text-generation-inference/integration-tests/models/test_idefics3.py

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import pytest
@pytest.fixture(scope="module")
def flash_idefics3_next_handle(launcher):
with launcher("HuggingFaceM4/Idefics3-8B-Llama3") as handle:
yield handle
@pytest.fixture(scope="module")
async def flash_idefics3_next(flash_idefics3_next_handle):
await flash_idefics3_next_handle.health(300)
return flash_idefics3_next_handle.client
@pytest.mark.asyncio
@pytest.mark.private
async def test_flash_idefics3_next_simple_url(flash_idefics3_next, response_snapshot):
ny_skyline = "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
query = "What is in this image?"
response = await flash_idefics3_next.generate(
f"<|begin_of_text|><|begin_of_text|>User:![]({ny_skyline}){query}<end_of_utterance>\nAssistant:",
max_new_tokens=10,
seed=1337,
)
print(response)
assert (
response.generated_text == " There is a statue in the image."
), f"{repr(response.generated_text)}"
assert response.details.generated_tokens == 9
assert response == response_snapshot