47 lines
1.6 KiB
Python
47 lines
1.6 KiB
Python
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import pytest
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@pytest.fixture(scope="module")
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def flash_gemma2_handle(launcher):
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with launcher("google/gemma-2-9b-it", 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_gemma2(flash_gemma2_handle):
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await flash_gemma2_handle.health(300)
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return flash_gemma2_handle.client
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@pytest.mark.release
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@pytest.mark.asyncio
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@pytest.mark.private
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async def test_flash_gemma2(flash_gemma2, response_snapshot):
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response = await flash_gemma2.generate(
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"<start_of_turn>user:\nWrite a poem to help me remember the first 10 elements on the periodic table, giving each element its own line.<end_of_turn>\n<start_of_turn>model:\n",
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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.generated_text == "**Hydrogen**, light and free,\n**He"
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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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@pytest.mark.private
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async def test_flash_gemma2_load(flash_gemma2, generate_load, response_snapshot):
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responses = await generate_load(
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flash_gemma2,
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"<start_of_turn>user:\nWrite a poem to help me remember the first 10 elements on the periodic table, giving each element its own line.<end_of_turn>\n<start_of_turn>model:\n",
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max_new_tokens=10,
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n=4,
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)
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assert responses[0].generated_text == "**Hydrogen**, light and free,\n**He"
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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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