import unittest from types import SimpleNamespace from sglang.test.kits.gsm8k_accuracy_kit import GSM8KMixin from sglang.test.kits.mmmu_vlm_kit import MMMUVLMTestBase from sglang.test.server_fixtures.default_fixture import DefaultServerBase MODEL = "mistralai/Ministral-3-3B-Instruct-2512" class TestMinistral3TextOnly(GSM8KMixin, DefaultServerBase): gsm8k_accuracy_thres = 0.6 model = MODEL other_args = ["--trust-remote-code"] class TestMinistral3MMMU(MMMUVLMTestBase): accuracy = 0.3 model = MODEL other_args = ["--trust-remote-code"] mmmu_args = ["--limit=0.1"] """`--limit=0.1`: 10 percent of each task - this is fine for testing since the nominal result isn't interesting - this run is just to prevent relative regressions.""" def test_vlm_mmmu_benchmark(self): self._run_vlm_mmmu_test( SimpleNamespace(model=self.model, mmmu_accuracy=self.accuracy), "./logs" ) if __name__ == "__main__": unittest.main()