Unify GSM8K eval path to Chat API for regression CI readiness (#21667)
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@@ -8,7 +8,7 @@ import requests
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from transformers import AutoTokenizer
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from sglang.test.ci.ci_register import register_cuda_ci
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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 (
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PDDisaggregationServerBase,
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)
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@@ -81,18 +81,17 @@ class TestDisaggregationAccuracy(PDDisaggregationServerBase):
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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=f"http://{self.base_host}",
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port=int(self.lb_port),
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base_url=f"http://{self.base_host}:{self.lb_port}",
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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(f"Evaluation metrics: {metrics}")
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self.assertGreater(metrics["accuracy"], 0.62)
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self.assertGreater(metrics["score"], 0.62)
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def test_logprob(self):
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prompt = "The capital of france is "
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@@ -260,18 +259,17 @@ class TestDisaggregationMooncakeFailure(PDDisaggregationServerBase):
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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=f"http://{self.base_host}",
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port=int(self.lb_port),
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base_url=f"http://{self.base_host}:{self.lb_port}",
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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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# Expect lots of failure but the server cannot crash
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try:
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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"Evaluation metrics: {metrics}")
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except Exception as e:
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print(f"Test encountered expected errors: {e}")
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@@ -362,18 +360,17 @@ class TestDisaggregationMooncakeSpec(PDDisaggregationServerBase):
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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=f"http://{self.base_host}",
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port=int(self.lb_port),
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base_url=f"http://{self.base_host}:{self.lb_port}",
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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(f"Evaluation metrics: {metrics}")
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self.assertGreater(metrics["accuracy"], 0.74)
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self.assertGreater(metrics["score"], 0.74)
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class TestDisaggregationSimulatedRetract(PDDisaggregationServerBase):
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@@ -440,18 +437,17 @@ class TestDisaggregationSimulatedRetract(PDDisaggregationServerBase):
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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=f"http://{self.base_host}",
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port=int(self.lb_port),
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base_url=f"http://{self.base_host}:{self.lb_port}",
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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(f"Evaluation metrics: {metrics}")
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self.assertGreater(metrics["accuracy"], 0.62)
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self.assertGreater(metrics["score"], 0.62)
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if __name__ == "__main__":
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