diff --git a/.github/workflows/test-mlperf-inference-abtf-poc.yml b/.github/workflows/test-mlperf-inference-abtf-poc.yml
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+# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
+# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
+
+name: MLPerf inference ABTF POC
+
+on:
+  pull_request:
+    branches: [ "main", "dev", "poc" ]
+    paths:
+      - '.github/workflows/test-mlperf-inference-abtf-poc.yml'
+      - '**'
+      - '!**.md'
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: [ "3.8", "3.12" ]
+        backend: [ "pytorch" ]
+        implementation: [ "python" ]
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v3
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        pip install cm4mlops
+        cm pull repo --url=${{ github.event.pull_request.head.repo.html_url }} --checkout=${{ github.event.pull_request.head.ref }}
+        cm run script --quiet --tags=get,sys-utils-cm
+    - name: Test MLPerf Inference ABTF POC using ${{ matrix.backend }}
+      run: |
+        cm run script --tags=run-abtf,inference,_poc-demo --test_query_count=5 --adr.compiler.tags=gcc --quiet  -v --gh_token=${{ secrets.ABTF_ACCESS_TOKEN }}