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cuda_device_detection
infrastructure-cuda-device-detectio-when-deploying-quantized-models-e-g-awq-with-vllm--145f4d13
IFWhen deploying quantized models (e.g., AWQ) with vLLM in a distributed Ray/KubeRay setup, the CUDA_VISIBLE_DEVICES environment variable is inadvertently set to an empty string during quantization method verification, causing GPU detection failures.
THENModify the quantization override logic to preserve the original CUDA_VISIBLE_DEVICES value. After calling override_quantization_method (e.g., in awq_marlin.py), restore the environment variable if it was changed. Alternatively, hardcode CUDA_VISIBLE_DEVICES manually, but this is not recommended for production.
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