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Prefill and Decode for Concurrent Requests - Optimizing LLM Performance
The article discusses the impact of concurrent request processing on LLM latency, throughput, and GPU utilization, focusing on the prefill and decode phases.
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In this second part, we will now focus on the concurrent processing of requests, and how it impacts relevant metrics such as latency and throughput as well as GPU resource utilization.
huggingface.co
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- Announced
- 16 Apr 2025 10:10 UTC
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- 03 Aug 2026 21:12 UTC (+474d after)
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