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[CI/Test] Add text-only check for qwen-vl
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Signed-off-by: Alex-Brooks <[email protected]>
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alex-jw-brooks committed Aug 13, 2024
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48 changes: 48 additions & 0 deletions tests/models/test_qwen.py
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from typing import Type

import pytest

from ..conftest import HfRunner, VllmRunner
from .utils import check_logprobs_close

models = ["qwen/qwen-vl"]


@pytest.mark.parametrize("dtype", ["half"])
@pytest.mark.parametrize("max_tokens", [32])
@pytest.mark.parametrize("num_logprobs", [5])
@pytest.mark.parametrize("model", models)
def test_text_only_qwen_model(
hf_runner: Type[HfRunner],
vllm_runner: Type[VllmRunner],
example_prompts,
model: str,
*,
dtype: str,
max_tokens: int,
num_logprobs: int,
):
# This test checks language inputs only, since the visual component
# for qwen-vl is still unsupported in VLLM. In the near-future, the
# implementation and this test will be extended to consider
# visual inputs as well.
with hf_runner(model, dtype=dtype, is_vision_model=False) as hf_model:
hf_outputs = hf_model.generate_greedy_logprobs_limit(
example_prompts,
max_tokens,
num_logprobs=num_logprobs,
)

with vllm_runner(model, dtype=dtype) as vllm_model:
vllm_outputs = vllm_model.generate_greedy_logprobs(
example_prompts,
max_tokens,
num_logprobs=num_logprobs,
)

check_logprobs_close(
outputs_0_lst=hf_outputs,
outputs_1_lst=vllm_outputs,
name_0="hf",
name_1="vllm",
)

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