Add ci test for ring model (#18829)
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@@ -26,6 +26,7 @@ class AccuracyTestParams:
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# Extended parameters for special evaluations (e.g., GPQA with thinking mode)
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thinking_mode: Optional[str] = None # e.g., "deepseek-v3"
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temperature: Optional[float] = None
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top_p: Optional[float] = None
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repeat: Optional[int] = None
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@@ -81,6 +82,7 @@ def _run_simple_eval(
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return_latency: bool = False,
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thinking_mode: Optional[str] = None,
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temperature: Optional[float] = None,
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top_p: Optional[float] = None,
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repeat: Optional[int] = None,
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) -> Tuple[bool, Optional[str], Optional[dict]]:
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"""Run evaluation using simple_eval backend (run_eval.py).
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@@ -117,6 +119,9 @@ def _run_simple_eval(
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if temperature is not None:
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args.temperature = temperature
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if top_p is not None:
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args.top_p = top_p
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if repeat is not None:
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args.repeat = repeat
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@@ -212,7 +217,13 @@ def run_accuracy_test(
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print(f"{'='*60}\n")
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# Run evaluation based on dataset type
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if params.dataset == "gsm8k":
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# Use few_shot_eval for gsm8k by default for backward compatibility.
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# Use simple_eval when any extended params are set that few_shot_eval doesn't support.
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has_extended_params = any(
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getattr(params, field) is not None
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for field in ("thinking_mode", "temperature", "top_p", "repeat")
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)
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if params.dataset == "gsm8k" and not has_extended_params:
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success, error, metrics = _run_few_shot_eval(
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model=model,
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base_url=base_url,
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@@ -230,6 +241,7 @@ def run_accuracy_test(
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return_latency=params.return_latency,
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thinking_mode=params.thinking_mode,
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temperature=params.temperature,
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top_p=params.top_p,
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repeat=params.repeat,
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)
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@@ -0,0 +1,53 @@
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import unittest
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from sglang.test.accuracy_test_runner import AccuracyTestParams
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from sglang.test.ci.ci_register import register_cuda_ci
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from sglang.test.run_combined_tests import run_combined_tests
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from sglang.test.test_utils import ModelLaunchSettings
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# register_cuda_ci(est_time=1000, suite="nightly-8-gpu-common", nightly=True)
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register_cuda_ci(est_time=1000, suite="stage-c-test-8-gpu-h200")
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RING_2_5_1T_MODEL_PATH = "inclusionAI/Ring-2.5-1T"
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class TestRing2_5_1T(unittest.TestCase):
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"""Accuracy test for Ring-2.5-1T.
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Ring-2.5-1T is a ~1T MoE model with linear attention layers.
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Uses TP=8 for GSM8K evaluation.
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"""
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def test_ring_2_5_1t(self):
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base_args = [
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"--tp=8",
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"--trust-remote-code",
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"--model-loader-extra-config",
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'{"enable_multithread_load": true, "num_threads": 64}',
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]
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variants = [
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ModelLaunchSettings(
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RING_2_5_1T_MODEL_PATH,
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tp_size=8,
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extra_args=base_args,
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variant="TP8",
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),
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]
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run_combined_tests(
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models=variants,
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test_name="Ring-2.5-1T",
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accuracy_params=AccuracyTestParams(
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dataset="gsm8k",
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num_examples=200,
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baseline_accuracy=0.88,
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temperature=1.2,
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top_p=0.8,
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max_tokens=4096,
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),
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)
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if __name__ == "__main__":
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unittest.main()
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