New quantized models #6
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| name: "Run Llama-models Tests" | |
| on: | |
| pull_request_target: | |
| types: ["opened"] | |
| branches: | |
| - 'main' | |
| paths: | |
| - 'models/**/*.py' | |
| workflow_dispatch: | |
| inputs: | |
| runner: | |
| description: 'GHA Runner Scale Set label to run workflow on.' | |
| required: true | |
| default: "llama-models-gha-runner-gpu" | |
| branch: | |
| description: "Branch to checkout" | |
| required: true | |
| default: "main" | |
| debug: | |
| description: 'Run debugging steps?' | |
| required: false | |
| default: "true" | |
| sleep_time: | |
| description: '[DEBUG] sleep time for debugging' | |
| required: true | |
| default: "0" | |
| require_model: | |
| description: 'Is a model required?' | |
| required: true | |
| default: "true" | |
| model_vision: | |
| description: 'Llama vision model ID' | |
| required: false | |
| default: "Llama3.2-11B-Vision-Instruct" | |
| model_text: | |
| description: 'Llama text model ID' | |
| required: false | |
| default: "Llama3.2-3B-Instruct" | |
| api_key: | |
| description: 'Provider API key' | |
| required: false | |
| default: "---" | |
| env: | |
| TOKENIZER_PATH: "models/llama3/api/tokenizer.model" | |
| MODELS_PATH: "/data/llama3.2" | |
| VISION_MODEL_CHECKPOINT_DIR: "/data/llama3.2/${{ inputs.model_vision }}" | |
| TEXT_MODEL_CHECKPOINT_DIR: "/data/llama3.2/${{ inputs.model_text }}" | |
| API_KEY: "${{ inputs.api_key || '' }}" | |
| jobs: | |
| execute_workflow: | |
| name: Execute workload on Self-Hosted CPU k8s runner | |
| permissions: | |
| pull-requests: write | |
| defaults: | |
| run: | |
| shell: bash # default shell to run all steps for a given job. | |
| runs-on: ${{ inputs.runner != '' && inputs.runner || 'llama-models-gha-runner-cpu' }} | |
| if: always() | |
| steps: | |
| ############################## | |
| #### INITIAL DEBUG CHECKS #### | |
| ############################## | |
| - name: "[DEBUG] Check content of the EFS mount" | |
| id: debug_efs_volume | |
| continue-on-error: true | |
| if: inputs.debug == 'true' | |
| run: | | |
| echo "========= Content of the EFS mount =============" | |
| ls -la ${{ env.MODELS_PATH }} | |
| - name: "Check if models exist in EFS volume" | |
| id: check_if_models_exist | |
| if: ${{ inputs.require_model == 'true' }} | |
| run: | | |
| # Check if vision model is provided and exists | |
| if [ -n "${{ inputs.model_vision }}" ]; then | |
| if [ ! -d "${{ env.VISION_MODEL_CHECKPOINT_DIR }}" ]; then | |
| echo "Model '${{ inputs.model_vision }}' does not exist in mounted EFS volume, Terminating workflow." | |
| exit 1 | |
| else | |
| echo "Content of '${{ inputs.model_vision }}' model" | |
| ls -la "${{ env.VISION_MODEL_CHECKPOINT_DIR }}" | |
| fi | |
| fi | |
| # Check if text model is provided and exists | |
| if [ -n "${{ inputs.model_text }}" ]; then | |
| if [ ! -d "${{ env.TEXT_MODEL_CHECKPOINT_DIR }}" ]; then | |
| echo "Model '${{ inputs.model_text }}' does not exist in mounted EFS volume, Terminating workflow." | |
| exit 1 | |
| else | |
| echo "Content of '${{ inputs.model_text }}' model" | |
| ls -la "${{ env.TEXT_MODEL_CHECKPOINT_DIR }}" | |
| fi | |
| fi | |
| - name: "[DEBUG] Get runner container OS information" | |
| id: debug_os_info | |
| if: ${{ inputs.debug == 'true' }} | |
| run: | | |
| cat /etc/os-release | |
| ####################### | |
| #### CODE CHECKOUT #### | |
| ####################### | |
| - name: "Checkout 'meta-llama/llama-models' repository" | |
| id: checkout_repo | |
| uses: actions/checkout@v4 | |
| with: | |
| ref: ${{ inputs.branch }} | |
| - name: "[DEBUG] Content of the repository after checkout" | |
| id: debug_content_after_checkout | |
| if: ${{ inputs.debug == 'true' }} | |
| run: | | |
| ls -la ${GITHUB_WORKSPACE} | |
| ########################################################## | |
| #### OPTIONAL SLEEP DEBUG #### | |
| # # | |
| # Use to "exec" into the test k8s POD and run tests # | |
| # manually to identify what dependencies are being used. # | |
| # # | |
| ########################################################## | |
| - name: "[DEBUG] sleep" | |
| id: debug_sleep | |
| if: ${{ inputs.debug == 'true' && inputs.sleep_time != '' }} | |
| run: | | |
| sleep ${{ inputs.sleep_time }} | |
| ################################## | |
| #### DEPENDENCY INSTALLATIONS #### | |
| ################################## | |
| - name: "Installing 'apt' required packages" | |
| id: install_apt | |
| run: | | |
| echo "[STEP] Installing 'apt' required packages" | |
| sudo apt update -y | |
| sudo apt upgrade -y | |
| sudo apt install python3-pip -y | |
| - name: "Installing 'llama-models' dependencies" | |
| id: install_pip_generic | |
| run: | | |
| echo "[STEP] Installing 'llama-models' models" | |
| pip install -U pip setuptools | |
| pip install -r requirements.txt | |
| pip install blobfile | |
| pip install llama-models | |
| pip install xmlrunner | |
| pip install pytest | |
| - name: "Installing specific manual_dispatch dependencies" | |
| id: manual_install_pip | |
| if: github.event_name == 'workflow_dispatch' | |
| run: | | |
| echo "[STEP] Installing specific dependencies for manual dispatch workflows" | |
| pip install numpy | |
| pip install torch | |
| pip install fairscale | |
| pip install termcolor | |
| pip install torchvision | |
| ############################################ | |
| #### AUTOMATIC TESTING ON PULL REQUESTS #### | |
| ############################################ | |
| #### Run tests #### | |
| - name: "PR - Run Tests" | |
| id: pr_run_tests | |
| working-directory: "${{ github.workspace }}" | |
| if: github.event_name == 'pull_request_target' | |
| run: | | |
| echo "[STEP] Running PyTest tests at 'GITHUB_WORKSPACE' path: ${GITHUB_WORKSPACE} | path: ${{ github.workspace }}" | |
| python3 -m pytest --ignore=models/llama3/tests/api/test_generation.py --junitxml="${{ github.workspace }}/result.xml" | |
| #### Create test summary #### | |
| - name: "PR - Test Summary" | |
| id: pr_test_summary_create | |
| if: github.event_name == 'pull_request_target' | |
| uses: test-summary/action@v2 | |
| with: | |
| paths: "${{ github.workspace }}/result.xml" | |
| output: test-summary.md | |
| - name: "PR - Upload Test Summary" | |
| id: pr_test_summary_upload | |
| if: github.event_name == 'pull_request_target' | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: test-summary | |
| path: test-summary.md | |
| #### Update PR request #### | |
| - name: "PR - Update comment" | |
| id: pr_update_comment | |
| if: github.event_name == 'pull_request_target' | |
| uses: thollander/actions-comment-pull-request@v2 | |
| with: | |
| filePath: test-summary.md | |
| ######################## | |
| #### MANUAL TESTING #### | |
| ######################## | |
| #### Run tests #### | |
| - name: "Manual - Run Tests" | |
| id: manual_run_tests | |
| working-directory: "${{ github.workspace }}" | |
| if: github.event_name == 'workflow_dispatch' | |
| run: | | |
| echo "[STEP] Running PyTest tests at 'GITHUB_WORKSPACE' path: ${GITHUB_WORKSPACE} | path: ${{ github.workspace }}" | |
| free -m | |
| python3 -m pytest --junitxml="${{ github.workspace }}/result.xml" | |
| #### Create test summary #### | |
| - name: "Manual - Test Summary" | |
| id: manual_test_summary | |
| if: always() && github.event_name == 'workflow_dispatch' | |
| uses: test-summary/action@v2 | |
| with: | |
| paths: "${{ github.workspace }}/result.xml" |