Unverified50% confidenceTradeoffExact time
The REMORY encoder adds approximately 120ms of latency on a single A100, which can be avoided by pre-computing residual tokens for predictable workflows.
1
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50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
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UnverifiedA context length of 131,072, i.e., 128K tokens, leads to significantly higher VRAM consumption and latency during inference as the context grows longer.75% similarUnverified纯内存操作的延迟通常比向量数据库方案低1-2个数量级，Redis等内存数据库的P99延迟可控制在1ms以内，而远程向量检索往往需要10-100ms70% similarUnverified现代处理器L1缓存大小通常为32-64KB，延迟约4个时钟周期69% similarUnverified现代处理器L2缓存大小通常为256KB-1MB，延迟约12个时钟周期69% similarUnverifiedREMORY's residual decoder generates a bounded soft token sequence, each a 768-dimensional vector, stopping after N ≤ 64 tokens.69% similar
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