41 lines
1010 B
Python
41 lines
1010 B
Python
import unittest
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from types import SimpleNamespace
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from sglang.srt.utils import kill_child_process
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from sglang.test.run_eval import run_eval
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from sglang.test.test_utils import MODEL_NAME_FOR_TEST, popen_launch_server
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class TestAccuracy(unittest.TestCase):
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@classmethod
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def setUpClass(cls):
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cls.model = MODEL_NAME_FOR_TEST
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cls.base_url = f"http://localhost:8157"
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cls.process = popen_launch_server(cls.model, cls.base_url, timeout=300)
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@classmethod
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def tearDownClass(cls):
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kill_child_process(cls.process.pid)
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def test_mmlu(self):
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args = SimpleNamespace(
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base_url=self.base_url,
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model=self.model,
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eval_name="mmlu",
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num_examples=20,
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num_threads=20,
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)
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metrics = run_eval(args)
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assert metrics["score"] >= 0.5
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if __name__ == "__main__":
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unittest.main(warnings="ignore")
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# t = TestAccuracy()
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# t.setUpClass()
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# t.test_mmlu()
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# t.tearDownClass()
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