{
  "slug": "intellect-3",
  "order": 53,
  "name": "INTELLECT-3 (106B)",
  "baseTitle": "INTELLECT-3",
  "company": "Prime Intellect",
  "country": "United States",
  "flag": "🇺🇸",
  "date": "2025-11-26",
  "decoderType": "Sparse MoE",
  "attention": "GQA",
  "layerMix": "46 GQA",
  "scale": "106B total, 12B active (11.3% active)",
  "totalParams": 106000000000,
  "activeParams": 12000000000,
  "context": "128,000",
  "contextTokens": 128000,
  "license": "MIT License",
  "kvCacheText": "184 KiB",
  "kvCacheKiB": 184,
  "kvCacheLevel": "High",
  "summary": "Large-scale RL post-training of GLM-4.5-Air that keeps the compact 106B sparse MoE backbone intact.",
  "keyDetail": "Keeps the GLM-4.5-Air architecture unchanged and shifts the capability profile through SFT plus large-scale RL.",
  "image": {
    "full": "https://sebastianraschka.com/llm-architecture-gallery/images/architectures/intellect-3.webp",
    "thumb": "https://sebastianraschka.com/llm-architecture-gallery/images/architectures/thumbnails/intellect-3.webp",
    "alt": "Figure 1: INTELLECT-3",
    "width": 960,
    "height": 936
  },
  "articleUrl": null,
  "links": [
    {
      "label": "config.json",
      "href": "https://huggingface.co/PrimeIntellect/INTELLECT-3/blob/main/config.json",
      "title": "PrimeIntellect/INTELLECT-3"
    },
    {
      "label": "Tech report",
      "href": "https://storage.googleapis.com/intellect-3-paper/INTELLECT_3_Technical_Report.pdf",
      "title": null
    }
  ],
  "concepts": [
    {
      "slug": "gqa",
      "label": "GQA",
      "name": "Grouped-Query Attention",
      "url": "https://llm-atlas-7or.pages.dev/concepts/gqa/"
    },
    {
      "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": 10.6,
      "profile": {
        "Scientific": 6.7
      },
      "url": "https://artificialanalysis.ai/models/intellect-3"
    }
  },
  "sourceUrl": "https://sebastianraschka.com/llm-architecture-gallery/#card-intellect-3",
  "family": "moe",
  "url": "https://llm-atlas-7or.pages.dev/models/intellect-3/",
  "markdownUrl": "https://llm-atlas-7or.pages.dev/models/intellect-3.md"
}