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[CI/Test] Add text-only check for qwen-vl
Signed-off-by: Alex-Brooks <[email protected]>
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from typing import Type | ||
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import pytest | ||
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from ..conftest import HfRunner, VllmRunner | ||
from .utils import check_logprobs_close | ||
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models = ["qwen/qwen-vl"] | ||
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@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, | ||
) | ||
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with vllm_runner(model, dtype=dtype) as vllm_model: | ||
vllm_outputs = vllm_model.generate_greedy_logprobs( | ||
example_prompts, | ||
max_tokens, | ||
num_logprobs=num_logprobs, | ||
) | ||
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check_logprobs_close( | ||
outputs_0_lst=hf_outputs, | ||
outputs_1_lst=vllm_outputs, | ||
name_0="hf", | ||
name_1="vllm", | ||
) |