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English(EN) Inside Kimi K3: How Moonshot AI Built the Largest Open-Source Model

Moonshot AI 发布 Kimi K3，采用新颖内存技术的最大开源模型

作者 PulseAugur 编辑部 · [3 个来源] ·

Moonshot AI 开发了 Kimi K3，这是一个拥有 3 万亿参数的开源模型，使其成为同类模型中最大的。其创新不仅在于规模，还在于一种名为 Kimi Delta Attention (KDA) 的新颖内存管理系统。KDA 利用“Delta Rule”就地更新内存，显著降低了与长上下文窗口相关的计算成本，这与传统 Transformer 模型随着上下文长度线性增加内存和二次方增加计算量不同。这种方法最初在较小的 Kimi Linear 模型中进行了测试，现在已扩展到 Kimi K3，旨在挑战领先的专有模型。 AI

影响 为开源模型树立了新的标杆，并引入了一种新颖的内存架构，可以显著降低长上下文窗口的训练和推理成本。

排序理由 前沿实验室模型发布，附带系统卡。[lever_c 从 frontier_release 降级：ic=2 ai=1.0]

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Moonshot AI 发布 Kimi K3，采用新颖内存技术的最大开源模型

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前沿实验室模型发布，附带系统卡。[lever_c 从 frontier_release 降级：ic=2 ai=1.0]
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报道来源 [3]

  1. Towards AI TIER_1 English(EN) · Mohammed Saqlain ·

    深入Kimi K3：Moonshot AI如何构建最大开源模型

    <p>Moonshot AI recently released Kimi K3, the largest open-weight model available as of mid-2026, and the first open model to reach the 3-trillion-parameter class. While most labs chase scale by simply adding more hardware, Moonshot took a different path. Instead of just building…

  2. Towards AI TIER_1 English(EN) · Pop123 ·

    告别Token浪费：深度解析Moonshot AI泄露的Kimi K3.1架构

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://pub.towardsai.net/the-end-of-token-waste-inside-moonshot-ais-leaked-kimi-k3-1-architecture-1680252877ef?source=rss----98111c9905da---4"><img src="https://cdn-images-1.medium.com/max/1418/1*mUz7TDv2Dqn7gT8…

  3. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🧠 研究人员在 Claude 的代码环境中测试 Moonshot AI 的 Kimi K3 模型。评估考察了该模型集成到现有代码中的性能

    🧠 Researchers test Moonshot AI's Kimi K3 model within Claude's code environment. The evaluation examines how the model performs when integrated into existing development workflows. 💬 Hacker News 🔗 https:// philippdubach.com/posts/kimi-k 3-inside-claude-code # AI # MachineLearning…

    链接 philippdubach.com/…/kimi-k3-inside-claude…

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