{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "huggingface/pytorch-image-models",
    "datasetVersion": "2026-09-18-v3.0",
    "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
    "scanDate": "2026-09-16",
    "window": {
      "since": "2026-02-01",
      "untilExclusive": "2026-09-16",
      "label": "February–September 15, 2026"
    },
    "repository": {
      "sourceRepo": "huggingface/pytorch-image-models",
      "canonicalRepo": "huggingface/pytorch-image-models",
      "canonicalGitHubUrl": "https://github.com/huggingface/pytorch-image-models",
      "defaultBranch": "main",
      "headShaAtResolution": "9a4bc93ea7a8f1c83686bcf1695f098e81ac79fc",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 8.4,
    "humanSharePctCeiling": 91.6,
    "totals": {
      "commitsInHistory": 157,
      "mergeCommitsExcluded": 14,
      "ciBotCommitsExcluded": 0,
      "commitsConsidered": 143,
      "agentAttributedCommits": 12,
      "humanAttributedCommits": 131
    },
    "concentration": {
      "distinctAgentAuthors": 2,
      "topAuthorShareOfAgentCommits": 91.7,
      "adoptionPattern": "individual"
    },
    "mode": {
      "assistedCommits": 12,
      "autonomousCommits": 0,
      "assistedPct": 8.4,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 12,
        "sharePct": 8.4,
        "samples": [
          {
            "hash": "f13c5dc4af03ceeef978ff86a1562d73259db7b9",
            "subject": "Add DeepSeek-V4 / V4.1 vision encoder as deepseek_vit",
            "date": "2026-09-11T10:44:16+09:00"
          },
          {
            "hash": "29925ad713f72ddbc6a744e5423441640191f19e",
            "subject": "Add EfficientViM (CVPR 2025)",
            "date": "2026-09-09T09:18:55-07:00"
          },
          {
            "hash": "51a2938956eb14db8a71c73dd0abc1eb1bb7e05a",
            "subject": "Add Sapiens2 (Meta human-centric ViT) to Eva w/ GQA + attn-only LayerScale",
            "date": "2026-09-09T09:05:30+09:00"
          },
          {
            "hash": "fbb97657d275f97f071415b107b997d1a7e07530",
            "subject": "qwen3_vit: add Qwen3-VL (Instruct) pretrained tags, DeepStack projectors dropped",
            "date": "2026-09-09T09:05:26+09:00"
          },
          {
            "hash": "fb28d6a3c4fdef3df71871ef116cad2f12b0de99",
            "subject": "Add Qwen3 vision encoder (Qwen3-VL / Qwen3.5 / Qwen3.8 vision tower) as qwen3_vit",
            "date": "2026-09-09T09:05:26+09:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 8,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-03",
        "total": 13,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-04",
        "total": 32,
        "agent": 4,
        "agentPct": 12.5
      },
      {
        "month": "2026-05",
        "total": 10,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-06",
        "total": 7,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-07",
        "total": 21,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-08",
        "total": 30,
        "agent": 3,
        "agentPct": 10
      },
      {
        "month": "2026-09",
        "total": 22,
        "agent": 5,
        "agentPct": 22.7
      }
    ],
    "lowActivity": false
  }
}