Unify GSM8K eval path to Chat API for regression CI readiness (#21667)
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@@ -7,7 +7,6 @@ import unittest
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from types import SimpleNamespace
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from sglang.srt.utils import kill_process_tree
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from sglang.test.few_shot_gsm8k import run_eval as run_eval_few_shot_gsm8k
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from sglang.test.run_eval import run_eval
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from sglang.test.test_utils import (
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DEFAULT_DEEPEP_MODEL_NAME_FOR_TEST,
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@@ -44,18 +43,19 @@ class TestMoEDeepEPEvalAccuracyLarge(CustomTestCase):
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def test_gsm8k(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="gsm8k",
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api="completion",
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max_tokens=512,
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num_examples=200,
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num_threads=64,
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num_shots=8,
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data_path=None,
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num_questions=200,
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parallel=64,
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max_new_tokens=512,
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host="http://127.0.0.1",
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port=int(self.base_url.split(":")[-1]),
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)
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metrics = run_eval_few_shot_gsm8k(args)
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metrics = run_eval(args)
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print(f"Eval accuracy of GSM8K: {metrics=}")
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self.assertGreater(metrics["accuracy"], 0.93)
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self.assertGreater(metrics["score"], 0.93)
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def test_mmlu(self):
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args = SimpleNamespace(
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@@ -5,7 +5,7 @@ from types import SimpleNamespace
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import requests
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from sglang.srt.utils import kill_process_tree
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from sglang.test.few_shot_gsm8k import run_eval as run_eval_few_shot_gsm8k
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from sglang.test.run_eval import run_eval
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from sglang.test.server_fixtures.disaggregation_fixture import get_rdma_devices_args
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from sglang.test.test_utils import (
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DEFAULT_MODEL_NAME_FOR_TEST_MLA,
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@@ -24,6 +24,7 @@ class TestBackup(CustomTestCase):
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def setUpClass(cls):
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cls.model = DEFAULT_MODEL_NAME_FOR_TEST_MLA
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cls.base_port = 20000
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cls.base_url = f"http://127.0.0.1:{cls.base_port}"
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cls.num_processes = 2
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# TODO (stage 100): in the future, implement a specified multiprocess launcher
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cls.processes = [
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@@ -124,18 +125,18 @@ class TestBackup(CustomTestCase):
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def test_gsm8k(self):
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args = SimpleNamespace(
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num_shots=5,
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data_path=None,
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num_questions=200,
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max_new_tokens=512,
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parallel=128,
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host="http://127.0.0.1",
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port=self.base_port,
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base_url=self.base_url,
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model=self.model,
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eval_name="gsm8k",
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api="completion",
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max_tokens=512,
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num_examples=200,
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num_threads=128,
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)
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metrics = run_eval_few_shot_gsm8k(args)
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metrics = run_eval(args)
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print(metrics)
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self.assertGreater(metrics["accuracy"], 0.60)
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self.assertGreater(metrics["score"], 0.60)
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if __name__ == "__main__":
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@@ -4,7 +4,7 @@ import unittest
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from types import SimpleNamespace
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from sglang.srt.utils import kill_process_tree
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from sglang.test.few_shot_gsm8k import run_eval as run_eval_few_shot_gsm8k
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from sglang.test.run_eval import run_eval
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from sglang.test.server_fixtures.disaggregation_fixture import get_rdma_devices_args
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from sglang.test.test_utils import (
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DEFAULT_MODEL_NAME_FOR_TEST_MLA,
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@@ -71,21 +71,21 @@ class _EPTestBase(CustomTestCase):
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def _run_gsm8k(self):
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args = SimpleNamespace(
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num_shots=5,
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data_path=None,
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num_questions=200,
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max_new_tokens=512,
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parallel=128,
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host="http://127.0.0.1",
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port=int(self.base_url.split(":")[-1]),
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base_url=self.base_url,
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model=self.model,
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eval_name="gsm8k",
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api="completion",
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max_tokens=512,
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num_examples=200,
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num_threads=128,
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)
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metrics = run_eval_few_shot_gsm8k(args)
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metrics = run_eval(args)
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print(metrics)
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return metrics
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def test_gsm8k(self):
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metrics = self._run_gsm8k()
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self.assertGreater(metrics["accuracy"], 0.60)
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self.assertGreater(metrics["score"], 0.60)
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class TestNixlEPTP(_EPTestBase):
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@@ -108,7 +108,7 @@ class TestNixlMoeMooncakeElasticEP(_EPTestBase):
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def test_gsm8k_fault_1(self):
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os.system(f"pkill -f {self.pkill_process_1}")
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metrics = self._run_gsm8k()
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self.assertGreater(metrics["accuracy"], 0.60)
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self.assertGreater(metrics["score"], 0.60)
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if __name__ == "__main__":
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