40 lines
1.1 KiB
Python
40 lines
1.1 KiB
Python
import pytest
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@pytest.fixture(scope="module")
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def t5_sharded_handle(launcher):
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with launcher("google/flan-t5-xxl", 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 t5_sharded(t5_sharded_handle):
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await t5_sharded_handle.health(300)
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return t5_sharded_handle.client
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@pytest.mark.asyncio
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async def test_t5_sharded(t5_sharded, response_snapshot):
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response = await t5_sharded.generate(
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"Please answer the following question. What is the boiling point of Nitrogen?",
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max_new_tokens=10,
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decoder_input_details=True,
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)
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assert response == response_snapshot
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@pytest.mark.asyncio
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async def test_t5_sharded_load(t5_sharded, generate_load, response_snapshot):
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responses = await generate_load(
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t5_sharded,
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"Please answer the following question. What is the boiling point of Nitrogen?",
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max_new_tokens=10,
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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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