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33 lines
996 B
Python
33 lines
996 B
Python
# SPDX-License-Identifier: Apache-2.0
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# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
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"""Test model set-up and inference for quantized HF models supported
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on the CPU/GPU backend using IPEX (including AWQ/GPTQ).
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Validating the configuration and printing results for manual checking.
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Run `pytest tests/quantization/test_ipex_quant.py`.
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"""
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import pytest
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from vllm.platforms import current_platform
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MODELS = [
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"AMead10/Llama-3.2-1B-Instruct-AWQ",
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"shuyuej/Llama-3.2-1B-Instruct-GPTQ", # with g_idx
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]
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DTYPE = ["bfloat16"]
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@pytest.mark.skipif(
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not current_platform.is_cpu() and not current_platform.is_xpu(),
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reason="only supports Intel CPU/XPU backend.",
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)
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@pytest.mark.parametrize("model", MODELS)
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@pytest.mark.parametrize("dtype", DTYPE)
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def test_ipex_quant(vllm_runner, model, dtype):
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with vllm_runner(model, dtype=dtype) as llm:
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output = llm.generate_greedy(["The capital of France is"], max_tokens=32)
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assert output
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print(output)
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