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# import pytest
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import pytest
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#
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#
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# @pytest.fixture(scope="module")
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@pytest.fixture(scope="module")
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# def neox_handle(launcher):
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def neox_handle(launcher):
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# with launcher("stabilityai/stablelm-tuned-alpha-3b", num_shard=1, use_flash_attention=False) as handle:
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with launcher("stabilityai/stablelm-tuned-alpha-3b", num_shard=1, use_flash_attention=False) as handle:
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# yield handle
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yield handle
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#
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#
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# @pytest.fixture(scope="module")
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@pytest.fixture(scope="module")
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# async def neox(neox_handle):
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async def neox(neox_handle):
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# await neox_handle.health(300)
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await neox_handle.health(300)
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# return neox_handle.client
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return neox_handle.client
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#
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#
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# @pytest.mark.asyncio
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@pytest.mark.skip
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# async def test_neox(neox, response_snapshot):
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@pytest.mark.asyncio
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# response = await neox.generate(
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async def test_neox(neox, response_snapshot):
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# "<|USER|>What's your mood today?<|ASSISTANT|>",
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response = await neox.generate(
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# max_new_tokens=10,
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"<|USER|>What's your mood today?<|ASSISTANT|>",
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# decoder_input_details=True,
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max_new_tokens=10,
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# )
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decoder_input_details=True,
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#
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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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assert response.details.generated_tokens == 10
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#
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assert response == response_snapshot
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#
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# @pytest.mark.asyncio
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# async def test_neox_load(neox, generate_load, response_snapshot):
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@pytest.mark.skip
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# responses = await generate_load(
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@pytest.mark.asyncio
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# neox,
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async def test_neox_load(neox, generate_load, response_snapshot):
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# "<|USER|>What's your mood today?<|ASSISTANT|>",
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responses = await generate_load(
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# max_new_tokens=10,
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neox,
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# n=4,
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"<|USER|>What's your mood today?<|ASSISTANT|>",
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# )
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max_new_tokens=10,
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#
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n=4,
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# generated_texts = [r.generated_text for r in responses]
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)
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#
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# assert len(generated_texts) == 4
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generated_texts = [r.generated_text for r in responses]
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# assert generated_texts, all(
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# [text == generated_texts[0] for text in generated_texts]
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assert len(generated_texts) == 4
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# )
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assert generated_texts, all(
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#
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[text == generated_texts[0] for text in generated_texts]
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# assert responses == response_snapshot
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)
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assert responses == response_snapshot
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# import pytest
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import pytest
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#
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#
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# @pytest.fixture(scope="module")
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@pytest.fixture(scope="module")
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# def neox_sharded_handle(launcher):
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def neox_sharded_handle(launcher):
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# with launcher("OpenAssistant/oasst-sft-1-pythia-12b", num_shard=2, use_flash_attention=False) as handle:
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with launcher("OpenAssistant/oasst-sft-1-pythia-12b", num_shard=2, use_flash_attention=False) as handle:
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# yield handle
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yield handle
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#
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#
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# @pytest.fixture(scope="module")
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@pytest.fixture(scope="module")
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# async def neox_sharded(neox_sharded_handle):
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async def neox_sharded(neox_sharded_handle):
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# await neox_sharded_handle.health(300)
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await neox_sharded_handle.health(300)
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# return neox_sharded_handle.client
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return neox_sharded_handle.client
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#
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#
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# @pytest.mark.asyncio
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@pytest.mark.skip
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# async def test_neox(neox_sharded, response_snapshot):
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@pytest.mark.asyncio
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# response = await neox_sharded.generate(
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async def test_neox(neox_sharded, response_snapshot):
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# "<|prompter|>What is a meme, and what's the history behind this word?<|endoftext|><|assistant|>",
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response = await neox_sharded.generate(
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# max_new_tokens=10,
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"<|prompter|>What is a meme, and what's the history behind this word?<|endoftext|><|assistant|>",
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# decoder_input_details=True,
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max_new_tokens=10,
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# )
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decoder_input_details=True,
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#
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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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assert response.details.generated_tokens == 10
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#
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assert response == response_snapshot
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#
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# @pytest.mark.asyncio
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# async def test_neox_load(neox_sharded, generate_load, response_snapshot):
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@pytest.mark.skip
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# responses = await generate_load(
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@pytest.mark.asyncio
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# neox_sharded,
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async def test_neox_load(neox_sharded, generate_load, response_snapshot):
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# "<|prompter|>What is a meme, and what's the history behind this word?<|endoftext|><|assistant|>",
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responses = await generate_load(
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# max_new_tokens=10,
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neox_sharded,
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# n=4,
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"<|prompter|>What is a meme, and what's the history behind this word?<|endoftext|><|assistant|>",
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# )
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max_new_tokens=10,
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#
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n=4,
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# assert len(responses) == 4
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)
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# assert all([r.generated_text == responses[0].generated_text for r in responses])
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#
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assert len(responses) == 4
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# assert responses == response_snapshot
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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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