342a7cda2d
Signed-off-by: Christian Pinto <christian.pinto@ibm.com> Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
58 lines
1.4 KiB
Python
58 lines
1.4 KiB
Python
# SPDX-License-Identifier: Apache-2.0
|
|
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
|
|
|
|
import pytest
|
|
import torch
|
|
|
|
from ....conftest import VllmRunner
|
|
|
|
|
|
def _run_test(
|
|
vllm_runner: type[VllmRunner],
|
|
model: str,
|
|
) -> None:
|
|
prompt = [
|
|
{
|
|
# This model deals with no text input
|
|
"prompt_token_ids": [1],
|
|
"multi_modal_data": {
|
|
"image": {
|
|
"pixel_values": torch.ones((6, 512, 512), dtype=torch.float16),
|
|
"location_coords": torch.ones((1, 2), dtype=torch.float16),
|
|
}
|
|
},
|
|
}
|
|
for _ in range(10)
|
|
]
|
|
|
|
with vllm_runner(
|
|
model,
|
|
runner="pooling",
|
|
dtype="half",
|
|
enforce_eager=True,
|
|
skip_tokenizer_init=True,
|
|
enable_mm_embeds=True,
|
|
# Limit the maximum number of sequences to avoid the
|
|
# test going OOM during the warmup run
|
|
max_num_seqs=32,
|
|
default_torch_num_threads=1,
|
|
) as vllm_model:
|
|
vllm_model.llm.encode(prompt, pooling_task="plugin")
|
|
|
|
|
|
MODELS = ["ibm-nasa-geospatial/Prithvi-EO-2.0-300M-TL-Sen1Floods11"]
|
|
|
|
|
|
@pytest.mark.core_model
|
|
@pytest.mark.parametrize("model", MODELS)
|
|
def test_models_image(
|
|
hf_runner,
|
|
vllm_runner,
|
|
image_assets,
|
|
model: str,
|
|
) -> None:
|
|
_run_test(
|
|
vllm_runner,
|
|
model,
|
|
)
|