73 lines
2.3 KiB
Python
73 lines
2.3 KiB
Python
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.performance_test_runner import PerformanceTestParams
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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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# Runs on both H200 and B200 via nightly-8-gpu-common suite
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register_cuda_ci(est_time=3600, suite="nightly-8-gpu-common", nightly=True)
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KIMI_K25_MODEL_PATH = "moonshotai/Kimi-K2.5"
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EAGLE3_DRAFT_MODEL_PATH = "AQ-MedAI/Kimi-K25-eagle3"
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class TestKimiK25(unittest.TestCase):
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"""Unified test class for Kimi-K2.5 performance and accuracy.
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Two variants:
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- basic: TP=8 + tool/reasoning parsers
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- eagle3: TP=8 + EAGLE3 speculative decoding with draft model
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Each variant runs BOTH:
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- Performance test (using NightlyBenchmarkRunner)
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- Accuracy test (using run_eval with gsm8k)
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"""
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def test_kimi_k25(self):
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"""Run performance and accuracy for all Kimi-K2.5 variants."""
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base_args = [
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"--trust-remote-code",
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"--tool-call-parser=kimi_k2",
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"--reasoning-parser=kimi_k2",
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]
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eagle3_args = [
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"--speculative-algorithm=EAGLE3",
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f"--speculative-draft-model-path={EAGLE3_DRAFT_MODEL_PATH}",
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"--speculative-num-steps=3",
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"--speculative-eagle-topk=1",
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"--speculative-num-draft-tokens=4",
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"--mem-frac=0.85",
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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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KIMI_K25_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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ModelLaunchSettings(
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KIMI_K25_MODEL_PATH,
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tp_size=8,
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extra_args=base_args + eagle3_args,
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variant="TP8+MTP",
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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="Kimi-K2.5",
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accuracy_params=AccuracyTestParams(dataset="gsm8k", baseline_accuracy=0.92),
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performance_params=PerformanceTestParams(
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profile_dir="performance_profiles_kimi_k25",
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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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