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vToken: inference memory virtualisation

2026-08-16

vToken: inference memory virtualisation
Photo: sludgegulper (CC BY-SA 2.0)

The vToken research paper, listed on August 14, 2026, proposes token-level virtualisation for reclaimable key-value caches.

It is research that could reduce multi-tenant inference memory pressure.

There is no production validation yet, so the technique should be treated as a research direction rather than an available optimisation.

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