wangyuandHongsheng Liu
7619ed6b82
Signed-off-by: [Your Name] <your.email@example.com> Signed-off-by: wangyu <410167048@qq.com> Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com> Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com> Signed-off-by: [Your Name] <[Your Email]> Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
71 lines
2.1 KiB
Python
71 lines
2.1 KiB
Python
"""
|
|
End-to-end diffusion coverage for HiDream-I1-Full in online serving mode.
|
|
|
|
This test verifies that HiDream-I1-Full can be launched,
|
|
accepts text-to-image requests through the OpenAI-compatible API, and returns
|
|
valid generated images with the requested resolution.
|
|
|
|
assert_diffusion_response validates successful generation and the expected
|
|
image resolution.
|
|
"""
|
|
|
|
import pytest
|
|
|
|
from tests.helpers.mark import hardware_marks
|
|
from tests.helpers.runtime import OmniServer, OmniServerParams, OpenAIClientHandler, dummy_messages_from_mix_data
|
|
|
|
pytestmark = [pytest.mark.diffusion, pytest.mark.slow]
|
|
|
|
MODEL = "HiDream-ai/HiDream-I1-Full"
|
|
PROMPT = "A cinematic mountain landscape at sunrise, dramatic clouds, ultra-detailed, realistic photography."
|
|
NEGATIVE_PROMPT = "low quality, blurry, distorted, deformed, watermark"
|
|
|
|
SINGLE_CARD_FEATURE_MARKS = hardware_marks(res={"cuda": "H100"})
|
|
|
|
|
|
def _get_hidream_i1_image_feature_cases(model: str):
|
|
"""Return HiDream-I1-Full diffusion feature cases."""
|
|
|
|
return [
|
|
pytest.param(
|
|
OmniServerParams(
|
|
model=model,
|
|
server_args=[
|
|
"--auxiliary-text-encoder",
|
|
"meta-llama/Meta-Llama-3.1-8B-Instruct",
|
|
],
|
|
),
|
|
id="default",
|
|
marks=SINGLE_CARD_FEATURE_MARKS,
|
|
),
|
|
]
|
|
|
|
|
|
@pytest.mark.parametrize(
|
|
"omni_server",
|
|
_get_hidream_i1_image_feature_cases(MODEL),
|
|
indirect=True,
|
|
)
|
|
@pytest.mark.skip(reason="https://github.com/vllm-project/vllm-omni/issues/4662")
|
|
def test_hidream_i1_image(
|
|
omni_server: OmniServer,
|
|
openai_client: OpenAIClientHandler,
|
|
):
|
|
"""Validate HiDream-I1-Full online serving with CPU offload."""
|
|
|
|
messages = dummy_messages_from_mix_data(content_text=PROMPT)
|
|
|
|
request_config = {
|
|
"model": omni_server.model,
|
|
"messages": messages,
|
|
"extra_body": {
|
|
"height": 512,
|
|
"width": 512,
|
|
"num_inference_steps": 2,
|
|
"negative_prompt": NEGATIVE_PROMPT,
|
|
"seed": 42,
|
|
},
|
|
}
|
|
|
|
openai_client.send_diffusion_request(request_config)
|