44 lines
1.2 KiB
Python
44 lines
1.2 KiB
Python
import pytest
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from testing_utils import require_backend_async
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@pytest.fixture(scope="module")
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def flash_santacoder_handle(launcher):
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with launcher("bigcode/santacoder") as handle:
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yield handle
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@pytest.fixture(scope="module")
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async def flash_santacoder(flash_santacoder_handle):
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await flash_santacoder_handle.health(300)
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return flash_santacoder_handle.client
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@pytest.mark.release
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@pytest.mark.asyncio
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@require_backend_async("cuda", "xpu")
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async def test_flash_santacoder(flash_santacoder, response_snapshot):
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# TODO: This test does not pass on ROCm although it should. To be investigated.
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response = await flash_santacoder.generate(
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"def print_hello", max_new_tokens=10, decoder_input_details=True
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)
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assert response.details.generated_tokens == 10
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assert response == response_snapshot
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@pytest.mark.release
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@pytest.mark.asyncio
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async def test_flash_santacoder_load(
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flash_santacoder, generate_load, response_snapshot
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):
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responses = await generate_load(
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flash_santacoder, "def print_hello", max_new_tokens=10, n=4
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)
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assert len(responses) == 4
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assert all([r.generated_text == responses[0].generated_text for r in responses])
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assert responses == response_snapshot
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