111 lines
2.9 KiB
Python
111 lines
2.9 KiB
Python
import unittest
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from sglang.srt.environ import envs
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from sglang.test.ci.ci_register import register_cuda_ci
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from sglang.test.kits.gsm8k_accuracy_kit import GSM8KMixin
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from sglang.test.kits.kl_divergence_kit import KLDivergenceMixin
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from sglang.test.kits.prefix_cache_branching_kit import PrefixCacheBranchingMixin
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from sglang.test.server_fixtures.default_fixture import DefaultServerBase
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register_cuda_ci(est_time=500, suite="stage-c-test-4-gpu-h100")
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QWEN3_NEXT_MODEL = "Qwen/Qwen3-Next-80B-A3B-Instruct"
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class TestQwen3NextMTP(GSM8KMixin, KLDivergenceMixin, DefaultServerBase):
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model = QWEN3_NEXT_MODEL
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gsm8k_accuracy_thres = 0.93
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kl_div_thres = 0.0025
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other_args = [
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"--trust-remote-code",
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"--speculative-algorithm",
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"NEXTN",
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"--speculative-num-steps",
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"3",
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"--speculative-eagle-topk",
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"1",
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"--speculative-num-draft-tokens",
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"4",
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"--mem-fraction-static",
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"0.8",
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"--tp",
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"4",
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"--chunked-prefill-size",
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"2048",
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"--mamba-scheduler-strategy",
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"no_buffer",
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"--disable-radix-cache",
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]
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class TestQwen3NextMTPTopk(
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GSM8KMixin, KLDivergenceMixin, PrefixCacheBranchingMixin, DefaultServerBase
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):
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model = QWEN3_NEXT_MODEL
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cache_chunk_size = 64
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gsm8k_accuracy_thres = 0.93
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kl_div_thres = 0.008
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other_args = [
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"--trust-remote-code",
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"--speculative-algorithm",
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"NEXTN",
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"--speculative-num-steps",
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"5",
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"--speculative-eagle-topk",
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"4",
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"--speculative-num-draft-tokens",
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"8",
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"--mem-fraction-static",
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"0.8",
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"--tp",
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"4",
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"--chunked-prefill-size",
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"2048",
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"--mamba-scheduler-strategy",
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"extra_buffer",
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"--mamba-track-interval",
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"128",
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]
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# TODO(hzh): After merging the PR that fixes specv2 to correctly return log probs,
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# add KLDivergenceMixin back. https://github.com/sgl-project/sglang/pull/18645
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class TestQwen3NextMTPV2(GSM8KMixin, DefaultServerBase):
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model = QWEN3_NEXT_MODEL
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gsm8k_accuracy_thres = 0.93
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other_args = [
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"--trust-remote-code",
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"--speculative-algorithm",
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"NEXTN",
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"--speculative-num-steps",
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"3",
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"--speculative-eagle-topk",
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"1",
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"--speculative-num-draft-tokens",
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"4",
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"--mem-fraction-static",
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"0.8",
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"--tp",
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"4",
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"--chunked-prefill-size",
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"2048",
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"--mamba-scheduler-strategy",
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"extra_buffer",
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"--mamba-track-interval",
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"128",
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]
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@classmethod
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def setUpClass(cls):
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envs.SGLANG_ENABLE_SPEC_V2.set(True)
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super().setUpClass()
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@classmethod
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def tearDownClass(cls):
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envs.SGLANG_ENABLE_SPEC_V2.set(False)
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super().tearDownClass()
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if __name__ == "__main__":
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unittest.main()
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