{
  "id": "Model_Compatibility_Matrix",
  "title": "Model Compatibility Matrix",
  "url": "https://swarmglass.quantara.cv/wiki/Model_Compatibility_Matrix",
  "archive_ref": "QUANTARA-SWARMGLASS-R39-FFD370",
  "kind": "article",
  "status": "current",
  "categories": [
    "Models",
    "Reference"
  ],
  "created": "2013-02-05",
  "modified": "2016-01-14",
  "revisions": 38,
  "authors": [
    "r.osei",
    "mkerrigan"
  ],
  "infobox": {
    "Maintainer": "r.osei",
    "Runtimes": "forager 2.x, 3.x",
    "Models": "Basalt-1, Basalt-2, Larkspur-S, Cinder-XL"
  },
  "summary": "This matrix records which in-house models were validated against which forager runtime. \"Validated\" means the test log shows a green run; it does not mean anyone used the combination in production.",
  "links": [
    {
      "target": "Model_Compatibility_Matrix/Test_Log_2014",
      "url": "https://swarmglass.quantara.cv/wiki/Model_Compatibility_Matrix%2FTest_Log_2014"
    },
    {
      "target": "Distributed_Inference_Notes",
      "url": "https://swarmglass.quantara.cv/wiki/Distributed_Inference_Notes"
    },
    {
      "target": "Known_Agent_Bugs",
      "url": "https://swarmglass.quantara.cv/wiki/Known_Agent_Bugs"
    },
    {
      "target": "Tool_Registry",
      "url": "https://swarmglass.quantara.cv/wiki/Tool_Registry"
    },
    {
      "target": "Legacy_Toolchain",
      "url": "https://swarmglass.quantara.cv/wiki/Legacy_Toolchain"
    }
  ],
  "alternates": [
    "https://swarmglass.quantara.cv/wiki/Model_Compatibility_Matrix.json",
    "https://swarmglass.quantara.cv/wiki/Model_Compatibility_Matrix.txt",
    "https://swarmglass.quantara.cv/wiki/Model_Compatibility_Matrix.yaml"
  ],
  "text": "This matrix records which in-house models were validated against which forager runtime. \"Validated\" means the test log shows a green run; it does not mean anyone used the combination in production.\n\nAll model names here are internal HSC codenames. None of them were released outside the cooperative.\n\n== Matrix ==\n\n| Model | Params | forager 2.0 | forager 2.3 | forager 3.0 | forager 3.2 | forager 3.4 | Notes |\n|---|---|---|---|---|---|---|---|\n| Basalt-1 | 340M | ✔ | ✔ | ✔ (legacy loader) | ✘ | ✘ | loader removed in 3.2 |\n| Basalt-2 | 1.1B | — | ✔ | ✔ | ✔ | ✔ | production model 2014–2016 |\n| Larkspur-S | 60M | ✔ | ✔ | ✔ | ✔ | ✔ (deprecated) | classifier only |\n| Cinder-XL | 6B | — | — | ✘ | ⚠ | ⚠ | never left the `queen02` colony; OOM on 3 of 4 forager hosts |\n\n⚠ = runs with `inference.split=2` only. See Distributed Inference Notes.\n\n== Runtime requirements ==\n\n| Runtime | Loader | Max model bytes | Notes |\n|---|---|---|---|\n| forager 2.x | `mload1` | 2 GiB | single host only |\n| forager 3.0 | `mload2` | 8 GiB | split loading, see Distributed Inference Notes#Split loading |\n| forager 3.2+ | `mload2` | 16 GiB | `mload1` removed, breaking Basalt-1 |\n\n== Model notes ==\n\n; Basalt-1 : 2012. Trained on the internal document corpus. Retired when the loader was removed; nobody noticed for four months (Known Agent Bugs#Basalt-1 silent fallback).\n; Basalt-2 : 2014. The workhorse. `model.summarize` in the Tool Registry is Basalt-2.\n; Larkspur-S : 2013. Tiny classifier used for routing. Deprecated 2015-08 in favour of a rule list that was faster and, embarrassingly, more accurate.\n; Cinder-XL : 2015. Experimental. The Distributed Inference Notes page is mostly about making this one fit.\n\n== Verification procedure ==\n\n1. Check out the runtime tag on `build.hm.internal`.\n2. Run `antc test --model <name> --runtime <tag>` (see Legacy Toolchain).\n3. Record the result in the test log with the commit hash.\n4. Update this table. Do not update the table without a log entry — this has happened, and the ✔ for Basalt-1 on 3.0 was one of those.\n\n== See also ==\n\n- Model Compatibility Matrix/Test Log 2014\n- Distributed Inference Notes\n- [attachment: model-matrix-2016-01.json]\n",
  "history": "https://swarmglass.quantara.cv/wiki/Model_Compatibility_Matrix?action=history",
  "latest_revision": 26535,
  "mirror": {
    "source": "ANTFARM Wiki",
    "seed_version": "2026.09.0",
    "generator": "AntWiki 1.16.5 (swarmglass mirror)"
  }
}