Fix eval sanity check CI

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Test Plan:

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Tasks:

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Author: larryliu0820

.github/workflows/pull.yml

@@ -123,6 +123,7 @@ jobs:
           bash ${TORCHCHAT_ROOT}/.ci/scripts/wget_checkpoint.sh ${{ matrix.repo_name }} "${{ matrix.resources }}"
       - name: Run validation
         run: |
+          # @NOCOMMIT Debug
           python3 -c 'import torch;print(f"torch: {torch.__version__, torch.version.git_version}")'
           pushd ${TORCHCHAT_ROOT}
           bash .ci/scripts/convert_checkpoint.sh ${REPO_NAME}
@@ -164,39 +165,37 @@ jobs:
           bash .ci/scripts/validate.sh "./checkpoints/${REPO_NAME}/model.pth" "cpu" "eval_sanity_check-float16"
 
   test-cpu-eval-sanity-check-float32:
+    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
     name: test-cpu-eval-sanity-check-float32 (${{ matrix.platform }}, ${{ matrix.model_name }})
     needs: gather-models-cpu
     strategy:
       matrix: ${{ fromJSON(needs.gather-models-cpu.outputs.models) }}
       fail-fast: false
-    runs-on: ${{ matrix.runner }}
-    env:
-      TORCHCHAT_ROOT: ${{ github.workspace }}
-      REPO_NAME: ${{ matrix.repo_name }}
-    steps:
-      - name: Checkout repo
-        uses: actions/checkout@v3
-      - name: Setup Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: '3.10.11'
-      - name: Print machine info
-        run: |
-          echo "$(uname -a)"
-      - name: Install dependencies
-        run: |
-          ./install/install_requirements.sh
-          pip3 list
-          python3 -c 'import torch;print(f"torch: {torch.__version__, torch.version.git_version}")'
-      - name: Download checkpoints
-        run: |
-          bash ${TORCHCHAT_ROOT}/.ci/scripts/wget_checkpoint.sh ${{ matrix.repo_name }} "${{ matrix.resources }}"
-      - name: Run validation
-        run: |
-          python3 -c 'import torch;print(f"torch: {torch.__version__, torch.version.git_version}")'
-          pushd ${TORCHCHAT_ROOT}
-          bash .ci/scripts/convert_checkpoint.sh ${REPO_NAME}
-          bash .ci/scripts/validate.sh "./checkpoints/${REPO_NAME}/model.pth" "cpu" "eval_sanity_check-float32"
+    with:
+      runner: linux.4xlarge
+      script: |
+        echo "::group::Print machine info"
+        uname -a
+        echo "::endgroup::"
+
+        echo "::group::Install dependencies"
+        ./install/install_requirements.sh
+        pip3 list
+        python3 -c 'import torch;print(f"torch: {torch.__version__, torch.version.git_version}")'
+        echo "::endgroup::"
+
+        echo "::group::Download checkpoint"
+        export REPO_NAME=${{ matrix.repo_name }}
+        bash .ci/scripts/wget_checkpoint.sh ${REPO_NAME} ${{ matrix.resources }}
+        echo "::endgroup::"
+
+        echo "::group::Convert checkpoint"
+        bash .ci/scripts/convert_checkpoint.sh ${REPO_NAME}
+        echo "::endgroup::"
+
+        echo "::group::Run eval"
+        bash .ci/scripts/validate.sh "./checkpoints/${REPO_NAME}/model.pth" "cpu" "eval_sanity_check-float32"
+        echo "::endgroup::"
 
   gather-models-gpu:
     runs-on: ubuntu-22.04