74 lines
2.1 KiB
Python
74 lines
2.1 KiB
Python
import pytest
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from testing_utils import require_backend_async
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# These tests do not pass on ROCm, that does not support head_dim > 128 (2b model is 256).
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@pytest.fixture(scope="module")
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def flash_gemma_gptq_handle(launcher):
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with launcher("TechxGenus/gemma-2b-GPTQ", num_shard=1, quantize="gptq") as handle:
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yield handle
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@pytest.fixture(scope="module")
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async def flash_gemma_gptq(flash_gemma_gptq_handle):
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await flash_gemma_gptq_handle.health(300)
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return flash_gemma_gptq_handle.client
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@pytest.mark.asyncio
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@pytest.mark.private
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@require_backend_async("cuda", "xpu")
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async def test_flash_gemma_gptq(flash_gemma_gptq, ignore_logprob_response_snapshot):
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response = await flash_gemma_gptq.generate(
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"Test request", max_new_tokens=10, decoder_input_details=True
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)
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print(f"response.generated_text `{response.generated_text}`")
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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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@require_backend_async("cuda", "xpu")
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async def test_flash_gemma_gptq_all_params(
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flash_gemma_gptq, ignore_logprob_response_snapshot
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):
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response = await flash_gemma_gptq.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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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 == ignore_logprob_response_snapshot
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@pytest.mark.asyncio
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@pytest.mark.private
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@require_backend_async("cuda", "xpu")
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async def test_flash_gemma_gptq_load(
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flash_gemma_gptq, generate_load, ignore_logprob_response_snapshot
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):
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responses = await generate_load(
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flash_gemma_gptq, "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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