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| Original file line number | Diff line number | Diff line change |
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| # This workflow will install Python dependencies, run tests and lint with a single version of Python | ||
| # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python | ||
|
|
||
| name: GenAI tools | ||
|
|
||
| on: | ||
| workflow_dispatch: | ||
| pull_request: | ||
| merge_group: | ||
| push: | ||
| branches: | ||
| - master | ||
| - 'releases/**' | ||
|
|
||
| permissions: read-all # Required by https://github.com/ossf/scorecard/blob/e23b8ad91fd6a64a0a971ca4fc0a4d1650725615/docs/checks.md#token-permissions | ||
|
|
||
| concurrency: | ||
| # github.ref is not unique in post-commit | ||
| group: ${{ github.event_name == 'push' && github.run_id || github.ref }}-llm-bench-python | ||
| cancel-in-progress: true | ||
|
|
||
| jobs: | ||
| openvino_download: | ||
| name: Download OpenVINO | ||
| outputs: | ||
| status: ${{ steps.openvino_download.outcome }} | ||
| ov_artifact_name: ${{ steps.openvino_download.outputs.ov_artifact_name }} | ||
| ov_wheel_source: ${{ steps.openvino_download.outputs.ov_wheel_source }} | ||
| ov_version: ${{ steps.openvino_download.outputs.ov_version }} | ||
| timeout-minutes: 10 | ||
| defaults: | ||
| run: | ||
| shell: bash | ||
| runs-on: aks-linux-2-cores-8gb | ||
| container: | ||
| image: 'openvinogithubactions.azurecr.io/openvino_provider:0.1.0' | ||
| volumes: | ||
| - /mount:/mount | ||
| - ${{ github.workspace }}:${{ github.workspace }} | ||
|
|
||
| steps: | ||
| - uses: openvinotoolkit/openvino/.github/actions/openvino_provider@master | ||
| id: openvino_download | ||
| with: | ||
| platform: ubuntu22 | ||
| commit_packages_to_provide: wheels | ||
| revision: latest_available_commit | ||
|
|
||
| llm_bench: | ||
| name: 'LLM bench tests' | ||
| defaults: | ||
| run: | ||
| shell: bash | ||
| runs-on: ubuntu-22.04 | ||
| strategy: | ||
| fail-fast: false | ||
| matrix: | ||
| python-version: ["3.11"] | ||
| needs: [ openvino_download ] | ||
| env: | ||
| OV_INSTALL_DIR: ${{ github.workspace }}/ov | ||
| SRC_DIR: ${{ github.workspace }} | ||
| LLM_BENCH_PYPATH: ${{ github.workspace }}/tools/llm_bench | ||
|
|
||
| steps: | ||
| - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 | ||
| with: | ||
| submodules: recursive | ||
| - name: Set up Python ${{ matrix.python-version }} | ||
| uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 | ||
| with: | ||
| python-version: ${{ matrix.python-version }} | ||
| - name: Lint with flake8 | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| python -m pip install flake8 pytest black | ||
| # stop the build if there are Python syntax errors or undefined names | ||
| python -m flake8 ${{ env.LLM_BENCH_PYPATH }} --config=${{ env.LLM_BENCH_PYPATH }}/setup.cfg | ||
| - name: Download OpenVINO package | ||
| uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8 | ||
| with: | ||
| name: ${{ needs.openvino_download.outputs.ov_artifact_name }} | ||
| path: ${{ env.OV_INSTALL_DIR }} | ||
| merge-multiple: true | ||
| - name: Install dependencies | ||
| run: | | ||
| python -m pip install ${{ env.SRC_DIR }}/thirdparty/openvino_tokenizers -v ${{ needs.openvino_download.outputs.ov_wheel_source }} | ||
| python -m pip install ${{ env.SRC_DIR }} -v ${{ needs.openvino_download.outputs.ov_wheel_source }} | ||
| python -m pip install -r ${{ env.LLM_BENCH_PYPATH }}/requirements.txt ${{ needs.openvino_download.outputs.ov_wheel_source }} | ||
| working-directory: ${{ env.OV_INSTALL_DIR }} | ||
| - name: Test native pytorch model | ||
| run: | | ||
| git clone --depth 1 https://huggingface.co/katuni4ka/tiny-random-qwen | ||
| python ./tools/llm_bench/benchmark.py -m tiny-random-qwen -d cpu -n 1 -f pt -ic 20 | ||
| rm -rf tiny-random-qwen | ||
| env: | ||
| GIT_LFS_SKIP_SMUDGE: 0 | ||
| - name: Test tiny-random-baichuan2 Optimum Intel | ||
| run: | | ||
| optimum-cli export openvino --model katuni4ka/tiny-random-baichuan2 --trust-remote-code --weight-format fp16 ./ov_models/tiny-random-baichuan2/pytorch/dldt/FP16 | ||
| python ./tools/llm_bench/benchmark.py -m ./ov_models/tiny-random-baichuan2/pytorch/dldt/FP16/ -d cpu -n 1 --optimum -ic 10 | ||
| rm -rf ./ov_models/tiny-random-baichuan2 | ||
| - name: Test OpenVINO/LCM_Dreamshaper_v7-int8-ov Optimum Intel | ||
| run: | | ||
| huggingface-cli download OpenVINO/LCM_Dreamshaper_v7-int8-ov --local-dir ov_models/lcm_dreamshaper_v7 | ||
| python ./tools/llm_bench/benchmark.py -m ./ov_models/lcm_dreamshaper_v7/ -pf ./tools/llm_bench/prompts/stable-diffusion.jsonl -d cpu -n 1 --optimum --num_steps 4 | ||
| - name: Test OpenVINO/LCM_Dreamshaper_v7-int8-ov with GenAI | ||
| run: | | ||
| python ./tools/llm_bench/benchmark.py -m ./ov_models/lcm_dreamshaper_v7/ -pf ./tools/llm_bench/prompts/stable-diffusion.jsonl -d cpu -n 1 --num_steps 4 | ||
| - name: Test OpenVINO/LCM_Dreamshaper_v7-int8-ov with GenAI and LoRA | ||
| run: | | ||
| wget -O ./ov_models/soulcard.safetensors https://civitai.com/api/download/models/72591 | ||
| python ./tools/llm_bench/benchmark.py -m ./ov_models/lcm_dreamshaper_v7/ -pf ./tools/llm_bench/prompts/stable-diffusion.jsonl -d cpu -n 1 --lora ./ov_models/soulcard.safetensors --lora_alphas 0.7 --num_steps 4 | ||
| rm -rf ./ov_models/lcm_dreamshaper_v7/ | ||
| - name: Test TinyLlama-1.1B-Chat-v1.0 in Speculative Decoding via GenAI | ||
| run: | | ||
| optimum-cli export openvino --model TinyLlama/TinyLlama-1.1B-Chat-v1.0 --trust-remote-code --weight-format fp16 ov_models/TinyLlama-1.1B-Chat-v1.0/FP16 | ||
| optimum-cli export openvino --model TinyLlama/TinyLlama-1.1B-Chat-v1.0 --trust-remote-code --weight-format int8 ov_models/TinyLlama-1.1B-Chat-v1.0/INT8 | ||
| python ./tools/llm_bench/benchmark.py -m ./ov_models/TinyLlama-1.1B-Chat-v1.0/FP16/ --draft_model ./ov_models/TinyLlama-1.1B-Chat-v1.0/INT8/ -p "Why is the Sun yellow?" -d cpu --draft_device cpu -n 1 --assistant_confidence_threshold 0.4 -ic 20 | ||
| python ./tools/llm_bench/benchmark.py -m ./ov_models/TinyLlama-1.1B-Chat-v1.0/FP16/ --draft_model ./ov_models/TinyLlama-1.1B-Chat-v1.0/INT8/ -p "Why is the Sun yellow?" -d cpu --draft_device cpu -n 1 --num_assistant_tokens 5 -ic 20 | ||
| rm -rf ov_models/TinyLlama-1.1B-Chat-v1.0 | ||
| - name: Test whisper-tiny via GenAI | ||
| run: | | ||
| GIT_LFS_SKIP_SMUDGE=1 git clone --depth 1 --branch main --single-branch https://huggingface.co/datasets/facebook/multilingual_librispeech | ||
| cd multilingual_librispeech | ||
| git lfs pull -I /data/mls_polish/train/audio/3283_1447_000.tar.gz | ||
| mkdir data/mls_polish/train/audio/3283_1447_000 | ||
| tar zxvf data/mls_polish/train/audio/3283_1447_000.tar.gz -C data/mls_polish/train/audio/3283_1447_000/ | ||
| cd .. | ||
| optimum-cli export openvino --trust-remote-code --model openai/whisper-tiny ./ov_models/whisper-tiny | ||
| python ./tools/llm_bench/benchmark.py -m ./ov_models/whisper-tiny --media multilingual_librispeech/data/mls_polish/train/audio/3283_1447_000/3283_1447_000000.flac -d cpu -n 1 --optimum | ||
| python ./tools/llm_bench/benchmark.py -m ./ov_models/whisper-tiny --media multilingual_librispeech/data/mls_polish/train/audio/3283_1447_000/3283_1447_000000.flac -d cpu -n 1 | ||
| rm -rf ./ov_models/whisper-tiny | ||
| rm -rf multilingual_librispeech | ||
| - name: Text InternVL2-1B via GenAI | ||
| run: | | ||
| optimum-cli export openvino --model OpenGVLab/InternVL2-1B ./ov_models/internvl2-1B --task image-text-to-text --trust-remote-code | ||
| python ./tools/llm_bench/benchmark.py -m ./ov_models/internvl2-1B --media https://github.com/openvinotoolkit/openvino_notebooks/assets/29454499/d5fbbd1a-d484-415c-88cb-9986625b7b11 --prompt "What is unusual on this image?" -ic 20 | ||
| python ./tools/llm_bench/benchmark.py -m ./ov_models/internvl2-1B --media https://github.com/openvinotoolkit/openvino_notebooks/assets/29454499/d5fbbd1a-d484-415c-88cb-9986625b7b11 --prompt "What is unusual on this image?" -ic 20 --optimum | ||
| rm -rf ./ov_models/internvl2-1B | ||
| wwb: | ||
| name: 'WWB tests' | ||
| defaults: | ||
| run: | ||
| shell: bash | ||
| runs-on: ubuntu-22.04 | ||
| strategy: | ||
| fail-fast: false | ||
| matrix: | ||
| python-version: ["3.11"] | ||
| needs: [ openvino_download ] | ||
| env: | ||
| OV_INSTALL_DIR: ${{ github.workspace }}/ov | ||
| SRC_DIR: ${{ github.workspace }} | ||
| WWB_PATH: ${{ github.workspace }}/tools/who_what_benchmark | ||
|
|
||
| steps: | ||
| - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 | ||
| with: | ||
| submodules: recursive | ||
| - name: Set up Python ${{ matrix.python-version }} | ||
| uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 | ||
| with: | ||
| python-version: ${{ matrix.python-version }} | ||
| - name: Lint with flake8 | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| python -m pip install flake8 pytest black | ||
| # stop the build if there are Python syntax errors or undefined names | ||
| python -m flake8 ${{ env.WWB_PATH }} --config=${{ env.WWB_PATH }}/setup.cfg | ||
| - name: Download OpenVINO package | ||
| uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8 | ||
| with: | ||
| name: ${{ needs.openvino_download.outputs.ov_artifact_name }} | ||
| path: ${{ env.OV_INSTALL_DIR }} | ||
| merge-multiple: true | ||
| - name: Install dependencies | ||
| run: | | ||
| python -m pip install ${{ env.SRC_DIR }}/thirdparty/openvino_tokenizers -v ${{ needs.openvino_download.outputs.ov_wheel_source }} | ||
| python -m pip install ${{ env.SRC_DIR }} -v ${{ needs.openvino_download.outputs.ov_wheel_source }} | ||
| python -m pip install -r ${{ env.WWB_PATH }}/requirements.txt ${{ needs.openvino_download.outputs.ov_wheel_source }} | ||
| python -m pip install git+https://github.com/huggingface/optimum-intel.git@main#egg=optimum-intel | ||
| working-directory: ${{ env.OV_INSTALL_DIR }} | ||
| - name: WWB Tests | ||
| run: | | ||
| python -m pip install -v ${{ env.WWB_PATH }} | ||
| python -m pytest -v ${{ env.WWB_PATH }}/tests | ||
| Overall_Status: | ||
| name: ci/gha_overall_status_llm_bench | ||
| needs: [openvino_download, llm_bench, wwb] | ||
| if: ${{ always() }} | ||
| runs-on: ubuntu-latest | ||
| steps: | ||
| - name: Check status of all jobs | ||
| if: >- | ||
| ${{ | ||
| contains(needs.*.result, 'failure') || | ||
| contains(needs.*.result, 'cancelled') | ||
| }} | ||
| run: exit 1 |
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