[CI/Build] Split up decoder-only LM tests (#9488)
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
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@ -310,13 +310,22 @@ steps:
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- pytest -v -s models/test_oot_registration.py # it needs a clean process
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- pytest -v -s models/*.py --ignore=models/test_oot_registration.py
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- label: Decoder-only Language Models Test # 1h36min
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- label: Decoder-only Language Models Test (Standard) # 35min
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#mirror_hardwares: [amd]
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source_file_dependencies:
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- vllm/
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- tests/models/decoder_only/language
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commands:
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- pytest -v -s models/decoder_only/language
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- pytest -v -s models/decoder_only/language/test_models.py
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- pytest -v -s models/decoder_only/language/test_big_models.py
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- label: Decoder-only Language Models Test (Extended) # 1h20min
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nightly: true
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source_file_dependencies:
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- vllm/
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- tests/models/decoder_only/language
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commands:
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- pytest -v -s models/decoder_only/language --ignore=models/decoder_only/language/test_models.py --ignore=models/decoder_only/language/test_big_models.py
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- label: Decoder-only Multi-Modal Models Test # 1h31min
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#mirror_hardwares: [amd]
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@ -21,10 +21,14 @@ MODELS = [
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]
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if not current_platform.is_cpu():
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# MiniCPM requires fused_moe which is not supported by CPU
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MODELS.append("openbmb/MiniCPM3-4B")
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MODELS += [
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# fused_moe which not supported on CPU
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"openbmb/MiniCPM3-4B",
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# Head size isn't supported on CPU
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"h2oai/h2o-danube3-4b-base",
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]
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#TODO: remove this after CPU float16 support ready
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# TODO: remove this after CPU float16 support ready
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target_dtype = "float" if current_platform.is_cpu() else "half"
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@ -1,52 +0,0 @@
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"""Compare the outputs of HF and vLLM when using greedy sampling.
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This tests danube3 separately because its head size isn't supported on CPU yet.
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Run `pytest tests/models/test_danube3_4b.py`.
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"""
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import pytest
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from ...utils import check_outputs_equal
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MODELS = ["h2oai/h2o-danube3-4b-base"]
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target_dtype = "half"
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@pytest.mark.parametrize("model", MODELS)
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@pytest.mark.parametrize("dtype", [target_dtype])
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@pytest.mark.parametrize("max_tokens", [32])
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def test_models(
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hf_runner,
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vllm_runner,
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example_prompts,
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model: str,
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dtype: str,
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max_tokens: int,
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) -> None:
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with hf_runner(model, dtype=dtype) as hf_model:
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hf_outputs = hf_model.generate_greedy(example_prompts, max_tokens)
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with vllm_runner(model, dtype=dtype) as vllm_model:
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vllm_outputs = vllm_model.generate_greedy(example_prompts, max_tokens)
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check_outputs_equal(
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outputs_0_lst=hf_outputs,
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outputs_1_lst=vllm_outputs,
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name_0="hf",
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name_1="vllm",
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)
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@pytest.mark.parametrize("model", MODELS)
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@pytest.mark.parametrize("dtype", [target_dtype])
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def test_model_print(
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vllm_runner,
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model: str,
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dtype: str,
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) -> None:
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with vllm_runner(model, dtype=dtype) as vllm_model:
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# This test is for verifying whether the model's extra_repr
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# can be printed correctly.
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print(vllm_model.model.llm_engine.model_executor.driver_worker.
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model_runner.model)
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