ANHDYandwangmengdi
28467dc19a
Signed-off-by: wangmengdi <160612767@qq.com> Co-authored-by: wangmengdi <wangmengdi@cmss.chinamobile.com>
70 lines
2.0 KiB
Python
70 lines
2.0 KiB
Python
"""
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End-to-end diffusion coverage for HiDream-I1-Full in online serving mode.
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This test verifies that HiDream-I1-Full can be launched,
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accepts text-to-image requests through the OpenAI-compatible API, and returns
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valid generated images with the requested resolution.
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assert_diffusion_response validates successful generation and the expected
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image resolution.
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"""
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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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pytestmark = [pytest.mark.diffusion, pytest.mark.full_model]
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MODEL = "HiDream-ai/HiDream-I1-Full"
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PROMPT = "A cinematic mountain landscape at sunrise, dramatic clouds, ultra-detailed, realistic photography."
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NEGATIVE_PROMPT = "low quality, blurry, distorted, deformed, watermark"
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SINGLE_CARD_FEATURE_MARKS = hardware_marks(res={"cuda": "H100"})
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def _get_hidream_i1_image_feature_cases(model: str):
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"""Return HiDream-I1-Full diffusion feature cases."""
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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=[
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"--auxiliary-text-encoder",
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"meta-llama/Meta-Llama-3.1-8B-Instruct",
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],
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),
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id="default",
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marks=SINGLE_CARD_FEATURE_MARKS,
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),
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]
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@pytest.mark.parametrize(
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"omni_server",
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_get_hidream_i1_image_feature_cases(MODEL),
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indirect=True,
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)
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def test_hidream_i1_image(
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omni_server: OmniServer,
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openai_client: OpenAIClientHandler,
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):
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"""Validate HiDream-I1-Full online serving with CPU offload."""
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messages = dummy_messages_from_mix_data(content_text=PROMPT)
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request_config = {
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"model": omni_server.model,
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"messages": messages,
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"extra_body": {
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"height": 512,
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"width": 512,
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"num_inference_steps": 2,
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"negative_prompt": NEGATIVE_PROMPT,
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"seed": 42,
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},
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}
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openai_client.send_diffusion_request(request_config)
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