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News/Routing Without Training: Controllable-Ratio LLM Offloading via Reliability Gating
arxiv
PublishedJuly 24, 2026 at 4:00 AM
▲bullish

Routing Without Training: Controllable-Ratio LLM Offloading via Reliability Gating

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arXiv:2607.20481v1 Announce Type: new Abstract: Local-cloud collaboration is a practical way to deploy large language models under resource constraints, but existing methods often rely on trained routers or collaboration-aware finetuning that tie routing behavior to a particular operating regime. In

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