2025-09-10 21:16:39 +08:00
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# SPDX-License-Identifier: Apache-2.0
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# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
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import pytest
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from tests.models.utils import GenerateModelInfo
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from .ppl_utils import wikitext_ppl_test
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MODELS = [
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2026-03-03 21:15:51 +08:00
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GenerateModelInfo("google/gemma-2b", hf_ppl=21.48524284362793),
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GenerateModelInfo("google/gemma-2-2b", hf_ppl=102.59290313720703),
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GenerateModelInfo("google/gemma-3-4b-it", hf_ppl=27.79648208618164),
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2025-09-10 21:16:39 +08:00
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]
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@pytest.mark.parametrize("model_info", MODELS)
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def test_ppl(hf_runner, vllm_runner, model_info: GenerateModelInfo):
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wikitext_ppl_test(hf_runner, vllm_runner, model_info)
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