11b76d24dc
Co-authored-by: Zhang-Xiaoxue <xiaoxuezhang17@outlook.com> Co-authored-by: dawncc <dawn.cc022@gmail.com> Co-authored-by: lixinqi7 <li_xinqi7@163.com> Co-authored-by: rangejay <rangejay1st@163.com>
88 lines
2.6 KiB
Python
88 lines
2.6 KiB
Python
import os
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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.send_one import BenchArgs, send_one_prompt
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from sglang.test.test_utils import (
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DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
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DEFAULT_URL_FOR_TEST,
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CustomTestCase,
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is_in_ci,
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popen_launch_server,
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write_github_step_summary,
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)
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class TestLLaDA2Mini(CustomTestCase):
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@classmethod
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def setUpClass(cls):
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cls._old_disable_acl = os.environ.get("SGLANG_NPU_DISABLE_ACL_FORMAT_WEIGHT")
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os.environ["SGLANG_NPU_DISABLE_ACL_FORMAT_WEIGHT"] = "1"
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cls.model = "/root/.cache/modelscope/hub/models/inclusionAI/LLaDA2.0-mini"
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cls.base_url = DEFAULT_URL_FOR_TEST
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other_args = [
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"--trust-remote-code",
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"--disable-radix-cache",
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"--mem-fraction-static",
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"0.9",
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"--max-running-requests",
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"1",
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"--attention-backend",
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"ascend",
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"--dllm-algorithm",
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"LowConfidence", # TODO: Add dLLM configurations
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]
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cls.process = popen_launch_server(
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cls.model,
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cls.base_url,
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timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
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other_args=other_args,
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)
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@classmethod
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def tearDownClass(cls):
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kill_process_tree(cls.process.pid)
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if cls._old_disable_acl is None:
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os.environ.pop("SGLANG_NPU_DISABLE_ACL_FORMAT_WEIGHT", None)
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else:
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os.environ["SGLANG_NPU_DISABLE_ACL_FORMAT_WEIGHT"] = cls._old_disable_acl
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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=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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print(f"{metrics=}")
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self.assertGreater(metrics["accuracy"], 0.88)
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self.assertGreater(metrics["output_throughput"], 70)
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def test_bs_1_speed(self):
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args = BenchArgs(port=int(self.base_url.split(":")[-1]), max_new_tokens=2048)
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acc_length, speed = send_one_prompt(args)
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print(f"{speed=:.2f}")
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if is_in_ci():
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write_github_step_summary(
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f"### test_bs_1_speed (llada2-mini) with tp1\n"
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f"{speed=:.2f} token/s\n"
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)
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self.assertGreater(speed, 130)
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if __name__ == "__main__":
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unittest.main()
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