66 lines
1.6 KiB
Python
66 lines
1.6 KiB
Python
import pytest
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@pytest.fixture(scope="module")
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def mt0_base_handle(launcher):
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# We use TP=1 as this model is loaded with AutoModel (sharding not supported).
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with launcher("bigscience/mt0-base", num_shard=1) as handle:
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yield handle
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@pytest.fixture(scope="module")
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async def mt0_base(mt0_base_handle):
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await mt0_base_handle.health(300)
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return mt0_base_handle.client
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@pytest.mark.asyncio
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async def test_mt0_base(mt0_base, response_snapshot):
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response = await mt0_base.generate(
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"Why is the sky blue?",
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max_new_tokens=10,
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top_p=0.9,
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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 == 5
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assert response == response_snapshot
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@pytest.mark.asyncio
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async def test_mt0_base_all_params(mt0_base, response_snapshot):
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response = await mt0_base.generate(
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"Why is the sky blue?",
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max_new_tokens=10,
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repetition_penalty=1.2,
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return_full_text=True,
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stop_sequences=["test"],
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temperature=0.5,
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top_p=0.9,
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top_k=10,
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truncate=5,
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typical_p=0.9,
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watermark=True,
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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 == 10
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assert response == response_snapshot
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@pytest.mark.asyncio
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async def test_mt0_base_load(mt0_base, generate_load, response_snapshot):
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responses = await generate_load(
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mt0_base,
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"Why is the sky blue?",
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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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