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LoRA on a Budget: Function-Aware Post-Hoc Compression for Adapter Fleets

arXiv:2610.36386v1 Announce Type: new Abstract: Low-Rank Adaptation (LoRA) has become a key mechanism for efficiently specializing foundation models into many task- and user-specific variants. Serving many LoRA adapters under a shared resource budget turns post-hoc compression into a two-level allo…

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  1. 2026-10-28 04:00 · arXiv cs.AI
    LoRA on a Budget: Function-Aware Post-Hoc Compression for Adapter Fleets

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