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Added github action to evaluate on private dataset
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| name: ci | ||
| name: Deploy to github pages | ||
| on: | ||
| push: | ||
| branches: | ||
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| name: Update leaderboard. | ||
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| on: | ||
| pull_request: | ||
| types: [opened, reopened, synchronize] | ||
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| jobs: | ||
| private_evaluation: | ||
| runs-on: ubuntu-latest | ||
| steps: | ||
| - name: Check if there are any changes in submissions dir | ||
| uses: dorny/[email protected] | ||
| id: changes | ||
| with: | ||
| filters: | | ||
| src: | ||
| - 'session_2/challenge/submissions/**' | ||
| # Exit early if no changes in the submissions directory | ||
| - name: Exit if no changes | ||
| if: ${{ steps.changes.outputs.changed_files == '' }} | ||
| run: exit 0 # Exit with success code | ||
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| # Install evaluation dependencies and run the evals. | ||
| - name: Install Python | ||
| uses: actions/setup-python@v5 | ||
| with: | ||
| python-version: "3.10" | ||
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| - name: Install dependencies | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| pip install -r session_2/challenge/requirements.txt | ||
| - name: Run leaderboard update script | ||
| id: leaderboard-update | ||
| run: | | ||
| cd session_2/challenge | ||
| python -m scripts.leaderboard --github_user="${{ github.actor }}" --prompt="${{ steps.changes.outputs.changed_file }}" | ||
| # # Commit the updated leaderboard | ||
| # - name: Commit Updated Leaderboard | ||
| # id: commit-leaderboard | ||
| # run: | | ||
| # git config --global user.name "GitHub Actions" | ||
| # git config --global user.email "[email protected]" | ||
| # git add leaderboard.md | ||
| # git commit -m "Update leaderboard" | ||
| # git push origin HEAD:${{ github.ref }} | ||
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| # # Print the commit SHA for reference | ||
| # - name: Print Commit SHA | ||
| # run: echo "Commit SHA: ${{ steps.commit-leaderboard.outputs.commit_sha }}" |
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| """Utilities to load evaluation datasets.""" | ||
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| import glob | ||
| import os | ||
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| def load_sample_test_set(samples_dir: str) -> list[tuple[str, bool]]: | ||
| """Loads sample job descriptions and answers for local testing.""" | ||
| sample_files = glob.glob(os.path.join(samples_dir, "*.txt")) | ||
| sample_inputs = [] | ||
| for filepath in sample_files: | ||
| content = open(filepath, "r").read() | ||
| filename = os.path.basename(filepath).lower() | ||
| if filename.endswith("_yes.txt"): | ||
| target = True | ||
| elif filename.endswith("_no.txt"): | ||
| target = False | ||
| else: | ||
| raise ValueError( | ||
| "File %s must end with yes.txt or no.txt" % filepath | ||
| ) | ||
| target = True if "yes" in filename.lower() else False | ||
| sample_inputs.append((content, target)) | ||
| return sample_inputs |
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| """Library function for evaluating a prompt on a particular dataset.""" | ||
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| import logging | ||
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| import tqdm | ||
| from scripts import model, registry | ||
| from submissions import * # noqa: F401, F403 | ||
| from submissions import baseline # noqa: F401 | ||
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| def evaluate(dataset: list[tuple[str, bool]], prompt_name: str): | ||
| """Evaluates the prompt submission.""" | ||
| # Loads a free gpt4 model. | ||
| llm = model.G4fModel() | ||
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| # Loads a prompt submission. | ||
| prompt_handler = registry.get(name=prompt_name) | ||
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| # Generate results for the dataset. | ||
| correct_pred = 0 | ||
| for idx, (job_description, target) in enumerate(tqdm.tqdm(dataset)): | ||
| prompt = prompt_handler.build_prompt(job_description=job_description) | ||
| response = llm.generate(prompt=prompt) | ||
| prediction = prompt_handler.parse_response(model_response=response) | ||
| if prediction == target: | ||
| correct_pred += 1 | ||
| result = "[PASS]" | ||
| else: | ||
| result = "[FAIL]" | ||
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| logging.debug( | ||
| "No=%d. target=%s prediction=%s %s\n[prompt]\n%s\n[response]\n%s" | ||
| % (idx, target, prediction, result, prompt, response) | ||
| ) | ||
| acc = correct_pred / len(dataset) * 100 | ||
| return acc |
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