diff --git a/.github/workflows/flash_attention.yml b/.github/workflows/flash_attention.yml
index c6fc663..9a91e11 100644
--- a/.github/workflows/flash_attention.yml
+++ b/.github/workflows/flash_attention.yml
@@ -19,10 +19,10 @@ jobs:
     runs-on: linux.dgx.b200.8
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Checkout Flash Attention repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           repository: Dao-AILab/flash-attention
           path: fa4
diff --git a/.github/workflows/sglang-benchmark.yml b/.github/workflows/sglang-benchmark.yml
index 99e6e96..d24e627 100644
--- a/.github/workflows/sglang-benchmark.yml
+++ b/.github/workflows/sglang-benchmark.yml
@@ -38,9 +38,9 @@ jobs:
       benchmark_matrix: ${{ steps.set-parameters.outputs.benchmark_matrix }}
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.12'
 
@@ -76,7 +76,7 @@ jobs:
       contents: read
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Install system dependencies
         shell: bash
@@ -85,14 +85,14 @@ jobs:
           sudo apt-get install -y libnuma-dev numactl
 
       - name: Checkout SGLang repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           repository: sgl-project/sglang
           path: sglang-benchmarks/sglang
           ref: ${{ inputs.sglang_branch || 'main' }}
           fetch-depth: 0
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         # Amazon Linux fails on this step
         continue-on-error: true
         with:
@@ -327,7 +327,7 @@ jobs:
           echo "SANITIZED_MODELS=$SANITIZED_MODELS" >> $GITHUB_ENV
 
       # Keep a copy of the benchmark results on GitHub for reference
-      - uses: actions/upload-artifact@v4
+      - uses: actions/upload-artifact@v6
         if: always()
         with:
           name: sglang-benchmark-results-${{ env.SANITIZED_DEVICE_TYPE }}-${{ env.SANITIZED_MODELS }}
diff --git a/.github/workflows/tritonbench.yml b/.github/workflows/tritonbench.yml
index 351183a..c3911c1 100644
--- a/.github/workflows/tritonbench.yml
+++ b/.github/workflows/tritonbench.yml
@@ -34,9 +34,9 @@ jobs:
       benchmark_matrix: ${{ steps.set-parameters.outputs.benchmark_matrix }}
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.12'
 
@@ -73,7 +73,7 @@ jobs:
       contents: read
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Install system dependencies
         shell: bash
@@ -82,14 +82,14 @@ jobs:
           sudo apt-get install -y libnuma-dev numactl
       
       - name: Checkout TritonBench repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           repository: meta-pytorch/tritonbench
           path: triton-benchmarks/tritonbench
           ref: ${{ inputs.tritonbench_branch || 'main' }}
           fetch-depth: 0
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         # Amazon Linux fails on this step
         continue-on-error: true
         with:
@@ -205,7 +205,7 @@ jobs:
           aws-region: us-east-1
       
       # Keep a copy of the benchmark results on GitHub for reference
-      - uses: actions/upload-artifact@v4
+      - uses: actions/upload-artifact@v6
         if: always()
         with:
           name: ${{ env.JOB_NAME }}
diff --git a/.github/workflows/vllm-benchmark.yml b/.github/workflows/vllm-benchmark.yml
index 126424a..3ae0390 100644
--- a/.github/workflows/vllm-benchmark.yml
+++ b/.github/workflows/vllm-benchmark.yml
@@ -45,9 +45,9 @@ jobs:
       benchmark_matrix: ${{ steps.set-parameters.outputs.benchmark_matrix }}
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.12'
 
@@ -84,17 +84,17 @@ jobs:
           sudo -n chown -R $USER:$USER $GITHUB_WORKSPACE || true
 
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Checkout vLLM repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           repository: vllm-project/vllm
           path: vllm-benchmarks/vllm
           ref: ${{ inputs.vllm_branch || 'main' }}
           fetch-depth: 0
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         # Amazon Linux fails on this step
         continue-on-error: true
         with:
@@ -381,7 +381,7 @@ jobs:
           echo "SANITIZED_MODELS=$SANITIZED_MODELS" >> $GITHUB_ENV
 
       # Keep a copy of the benchmark results on GitHub for reference
-      - uses: actions/upload-artifact@v4
+      - uses: actions/upload-artifact@v6
         with:
           name: benchmark-results--${{ env.SANITIZED_DEVICE_TYPE }}-${{ env.SANITIZED_MODELS }}
           path: vllm-benchmarks/vllm/benchmarks/results
diff --git a/.github/workflows/vllm-ci-test.yml b/.github/workflows/vllm-ci-test.yml
index f3cc31b..6e8ae2b 100644
--- a/.github/workflows/vllm-ci-test.yml
+++ b/.github/workflows/vllm-ci-test.yml
@@ -42,10 +42,10 @@ jobs:
     environment: pytorch-x-vllm
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Checkout vLLM repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           repository: vllm-project/vllm
           path: vllm
diff --git a/.github/workflows/vllm-profiling.yml b/.github/workflows/vllm-profiling.yml
index 8ecf0d9..67493c0 100644
--- a/.github/workflows/vllm-profiling.yml
+++ b/.github/workflows/vllm-profiling.yml
@@ -29,9 +29,9 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.12'
   profiling:
@@ -51,17 +51,17 @@ jobs:
       contents: read
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Checkout vLLM repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           repository: vllm-project/vllm
           path: vllm-profiling/vllm
           ref: ${{ inputs.vllm_branch || 'main' }}
           fetch-depth: 0
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         continue-on-error: true
         with:
           python-version: '3.12'
@@ -236,7 +236,7 @@ jobs:
           path: vllm-profiling/profiling-results
           if-no-files-found: warn
 
-      - uses: actions/upload-artifact@v4
+      - uses: actions/upload-artifact@v6
         with:
           name: profiling-results--${{ env.DEVICE_TYPE }}
           path: vllm-profiling/profiling-results