Test and Benchmark Models #24
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| name: Test and Benchmark Models | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| model_id: | |
| description: 'Model ID on huggingface, for example: homebrewltd/llama3-s-2024-07-08' | |
| required: true | |
| default: homebrewltd/llama3-s-2024-07-08 | |
| type: string | |
| dataset_id: | |
| description: 'Dataset ID on huggingface, for example: jan-hq/instruction-speech-conversation-test' | |
| required: true | |
| default: jan-hq/instruction-speech-conversation-test | |
| type: string | |
| extra_args: | |
| description: 'Extra arguments for python command, for example:--mode audio --num_rows 5' | |
| required: false | |
| default: "--mode audio --num_rows 5" | |
| type: string | |
| run_benchmark: | |
| description: 'Run benchmark test' | |
| required: false | |
| default: true | |
| type: boolean | |
| run audio_benchmark: | |
| description: 'Run audio benchmark test' | |
| required: false | |
| default: true | |
| type: boolean | |
| jobs: | |
| run-test-and-benchmark: | |
| runs-on: research | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| with: | |
| submodules: 'recursive' | |
| - name: Install dependencies | |
| working-directory: ./tests | |
| run: | | |
| python3 -m pip install --upgrade pip | |
| pip3 install -r requirements.txt | |
| - name: Run tests | |
| working-directory: ./tests | |
| run: | | |
| python3 test_case.py --model_dir ${{ github.event.inputs.model_id || 'jan-hq/Jan-Llama3-0708' }} --data_dir ${{ github.event.inputs.dataset_id || 'jan-hq/instruction-speech-conversation-test' }} ${{ github.event.inputs.extra_args || '--mode audio --num_rows 5' }} | |
| - name: Install benchmark dependencies | |
| if: ${{ github.event.inputs.run_benchmark == 'true' }} | |
| run: | | |
| cd lm-evaluation-harness | |
| pip3 install -e . | |
| pip3 install lm_eval[vllm] | |
| echo "$HOME/.local/bin" >> $GITHUB_PATH | |
| - name: Run benchmark | |
| if: ${{ github.event.inputs.run_benchmark == 'true' }} | |
| run: | | |
| cd lm-evaluation-harness | |
| chmod +x ./run_benchmark.sh | |
| ./run_benchmark.sh ${{ github.event.inputs.model_id }} | |
| - name: Upload benchmark results | |
| if: ${{ github.event.inputs.run_benchmark == 'true' }} | |
| uses: actions/upload-artifact@v2 | |
| with: | |
| name: benchmark-results | |
| path: ./lm-evaluation-harness/benchmark_results/**/*.json |