ended5월 3일· 1 sources
Stop Batching Your LLM Prompts: Why Parallel Requests Are the Ultimate Speed Hack
LLM 질문, 하나로 묶지 마세요: 병렬 요청이 5배 빠른 기술적 이유
Why it matters
Splitting independent queries into parallel requests leverages server-side continuous batching to drastically reduce overall latency. Understanding autoregressive generation is crucial for developers to optimize throughput and user experience in LLM-powered applications.
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LLMAutoregressive DecodingContinuous BatchingParallel InferenceInference LatencyGPU Optimization