---
title: Persistent Session-State Continuity
emoji: "\U0001F4C4"
colorFrom: green
colorTo: blue
sdk: static
pinned: false
license: apache-2.0
---

# 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.