Computer Science - Distributed, Parallel, and Cluster Computing
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Papers
Efficient Memory Management for Large Language Model Serving with PagedAttention
High throughput serving of large language models (LLMs) requires batching sufficiently many requests at a time. However, existing systems struggle because the key-value cache (KV cache) memory for eac...