63 lines
1.5 KiB
Python
63 lines
1.5 KiB
Python
import pytest
|
|
|
|
|
|
@pytest.fixture(scope="module")
|
|
def mt0_base_handle(launcher):
|
|
with launcher("bigscience/mt0-base") as handle:
|
|
yield handle
|
|
|
|
|
|
@pytest.fixture(scope="module")
|
|
async def mt0_base(mt0_base_handle):
|
|
await mt0_base_handle.health(60)
|
|
return mt0_base_handle.client
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_mt0_base(mt0_base, response_snapshot):
|
|
response = await mt0_base.generate(
|
|
"Why is the sky blue?",
|
|
max_new_tokens=10,
|
|
top_p=0.9,
|
|
seed=0,
|
|
)
|
|
|
|
assert response.details.generated_tokens == 5
|
|
assert response == response_snapshot
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_mt0_base_all_params(mt0_base, response_snapshot):
|
|
response = await mt0_base.generate(
|
|
"Why is the sky blue?",
|
|
max_new_tokens=10,
|
|
repetition_penalty=1.2,
|
|
return_full_text=True,
|
|
stop_sequences=["test"],
|
|
temperature=0.5,
|
|
top_p=0.9,
|
|
top_k=10,
|
|
truncate=5,
|
|
typical_p=0.9,
|
|
watermark=True,
|
|
seed=0,
|
|
)
|
|
|
|
assert response.details.generated_tokens == 9
|
|
assert response == response_snapshot
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_mt0_base_load(mt0_base, generate_load, response_snapshot):
|
|
responses = await generate_load(
|
|
mt0_base,
|
|
"Why is the sky blue?",
|
|
max_new_tokens=10,
|
|
n=4,
|
|
)
|
|
|
|
assert len(responses) == 4
|
|
assert all([r.generated_text == responses[0].generated_text for r in responses])
|
|
|
|
assert responses == response_snapshot
|