diff --git a/.gitmodules b/.gitmodules
index f7635a307b..c2f2f853f3 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -3,4 +3,4 @@
 	url = https://github.com/SemiAnalysisAI/aiperf.git
 [submodule "utils/srt-slurm"]
 	path = utils/srt-slurm
-	url = https://github.com/NVIDIA/srt-slurm.git
+	url = https://github.com/SemiAnalysisAI/srt-slurm.git
diff --git a/docs/configuration-procedures.md b/docs/configuration-procedures.md
index de9f1cda5c..43313b4de7 100644
--- a/docs/configuration-procedures.md
+++ b/docs/configuration-procedures.md
@@ -25,11 +25,12 @@ Archive deprecated entries in [`configs/deprecated/amd-master.yaml`](../configs/
 
 ## Dependency submodules
 
-Git records the exact dependency commits. [`.gitmodules`](../.gitmodules) defines the repositories: AIPerf at `utils/aiperf`, NVIDIA srt-slurm at `utils/srt-slurm`. TileRT is a documented manual fork checkout in `setup_srt_slurm()`, not a separate submodule.
+Git records the exact dependency commits. [`.gitmodules`](../.gitmodules) defines the repositories: AIPerf at `utils/aiperf`, and the [SemiAnalysisAI/srt-slurm fork](https://github.com/SemiAnalysisAI/srt-slurm) at `utils/srt-slurm`. The fork is the integration source for the YAML migration; the submodule remains pinned to upstream v2.2.1 until a runtime upgrade is validated. TileRT uses a separately pinned checkout in `setup_srt_slurm()`, not a separate submodule.
 
-Initialize them before running benchmarks locally:
+Synchronize the srt-slurm remote and initialize the submodules before running benchmarks locally:
 
 ```bash
+git submodule sync -- utils/srt-slurm
 git submodule update --init
 ```
 
diff --git a/docs/configuration-procedures_zh.md b/docs/configuration-procedures_zh.md
index b2e0ce2d60..c4fccc536b 100644
--- a/docs/configuration-procedures_zh.md
+++ b/docs/configuration-procedures_zh.md
@@ -25,11 +25,12 @@
 
 ## 依赖子模块
 
-Git 记录依赖的精确提交版本。[`.gitmodules`](../.gitmodules) 定义各仓库：AIPerf 位于 `utils/aiperf`，NVIDIA srt-slurm 位于 `utils/srt-slurm`。TileRT 由 `setup_srt_slurm()` 手动检出已记录的分支仓库，不是独立子模块。
+Git 记录依赖的精确提交版本。[`.gitmodules`](../.gitmodules) 定义各仓库：AIPerf 位于 `utils/aiperf`，[SemiAnalysisAI/srt-slurm 分支仓库](https://github.com/SemiAnalysisAI/srt-slurm)位于 `utils/srt-slurm`。该分支仓库作为 YAML 迁移的集成来源；运行时升级完成验证前，子模块仍固定在上游 v2.2.1。TileRT 由 `setup_srt_slurm()` 检出单独固定的提交，不是独立子模块。
 
-本地运行基准测试前，先初始化子模块：
+本地运行基准测试前，先同步 srt-slurm 远程地址并初始化子模块：
 
 ```bash
+git submodule sync -- utils/srt-slurm
 git submodule update --init
 ```