---
id: 20260424-T0-11
title: "Super Apriel模型发布单多速推理架构"
title_en: "Super April Launches Single-Multi-Speed Inference Architecture"
url: https://ai.daily.yangsir.net/daily/20260424-T0-11
issue_date: 2026-04-24
publish_date: 2026-04-23T04:00:00.000Z
category: research
source_name: "arXiv cs.LG (ML)"
source_url: https://arxiv.org/abs/2604.19877
---

# Super Apriel模型发布单多速推理架构

arXiv发表Super Apriel研究，提出15B参数超网络架构。每个解码层提供四种注意力机制选择：全注意力、滑动窗口注意力、Kimi Delta注意力和门控DeltaNet。通过智能选择不同混合器，实现单模型多推理速度，平衡性能与效率。

## English Version

**Super April Launches Single-Multi-Speed Inference Architecture**

arXiv paper Super Apriel introduces a 15B-parameter supernet with four attention choices per layer: Full Attention, Sliding Window, Kimi Delta, and Gated DeltaNet. The single-model architecture enables multi-speed inference through intelligent mixer selection, balancing performance and efficiency.

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**来源**：[arXiv cs.LG (ML)](https://arxiv.org/abs/2604.19877)

**详情页**：https://ai.daily.yangsir.net/daily/20260424-T0-11

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