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    Kimi Linear: Deep Technical Architecture Breakdown

    18 min
    |
    |
    16 nov 2025
    Technology

    Aggressive technical deep-dive into Kimi Linear's Delta Attention mathematics, MuonClip optimizer, and hybrid MoE training. No fluff-pure matrix operations, architectural innovations, and implementation details that demand your full attention.

    Kimi Linear: Deep Technical Architecture Breakdown

    Miglior citazione da Kimi Linear: Deep Technical Architecture Breakdown

    “

    Kimi Linear is the first linear attention mechanism that actually outperforms traditional quadratic attention, achieving a 75% reduction in KV cache usage and 6x faster decoding at million-token contexts without sacrificing accuracy.

    ”
    J

    Generated by Jiaying

    Domanda di input

    Kimi linear on the technical details, give me all the tech details, how matrix works, how the training is different, don’t give me filler words or analogies

    Voci dei presentatori
    Lenaplay
    Eliplay
    Fonti di conoscenza
    Kimi Linear: An Expressive, Efficient Attention Architecture - arXiv
    link
    https://arxiv.org/abs/2510.26692
    Kimi Linear: Expressive & Efficient Attention
    link
    https://www.emergentmind.com/papers/2510.26692
    Kimi K2: Open Agentic Intelligence
    link
    https://arxiv.org/html/2507.20534v1
    Kimi K2 Explained: A Technical Deep Dive into its MoE Architecture
    link
    https://intuitionlabs.ai/pdfs/kimi-k2-explained-a-technical-deep-dive-into-its-moe-architecture.pdf
    Kimi K2 Technical Report In-Depth Analysis: 1 Trillion Parameter MoE Architecture for Agentic Intelligence
    link
    https://thakicloud.github.io/en/research/kimi-k2-technical-report-agentic-intelligence-moe-architecture-analysis

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