wangyuandHuang, Zeyu
6f2ad7b403
Signed-off-by: wangyu <410167048@qq.com> Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com> Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com> Co-authored-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
56 lines
1.9 KiB
Python
56 lines
1.9 KiB
Python
# SPDX-License-Identifier: Apache-2.0
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# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
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"""
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E2E online serving test for AudioX text-to-audio diffusion.
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Mirrors `tests/e2e/online_serving/test_sd3_expansion.py` for image diffusion: spin up
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`vllm-omni` with `--model-class-name AudioXPipeline` and validate via the standard
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`send_diffusion_request` helper (now audio-aware).
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"""
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import os
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import pytest
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from tests.helpers.mark import hardware_marks
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from tests.helpers.runtime import OmniServer, OmniServerParams, OpenAIClientHandler, dummy_messages_from_mix_data
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# Tiny / random checkpoint usable in CI; override to a real bundle locally.
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AUDIOX_TEST_MODEL = os.environ.get("AUDIOX_TEST_MODEL", "zhangj1an/audiox_random")
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T2A_PROMPT = "A quiet living room with soft fabric rustle and gentle cat breathing."
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SINGLE_CARD_FEATURE_MARKS = hardware_marks(res={"cuda": "L4"})
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def _audiox_server_cases(model: str):
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return [
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pytest.param(
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OmniServerParams(
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model=model,
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server_args=["--model-class-name", "AudioXPipeline"],
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),
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id="t2a",
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marks=SINGLE_CARD_FEATURE_MARKS,
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),
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]
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@pytest.mark.full_model
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@pytest.mark.diffusion
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@pytest.mark.parametrize("omni_server", _audiox_server_cases(AUDIOX_TEST_MODEL), indirect=True)
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def test_audiox_t2a_online(omni_server: OmniServer, openai_client: OpenAIClientHandler) -> None:
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"""AudioX text-to-audio: chat completion returns a non-empty WAV in `message.audio.data`."""
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request_config = {
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"model": omni_server.model,
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"messages": dummy_messages_from_mix_data(content_text=T2A_PROMPT),
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"extra_body": {
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"num_inference_steps": 4,
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"guidance_scale": 6.0,
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"seed": 42,
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"audiox_task": "t2a",
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"seconds_start": 0.0,
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"seconds_total": 2.0,
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},
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}
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openai_client.send_diffusion_request(request_config)
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