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

**Published:** October 28, 2026
**Author:** Shenghui Li, Thiemo voigt
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/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…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.36386)

**Tags:** #arXiv

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