forked from EngineX-Cambricon/enginex-mlu370-vllm
add qwen3
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45
vllm-v0.6.2/tests/prompt_adapter/test_bloom.py
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45
vllm-v0.6.2/tests/prompt_adapter/test_bloom.py
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import pytest
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import vllm
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from vllm.prompt_adapter.request import PromptAdapterRequest
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MODEL_PATH = "bigscience/bloomz-560m"
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PA_PATH = 'stevhliu/bloomz-560m_PROMPT_TUNING_CAUSAL_LM'
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def do_sample(llm, pa_name: str, pa_id: int):
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prompts = [
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"Tweet text : @nationalgridus I have no water and the bill is \
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current and paid. Can you do something about this? Label : ",
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"Tweet text : @nationalgridus Looks good thanks! Label : "
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]
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sampling_params = vllm.SamplingParams(temperature=0.0,
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max_tokens=3,
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stop_token_ids=[3])
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outputs = llm.generate(prompts,
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sampling_params,
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prompt_adapter_request=PromptAdapterRequest(
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pa_name, pa_id, PA_PATH, 8) if pa_id else None)
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# Print the outputs.
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generated_texts = []
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for output in outputs:
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prompt = output.prompt
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generated_text = output.outputs[0].text.strip()
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generated_texts.append(generated_text)
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print(f"Prompt: {prompt!r}, Generated text: {generated_text!r}")
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return generated_texts
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@pytest.mark.parametrize("enforce_eager", [True, False])
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def test_twitter_prompt_adapter(enforce_eager: bool):
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llm = vllm.LLM(MODEL_PATH,
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enforce_eager=enforce_eager,
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enable_prompt_adapter=True,
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max_prompt_adapter_token=8)
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expected_output = ['complaint', 'no complaint']
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assert do_sample(llm, "twitter_pa", pa_id=1) == expected_output
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