Add CI tests for GLM-5 (#22285)
This commit is contained in:
+121
-1
@@ -14,9 +14,10 @@ from sglang.test.test_utils import (
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write_github_step_summary,
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write_github_step_summary,
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)
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)
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register_cuda_ci(est_time=360, suite="stage-c-test-8-gpu-h200")
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register_cuda_ci(est_time=720, suite="stage-c-test-8-gpu-h200")
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DEEPSEEK_V32_MODEL_PATH = "deepseek-ai/DeepSeek-V3.2"
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DEEPSEEK_V32_MODEL_PATH = "deepseek-ai/DeepSeek-V3.2"
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GLM5_MODEL_PATH = "zai-org/GLM-5-FP8"
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class TestDeepseekV32DP(CustomTestCase):
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class TestDeepseekV32DP(CustomTestCase):
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@@ -138,5 +139,124 @@ class TestDeepseekV32TP(CustomTestCase):
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self.assertGreater(speed, 80)
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self.assertGreater(speed, 80)
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class TestGLM5DP(CustomTestCase):
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@classmethod
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def setUpClass(cls):
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cls.model = GLM5_MODEL_PATH
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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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"--tp",
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"8",
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"--dp",
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"8",
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"--enable-dp-attention",
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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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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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def test_a_gsm8k(
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self,
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): # Append an "a" to make this test run first (alphabetically) to warm up the server
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args = SimpleNamespace(
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base_url=self.base_url,
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model=self.model,
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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=1400,
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num_threads=1400,
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num_shots=20,
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)
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metrics = run_eval(args)
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print(f"{metrics=}")
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if is_in_ci():
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write_github_step_summary(
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f"### test_gsm8k (glm-5)\n" f'{metrics["score"]=:.3f}\n'
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)
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self.assertGreater(metrics["score"], 0.935)
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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 (glm-5)\n" f"{speed=:.2f} token/s\n"
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)
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self.assertGreater(speed, 40)
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class TestGLM5TP(CustomTestCase):
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@classmethod
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def setUpClass(cls):
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cls.model = GLM5_MODEL_PATH
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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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"--tp",
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"8",
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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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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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def test_a_gsm8k(
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self,
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): # Append an "a" to make this test run first (alphabetically) to warm up the server
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args = SimpleNamespace(
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base_url=self.base_url,
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model=self.model,
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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=1400,
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num_threads=1400,
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num_shots=20,
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)
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metrics = run_eval(args)
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print(f"{metrics=}")
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if is_in_ci():
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write_github_step_summary(
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f"### test_gsm8k (glm-5)\n" f'{metrics["score"]=:.3f}\n'
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)
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self.assertGreater(metrics["score"], 0.935)
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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 (glm-5)\n" f"{speed=:.2f} token/s\n"
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)
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self.assertGreater(speed, 60)
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if __name__ == "__main__":
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if __name__ == "__main__":
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unittest.main()
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unittest.main()
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+172
-169
@@ -20,95 +20,10 @@ from sglang.test.test_utils import (
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register_cuda_ci(est_time=720, suite="stage-c-test-8-gpu-h200")
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register_cuda_ci(est_time=720, suite="stage-c-test-8-gpu-h200")
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FULL_DEEPSEEK_V32_MODEL_PATH = "deepseek-ai/DeepSeek-V3.2"
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FULL_DEEPSEEK_V32_MODEL_PATH = "deepseek-ai/DeepSeek-V3.2"
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GLM5_MODEL_PATH = "zai-org/GLM-5-FP8"
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class TestDeepseekV32DPMTP(CustomTestCase):
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class TestDeepseekV32DPMTP(CustomTestCase):
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@classmethod
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def setUpClass(cls):
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cls.model = FULL_DEEPSEEK_V32_MODEL_PATH
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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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"--tp",
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"8",
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"--dp",
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"8",
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"--enable-dp-attention",
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"--speculative-algorithm",
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"EAGLE",
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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-frac",
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"0.7",
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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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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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def test_a_gsm8k(
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self,
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): # Append an "a" to make this test run first (alphabetically) to warm up the server
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requests.get(self.base_url + "/flush_cache")
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args = SimpleNamespace(
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base_url=self.base_url,
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model=self.model,
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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=500,
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num_threads=500,
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num_shots=20,
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)
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metrics = run_eval(args)
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print(f"{metrics=}")
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server_info = requests.get(self.base_url + "/server_info")
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avg_spec_accept_length = server_info.json()["internal_states"][0][
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"avg_spec_accept_length"
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]
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print(f"{avg_spec_accept_length=}")
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if is_in_ci():
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write_github_step_summary(
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f"### test_gsm8k (deepseek-v32 mtp)\n"
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f'{metrics["score"]=:.3f}\n'
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f"{avg_spec_accept_length=:.2f}\n"
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)
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self.assertGreater(metrics["score"], 0.94)
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self.assertGreater(avg_spec_accept_length, 2.7)
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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"{acc_length=:.2f} {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 (deepseek-v32 mtp)\n"
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f"{acc_length=:.2f}\n"
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f"{speed=:.2f} token/s\n"
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)
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self.assertGreater(acc_length, 2.7)
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self.assertGreater(speed, 90)
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class TestDeepseekV32DPMTPV2(CustomTestCase):
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@classmethod
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@classmethod
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def setUpClass(cls):
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def setUpClass(cls):
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cls.model = FULL_DEEPSEEK_V32_MODEL_PATH
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cls.model = FULL_DEEPSEEK_V32_MODEL_PATH
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@@ -196,89 +111,6 @@ class TestDeepseekV32DPMTPV2(CustomTestCase):
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class TestDeepseekV32TPMTP(CustomTestCase):
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class TestDeepseekV32TPMTP(CustomTestCase):
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@classmethod
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def setUpClass(cls):
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cls.model = FULL_DEEPSEEK_V32_MODEL_PATH
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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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"--tp",
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"8",
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"--speculative-algorithm",
|
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"EAGLE",
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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-frac",
|
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"0.7",
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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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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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def test_a_gsm8k(
|
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self,
|
|
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): # Append an "a" to make this test run first (alphabetically) to warm up the server
|
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requests.get(self.base_url + "/flush_cache")
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|
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args = SimpleNamespace(
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base_url=self.base_url,
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model=self.model,
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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=500,
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num_threads=500,
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num_shots=20,
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)
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metrics = run_eval(args)
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print(f"{metrics=}")
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server_info = requests.get(self.base_url + "/server_info")
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avg_spec_accept_length = server_info.json()["internal_states"][0][
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"avg_spec_accept_length"
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]
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print(f"{avg_spec_accept_length=}")
|
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|
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if is_in_ci():
|
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write_github_step_summary(
|
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f"### test_gsm8k (deepseek-v32 mtp)\n"
|
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f'{metrics["score"]=:.3f}\n'
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f"{avg_spec_accept_length=:.2f}\n"
|
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)
|
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self.assertGreater(metrics["score"], 0.94)
|
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self.assertGreater(avg_spec_accept_length, 2.7)
|
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|
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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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|
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print(f"{acc_length=:.2f} {speed=:.2f}")
|
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|
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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 (deepseek-v32 mtp)\n"
|
|
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f"{acc_length=:.2f}\n"
|
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f"{speed=:.2f} token/s\n"
|
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)
|
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|
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self.assertGreater(acc_length, 2.7)
|
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self.assertGreater(speed, 160)
|
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|
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|
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class TestDeepseekV32TPMTPV2(CustomTestCase):
|
|
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@classmethod
|
@classmethod
|
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def setUpClass(cls):
|
def setUpClass(cls):
|
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cls.model = FULL_DEEPSEEK_V32_MODEL_PATH
|
cls.model = FULL_DEEPSEEK_V32_MODEL_PATH
|
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@@ -362,5 +194,176 @@ class TestDeepseekV32TPMTPV2(CustomTestCase):
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self.assertGreater(speed, 180)
|
self.assertGreater(speed, 180)
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|
|
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|
|
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|
class TestGLM5DPMTP(CustomTestCase):
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|
@classmethod
|
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|
def setUpClass(cls):
|
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|
cls.model = GLM5_MODEL_PATH
|
||||||
|
cls.base_url = DEFAULT_URL_FOR_TEST
|
||||||
|
other_args = [
|
||||||
|
"--trust-remote-code",
|
||||||
|
"--tp",
|
||||||
|
"8",
|
||||||
|
"--dp",
|
||||||
|
"8",
|
||||||
|
"--enable-dp-attention",
|
||||||
|
"--speculative-algorithm",
|
||||||
|
"EAGLE",
|
||||||
|
"--speculative-num-steps",
|
||||||
|
"3",
|
||||||
|
"--speculative-eagle-topk",
|
||||||
|
"1",
|
||||||
|
"--speculative-num-draft-tokens",
|
||||||
|
"4",
|
||||||
|
"--mem-frac",
|
||||||
|
"0.8",
|
||||||
|
"--model-loader-extra-config",
|
||||||
|
'{"enable_multithread_load": true, "num_threads": 64}',
|
||||||
|
]
|
||||||
|
with envs.SGLANG_ENABLE_SPEC_V2.override(True):
|
||||||
|
cls.process = popen_launch_server(
|
||||||
|
cls.model,
|
||||||
|
cls.base_url,
|
||||||
|
timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
|
||||||
|
other_args=other_args,
|
||||||
|
)
|
||||||
|
|
||||||
|
@classmethod
|
||||||
|
def tearDownClass(cls):
|
||||||
|
kill_process_tree(cls.process.pid)
|
||||||
|
|
||||||
|
def test_a_gsm8k(
|
||||||
|
self,
|
||||||
|
): # Append an "a" to make this test run first (alphabetically) to warm up the server
|
||||||
|
requests.get(self.base_url + "/flush_cache")
|
||||||
|
|
||||||
|
args = SimpleNamespace(
|
||||||
|
base_url=self.base_url,
|
||||||
|
model=self.model,
|
||||||
|
eval_name="gsm8k",
|
||||||
|
api="completion",
|
||||||
|
max_tokens=512,
|
||||||
|
num_examples=500,
|
||||||
|
num_threads=500,
|
||||||
|
num_shots=20,
|
||||||
|
)
|
||||||
|
metrics = run_eval(args)
|
||||||
|
print(f"{metrics=}")
|
||||||
|
|
||||||
|
server_info = requests.get(self.base_url + "/server_info")
|
||||||
|
avg_spec_accept_length = server_info.json()["internal_states"][0][
|
||||||
|
"avg_spec_accept_length"
|
||||||
|
]
|
||||||
|
print(f"{avg_spec_accept_length=}")
|
||||||
|
|
||||||
|
if is_in_ci():
|
||||||
|
write_github_step_summary(
|
||||||
|
f"### test_gsm8k (glm-5 mtp)\n"
|
||||||
|
f'{metrics["score"]=:.3f}\n'
|
||||||
|
f"{avg_spec_accept_length=:.2f}\n"
|
||||||
|
)
|
||||||
|
self.assertGreater(metrics["score"], 0.94)
|
||||||
|
self.assertGreater(avg_spec_accept_length, 2.7)
|
||||||
|
|
||||||
|
def test_bs_1_speed(self):
|
||||||
|
args = BenchArgs(port=int(self.base_url.split(":")[-1]), max_new_tokens=2048)
|
||||||
|
acc_length, speed = send_one_prompt(args)
|
||||||
|
|
||||||
|
print(f"{acc_length=:.2f} {speed=:.2f}")
|
||||||
|
|
||||||
|
if is_in_ci():
|
||||||
|
write_github_step_summary(
|
||||||
|
f"### test_bs_1_speed (glm-5 mtp)\n"
|
||||||
|
f"{acc_length=:.2f}\n"
|
||||||
|
f"{speed=:.2f} token/s\n"
|
||||||
|
)
|
||||||
|
|
||||||
|
self.assertGreater(acc_length, 2.7)
|
||||||
|
self.assertGreater(speed, 70)
|
||||||
|
|
||||||
|
|
||||||
|
class TestGLM5TPMTP(CustomTestCase):
|
||||||
|
@classmethod
|
||||||
|
def setUpClass(cls):
|
||||||
|
cls.model = GLM5_MODEL_PATH
|
||||||
|
cls.base_url = DEFAULT_URL_FOR_TEST
|
||||||
|
other_args = [
|
||||||
|
"--trust-remote-code",
|
||||||
|
"--tp",
|
||||||
|
"8",
|
||||||
|
"--speculative-algorithm",
|
||||||
|
"EAGLE",
|
||||||
|
"--speculative-num-steps",
|
||||||
|
"3",
|
||||||
|
"--speculative-eagle-topk",
|
||||||
|
"1",
|
||||||
|
"--speculative-num-draft-tokens",
|
||||||
|
"4",
|
||||||
|
"--mem-frac",
|
||||||
|
"0.8",
|
||||||
|
"--model-loader-extra-config",
|
||||||
|
'{"enable_multithread_load": true, "num_threads": 64}',
|
||||||
|
]
|
||||||
|
with envs.SGLANG_ENABLE_SPEC_V2.override(True):
|
||||||
|
cls.process = popen_launch_server(
|
||||||
|
cls.model,
|
||||||
|
cls.base_url,
|
||||||
|
timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
|
||||||
|
other_args=other_args,
|
||||||
|
)
|
||||||
|
|
||||||
|
@classmethod
|
||||||
|
def tearDownClass(cls):
|
||||||
|
kill_process_tree(cls.process.pid)
|
||||||
|
|
||||||
|
def test_a_gsm8k(
|
||||||
|
self,
|
||||||
|
): # Append an "a" to make this test run first (alphabetically) to warm up the server
|
||||||
|
requests.get(self.base_url + "/flush_cache")
|
||||||
|
|
||||||
|
args = SimpleNamespace(
|
||||||
|
base_url=self.base_url,
|
||||||
|
model=self.model,
|
||||||
|
eval_name="gsm8k",
|
||||||
|
api="completion",
|
||||||
|
max_tokens=512,
|
||||||
|
num_examples=500,
|
||||||
|
num_threads=500,
|
||||||
|
num_shots=20,
|
||||||
|
)
|
||||||
|
metrics = run_eval(args)
|
||||||
|
print(f"{metrics=}")
|
||||||
|
|
||||||
|
server_info = requests.get(self.base_url + "/server_info")
|
||||||
|
avg_spec_accept_length = server_info.json()["internal_states"][0][
|
||||||
|
"avg_spec_accept_length"
|
||||||
|
]
|
||||||
|
print(f"{avg_spec_accept_length=}")
|
||||||
|
|
||||||
|
if is_in_ci():
|
||||||
|
write_github_step_summary(
|
||||||
|
f"### test_gsm8k (glm-5 mtp)\n"
|
||||||
|
f'{metrics["score"]=:.3f}\n'
|
||||||
|
f"{avg_spec_accept_length=:.2f}\n"
|
||||||
|
)
|
||||||
|
self.assertGreater(metrics["score"], 0.94)
|
||||||
|
self.assertGreater(avg_spec_accept_length, 2.7)
|
||||||
|
|
||||||
|
def test_bs_1_speed(self):
|
||||||
|
args = BenchArgs(port=int(self.base_url.split(":")[-1]), max_new_tokens=2048)
|
||||||
|
acc_length, speed = send_one_prompt(args)
|
||||||
|
|
||||||
|
print(f"{acc_length=:.2f} {speed=:.2f}")
|
||||||
|
|
||||||
|
if is_in_ci():
|
||||||
|
write_github_step_summary(
|
||||||
|
f"### test_bs_1_speed (glm-5 mtp)\n"
|
||||||
|
f"{acc_length=:.2f}\n"
|
||||||
|
f"{speed=:.2f} token/s\n"
|
||||||
|
)
|
||||||
|
|
||||||
|
self.assertGreater(acc_length, 2.7)
|
||||||
|
self.assertGreater(speed, 150)
|
||||||
|
|
||||||
|
|
||||||
if __name__ == "__main__":
|
if __name__ == "__main__":
|
||||||
unittest.main()
|
unittest.main()
|
||||||
Reference in New Issue
Block a user