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