KVMem Virtualizes Million-Token Agent Workspaces on Consumer GPUs

A new arXiv paper, KVMem, pages overflowed KV states across GPU memory, RAM and NVMe and retrieves them by attention index, enabling million-token agent workspaces on consumer GPUs without compression or re-retrieval.

2026-09-23 ~ 2026-09-23 · 2 related posts