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### Inference with [vLLM](https://github.com/vllm-project/vllm)
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```python
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from transformers import AutoTokenizer
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from vllm import LLM, SamplingParams
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```
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### Inference with [vLLM](https://github.com/vllm-project/vllm)
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For now, you need to install our forked version of vLLM.
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```bash
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pip install git+https://github.com/OpenBMB/vllm.git@minicpm3
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```
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```python
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from transformers import AutoTokenizer
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from vllm import LLM, SamplingParams
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