Unverified50% confidenceReleaseExact time
MemGPT was proposed by UC Berkeley in 2023, building a hierarchical memory system for LLMs similar to an operating system's virtual memory.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/9/2026
First Seen
Valid until: 12/8/2026
Sources
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UnverifiedPagedAttention 由 vLLM 团队于 2023 年提出，借鉴操作系统虚拟内存分页机制，将 KV Cache 内存浪费率从超过 60% 降低至接近 4%59% similarVerifiedvLLM's PagedAttention draws on the operating system concept of virtual memory paging to manage KV caches, reducing GPU memory fragmentation overhead from approximately 30% to near 0.56% similar
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