When deploying DeepSeek-R1 (such as DeepSeek-R1-Distill-Qwen-14B or 32B) using vLLM, encountering a sudden torch.cuda.OutOfMemoryError: CUDA out of memory during startup or high concurrency is one of the most common issues developers face.…
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