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README.md
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</p>
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---
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## Principle-Based Rubrics Generation
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Generate Scenario Classification:
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```
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python run_scenario_gen.py \
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--mode api \
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--model_name gpt-5.1 \
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--model_api_url "https://your-provider.example.com/v1/chat/completions" \
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--model_api_key "YOUR_KEY" \
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--input_path data/input.jsonl \
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--output_dir outputs \
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--temperature 0.2 \
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--concurrency 50 \
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--overwrite
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```
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Extract Principle Pool:
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```
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python attach_principle_pool.py \
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--in_jsonl /path/to/input.jsonl \
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--principles_json principles_v1.json \
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--out_jsonl /path/to/output.with_pool.jsonl
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```
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Generate Principles-Based Rubrics
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```
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python gen_rubric_from_principles.py \
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--mode api \
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--model_name gpt-5.1 \
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--model_api_url "https://your-provider.example.com/v1/chat/completions" \
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--model_api_key "your_api_key_here" \
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--input_path data/input.jsonl \
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--output_dir outputs \
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--temperature 0.2 \
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--concurrency 50
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```
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## Acknowledgement
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</p>
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## Acknowledgement
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