This paper introduces DistAttention, a distributed attention algorithm, and DistKV-LLM, a distributed LLM serving system, to improve the performance and resource management of cloud-based LLM services. The system achieved significant throughput improvements and supported longer context lengths compared to existing systems.

https://arxiv.org/abs//2401.02669

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