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29 lines
925 B
Python
29 lines
925 B
Python
# SPDX-License-Identifier: Apache-2.0
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# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
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from vllm import LLM, SamplingParams
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def test_gpu_memory_utilization():
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prompts = [
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"Hello, my name is",
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"The president of the United States is",
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"The capital of France is",
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"The future of AI is",
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]
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sampling_params = SamplingParams(temperature=0.8, top_p=0.95)
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# makes sure gpu_memory_utilization is per-instance limit,
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# not a global limit
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llms = [
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LLM(model="facebook/opt-125m",
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gpu_memory_utilization=0.3,
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enforce_eager=True) for i in range(3)
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]
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for llm in llms:
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outputs = llm.generate(prompts, sampling_params)
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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
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print(f"Prompt: {prompt!r}, Generated text: {generated_text!r}")
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