[CI] Fix Llama 3.1 8B FP4 CI (#14699)
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@@ -14,15 +14,13 @@ MODEL_PATH = "nvidia/Llama-3.1-8B-Instruct-FP4"
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@unittest.skipIf(get_device_sm() < 100, "Test requires CUDA SM 100 or higher")
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@unittest.skipIf(get_device_sm() < 100, "Test requires CUDA SM 100 or higher")
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class TestLlama31FP4B200(unittest.TestCase):
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class TestLlama31FP4(unittest.TestCase):
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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 = MODEL_PATH
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cls.model = MODEL_PATH
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cls.base_url = DEFAULT_URL_FOR_TEST
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cls.base_url = DEFAULT_URL_FOR_TEST
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other_args = [
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other_args = [
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"--trust-remote-code",
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"--trust-remote-code",
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"--mem-fraction-static",
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"0.8",
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"--quantization",
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"--quantization",
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"modelopt_fp4",
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"modelopt_fp4",
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]
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]
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@@ -40,18 +38,18 @@ class TestLlama31FP4B200(unittest.TestCase):
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def test_gsm8k(self):
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def test_gsm8k(self):
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parsed_url = urlparse(self.base_url)
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parsed_url = urlparse(self.base_url)
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args = SimpleNamespace(
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args = SimpleNamespace(
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num_shots=4,
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num_shots=5,
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data_path=None,
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data_path=None,
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num_questions=100,
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num_questions=1319,
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max_new_tokens=512,
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max_new_tokens=512,
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parallel=128,
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parallel=200,
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host=f"{parsed_url.scheme}://{parsed_url.hostname}",
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host=f"{parsed_url.scheme}://{parsed_url.hostname}",
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port=parsed_url.port,
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port=parsed_url.port,
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)
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)
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metrics = run_eval_few_shot_gsm8k(args)
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metrics = run_eval_few_shot_gsm8k(args)
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print(metrics)
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print(metrics)
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self.assertGreater(metrics["accuracy"], 0.61)
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self.assertGreater(metrics["accuracy"], 0.54)
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if __name__ == "__main__":
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if __name__ == "__main__":
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