发生了什么: SGLang and Miles Add Day-0 Support for Kimi K3

SGLang and Miles now support Kimi K3, a 2.8-trillion-parameter open-source model with hybrid KDA and MLA attention architecture, on day one.

为何重要: SGLang and Miles Add Day-0 Support for Kimi K3

Engineers deploying or optimizing large language model inference and training need to understand K3's architectural departures and their serving implications.

注意: SGLang and Miles Add Day-0 Support for Kimi K3

K3's hybrid architecture breaks many standard serving stack assumptions; unified memory and speculative decoding are opt-in features requiring explicit configuration.

新闻

SGLang and Miles Add Day-0 Support for Kimi K3

LMSYS · 发布于 2026年7月27日 · 阅读约3分钟

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发生了什么: SGLang and Miles now support Kimi K3, a 2.8-trillion-parameter open-source model with hybrid KDA and MLA attention architecture, on day one.
为何重要: Engineers deploying or optimizing large language model inference and training need to understand K3's architectural departures and their serving implications.
注意: K3's hybrid architecture breaks many standard serving stack assumptions; unified memory and speculative decoding are opt-in features requiring explicit configuration.

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Infini-Attention Architecture
Hybrid Secret & Cache Management Pattern

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