hf_text-generation-inference/integration-tests/models/test_flash_qwen2_vl.py

43 lines
1.4 KiB
Python

import pytest
@pytest.fixture(scope="module")
def flash_qwen2_vl_handle(launcher):
with launcher("Qwen/Qwen2-VL-7B-Instruct", cuda_graphs=[0]) as handle:
yield handle
@pytest.fixture(scope="module")
async def flash_qwen2(flash_qwen2_vl_handle):
await flash_qwen2_vl_handle.health(300)
return flash_qwen2_vl_handle.client
@pytest.mark.private
async def test_flash_qwen2_vl_simple(flash_qwen2, response_snapshot):
response = await flash_qwen2.chat(
max_tokens=100,
seed=42,
messages=[
{
"role": "user",
"content": [
{
"type": "image_url",
"image_url": {
"url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/rabbit.png"
},
},
{"type": "text", "text": "Describe this image."},
],
},
],
)
assert (
response.choices[0].message.content
== "The image depicts an anthropomorphic rabbit, wearing a futuristic spacesuit, in an extraterrestrial environment. The setting appears to be a red planet resembling Mars, with rugged terrain and rocky formations in the background. The moon is visible in the distant sky, adding to the lunar landscape."
)
assert response == response_snapshot