# Hybrid Spark: Adaptive Speculative Decoding That Lets the Content Choose the Drafter

> Полный текст доступен на английском

**Published:** 5 ноября 2026 г.
**Author:** Ekagra Ranjan, Bharat Venkitesh
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/ru/articles/hybrid-spark-adaptive-speculative-decoding-that-lets-the-content-choose

arXiv:2611.05611v1 Announce Type: new Abstract: Speculative decoding (SD) speeds up large language model (LLM) serving, but its gain depends on the workload's \emph{shape}, such as batch size and context length, and on its \emph{content}. A model-based drafter proposes a short…

> Материал агрегирован из первоисточника: **arXiv — cs.AI**
> [Читать полностью в arXiv — cs.AI](https://arxiv.org/abs/2611.05611)

**Теги:** #arXiv #GPU & Суперкомпьютеры

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