diff --git a/.github/workflows/pr-test.yml b/.github/workflows/pr-test.yml
index 8ff7f6eee..7765c8d6a 100644
--- a/.github/workflows/pr-test.yml
+++ b/.github/workflows/pr-test.yml
@@ -296,6 +296,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh diffusion
 
@@ -331,6 +332,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -367,6 +369,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -414,6 +417,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} IS_BLACKWELL=1 bash scripts/ci/ci_install_dependency.sh diffusion
 
@@ -470,6 +474,7 @@ jobs:
           ref: ${{ inputs.pr_head_sha || inputs.ref || github.sha }}
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           bash scripts/ci/ci_install_dependency.sh
 
@@ -511,6 +516,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -556,6 +562,7 @@ jobs:
           python-version: '3.10'
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           pip install -e "python/[dev]"
 
@@ -603,6 +610,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -646,6 +654,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -693,6 +702,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -736,6 +746,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -779,6 +790,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} IS_BLACKWELL=1 bash scripts/ci/ci_install_dependency.sh
 
@@ -820,6 +832,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh diffusion
       - name: Run diffusion server tests
@@ -869,6 +882,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh diffusion
 
@@ -914,6 +928,7 @@ jobs:
             pattern: wheel-python3.10-cuda12.9
 
         - name: Install dependencies
+          timeout-minutes: 10
           run: |
             CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -966,6 +981,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -1017,6 +1033,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} IS_BLACKWELL=1 bash scripts/ci/ci_install_dependency.sh
 
@@ -1065,6 +1082,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -1116,6 +1134,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -1174,6 +1193,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_deepep.sh
 
@@ -1221,6 +1241,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -1292,6 +1313,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -1355,6 +1377,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -1412,6 +1435,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
 
@@ -1481,6 +1505,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
           git clone https://github.com/merrymercy/human-eval.git
@@ -1523,6 +1548,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_dependency.sh
           git clone https://github.com/merrymercy/human-eval.git
@@ -1565,6 +1591,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_deepep.sh
 
@@ -1612,6 +1639,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} bash scripts/ci/ci_install_deepep.sh
 
@@ -1664,6 +1692,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} IS_BLACKWELL=1 bash scripts/ci/ci_install_dependency.sh
 
@@ -1713,6 +1742,7 @@ jobs:
           pattern: wheel-python3.10-cuda12.9-aarch64
 
       - name: Install dependencies
+        timeout-minutes: 10
         run: |
           CUSTOM_BUILD_SGL_KERNEL=${{needs.check-changes.outputs.sgl_kernel}} IS_BLACKWELL=1 GRACE_BLACKWELL=1 bash scripts/ci/ci_install_deepep.sh