74 lines
2.0 KiB
Python
74 lines
2.0 KiB
Python
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import pytest
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@pytest.fixture(scope="module")
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def flash_llama_exl2_handle(launcher):
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with launcher(
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"turboderp/Llama-3-8B-Instruct-exl2",
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revision="2.5bpw",
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# Set max input length to avoid OOM due to extremely large
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# scratch buffer.
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max_input_length=1024,
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num_shard=1,
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quantize="exl2",
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) as handle:
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yield handle
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@pytest.fixture(scope="module")
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async def flash_llama_exl2(flash_llama_exl2_handle):
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await flash_llama_exl2_handle.health(300)
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return flash_llama_exl2_handle.client
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@pytest.mark.asyncio
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@pytest.mark.private
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async def test_flash_llama_exl2(flash_llama_exl2, ignore_logprob_response_snapshot):
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response = await flash_llama_exl2.generate(
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"Test request", 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 == ignore_logprob_response_snapshot
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@pytest.mark.asyncio
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@pytest.mark.private
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async def test_flash_llama_exl2_all_params(
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flash_llama_exl2, ignore_logprob_response_snapshot
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):
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response = await flash_llama_exl2.generate(
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"Test request",
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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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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 (
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response.generated_text == 'Test request. The server responds with a "200 OK"'
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)
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assert response == ignore_logprob_response_snapshot
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@pytest.mark.asyncio
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@pytest.mark.private
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async def test_flash_llama_exl2_load(
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flash_llama_exl2, generate_load, ignore_logprob_response_snapshot
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):
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responses = await generate_load(
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flash_llama_exl2, "Test request", 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 == ignore_logprob_response_snapshot
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