54 lines
1.5 KiB
Python
54 lines
1.5 KiB
Python
import pytest
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@pytest.fixture(scope="module")
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def flash_starcoder_handle(launcher):
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with launcher("bigcode/starcoder", num_shard=2) as handle:
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yield handle
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@pytest.fixture(scope="module")
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async def flash_starcoder(flash_starcoder_handle):
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await flash_starcoder_handle.health(300)
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return flash_starcoder_handle.client
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@pytest.mark.asyncio
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@pytest.mark.private
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async def test_flash_starcoder(flash_starcoder, response_snapshot):
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response = await flash_starcoder.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.asyncio
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@pytest.mark.private
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async def test_flash_starcoder_default_params(flash_starcoder, response_snapshot):
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response = await flash_starcoder.generate(
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"def print_hello",
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max_new_tokens=60,
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temperature=0.2,
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top_p=0.95,
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decoder_input_details=True,
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seed=0,
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)
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assert response.details.generated_tokens == 60
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assert response == response_snapshot
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@pytest.mark.asyncio
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@pytest.mark.private
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async def test_flash_starcoder_load(flash_starcoder, generate_load, response_snapshot):
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responses = await generate_load(
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flash_starcoder, "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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