"""Stress test for DeepSeek-V3 model.""" import os import unittest from sglang.test.ci.ci_register import register_cuda_ci from sglang.test.ci.ci_stress_utils import StressTestRunner from sglang.test.test_utils import DEFAULT_URL_FOR_TEST MODEL_PATH = "deepseek-ai/DeepSeek-V3" RANDOM_INPUT_LEN = 16384 RANDOM_OUTPUT_LEN = 1024 OUTPUT_FILE = "stress_test_deepseek_v3.jsonl" # Register for CI - estimated 45 minutes register_cuda_ci(est_time=2700, suite="stress") class TestStressDeepSeekV3(unittest.TestCase): @classmethod def setUpClass(cls): cls.model = MODEL_PATH cls.base_url = DEFAULT_URL_FOR_TEST cls.num_prompts = int(os.environ.get("NUM_PROMPTS", "50000")) cls.duration_minutes = int(os.environ.get("DURATION_MINUTES", "45")) cls.runner = StressTestRunner( test_name="DeepSeek-V3 Stress Test", base_url=cls.base_url, num_prompts=cls.num_prompts, duration_minutes=cls.duration_minutes, ) def test_stress_deepseek_v3(self): try: success = self.runner.run_stress_test_for_model( model_path=self.model, random_input_len=RANDOM_INPUT_LEN, random_output_len=RANDOM_OUTPUT_LEN, output_file=OUTPUT_FILE, server_args=["--tp", "8", "--trust-remote-code"], ) self.assertTrue(success, f"Stress test failed for {self.model}") finally: self.runner.write_final_report() if __name__ == "__main__": unittest.main()