Fix CI (#9012)

.github/workflows/vllm-dependency-test.yml

@@ -30,13 +30,19 @@ jobs:
       - name: Install dependencies
         run: |
           bash scripts/ci_install_dependency.sh
-          pip install "vllm==0.9.0"
-          pip install "bitsandbytes>=0.44.0"
-          pip install torch==2.8.0 torchvision torchaudio --index-url https://download.pytorch.org/whl/test/cu126
+          pip install "vllm==0.10.0"
           pip install "openai==1.99.1"
+          pip install "bitsandbytes>=0.44.0"
+
+          # NOTE: The latest sgl-kernel depends on torch 2.8.0 but the latest vllm depends on torch 2.7.0
+          # so they are not compatible. Here we install the old sgl-kernel to make the test pass.
+          # TODO: remove this once vllm supports torch 2.8.0.
+          pip install "sgl-kernel==0.2.9"
 
       - name: Run vLLM dependency tests
         timeout-minutes: 60
         run: |
+          export SGLANG_SKIP_SGL_KERNEL_VERSION_CHECK=1
+
           cd test/srt
           python3 run_suite.py --suite vllm_dependency_test --timeout-per-file 3600