81 lines
2.7 KiB
Python
81 lines
2.7 KiB
Python
import pytest
|
|
|
|
|
|
@pytest.fixture(scope="module")
|
|
def flash_qwen2_vl_handle(launcher):
|
|
with launcher("Qwen/Qwen2-VL-7B-Instruct") 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
|
|
|
|
|
|
@pytest.mark.private
|
|
async def test_flash_qwen2_vl_simple_streaming(flash_qwen2, response_snapshot):
|
|
responses = 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."},
|
|
],
|
|
},
|
|
],
|
|
stream=True,
|
|
)
|
|
|
|
count = 0
|
|
generated = ""
|
|
last_response = None
|
|
async for response in responses:
|
|
count += 1
|
|
generated += response.choices[0].delta.content
|
|
last_response = response
|
|
|
|
assert (
|
|
generated
|
|
== "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 count == 58
|
|
assert last_response == response_snapshot
|