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    2025-03-31T18:34:02+00:00
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    QwQ-32B can be deployed using the following methods:
    - **Local Deployment**: Requires 4 NVIDIA 4090 GPUs.
    - **vLLM Deployment**: Recommended for efficient deployment, with detailed guidelines available in the [vLLM Deployment Guide](https://qwen.readthedocs.io/en/latest/deployment/vllm.html).
    - **Loading Code**: Example code for loading the model: `from transformers import AutoModelForCausalLM, AutoTokenizer; model_name="Qwen/QwQ-32B"`.

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