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title: Persistent Session-State Continuity
emoji: "\U0001F4C4"
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sdk: static
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license: apache-2.0
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# Persistent Session-State Continuity for Local Inference
**Author:** [Thump604](https://github.com/Thump604)
**Paper:** [persistent-session-state-continuity.pdf](persistent-session-state-continuity.pdf) | **Source:** [persistent-session-state-continuity.tex](persistent-session-state-continuity.tex)
**DOI:** [10.5281/zenodo.19560698](https://doi.org/10.5281/zenodo.19560698)
## Abstract
Long-context local inference is expensive to start, expensive to rebuild, and easy to bootstrap poorly. This work presents persistent session-state continuity: checkpoint, kill, restore, continue -- with exact fidelity on Apple Silicon unified memory.
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