51 lines
1.2 KiB
Python
51 lines
1.2 KiB
Python
import pytest
|
|
|
|
|
|
@pytest.fixture(scope="module")
|
|
def neox_handle(launcher):
|
|
with launcher(
|
|
"stabilityai/stablelm-tuned-alpha-3b", num_shard=1, use_flash_attention=False
|
|
) as handle:
|
|
yield handle
|
|
|
|
|
|
@pytest.fixture(scope="module")
|
|
async def neox(neox_handle):
|
|
await neox_handle.health()
|
|
return neox_handle.client
|
|
|
|
|
|
@pytest.mark.release
|
|
@pytest.mark.skip
|
|
@pytest.mark.asyncio
|
|
async def test_neox(neox, response_snapshot):
|
|
response = await neox.generate(
|
|
"<|USER|>What's your mood today?<|ASSISTANT|>",
|
|
max_new_tokens=10,
|
|
decoder_input_details=True,
|
|
)
|
|
|
|
assert response.details.generated_tokens == 10
|
|
assert response == response_snapshot
|
|
|
|
|
|
@pytest.mark.release
|
|
@pytest.mark.skip
|
|
@pytest.mark.asyncio
|
|
async def test_neox_load(neox, generate_load, response_snapshot):
|
|
responses = await generate_load(
|
|
neox,
|
|
"<|USER|>What's your mood today?<|ASSISTANT|>",
|
|
max_new_tokens=10,
|
|
n=4,
|
|
)
|
|
|
|
generated_texts = [r.generated_text for r in responses]
|
|
|
|
assert len(generated_texts) == 4
|
|
assert generated_texts, all(
|
|
[text == generated_texts[0] for text in generated_texts]
|
|
)
|
|
|
|
assert responses == response_snapshot
|