{
  "slug": "kimi-k2-7-code",
  "order": 80,
  "name": "Kimi K2.7 Code (1T)",
  "baseTitle": "Kimi K2.7 Code",
  "company": "Moonshot AI",
  "country": "China",
  "flag": "🇨🇳",
  "date": "2026-06-12",
  "decoderType": "Sparse MoE",
  "attention": "MLA",
  "layerMix": "61 MLA",
  "scale": "1T total, 32B active (3.2% active)",
  "totalParams": 1000000000000,
  "activeParams": 32000000000,
  "context": "256,000",
  "contextTokens": 256000,
  "license": "Modified MIT License",
  "kvCacheText": "68.6 KiB",
  "kvCacheKiB": 68.6,
  "kvCacheLevel": "Low",
  "summary": "Coding-focused K2.6 successor that keeps the same 1T sparse MoE text backbone and emphasizes long-horizon software engineering agents.",
  "keyDetail": "Keeps the Kimi K2.5/K2.6 text architecture and shifts the release focus toward coding-agent workflows.",
  "image": {
    "full": "https://sebastianraschka.com/llm-architecture-gallery/images/architectures/kimi-k2-7-code.webp",
    "thumb": "https://sebastianraschka.com/llm-architecture-gallery/images/architectures/thumbnails/kimi-k2-7-code.webp",
    "alt": "Figure 1: Kimi K2.7 Code",
    "width": 960,
    "height": 930
  },
  "articleUrl": null,
  "links": [
    {
      "label": "config.json",
      "href": "https://huggingface.co/moonshotai/Kimi-K2.7-Code/blob/main/config.json",
      "title": "moonshotai/Kimi-K2.7-Code"
    },
    {
      "label": "License",
      "href": "https://huggingface.co/moonshotai/Kimi-K2.7-Code/blob/main/LICENSE",
      "title": null
    },
    {
      "label": "Tech report",
      "href": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
      "title": null
    }
  ],
  "concepts": [
    {
      "slug": "mla",
      "label": "MLA",
      "name": "Multi-Head Latent Attention",
      "url": "https://llm-atlas-7or.pages.dev/concepts/mla/"
    },
    {
      "slug": "moe",
      "label": "MoE",
      "name": "Mixture of Experts",
      "url": "https://llm-atlas-7or.pages.dev/concepts/moe/"
    }
  ],
  "aai": {
    "v4": {
      "label": "AA Intelligence Index v4.3.2",
      "total": 25.8,
      "profile": {
        "General": 33.1,
        "Scientific": 22.5,
        "Coding": 24.4,
        "Agents": 22
      },
      "url": "https://artificialanalysis.ai/models/kimi-k2-7-code"
    }
  },
  "sourceUrl": "https://sebastianraschka.com/llm-architecture-gallery/#card-kimi-k2-7-code",
  "family": "moe",
  "url": "https://llm-atlas-7or.pages.dev/models/kimi-k2-7-code/",
  "markdownUrl": "https://llm-atlas-7or.pages.dev/models/kimi-k2-7-code.md"
}