PD混合推理"
 #: ../../source/user_guide/feature_guide/kv_pool.md:339
 #: ../../source/user_guide/feature_guide/kv_pool.md:916
 msgid "1.Run Mixed Department Script"
-msgstr "1. 运行混合部署脚本"
+msgstr "1.运行混合部署脚本"
 
 #: ../../source/user_guide/feature_guide/kv_pool.md:345
 #: ../../source/user_guide/feature_guide/kv_pool.md:1056
@@ -426,7 +426,7 @@ msgstr "pd_mix.sh 内容："
 
 #: ../../source/user_guide/feature_guide/kv_pool.md:384
 msgid "2.Run Inference"
-msgstr "2. 运行推理"
+msgstr "2.运行推理"
 
 #: ../../source/user_guide/feature_guide/kv_pool.md:386
 msgid ""
diff --git a/docs/source/locale/zh_CN/LC_MESSAGES/user_guide/feature_guide/large_scale_ep.po b/docs/source/locale/zh_CN/LC_MESSAGES/user_guide/feature_guide/large_scale_ep.po
index 99ab6f33..70d304d6 100644
--- a/docs/source/locale/zh_CN/LC_MESSAGES/user_guide/feature_guide/large_scale_ep.po
+++ b/docs/source/locale/zh_CN/LC_MESSAGES/user_guide/feature_guide/large_scale_ep.po
@@ -484,7 +484,7 @@ msgstr "常见问题"
 
 #: ../../source/user_guide/feature_guide/large_scale_ep.md:498
 msgid "1. Prefiller nodes need to warm up"
-msgstr "1. 预填充节点需要预热"
+msgstr "1.预填充节点需要预热"
 
 #: ../../source/user_guide/feature_guide/large_scale_ep.md:500
 msgid ""
diff --git a/docs/source/locale/zh_CN/LC_MESSAGES/user_guide/feature_guide/rfork.po b/docs/source/locale/zh_CN/LC_MESSAGES/user_guide/feature_guide/rfork.po
index 0b128768..8975f1dc 100644
--- a/docs/source/locale/zh_CN/LC_MESSAGES/user_guide/feature_guide/rfork.po
+++ b/docs/source/locale/zh_CN/LC_MESSAGES/user_guide/feature_guide/rfork.po
@@ -286,11 +286,11 @@ msgstr "运行前替换 `` `<...>` `` 中的部分。"
 
 #: ../../source/user_guide/feature_guide/rfork.md:70
 msgid "1. Install YuanRong TransferEngine"
-msgstr "1. 安装 YuanRong TransferEngine"
+msgstr "1.安装 YuanRong TransferEngine"
 
 #: ../../source/user_guide/feature_guide/rfork.md:76
 msgid "2. Start the Planner"
-msgstr "2. 启动规划器"
+msgstr "2.启动规划器"
 
 #: ../../source/user_guide/feature_guide/rfork.md:78
 msgid ""
@@ -300,7 +300,7 @@ msgstr "在 [`rfork_planner.py`](../../../../examples/rfork/rfork_planner.py) 
 
 #: ../../source/user_guide/feature_guide/rfork.md:86
 msgid "3. Start vLLM Instances"
-msgstr "3. 启动 vLLM 实例"
+msgstr "3.启动 vLLM 实例"
 
 #: ../../source/user_guide/feature_guide/rfork.md:88
 msgid ""
diff --git a/docs/source/tutorials/models/DeepSeek-V3.2.md b/docs/source/tutorials/models/DeepSeek-V3.2.md
index 65782c2f..e6c62fb0 100644
--- a/docs/source/tutorials/models/DeepSeek-V3.2.md
+++ b/docs/source/tutorials/models/DeepSeek-V3.2.md
@@ -526,7 +526,8 @@ Before you start, please
         export ASCEND_TRANSPORT_PRINT=1
         export ACL_OP_INIT_MODE=1
         export ASCEND_A3_ENABLE=1
-        export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=300000
+        # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+        export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
 
         export ASCEND_RT_VISIBLE_DEVICES=$1
 
@@ -600,7 +601,8 @@ Before you start, please
         export ASCEND_TRANSPORT_PRINT=1
         export ACL_OP_INIT_MODE=1
         export ASCEND_A3_ENABLE=1
-        export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=300000
+        # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+        export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
 
         export ASCEND_RT_VISIBLE_DEVICES=$1
 
@@ -676,7 +678,8 @@ Before you start, please
         export ASCEND_TRANSPORT_PRINT=1
         export ACL_OP_INIT_MODE=1
         export ASCEND_A3_ENABLE=1
-        export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=300000
+        # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+        export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
 
         export TASK_QUEUE_ENABLE=1
 
@@ -752,7 +755,8 @@ Before you start, please
         export ASCEND_TRANSPORT_PRINT=1
         export ACL_OP_INIT_MODE=1
         export ASCEND_A3_ENABLE=1
-        export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=300000
+        # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+        export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
 
         export TASK_QUEUE_ENABLE=1
 
diff --git a/docs/source/tutorials/models/GLM4.x.md b/docs/source/tutorials/models/GLM4.x.md
index a167ecec..60273801 100644
--- a/docs/source/tutorials/models/GLM4.x.md
+++ b/docs/source/tutorials/models/GLM4.x.md
@@ -530,6 +530,8 @@ Before you start, please
         export ASCEND_TRANSPORT_PRINT=1
         export ACL_OP_INIT_MODE=1
         export ASCEND_A3_ENABLE=1
+        # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+        export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
         export TASK_QUEUE_ENABLE=1
         export LD_LIBRARY_PATH=/usr/local/Ascend/ascend-toolkit/latest/python/site-packages/mooncake:$LD_LIBRARY_PATH
         export VLLM_ASCEND_ENABLE_TOPK_OPTIMIZE=1
@@ -598,6 +600,8 @@ Before you start, please
         export ASCEND_TRANSPORT_PRINT=1
         export ACL_OP_INIT_MODE=1
         export ASCEND_A3_ENABLE=1
+        # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+        export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
         export TASK_QUEUE_ENABLE=1
         export LD_LIBRARY_PATH=/usr/local/Ascend/ascend-toolkit/latest/python/site-packages/mooncake:$LD_LIBRARY_PATH
         export VLLM_ASCEND_ENABLE_TOPK_OPTIMIZE=1
diff --git a/docs/source/tutorials/models/GLM5.md b/docs/source/tutorials/models/GLM5.md
index 0bf9a5ea..86ec5de7 100644
--- a/docs/source/tutorials/models/GLM5.md
+++ b/docs/source/tutorials/models/GLM5.md
@@ -766,7 +766,8 @@ Before you start, please
         export ASCEND_TRANSPORT_PRINT=1
         export ACL_OP_INIT_MODE=1
         export ASCEND_A3_ENABLE=1
-        export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=300000
+        # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+        export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
 
         export ASCEND_RT_VISIBLE_DEVICES=$1
         export VLLM_ASCEND_ENABLE_FLASHCOMM1=1
@@ -844,7 +845,8 @@ Before you start, please
         export ASCEND_TRANSPORT_PRINT=1
         export ACL_OP_INIT_MODE=1
         export ASCEND_A3_ENABLE=1
-        export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=300000
+        # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+        export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
 
         export ASCEND_RT_VISIBLE_DEVICES=$1
         export PYTORCH_NPU_ALLOC_CONF=expandable_segments:True
@@ -926,7 +928,8 @@ Before you start, please
         export ASCEND_TRANSPORT_PRINT=1
         export ACL_OP_INIT_MODE=1
         export ASCEND_A3_ENABLE=1
-        export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=300000
+        # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+        export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
     
         export TASK_QUEUE_ENABLE=1
     
@@ -1007,7 +1010,8 @@ Before you start, please
          export ASCEND_TRANSPORT_PRINT=1
          export ACL_OP_INIT_MODE=1
          export ASCEND_A3_ENABLE=1
-         export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=300000
+         # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+         export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
             
          export TASK_QUEUE_ENABLE=1
             
@@ -1088,7 +1092,8 @@ Before you start, please
          export ASCEND_TRANSPORT_PRINT=1
          export ACL_OP_INIT_MODE=1
          export ASCEND_A3_ENABLE=1
-         export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=300000
+         # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+         export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
             
          export TASK_QUEUE_ENABLE=1
             
@@ -1169,7 +1174,8 @@ Before you start, please
          export ASCEND_TRANSPORT_PRINT=1
          export ACL_OP_INIT_MODE=1
          export ASCEND_A3_ENABLE=1
-         export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=300000
+         # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+         export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
             
          export TASK_QUEUE_ENABLE=1
             
diff --git a/docs/source/tutorials/models/Qwen3.5-397B-A17B.md b/docs/source/tutorials/models/Qwen3.5-397B-A17B.md
index fa7fadb4..53d524e5 100644
--- a/docs/source/tutorials/models/Qwen3.5-397B-A17B.md
+++ b/docs/source/tutorials/models/Qwen3.5-397B-A17B.md
@@ -288,7 +288,8 @@ To run the vllm-ascend `Prefill-Decode Disaggregation` service, you need to depl
        # jemalloc is for better performance, if `libjemalloc.so` is installed on your machine, you can turn it on.
        # export LD_PRELOAD=/usr/lib/aarch64-linux-gnu/libjemalloc.so.2:$LD_PRELOAD
        export VLLM_ENGINE_READY_TIMEOUT_S=30000
-       export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=30000
+       # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+       export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
        export IP_ADDRESS=$local_ip
        export NETWORK_CARD_NAME=$nic_name
        export HCCL_IF_IP=$IP_ADDRESS
@@ -362,7 +363,8 @@ To run the vllm-ascend `Prefill-Decode Disaggregation` service, you need to depl
        node0_ip="xxxx"
 
        export VLLM_ENGINE_READY_TIMEOUT_S=30000
-       export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=30000
+       # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+       export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
        export MASTER_IP_ADDRESS=$node0_ip
        export IP_ADDRESS=$local_ip
 
@@ -442,7 +444,8 @@ To run the vllm-ascend `Prefill-Decode Disaggregation` service, you need to depl
        node0_ip="xxxx"
 
        export VLLM_ENGINE_READY_TIMEOUT_S=30000
-       export VLLM_NIXL_ABORT_REQUEST_TIMEOUT=30000
+       # Timeout (in seconds) for automatically releasing the prefiller’s KV cache for a particular request.
+       export VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT=480
        export MASTER_IP_ADDRESS=$node0_ip
        export IP_ADDRESS=$local_ip
 
diff --git a/tests/e2e/nightly/multi_node/config/DeepSeek-R1-W8A8-longseq.yaml b/tests/e2e/nightly/multi_node/config/DeepSeek-R1-W8A8-longseq.yaml
index 1021a8db..0878245e 100644
--- a/tests/e2e/nightly/multi_node/config/DeepSeek-R1-W8A8-longseq.yaml
+++ b/tests/e2e/nightly/multi_node/config/DeepSeek-R1-W8A8-longseq.yaml
@@ -13,7 +13,7 @@ env_common:
   HCCL_DETERMINISTIC: True
   TASK_QUEUE_ENABLE: 1
   HCCL_OP_RETRY_ENABLE: "L0:0, L1:0"
-  VLLM_NIXL_ABORT_REQUEST_TIMEOUT: 300000
+  VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT: 480
 
 disaggregated_prefill:
   enabled: true
diff --git a/tests/e2e/nightly/multi_node/config/DeepSeek-V3_2-W8A8-EP-aime2025.yaml b/tests/e2e/nightly/multi_node/config/DeepSeek-V3_2-W8A8-EP-aime2025.yaml
index e1b0a12c..b3d47ca0 100644
--- a/tests/e2e/nightly/multi_node/config/DeepSeek-V3_2-W8A8-EP-aime2025.yaml
+++ b/tests/e2e/nightly/multi_node/config/DeepSeek-V3_2-W8A8-EP-aime2025.yaml
@@ -15,7 +15,7 @@ env_common:
   ASCEND_TRANSPORT_PRINT: 1
   ACL_OP_INIT_MODE: 1
   ASCEND_A3_ENABLE: 1
-  VLLM_NIXL_ABORT_REQUEST_TIMEOUT: 300000
+  VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT: 480
   VLLM_ENGINE_READY_TIMEOUT_S: 1800
   HCCL_CONNECT_TIMEOUT: 1200
   HCCL_INTRA_PCIE_ENABLE: 1
diff --git a/tests/e2e/nightly/multi_node/config/DeepSeek-V3_2-W8A8-EP.yaml b/tests/e2e/nightly/multi_node/config/DeepSeek-V3_2-W8A8-EP.yaml
index 3c33d40b..9c46bb56 100644
--- a/tests/e2e/nightly/multi_node/config/DeepSeek-V3_2-W8A8-EP.yaml
+++ b/tests/e2e/nightly/multi_node/config/DeepSeek-V3_2-W8A8-EP.yaml
@@ -15,7 +15,7 @@ env_common:
   ASCEND_TRANSPORT_PRINT: 1
   ACL_OP_INIT_MODE: 1
   ASCEND_A3_ENABLE: 1
-  VLLM_NIXL_ABORT_REQUEST_TIMEOUT: 300000
+  VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT: 480
   VLLM_ENGINE_READY_TIMEOUT_S: 1800
   HCCL_CONNECT_TIMEOUT: 1200
   HCCL_INTRA_PCIE_ENABLE: 1
diff --git a/vllm_ascend/distributed/kv_transfer/kv_p2p/mooncake_connector.py b/vllm_ascend/distributed/kv_transfer/kv_p2p/mooncake_connector.py
index 1720c1b3..59a6fa7e 100644
--- a/vllm_ascend/distributed/kv_transfer/kv_p2p/mooncake_connector.py
+++ b/vllm_ascend/distributed/kv_transfer/kv_p2p/mooncake_connector.py
@@ -173,7 +173,7 @@ class KVCacheTaskTracker:
         while self.delayed_free_requests:
             request_id = next(iter(self.delayed_free_requests))
             delay_start_time = self.delayed_free_requests[request_id]
-            if current_time - delay_start_time > envs.VLLM_NIXL_ABORT_REQUEST_TIMEOUT:
+            if current_time - delay_start_time > envs.VLLM_MOONCAKE_ABORT_REQUEST_TIMEOUT:
                 self.delayed_free_requests.popitem(last=False)
                 self.reqs_to_process.discard(request_id)
                 expired_requests.add(request_id)