test_mt0_base.py 1.62 KB
Newer Older
1
2
import pytest

3
4
5
6
7

@pytest.fixture(scope="module")
def mt0_base_handle(launcher):
    with launcher("bigscience/mt0-base") as handle:
        yield handle
8
9
10


@pytest.fixture(scope="module")
11
async def mt0_base(mt0_base_handle):
OlivierDehaene's avatar
OlivierDehaene committed
12
    await mt0_base_handle.health(300)
13
    return mt0_base_handle.client
14
15


xuxzh1's avatar
last  
xuxzh1 committed
16
@pytest.mark.release
17
@pytest.mark.asyncio
18
async def test_mt0_base(mt0_base, response_snapshot):
19
20
21
22
    response = await mt0_base.generate(
        "Why is the sky blue?",
        max_new_tokens=10,
        top_p=0.9,
23
        decoder_input_details=True,
24
25
26
27
        seed=0,
    )

    assert response.details.generated_tokens == 5
28
    assert response == response_snapshot
29
30


xuxzh1's avatar
last  
xuxzh1 committed
31
@pytest.mark.release
32
@pytest.mark.asyncio
33
async def test_mt0_base_all_params(mt0_base, response_snapshot):
34
35
36
37
38
39
40
41
42
43
44
45
    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,
46
        decoder_input_details=True,
47
48
49
        seed=0,
    )

50
    assert response.details.generated_tokens == 10
51
    assert response == response_snapshot
52
53


xuxzh1's avatar
last  
xuxzh1 committed
54
@pytest.mark.release
55
@pytest.mark.asyncio
56
async def test_mt0_base_load(mt0_base, generate_load, response_snapshot):
57
58
59
60
61
62
63
64
    responses = await generate_load(
        mt0_base,
        "Why is the sky blue?",
        max_new_tokens=10,
        n=4,
    )

    assert len(responses) == 4
65
    assert all([r.generated_text == responses[0].generated_text for r in responses])
66

67
    assert responses == response_snapshot