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Add FP8 release test (#2261)

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Daniël de Kok 2024-07-20 12:26:06 +02:00 committed by GitHub
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commit e5c1d6d611
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89
integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8.json Normal file
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@ -0,0 +1,89 @@
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"text": "Test"
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"text": " request"
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89
integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8_all_params.json Normal file
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"text": "Create"
},
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358
integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8_load.json Normal file
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62
integration-tests/models/test_flash_llama_fp8.py Normal file
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import pytest
@pytest.fixture(scope="module")
def flash_llama_fp8_handle(launcher):
with launcher("meta-llama/Meta-Llama-3-8B", num_shard=2, quantize="fp8") as handle:
yield handle
@pytest.fixture(scope="module")
async def flash_llama_fp8(flash_llama_fp8_handle):
await flash_llama_fp8_handle.health(300)
return flash_llama_fp8_handle.client
@pytest.mark.release
@pytest.mark.asyncio
@pytest.mark.private
async def test_flash_llama_fp8(flash_llama_fp8, response_snapshot):
response = await flash_llama_fp8.generate(
"Test request", max_new_tokens=10, decoder_input_details=True
)
assert response.details.generated_tokens == 10
assert response == response_snapshot
@pytest.mark.release
@pytest.mark.asyncio
@pytest.mark.private
async def test_flash_llama_fp8_all_params(flash_llama_fp8, response_snapshot):
response = await flash_llama_fp8.generate(
"Test request",
max_new_tokens=10,
repetition_penalty=1.2,
return_full_text=True,
stop_sequences=["test"],
temperature=0.5,
top_p=0.9,
top_k=10,
truncate=5,
typical_p=0.9,
watermark=True,
decoder_input_details=True,
seed=0,
)
assert response == response_snapshot
@pytest.mark.release
@pytest.mark.asyncio
@pytest.mark.private
async def test_flash_llama_fp8_load(flash_llama_fp8, generate_load, response_snapshot):
responses = await generate_load(
flash_llama_fp8, "Test request", max_new_tokens=10, n=4
)
assert len(responses) == 4
assert all([r.generated_text == responses[0].generated_text for r in responses])
assert responses == response_snapshot