{
  "slug": "torchao",
  "name": "torchao",
  "category": "quant",
  "kind": "repo",
  "tier": "catalog",
  "what": "PyTorch-native quantization.",
  "what_source": "editor",
  "why": "Shrinks models so bigger ones fit in memory.",
  "icon": "MemoryStick",
  "stack_layer": "model",
  "repo": "https://github.com/pytorch/ao",
  "homepage": "https://pytorch.org/ao/stable/index.html",
  "readme": "https://github.com/pytorch/ao#readme",
  "license": "Other",
  "repo_meta": {
    "stars": 3005,
    "last_push": "2026-10-15",
    "last_commit": "2026-10-15",
    "archived": false,
    "fork": false,
    "language": "Python",
    "checked_on": "2026-10-15"
  },
  "tags": [
    "license-unclear"
  ],
  "seen_in_videos": [],
  "cloud_note": null,
  "install": [
    {
      "run": "pip install torchao",
      "platform": "any",
      "source": "README (auto-extracted)",
      "status": "unverified, not executed"
    },
    {
      "run": "pip install mslk --index-url https://download.pytorch.org/whl/cu130",
      "platform": "any",
      "source": "README (auto-extracted)",
      "status": "unverified, not executed"
    },
    {
      "run": "pip install apache-tvm-ffi",
      "platform": "any",
      "source": "README (auto-extracted)",
      "status": "unverified, not executed"
    },
    {
      "run": "pip install nvidia-cutlass-dsl==4.5.2 nvidia-cutlass-dsl-libs-base==4.5.2 nvidia-cutlass-dsl-libs-cu13==4.5.2",
      "platform": "any",
      "source": "README (auto-extracted)",
      "status": "unverified, not executed"
    }
  ],
  "verify": [],
  "rollback": [
    {
      "run": "pip uninstall -y torchao",
      "source": "derived inverse of install command",
      "status": "unverified"
    },
    {
      "run": "pip uninstall -y mslk",
      "source": "derived inverse of install command",
      "status": "unverified"
    },
    {
      "run": "pip uninstall -y apache-tvm-ffi",
      "source": "derived inverse of install command",
      "status": "unverified"
    },
    {
      "run": "pip uninstall -y nvidia-cutlass-dsl",
      "source": "derived inverse of install command",
      "status": "unverified"
    }
  ],
  "gap_score": {
    "value": null,
    "status": "pending test on Mac Studio"
  },
  "verified_on": "2026-10-15"
}