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https://github.com/huggingface/text-generation-inference.git
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63 lines
2.0 KiB
Python
63 lines
2.0 KiB
Python
import pytest
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@pytest.fixture(scope="module")
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def fused_kernel_mamba_handle(launcher):
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with launcher("state-spaces/mamba-130m", 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 fused_kernel_mamba(fused_kernel_mamba_handle):
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await fused_kernel_mamba_handle.health(300)
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return fused_kernel_mamba_handle.client
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@pytest.mark.asyncio
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@pytest.mark.private
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async def test_fused_kernel_mamba(fused_kernel_mamba, response_snapshot):
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response = await fused_kernel_mamba.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 == response_snapshot
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@pytest.mark.asyncio
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@pytest.mark.private
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async def test_fused_kernel_mamba_all_params(fused_kernel_mamba, response_snapshot):
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response = await fused_kernel_mamba.generate(
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"blue, red, yellow, ",
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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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# TODO: fix so the input is not included in the output
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assert response.generated_text == "blue, red, yellow, \number and white; the color of its unders"
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assert response == response_snapshot
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# TODO: fix `Expected x0.dim() == 2 to be true, but got false.`
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# 94: `hidden_states, _ = self.layer_norm(hidden_states.squeeze(0))`
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# NOTE: the fast layer norm has strict requirements on the input shape
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# @pytest.mark.asyncio
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# @pytest.mark.private
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# async def test_fused_kernel_mamba_load(fused_kernel_mamba, generate_load, response_snapshot):
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# responses = await generate_load(fused_kernel_mamba, "Test request", max_new_tokens=10, n=4)
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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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