test_eval_accuracy_mini.py 1.07 KB
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import unittest
from types import SimpleNamespace

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from sglang.srt.utils import kill_process_tree
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from sglang.test.run_eval import run_eval
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from sglang.test.test_utils import (
    DEFAULT_MODEL_NAME_FOR_TEST,
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    DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
    DEFAULT_URL_FOR_TEST,
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    popen_launch_server,
)
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class TestEvalAccuracyMini(unittest.TestCase):
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    @classmethod
    def setUpClass(cls):
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        cls.model = DEFAULT_MODEL_NAME_FOR_TEST
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        cls.base_url = DEFAULT_URL_FOR_TEST
        cls.process = popen_launch_server(
            cls.model, cls.base_url, timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH
        )
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    @classmethod
    def tearDownClass(cls):
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        kill_process_tree(cls.process.pid)
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    def test_mmlu(self):
        args = SimpleNamespace(
            base_url=self.base_url,
            model=self.model,
            eval_name="mmlu",
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            num_examples=64,
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            num_threads=32,
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            temperature=0.1,
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        )

        metrics = run_eval(args)
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        self.assertGreaterEqual(metrics["score"], 0.65)
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if __name__ == "__main__":
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    unittest.main()