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[AMD] Add GLM-4.7-FP8 accuracy CI test for MI35x #21534
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61 changes: 61 additions & 0 deletions
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test/registered/amd/accuracy/mi35x/test_glm47_fp8_eval_mi35x.py
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| """MI35x GLM-4.7-FP8 GSM8K Accuracy Evaluation Test (8-GPU) | ||
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| Tests GLM-4.7-FP8 accuracy using GSM8K benchmark on MI35x. | ||
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| Registry: nightly-amd-8-gpu-mi35x-glm47-fp8 suite | ||
| """ | ||
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| import os | ||
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| # Set HF cache for MI35x | ||
| os.environ.setdefault("HF_HOME", "/data2/models/huggingface") | ||
| os.environ.setdefault("HF_HUB_CACHE", "/data2/models/huggingface/hub") | ||
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| import unittest | ||
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| from sglang.test.accuracy_test_runner import AccuracyTestParams | ||
| from sglang.test.ci.ci_register import register_amd_ci | ||
| from sglang.test.run_combined_tests import run_combined_tests | ||
| from sglang.test.test_utils import ModelLaunchSettings | ||
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| # Register for AMD CI - MI35x GLM-4.7-FP8 accuracy test (~30 min) | ||
| register_amd_ci( | ||
| est_time=1800, | ||
| suite="nightly-amd-8-gpu-mi35x-glm47-fp8", | ||
| nightly=True, | ||
| ) | ||
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| GLM_4_7_FP8_MODEL_PATH = "zai-org/GLM-4.7-FP8" | ||
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| class TestGLM47FP8EvalMI35x(unittest.TestCase): | ||
| """GLM-4.7-FP8 GSM8K Accuracy Evaluation Test for MI35x.""" | ||
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| def test_glm_47_fp8(self): | ||
| """Run accuracy test for GLM-4.7-FP8.""" | ||
| base_args = [ | ||
| "--trust-remote-code", | ||
| "--tool-call-parser=glm47", | ||
| "--reasoning-parser=glm45", | ||
| ] | ||
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| variants = [ | ||
| ModelLaunchSettings( | ||
| GLM_4_7_FP8_MODEL_PATH, | ||
| tp_size=8, | ||
| extra_args=base_args, | ||
| variant="TP8", | ||
| ), | ||
| ] | ||
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| run_combined_tests( | ||
| models=variants, | ||
| test_name="GLM-4.7-FP8", | ||
| accuracy_params=AccuracyTestParams( | ||
| dataset="gsm8k", baseline_accuracy=0.92 | ||
| ), | ||
| ) | ||
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| if __name__ == "__main__": | ||
| unittest.main() | ||
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