{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "huggingface/trl",
    "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/trl",
      "canonicalRepo": "huggingface/trl",
      "canonicalGitHubUrl": "https://github.com/huggingface/trl",
      "defaultBranch": "main",
      "headShaAtResolution": "7ea5a08c426e0186f5f84c13a7f13d51f4381688",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 3,
    "humanSharePctCeiling": 97,
    "totals": {
      "commitsInHistory": 1286,
      "mergeCommitsExcluded": 0,
      "ciBotCommitsExcluded": 23,
      "commitsConsidered": 1263,
      "agentAttributedCommits": 38,
      "humanAttributedCommits": 1225
    },
    "concentration": {
      "distinctAgentAuthors": 21,
      "topAuthorShareOfAgentCommits": 26.3,
      "adoptionPattern": "org-wide"
    },
    "mode": {
      "assistedCommits": 37,
      "autonomousCommits": 1,
      "assistedPct": 2.9,
      "autonomousPct": 0.1
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 29,
        "sharePct": 2.3,
        "samples": [
          {
            "hash": "8fbe6252a3d5aafe80e0c27477082cf5df131e3d",
            "subject": "Add support for vLLM 0.28.0 (#7001)",
            "date": "2026-09-09T14:13:08-04:00"
          },
          {
            "hash": "5f9c4d9128c54ef93e1c2c7bc1e84f1a7ab4cdf2",
            "subject": "Forward model revision to the auto-loaded processing_class (#6978)",
            "date": "2026-09-09T13:28:03-04:00"
          },
          {
            "hash": "ea16eeaa0d9e7a9c58aef6e9cb5be754f97a5c82",
            "subject": "Drop vLLM 0.19.0 support (#7002)",
            "date": "2026-09-02T09:53:40-04:00"
          },
          {
            "hash": "fd9e7591d0defc87be42745a00fb52a6d010abc3",
            "subject": "AsyncGRPOConfig : dtype asyncgrpo training (#6774)",
            "date": "2026-08-19T14:42:57+02:00"
          },
          {
            "hash": "38b4b810c202b43d761eaa43ad160b6bf3fc65f1",
            "subject": "Add missing logged metrics to the GRPO and RLOO docs (#6624)",
            "date": "2026-08-03T11:42:02-04:00"
          }
        ]
      },
      {
        "id": "copilot",
        "label": "GitHub Copilot",
        "vendor": "GitHub",
        "commits": 6,
        "sharePct": 0.5,
        "samples": [
          {
            "hash": "6a02207e916eba6314b155b5c8e3bd427eb60101",
            "subject": "[GRPO] Fix entropy bonus normalization inconsistency across loss types (#6648)",
            "date": "2026-08-10T10:38:54+02:00"
          },
          {
            "hash": "2396dfe5d2be7b18c0b615d80957d64ecdeb7cc0",
            "subject": "[GRPO] Apply the completion mask elementwise in the luspo loss aggregation (#6654)",
            "date": "2026-08-07T13:07:18+02:00"
          },
          {
            "hash": "752c7ff308842b0ac17b8da2c00d89a76559031c",
            "subject": "Fix prepare_deepspeed crash with cpu offload optimizer (#5916)",
            "date": "2026-07-24T16:53:23+02:00"
          },
          {
            "hash": "95f5c97c5bd7dab813400a0d4ca2a99d1f2f7297",
            "subject": "[GOLD] VLM support for GOLDTrainer (#5969)",
            "date": "2026-07-05T20:29:24+02:00"
          },
          {
            "hash": "43e09b8fbe3f1753806a86811964034981d7ede0",
            "subject": "fix(distillation): reverse-KL server path NaN on variable completion length (#5594)",
            "date": "2026-04-29T10:30:56-04:00"
          }
        ]
      },
      {
        "id": "cursor",
        "label": "Cursor Agent",
        "vendor": "Anysphere",
        "commits": 3,
        "sharePct": 0.2,
        "samples": [
          {
            "hash": "3318cf88e3a01e02cc8bb2c59ef1cd09ee03fcc5",
            "subject": "Raise when use_liger_kernel is combined with a PEFT adapter on lm_head (#5977)",
            "date": "2026-06-19T11:26:31+02:00"
          },
          {
            "hash": "25e294c4dc76ba6ea386375b58a888baa4cf34ca",
            "subject": "fix: prevent RuntimeError crash in activation offloading for non-contiguous tensors (#5694)",
            "date": "2026-05-04T09:08:56+02:00"
          },
          {
            "hash": "0562c3fa26c1bc827aff83800b046f9a2af925a6",
            "subject": "[SFT] Fix high vRAM consumption during eval with liger kernel (#5069)",
            "date": "2026-02-11T22:17:04+01:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 178,
        "agent": 2,
        "agentPct": 1.1
      },
      {
        "month": "2026-03",
        "total": 123,
        "agent": 5,
        "agentPct": 4.1
      },
      {
        "month": "2026-04",
        "total": 159,
        "agent": 2,
        "agentPct": 1.3
      },
      {
        "month": "2026-05",
        "total": 106,
        "agent": 3,
        "agentPct": 2.8
      },
      {
        "month": "2026-06",
        "total": 189,
        "agent": 6,
        "agentPct": 3.2
      },
      {
        "month": "2026-07",
        "total": 249,
        "agent": 13,
        "agentPct": 5.2
      },
      {
        "month": "2026-08",
        "total": 149,
        "agent": 4,
        "agentPct": 2.7
      },
      {
        "month": "2026-09",
        "total": 110,
        "agent": 3,
        "agentPct": 2.7
      }
    ],
    "lowActivity": false
  }
}
