✨ Add Binary Build and Publish Workflow #64
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| name: Evaluation Matrix | |
| on: | |
| push: | |
| branches: | |
| - main | |
| permissions: | |
| deployments: write | |
| contents: write | |
| jobs: | |
| evaluation: | |
| name: Performance Evaluation | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| evaluation: | |
| - provider: ChatIBMGenAI | |
| model_prefix: codellama | |
| model: codellama-34b-instruct | |
| - provider: ChatIBMGenAI | |
| model_prefix: deepseek-ai | |
| model: deepseek-coder-33b-instruct | |
| - provider: ChatIBMGenAI | |
| model_prefix: meta-llama | |
| model: llama-3-70b-instruct | |
| max_new_tokens: 2048 | |
| - provider: ChatIBMGenAI | |
| model_prefix: mistralai | |
| model: mistral-7b-v0-1 | |
| - provider: ChatIBMGenAI | |
| model_prefix: mistralai | |
| model: mixtral-8x7b-instruct-v01 | |
| test: | |
| - example: example_a | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-python@main | |
| with: | |
| python-version: 3.12 | |
| - name: Update environment | |
| run: | | |
| echo "MAX_NEW_TOKENS=${{ matrix.evaluation.max_new_tokens }}" >> $GITHUB_ENV | |
| if: matrix.evaluation.max_new_tokens != null | |
| - name: Run benchmark | |
| run: | | |
| pip install -r requirements.txt | |
| pip install -e . | |
| cd kai | |
| cat << EOF > config.toml | |
| log_level = "info" | |
| file_log_level = "debug" | |
| log_dir = "$pwd/logs" | |
| demo_mode = false | |
| trace_enabled = true | |
| solution_consumers = ["diff_only", "llm_summary"] | |
| [incident_store] | |
| solution_detectors = "naive" | |
| solution_producers = "text_only" | |
| [incident_store.args] | |
| provider = "postgresql" | |
| host = "127.0.0.1" | |
| database = "kai" | |
| user = "kai" | |
| password = "dog8code" | |
| [embeddings] | |
| todo = true | |
| [models] | |
| provider = "${{ matrix.evaluation.provider }}" | |
| [models.args] | |
| model_id = "${{ matrix.evaluation.model_prefix }}/${{ matrix.evaluation.model }}" | |
| EOF | |
| if [[ ! -z "${MAX_NEW_TOKENS}" ]]; then | |
| cat << EOF >> config.toml | |
| parameters.max_new_tokens = ${{ matrix.evaluation.max_new_tokens }} | |
| EOF | |
| fi | |
| echo [{\"name\": \ | |
| \"${{ matrix.evaluation.provider }}_${{ matrix.evaluation.model_prefix }}_${{ matrix.evaluation.model }}_${{ matrix.test.example }}\", \ | |
| \"unit\": \"Match\", \ | |
| \"value\": \"$(PYTHONPATH=".." python evaluation.py --configs ./config.toml | tail -n 1 | awk '{ print $3 }')\" \ | |
| }] > ../output.txt | |
| git checkout config.toml | |
| cd .. | |
| env: | |
| GENAI_KEY: ${{ secrets.GENAI_KEY }} | |
| - name: Store benchmark result | |
| uses: benchmark-action/github-action-benchmark@v1 | |
| with: | |
| tool: customBiggerIsBetter | |
| benchmark-data-dir-path: evaluations | |
| output-file-path: output.txt | |
| #fail-on-alert: true | |
| github-token: ${{ secrets.GITHUB_TOKEN }} | |
| auto-push: true |