diff --git "a/new-contributors-report.json" "b/new-contributors-report.json" --- "a/new-contributors-report.json" +++ "b/new-contributors-report.json" @@ -1,8 +1,8 @@ { "schema_version": "1.0", "repo": "huggingface/transformers", - "snapshot_id": "20260411T144729Z", - "generated_at": "2026-04-11T15:33:47Z", + "snapshot_id": "20260413T085906Z", + "generated_at": "2026-04-13T09:45:12Z", "window_days": 60, "max_authors": 0, "contributors": [ @@ -25,7 +25,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2030, + "account_age_days": 2031, "young_account": false, "follow_through_score": "strong", "breadth_score": "low", @@ -35,13 +35,13 @@ "huggingface" ], "activity": { - "visible_authored_pr_count": 53, - "merged_pr_count": 46, - "closed_unmerged_pr_count": 5, + "visible_authored_pr_count": 49, + "merged_pr_count": 44, + "closed_unmerged_pr_count": 3, "open_pr_count": 2, - "merged_pr_rate": 0.8679, - "closed_unmerged_pr_rate": 0.0943, - 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"account_age_days": 4931, + "account_age_days": 4933, "young_account": false, "follow_through_score": "strong", "breadth_score": "low", @@ -109,13 +109,13 @@ "heuristic_note": "high recent PR volume; targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 48, + "visible_authored_pr_count": 47, "merged_pr_count": 39, - "closed_unmerged_pr_count": 3, + "closed_unmerged_pr_count": 2, "open_pr_count": 6, - "merged_pr_rate": 0.8125, - "closed_unmerged_pr_rate": 0.0625, - "still_open_pr_rate": 0.125, + "merged_pr_rate": 0.8298, + "closed_unmerged_pr_rate": 0.0426, + "still_open_pr_rate": 0.1277, "distinct_repos_with_authored_prs": 1, "distinct_repos_with_open_prs": 1 }, @@ -163,71 +163,71 @@ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atarekziade", "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atarekziade", "repo_first_seen_at": "2026-01-21T16:52:29Z", - "repo_last_seen_at": "2026-04-09T14:22:46Z", - 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"merged": true, + "number": 45391, + "title": "audio tester class", + "url": "https://github.com/huggingface/transformers/pull/45391", + "state": "open", + "merged": false, "draft": false, - "created_at": "2026-04-09T09:44:16Z" + "created_at": "2026-04-13T06:32:49Z" }, { "kind": "pull_request", - "number": 45337, - "title": "chore: remove test_hub for now", - "url": "https://github.com/huggingface/transformers/pull/45337", + "number": 45344, + "title": "refactor: display test duration", + "url": "https://github.com/huggingface/transformers/pull/45344", "state": "closed", "merged": true, "draft": false, - "created_at": "2026-04-09T08:54:45Z" + "created_at": "2026-04-09T14:22:46Z" } ], "issues": [ @@ -284,7 +284,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1501, + "account_age_days": 1503, "young_account": false, "follow_through_score": "mixed", "breadth_score": "moderate", @@ -295,13 +295,13 @@ "deeppavlov" ], "activity": { - "visible_authored_pr_count": 50, - 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"distinct_repos_with_open_prs": 0 + "distinct_repos_with_open_prs": 1 }, "examples": { "pull_requests": [ + { + "kind": "pull_request", + "number": 45394, + "title": "fix(x_clip): auto-fix failing tests", + "url": "https://github.com/huggingface/transformers/pull/45394", + "state": "open", + "merged": false, + "draft": true, + "created_at": "2026-04-13T08:28:21Z" + }, { "kind": "pull_request", "number": 45288, @@ -400,16 +410,6 @@ "merged": false, "draft": true, "created_at": "2026-04-07T10:23:45Z" - }, - { - "kind": "pull_request", - "number": 45286, - "title": "fix(nomic_bert): auto-fix failing tests", - "url": "https://github.com/huggingface/transformers/pull/45286", - "state": "closed", - "merged": false, - "draft": true, - "created_at": "2026-04-07T10:22:51Z" } ], "issues": [ @@ -454,19 +454,19 @@ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker", "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker", "repo_first_seen_at": "2023-10-25T14:56:56Z", - 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"still_open_pr_rate": 0.3276, + "still_open_pr_rate": 0.3448, "distinct_repos_with_authored_prs": 4, "distinct_repos_with_open_prs": 4 }, "examples": { "pull_requests": [ + { + "kind": "pull_request", + "number": 45395, + "title": "Fix IndexError with DeepSpeed ZeRO-3 when kernels rotary is active", + "url": "https://github.com/huggingface/transformers/pull/45395", + "state": "open", + "merged": false, + "draft": false, + "created_at": "2026-04-13T08:35:06Z" + }, { "kind": "pull_request", "number": 45359, @@ -505,16 +515,6 @@ "merged": true, "draft": false, "created_at": "2026-04-03T05:42:21Z" - }, - { - "kind": "pull_request", - "number": 45139, - "title": "Fix vllm cis", - "url": "https://github.com/huggingface/transformers/pull/45139", - "state": "closed", - "merged": true, - "draft": false, - "created_at": "2026-03-31T09:26:28Z" } ], "issues": [ @@ -551,17 +551,17 @@ "repo_first_seen_at": "2024-11-15T13:51:28Z", "repo_last_seen_at": "2026-04-10T15:30:34Z", "repo_primary_artifact_count": 37, - "repo_artifact_count": 760, + "repo_artifact_count": 768, "snapshot_issue_count": 1, "snapshot_pr_count": 36, "snapshot_comment_count": 146, - "snapshot_review_count": 226, - "snapshot_review_comment_count": 351, + "snapshot_review_count": 230, + "snapshot_review_comment_count": 355, "repo_association": "MEMBER", "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2354, + "account_age_days": 2356, "young_account": false, "follow_through_score": "strong", "breadth_score": "moderate", @@ -571,13 +571,13 @@ "huggingface" ], "activity": { - "visible_authored_pr_count": 35, - "merged_pr_count": 28, + "visible_authored_pr_count": 32, + "merged_pr_count": 25, "closed_unmerged_pr_count": 3, "open_pr_count": 4, - "merged_pr_rate": 0.8, - "closed_unmerged_pr_rate": 0.0857, - "still_open_pr_rate": 0.1143, + "merged_pr_rate": 0.7812, + "closed_unmerged_pr_rate": 0.0938, + "still_open_pr_rate": 0.125, "distinct_repos_with_authored_prs": 4, "distinct_repos_with_open_prs": 1 }, @@ -636,19 +636,19 @@ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1", "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1", "repo_first_seen_at": "2023-11-20T15:51:09Z", - "repo_last_seen_at": "2026-04-10T14:22:36Z", + "repo_last_seen_at": "2026-04-11T16:40:17Z", "repo_primary_artifact_count": 36, - "repo_artifact_count": 828, + "repo_artifact_count": 829, "snapshot_issue_count": 0, "snapshot_pr_count": 36, - "snapshot_comment_count": 483, + "snapshot_comment_count": 484, "snapshot_review_count": 194, "snapshot_review_comment_count": 115, "repo_association": "MEMBER", "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3955, + "account_age_days": 3957, "young_account": false, "follow_through_score": "strong", "breadth_score": "low", @@ -658,12 +658,12 @@ "huggingface" ], "activity": { - "visible_authored_pr_count": 21, - "merged_pr_count": 20, + "visible_authored_pr_count": 19, + "merged_pr_count": 18, "closed_unmerged_pr_count": 1, "open_pr_count": 0, - "merged_pr_rate": 0.9524, - "closed_unmerged_pr_rate": 0.0476, + "merged_pr_rate": 0.9474, + "closed_unmerged_pr_rate": 0.0526, "still_open_pr_rate": 0.0, "distinct_repos_with_authored_prs": 1, "distinct_repos_with_open_prs": 0 @@ -724,7 +724,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2290, + "account_age_days": 2292, "young_account": false, "follow_through_score": "strong", "breadth_score": "low", @@ -734,13 +734,13 @@ "huggingface" ], "activity": { - "visible_authored_pr_count": 33, - "merged_pr_count": 27, + "visible_authored_pr_count": 31, + "merged_pr_count": 25, "closed_unmerged_pr_count": 0, "open_pr_count": 6, - "merged_pr_rate": 0.8182, + "merged_pr_rate": 0.8065, "closed_unmerged_pr_rate": 0.0, - "still_open_pr_rate": 0.1818, + "still_open_pr_rate": 0.1935, "distinct_repos_with_authored_prs": 2, "distinct_repos_with_open_prs": 1 }, @@ -801,17 +801,17 @@ "repo_first_seen_at": "2025-08-26T12:13:50Z", "repo_last_seen_at": "2026-04-10T09:56:49Z", "repo_primary_artifact_count": 34, - "repo_artifact_count": 4004, + "repo_artifact_count": 4016, "snapshot_issue_count": 1, "snapshot_pr_count": 33, "snapshot_comment_count": 396, - "snapshot_review_count": 682, - "snapshot_review_comment_count": 2892, + "snapshot_review_count": 688, + "snapshot_review_comment_count": 2898, "repo_association": "MEMBER", "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1985, + "account_age_days": 1986, "young_account": false, "follow_through_score": "mixed", "breadth_score": "low", @@ -819,13 +819,13 @@ "heuristic_note": "targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 20, - "merged_pr_count": 12, + "visible_authored_pr_count": 18, + "merged_pr_count": 11, "closed_unmerged_pr_count": 3, - "open_pr_count": 5, - "merged_pr_rate": 0.6, - "closed_unmerged_pr_rate": 0.15, - "still_open_pr_rate": 0.25, + "open_pr_count": 4, + "merged_pr_rate": 0.6111, + "closed_unmerged_pr_rate": 0.1667, + "still_open_pr_rate": 0.2222, "distinct_repos_with_authored_prs": 2, "distinct_repos_with_open_prs": 1 }, @@ -884,19 +884,19 @@ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aharshaljanjani", "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aharshaljanjani", "repo_first_seen_at": "2025-09-17T20:29:13Z", - "repo_last_seen_at": "2026-04-09T08:37:50Z", + "repo_last_seen_at": "2026-04-13T04:46:04Z", "repo_primary_artifact_count": 51, - "repo_artifact_count": 344, + "repo_artifact_count": 345, "snapshot_issue_count": 20, "snapshot_pr_count": 31, - "snapshot_comment_count": 89, + "snapshot_comment_count": 90, "snapshot_review_count": 102, "snapshot_review_comment_count": 102, "repo_association": "CONTRIBUTOR", "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1955, + "account_age_days": 1956, "young_account": false, "follow_through_score": "strong", "breadth_score": "moderate", @@ -904,13 +904,13 @@ "heuristic_note": "targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 21, - "merged_pr_count": 15, + "visible_authored_pr_count": 20, + "merged_pr_count": 14, "closed_unmerged_pr_count": 0, "open_pr_count": 6, - "merged_pr_rate": 0.7143, + "merged_pr_rate": 0.7, "closed_unmerged_pr_rate": 0.0, - "still_open_pr_rate": 0.2857, + "still_open_pr_rate": 0.3, "distinct_repos_with_authored_prs": 4, "distinct_repos_with_open_prs": 4 }, @@ -1001,7 +1001,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3133, + "account_age_days": 3134, "young_account": false, "follow_through_score": "mixed", "breadth_score": "low", @@ -1009,13 +1009,13 @@ "heuristic_note": "no visible non-self stars; targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 20, - "merged_pr_count": 11, + "visible_authored_pr_count": 19, + "merged_pr_count": 10, "closed_unmerged_pr_count": 5, "open_pr_count": 4, - "merged_pr_rate": 0.55, - "closed_unmerged_pr_rate": 0.25, - "still_open_pr_rate": 0.2, + "merged_pr_rate": 0.5263, + "closed_unmerged_pr_rate": 0.2632, + "still_open_pr_rate": 0.2105, "distinct_repos_with_authored_prs": 1, "distinct_repos_with_open_prs": 1 }, @@ -1075,7 +1075,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3691, + "account_age_days": 3692, "young_account": false, "follow_through_score": "mixed", "breadth_score": "moderate", @@ -1084,12 +1084,12 @@ "public_orgs": [], "activity": { "visible_authored_pr_count": 196, - 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"fetch_error": "graphql request failed: 502 \r\n502 Bad Gateway\r\n\r\n

502 Bad Gateway

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"visible_authored_pr_count": 57, + "merged_pr_count": 40, "closed_unmerged_pr_count": 5, "open_pr_count": 12, - "merged_pr_rate": 0.7258, - "closed_unmerged_pr_rate": 0.0806, - "still_open_pr_rate": 0.1935, - "distinct_repos_with_authored_prs": 14, + "merged_pr_rate": 0.7018, + "closed_unmerged_pr_rate": 0.0877, + "still_open_pr_rate": 0.2105, + "distinct_repos_with_authored_prs": 13, "distinct_repos_with_open_prs": 6 }, "examples": { @@ -7536,7 +7431,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 4473, + "account_age_days": 4475, "young_account": false, "follow_through_score": "weak", "breadth_score": "very high", @@ -7546,13 +7441,13 @@ "activity": { "visible_authored_pr_count": 301, "merged_pr_count": 33, - "closed_unmerged_pr_count": 183, - "open_pr_count": 85, + "closed_unmerged_pr_count": 184, + "open_pr_count": 84, "merged_pr_rate": 0.1096, - "closed_unmerged_pr_rate": 0.608, - "still_open_pr_rate": 0.2824, + 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"account_age_days": 3915, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -7728,7 +7623,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 893, + "account_age_days": 895, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -7792,7 +7687,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2476, + "account_age_days": 2477, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -7856,7 +7751,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 388, + "account_age_days": 389, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -7920,7 +7815,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2584, + "account_age_days": 2586, "young_account": false, "follow_through_score": "weak", "breadth_score": "very high", @@ -7967,7 +7862,7 @@ }, { "author_login": "haosenwang1018", - "name": "Sense_wang", + "name": null, "profile_url": "https://github.com/haosenwang1018", "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahaosenwang1018", "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahaosenwang1018", @@ -7984,23 +7879,23 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 720, + "account_age_days": null, "young_account": false, - "follow_through_score": "weak", - "breadth_score": "very high", - "automation_risk_signal": "high", - "heuristic_note": "extremely high recent PR volume; very broad repo spread; high open PR share", + "follow_through_score": "n/a", + "breadth_score": "n/a", + "automation_risk_signal": "n/a", + "heuristic_note": "summary unavailable", "public_orgs": [], "activity": { - "visible_authored_pr_count": 1000, - "merged_pr_count": 132, - "closed_unmerged_pr_count": 392, - "open_pr_count": 544, - "merged_pr_rate": 0.132, - "closed_unmerged_pr_rate": 0.392, - "still_open_pr_rate": 0.476, - "distinct_repos_with_authored_prs": 349, - "distinct_repos_with_open_prs": 167 + "visible_authored_pr_count": null, + "merged_pr_count": null, + "closed_unmerged_pr_count": null, + "open_pr_count": null, + "merged_pr_rate": null, + "closed_unmerged_pr_rate": null, + "still_open_pr_rate": null, + "distinct_repos_with_authored_prs": null, + "distinct_repos_with_open_prs": null }, "examples": { "pull_requests": [ @@ -8027,7 +7922,7 @@ ], "issues": [] }, - "fetch_error": null + "fetch_error": "graphql request failed: 502 \r\n502 Bad Gateway\r\n\r\n

502 Bad Gateway

\r\n
nginx
\r\n\r\n\r\n" }, { "author_login": "he-yufeng", @@ -8048,21 +7943,21 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2863, + "account_age_days": 2865, "young_account": false, - "follow_through_score": "weak", + "follow_through_score": "mixed", "breadth_score": "very high", "automation_risk_signal": "medium", "heuristic_note": "extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos", "public_orgs": [], "activity": { "visible_authored_pr_count": 106, - "merged_pr_count": 37, + "merged_pr_count": 39, "closed_unmerged_pr_count": 16, - "open_pr_count": 53, - "merged_pr_rate": 0.3491, + "open_pr_count": 51, + "merged_pr_rate": 0.3679, "closed_unmerged_pr_rate": 0.1509, - "still_open_pr_rate": 0.5, + "still_open_pr_rate": 0.4811, "distinct_repos_with_authored_prs": 28, "distinct_repos_with_open_prs": 21 }, @@ -8093,6 +7988,70 @@ }, "fetch_error": null }, + { + "author_login": "hijingsong", + "name": null, + "profile_url": "https://github.com/hijingsong", + "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahijingsong", + "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahijingsong", + "repo_first_seen_at": "2026-04-11T16:23:48Z", + "repo_last_seen_at": "2026-04-11T19:40:19Z", + "repo_primary_artifact_count": 2, + "repo_artifact_count": 4, + "snapshot_issue_count": 0, + "snapshot_pr_count": 2, + "snapshot_comment_count": 2, + "snapshot_review_count": 0, + "snapshot_review_comment_count": 0, + "repo_association": "FIRST_TIME_CONTRIBUTOR", + "new_to_repo": true, + "first_seen_in_snapshot": true, + "report_reason": "first_seen_in_snapshot", + "account_age_days": 21, + "young_account": true, + "follow_through_score": "weak", + "breadth_score": "high", + "automation_risk_signal": "medium", + "heuristic_note": "very new account; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos", + "public_orgs": [], + "activity": { + "visible_authored_pr_count": 17, + "merged_pr_count": 0, + "closed_unmerged_pr_count": 2, + "open_pr_count": 15, + "merged_pr_rate": 0.0, + "closed_unmerged_pr_rate": 0.1176, + "still_open_pr_rate": 0.8824, + "distinct_repos_with_authored_prs": 13, + "distinct_repos_with_open_prs": 12 + }, + "examples": { + "pull_requests": [ + { + "kind": "pull_request", + "number": 45379, + "title": "fix(config): add deepstack_visual_indexes to Qwen3_5MoeVisionConfig", + "url": "https://github.com/huggingface/transformers/pull/45379", + "state": "open", + "merged": false, + "draft": false, + "created_at": "2026-04-11T19:40:19Z" + }, + { + "kind": "pull_request", + "number": 45378, + "title": "fix(mistral): guard ReasoningEffort import for older mistral_common versions", + "url": "https://github.com/huggingface/transformers/pull/45378", + "state": "open", + "merged": false, + "draft": false, + "created_at": "2026-04-11T18:26:14Z" + } + ], + "issues": [] + }, + "fetch_error": null + }, { "author_login": "jackcook", "name": "Jack Cook", @@ -8112,7 +8071,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 4651, + "account_age_days": 4653, "young_account": false, "follow_through_score": "mixed", "breadth_score": "low", @@ -8179,7 +8138,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 5832, + "account_age_days": 5834, "young_account": false, "follow_through_score": "mixed", "breadth_score": "low", @@ -8243,7 +8202,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1836, + "account_age_days": 1838, "young_account": false, "follow_through_score": "mixed", "breadth_score": "moderate", @@ -8307,7 +8266,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2220, + "account_age_days": 2221, "young_account": false, "follow_through_score": "weak", "breadth_score": "moderate", @@ -8373,7 +8332,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1626, + "account_age_days": 1628, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -8437,7 +8396,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - 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"account_age_days": 1496, + "account_age_days": 1498, "young_account": false, "follow_through_score": "weak", "breadth_score": "moderate", @@ -8951,7 +8910,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 308, + "account_age_days": 310, "young_account": true, "follow_through_score": "mixed", "breadth_score": "low", @@ -9015,7 +8974,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2109, + "account_age_days": 2111, "young_account": false, "follow_through_score": "weak", "breadth_score": "moderate", @@ -9079,7 +9038,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2402, + "account_age_days": 2404, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -9087,14 +9046,14 @@ "heuristic_note": "high open PR share; targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 3, - 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"account_age_days": 3359, + "account_age_days": 3361, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -9463,7 +9422,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3712, + "account_age_days": 3713, "young_account": false, "follow_through_score": "mixed", "breadth_score": "moderate", @@ -9528,26 +9487,26 @@ "snapshot_review_count": 0, "snapshot_review_comment_count": 0, "repo_association": "FIRST_TIME_CONTRIBUTOR", - "new_to_repo": true, - "first_seen_in_snapshot": true, - "report_reason": "first_seen_in_snapshot", - "account_age_days": 1553, + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 1555, "young_account": false, "follow_through_score": "weak", "breadth_score": "moderate", - "automation_risk_signal": "low", - "heuristic_note": "high open PR share; targets high-star repos", + "automation_risk_signal": "medium", + "heuristic_note": "many recent closed-unmerged PRs; high open PR share; targets high-star repos", "public_orgs": [], "activity": { "visible_authored_pr_count": 13, "merged_pr_count": 1, - 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"account_age_days": 1140, + "account_age_days": 1142, "young_account": false, "follow_through_score": "mixed", "breadth_score": "moderate", @@ -12032,7 +11981,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3272, + "account_age_days": 3273, "young_account": false, "follow_through_score": "strong", "breadth_score": "moderate", @@ -12043,13 +11992,13 @@ "leann-ai" ], "activity": { - "visible_authored_pr_count": 14, - "merged_pr_count": 12, + "visible_authored_pr_count": 13, + "merged_pr_count": 11, "closed_unmerged_pr_count": 1, "open_pr_count": 1, - "merged_pr_rate": 0.8571, - "closed_unmerged_pr_rate": 0.0714, - "still_open_pr_rate": 0.0714, + "merged_pr_rate": 0.8462, + "closed_unmerged_pr_rate": 0.0769, + "still_open_pr_rate": 0.0769, "distinct_repos_with_authored_prs": 4, "distinct_repos_with_open_prs": 1 }, @@ -12100,7 +12049,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 4003, + "account_age_days": 4005, "young_account": false, "follow_through_score": "strong", "breadth_score": "low", @@ -12110,13 +12059,13 @@ "eWaterCycle" ], "activity": { - 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"account_age_days": 4183, + "account_age_days": 4185, "young_account": false, "follow_through_score": "strong", "breadth_score": "very high", @@ -12364,7 +12313,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2013, + "account_age_days": 2015, "young_account": false, "follow_through_score": "mixed", "breadth_score": "low", @@ -12429,7 +12378,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1326, + "account_age_days": 1328, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -12494,7 +12443,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1362, + "account_age_days": 1364, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -12547,19 +12496,19 @@ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aflorian6973", "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aflorian6973", "repo_first_seen_at": "2026-04-07T23:31:43Z", - 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"account_age_days": 1541, + "account_age_days": 1543, "young_account": false, "follow_through_score": "strong", "breadth_score": "low", @@ -13013,10 +12962,10 @@ "snapshot_review_count": 0, "snapshot_review_comment_count": 0, "repo_association": "FIRST_TIME_CONTRIBUTOR", - "new_to_repo": true, - "first_seen_in_snapshot": true, - "report_reason": "first_seen_in_snapshot", - "account_age_days": 3700, + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 3701, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -13081,7 +13030,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 352, + "account_age_days": 354, "young_account": true, "follow_through_score": "weak", "breadth_score": "low", @@ -13146,7 +13095,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2841, + "account_age_days": 2843, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -13211,7 +13160,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - 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"account_age_days": 4261, + "account_age_days": 4263, "young_account": false, "follow_through_score": "mixed", "breadth_score": "low", @@ -13733,7 +13682,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 824, + "account_age_days": 825, "young_account": false, "follow_through_score": "strong", "breadth_score": "very high", @@ -13798,7 +13747,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 772, + "account_age_days": 774, "young_account": false, "follow_through_score": "mixed", "breadth_score": "moderate", @@ -13860,10 +13809,10 @@ "snapshot_review_count": 0, "snapshot_review_comment_count": 0, "repo_association": "CONTRIBUTOR", - "new_to_repo": true, - "first_seen_in_snapshot": true, - "report_reason": "first_seen_in_snapshot", - "account_age_days": 1424, + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 1426, "young_account": false, "follow_through_score": "strong", "breadth_score": "low", @@ -13928,7 +13877,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1999, + "account_age_days": 2001, "young_account": false, "follow_through_score": "weak", "breadth_score": "moderate", @@ -13993,7 +13942,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1881, + "account_age_days": 1882, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -14058,7 +14007,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1141, + "account_age_days": 1142, "young_account": false, "follow_through_score": "mixed", "breadth_score": "very high", @@ -14066,14 +14015,14 @@ "heuristic_note": "extremely high recent PR volume; very broad repo spread", "public_orgs": [], "activity": { - "visible_authored_pr_count": 381, - "merged_pr_count": 241, - "closed_unmerged_pr_count": 134, + "visible_authored_pr_count": 487, + "merged_pr_count": 346, + "closed_unmerged_pr_count": 135, "open_pr_count": 6, - "merged_pr_rate": 0.6325, - 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"account_age_days": 1329, + "account_age_days": 1331, "young_account": false, "follow_through_score": "weak", "breadth_score": "very high", @@ -14326,12 +14275,12 @@ "heuristic_note": "extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs", "public_orgs": [], "activity": { - "visible_authored_pr_count": 433, - "merged_pr_count": 64, + "visible_authored_pr_count": 434, + "merged_pr_count": 65, "closed_unmerged_pr_count": 369, "open_pr_count": 0, - "merged_pr_rate": 0.1478, - "closed_unmerged_pr_rate": 0.8522, + "merged_pr_rate": 0.1498, + "closed_unmerged_pr_rate": 0.8502, "still_open_pr_rate": 0.0, "distinct_repos_with_authored_prs": 412, "distinct_repos_with_open_prs": 0 @@ -14372,7 +14321,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 335, + "account_age_days": 337, "young_account": true, "follow_through_score": "mixed", "breadth_score": "high", @@ -14387,7 +14336,7 @@ "merged_pr_rate": 0.4839, "closed_unmerged_pr_rate": 0.3548, "still_open_pr_rate": 0.1613, - "distinct_repos_with_authored_prs": 16, + "distinct_repos_with_authored_prs": 15, "distinct_repos_with_open_prs": 5 }, "examples": { @@ -14426,23 +14375,23 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1346, + "account_age_days": 1347, "young_account": false, "follow_through_score": "weak", - "breadth_score": "high", + "breadth_score": "moderate", "automation_risk_signal": "low", - "heuristic_note": "broad repo spread; high open PR share", + "heuristic_note": "high open PR share", "public_orgs": [], "activity": { - "visible_authored_pr_count": 17, + "visible_authored_pr_count": 16, "merged_pr_count": 4, "closed_unmerged_pr_count": 1, - "open_pr_count": 12, - "merged_pr_rate": 0.2353, - "closed_unmerged_pr_rate": 0.0588, - "still_open_pr_rate": 0.7059, - "distinct_repos_with_authored_prs": 10, - "distinct_repos_with_open_prs": 8 + "open_pr_count": 11, + "merged_pr_rate": 0.25, + "closed_unmerged_pr_rate": 0.0625, + "still_open_pr_rate": 0.6875, + "distinct_repos_with_authored_prs": 9, + "distinct_repos_with_open_prs": 7 }, "examples": { "pull_requests": [ @@ -14480,7 +14429,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 878, + "account_age_days": 880, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -14534,7 +14483,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 952, + "account_age_days": 954, "young_account": false, "follow_through_score": "weak", "breadth_score": "moderate", @@ -14588,7 +14537,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 897, + "account_age_days": 899, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -14642,7 +14591,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1994, + "account_age_days": 1996, "young_account": false, "follow_through_score": "weak", "breadth_score": "very high", @@ -14696,7 +14645,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1579, + "account_age_days": 1580, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -14704,15 +14653,15 @@ "heuristic_note": "high open PR share; no visible non-self stars; targets high-star repos", "public_orgs": [], "activity": { - 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"account_age_days": 2630, + "account_age_days": 2632, "young_account": false, "follow_through_score": "strong", "breadth_score": "low", @@ -14869,13 +14818,13 @@ "heuristic_note": "high recent PR volume", "public_orgs": [], "activity": { - "visible_authored_pr_count": 30, - "merged_pr_count": 28, + "visible_authored_pr_count": 27, + "merged_pr_count": 25, "closed_unmerged_pr_count": 0, "open_pr_count": 2, - "merged_pr_rate": 0.9333, + "merged_pr_rate": 0.9259, "closed_unmerged_pr_rate": 0.0, - "still_open_pr_rate": 0.0667, + "still_open_pr_rate": 0.0741, "distinct_repos_with_authored_prs": 2, "distinct_repos_with_open_prs": 1 }, @@ -14887,9 +14836,63 @@ "title": "docs: Add NeMo Automodel community integration docs", "url": "https://github.com/huggingface/transformers/pull/44304", "state": "closed", - "merged": true, + "merged": true, + "draft": false, + "created_at": "2026-02-26T17:57:16Z" + } + ], + "issues": [] + }, + "fetch_error": null + }, + { + "author_login": "adityuhkapoor", + "name": "Aditya K", + "profile_url": "https://github.com/adityuhkapoor", + "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aadityuhkapoor", + "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aadityuhkapoor", + "repo_first_seen_at": "2026-02-18T06:35:09Z", + "repo_last_seen_at": "2026-02-18T06:35:09Z", + "repo_primary_artifact_count": 1, + "repo_artifact_count": 1, + "snapshot_issue_count": 0, + "snapshot_pr_count": 1, + "snapshot_comment_count": 0, + "snapshot_review_count": 0, + "snapshot_review_comment_count": 0, + "repo_association": "NONE", + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 2821, + "young_account": false, + "follow_through_score": "weak", + "breadth_score": "moderate", + "automation_risk_signal": "low", + "heuristic_note": "high open PR share; no visible non-self stars; targets high-star repos", + "public_orgs": [], + "activity": { + "visible_authored_pr_count": 6, + "merged_pr_count": 0, + "closed_unmerged_pr_count": 2, + "open_pr_count": 4, + "merged_pr_rate": 0.0, + "closed_unmerged_pr_rate": 0.3333, + "still_open_pr_rate": 0.6667, + "distinct_repos_with_authored_prs": 4, + "distinct_repos_with_open_prs": 2 + }, + "examples": { + "pull_requests": [ + { + "kind": "pull_request", + "number": 44122, + "title": "Add BnB 4-bit embedding quantization support", + "url": "https://github.com/huggingface/transformers/pull/44122", + "state": "closed", + "merged": false, "draft": false, - "created_at": "2026-02-26T17:57:16Z" + "created_at": "2026-02-18T06:35:09Z" } ], "issues": [] @@ -14897,13 +14900,13 @@ "fetch_error": null }, { - "author_login": "adityuhkapoor", - "name": "Aditya K", - "profile_url": "https://github.com/adityuhkapoor", - "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aadityuhkapoor", - "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aadityuhkapoor", - "repo_first_seen_at": "2026-02-18T06:35:09Z", - "repo_last_seen_at": "2026-02-18T06:35:09Z", + "author_login": "Aftabbs", + "name": "Aftab", + "profile_url": "https://github.com/Aftabbs", + "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAftabbs", + "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAftabbs", + "repo_first_seen_at": "2026-04-12T08:48:26Z", + "repo_last_seen_at": "2026-04-12T08:48:26Z", "repo_primary_artifact_count": 1, "repo_artifact_count": 1, "snapshot_issue_count": 0, @@ -14911,39 +14914,39 @@ "snapshot_comment_count": 0, "snapshot_review_count": 0, "snapshot_review_comment_count": 0, - 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"number": 44122, - "title": "Add BnB 4-bit embedding quantization support", - "url": "https://github.com/huggingface/transformers/pull/44122", - "state": "closed", + "number": 45383, + "title": "fix(processing): guard message content access in apply_chat_template", + "url": "https://github.com/huggingface/transformers/pull/45383", + "state": "open", "merged": false, "draft": false, - "created_at": "2026-02-18T06:35:09Z" + "created_at": "2026-04-12T08:48:26Z" } ], "issues": [] @@ -14966,10 +14969,10 @@ "snapshot_review_count": 0, "snapshot_review_comment_count": 0, "repo_association": "NONE", - "new_to_repo": true, - "first_seen_in_snapshot": true, - "report_reason": "first_seen_in_snapshot", - "account_age_days": 10, + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 12, "young_account": true, "follow_through_score": "weak", "breadth_score": "low", @@ -15023,22 +15026,22 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 555, + "account_age_days": 556, "young_account": false, - "follow_through_score": "strong", + "follow_through_score": "mixed", "breadth_score": "moderate", "automation_risk_signal": "low", "heuristic_note": "targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 7, - "merged_pr_count": 5, + "visible_authored_pr_count": 6, + "merged_pr_count": 4, "closed_unmerged_pr_count": 0, "open_pr_count": 2, - "merged_pr_rate": 0.7143, + "merged_pr_rate": 0.6667, "closed_unmerged_pr_rate": 0.0, - "still_open_pr_rate": 0.2857, - "distinct_repos_with_authored_prs": 7, + "still_open_pr_rate": 0.3333, + "distinct_repos_with_authored_prs": 6, "distinct_repos_with_open_prs": 2 }, "examples": { @@ -15077,7 +15080,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3680, + "account_age_days": 3682, "young_account": false, "follow_through_score": "weak", "breadth_score": "high", @@ -15096,11 +15099,11 @@ "activity": { "visible_authored_pr_count": 19, "merged_pr_count": 6, - 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"account_age_days": 868, + "account_age_days": 870, "young_account": false, "follow_through_score": "mixed", "breadth_score": "low", @@ -15358,7 +15361,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 587, + "account_age_days": 589, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -15412,7 +15415,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2594, + "account_age_days": 2596, "young_account": false, "follow_through_score": "n/a", "breadth_score": "low", @@ -15466,7 +15469,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 5532, + "account_age_days": 5534, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -15520,7 +15523,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2969, + "account_age_days": 2970, "young_account": false, "follow_through_score": "strong", "breadth_score": "moderate", @@ -15574,10 +15577,10 @@ "snapshot_review_count": 0, "snapshot_review_comment_count": 0, "repo_association": "CONTRIBUTOR", - "new_to_repo": true, - "first_seen_in_snapshot": true, - "report_reason": "first_seen_in_snapshot", - "account_age_days": 4991, + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 4993, "young_account": false, "follow_through_score": "mixed", "breadth_score": "moderate", @@ -15633,7 +15636,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 143, + "account_age_days": 144, "young_account": true, "follow_through_score": "mixed", "breadth_score": "moderate", @@ -15684,10 +15687,10 @@ "snapshot_review_count": 0, "snapshot_review_comment_count": 0, "repo_association": "NONE", - "new_to_repo": true, - "first_seen_in_snapshot": true, - "report_reason": "first_seen_in_snapshot", - "account_age_days": 2290, + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 2292, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -15741,7 +15744,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3274, + "account_age_days": 3276, "young_account": false, "follow_through_score": "weak", "breadth_score": "moderate", @@ -15795,7 +15798,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 826, + "account_age_days": 827, "young_account": false, "follow_through_score": "mixed", "breadth_score": "moderate", @@ -15803,15 +15806,15 @@ "heuristic_note": "no visible non-self stars", "public_orgs": [], "activity": { - "visible_authored_pr_count": 17, + "visible_authored_pr_count": 14, "merged_pr_count": 9, "closed_unmerged_pr_count": 2, - "open_pr_count": 6, - "merged_pr_rate": 0.5294, - "closed_unmerged_pr_rate": 0.1176, - "still_open_pr_rate": 0.3529, - "distinct_repos_with_authored_prs": 9, - "distinct_repos_with_open_prs": 5 + "open_pr_count": 3, + "merged_pr_rate": 0.6429, + "closed_unmerged_pr_rate": 0.1429, + "still_open_pr_rate": 0.2143, + "distinct_repos_with_authored_prs": 7, + "distinct_repos_with_open_prs": 3 }, "examples": { "pull_requests": [ @@ -15849,7 +15852,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1719, + "account_age_days": 1721, "young_account": false, "follow_through_score": "strong", "breadth_score": "low", @@ -15903,7 +15906,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2171, + "account_age_days": 2173, "young_account": false, "follow_through_score": "mixed", "breadth_score": "moderate", @@ -15911,15 +15914,15 @@ "heuristic_note": "high recent PR volume", "public_orgs": [], "activity": { - "visible_authored_pr_count": 39, - "merged_pr_count": 21, - "closed_unmerged_pr_count": 4, - "open_pr_count": 14, - "merged_pr_rate": 0.5385, - "closed_unmerged_pr_rate": 0.1026, - "still_open_pr_rate": 0.359, - "distinct_repos_with_authored_prs": 7, - "distinct_repos_with_open_prs": 6 + "visible_authored_pr_count": 43, + "merged_pr_count": 24, + "closed_unmerged_pr_count": 9, + "open_pr_count": 10, + "merged_pr_rate": 0.5581, + "closed_unmerged_pr_rate": 0.2093, + "still_open_pr_rate": 0.2326, + "distinct_repos_with_authored_prs": 8, + "distinct_repos_with_open_prs": 7 }, "examples": { "pull_requests": [ @@ -15957,7 +15960,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - 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"account_age_days": 4417, + "account_age_days": 4419, "young_account": false, "follow_through_score": "weak", "breadth_score": "very high", @@ -17369,15 +17480,15 @@ "heuristic_note": "extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 869, - "merged_pr_count": 102, - "closed_unmerged_pr_count": 672, - "open_pr_count": 95, - "merged_pr_rate": 0.1174, - "closed_unmerged_pr_rate": 0.7733, - "still_open_pr_rate": 0.1093, + "visible_authored_pr_count": 866, + "merged_pr_count": 99, + "closed_unmerged_pr_count": 673, + "open_pr_count": 94, + "merged_pr_rate": 0.1143, + "closed_unmerged_pr_rate": 0.7771, + "still_open_pr_rate": 0.1085, "distinct_repos_with_authored_prs": 76, - "distinct_repos_with_open_prs": 14 + "distinct_repos_with_open_prs": 13 }, "examples": { "pull_requests": [ @@ -17415,7 +17526,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - 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"state": "open", + "state": "closed", "merged": false, "draft": false, "created_at": "2026-04-11T06:22:52Z" @@ -17739,7 +17850,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2001, + "account_age_days": 2003, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -17797,7 +17908,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1641, + "account_age_days": 1642, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -17805,15 +17916,15 @@ "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 12, + "visible_authored_pr_count": 11, "merged_pr_count": 2, "closed_unmerged_pr_count": 6, - "open_pr_count": 4, - "merged_pr_rate": 0.1667, - "closed_unmerged_pr_rate": 0.5, - "still_open_pr_rate": 0.3333, + "open_pr_count": 3, + "merged_pr_rate": 0.1818, + "closed_unmerged_pr_rate": 0.5455, + "still_open_pr_rate": 0.2727, "distinct_repos_with_authored_prs": 3, - 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"follow_through_score": "strong", + "follow_through_score": "mixed", "breadth_score": "low", "automation_risk_signal": "low", - "heuristic_note": "targets high-star repos", + "heuristic_note": "high open PR share; targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 1, + "visible_authored_pr_count": 2, "merged_pr_count": 1, "closed_unmerged_pr_count": 0, - "open_pr_count": 0, - "merged_pr_rate": 1.0, + "open_pr_count": 1, + "merged_pr_rate": 0.5, "closed_unmerged_pr_rate": 0.0, - "still_open_pr_rate": 0.0, - "distinct_repos_with_authored_prs": 1, - "distinct_repos_with_open_prs": 0 + "still_open_pr_rate": 0.5, + "distinct_repos_with_authored_prs": 2, + "distinct_repos_with_open_prs": 1 }, "examples": { "pull_requests": [ @@ -18445,7 +18556,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3593, + "account_age_days": 3595, "young_account": false, "follow_through_score": "weak", "breadth_score": "moderate", @@ -18555,7 +18666,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - 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"heuristic_note": "targets high-star repos", + "heuristic_note": "high open PR share; targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 12, - "merged_pr_count": 4, - "closed_unmerged_pr_count": 4, + "visible_authored_pr_count": 9, + "merged_pr_count": 3, + "closed_unmerged_pr_count": 2, "open_pr_count": 4, "merged_pr_rate": 0.3333, - "closed_unmerged_pr_rate": 0.3333, - "still_open_pr_rate": 0.3333, + "closed_unmerged_pr_rate": 0.2222, + "still_open_pr_rate": 0.4444, "distinct_repos_with_authored_prs": 4, "distinct_repos_with_open_prs": 2 }, @@ -19094,10 +19205,10 @@ "snapshot_review_count": 0, "snapshot_review_comment_count": 0, "repo_association": "NONE", - "new_to_repo": true, - "first_seen_in_snapshot": true, - "report_reason": "first_seen_in_snapshot", - "account_age_days": 520, + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 522, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -19151,23 +19262,23 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - 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"account_age_days": 2053, + "account_age_days": 2055, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -19949,19 +20060,19 @@ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amarvinzh", "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amarvinzh", "repo_first_seen_at": "2026-04-07T06:49:34Z", - "repo_last_seen_at": "2026-04-09T15:25:12Z", + "repo_last_seen_at": "2026-04-13T03:56:15Z", "repo_primary_artifact_count": 1, - "repo_artifact_count": 8, + "repo_artifact_count": 10, "snapshot_issue_count": 0, "snapshot_pr_count": 1, "snapshot_comment_count": 1, - "snapshot_review_count": 3, - "snapshot_review_comment_count": 3, + "snapshot_review_count": 4, + "snapshot_review_comment_count": 4, "repo_association": "FIRST_TIME_CONTRIBUTOR", "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 4423, + "account_age_days": 4425, "young_account": false, "follow_through_score": "n/a", "breadth_score": "low", @@ -20015,7 +20126,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3310, + "account_age_days": 3311, "young_account": false, "follow_through_score": "mixed", "breadth_score": "low", @@ -20071,7 +20182,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3191, + "account_age_days": 3193, "young_account": false, "follow_through_score": "mixed", "breadth_score": "low", @@ -20128,7 +20239,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3196, + "account_age_days": 3198, "young_account": false, "follow_through_score": "weak", "breadth_score": "very high", @@ -20136,15 +20247,15 @@ "heuristic_note": "extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 113, - "merged_pr_count": 35, - "closed_unmerged_pr_count": 27, - "open_pr_count": 51, - "merged_pr_rate": 0.3097, - "closed_unmerged_pr_rate": 0.2389, - "still_open_pr_rate": 0.4513, - 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"new_to_repo": true, - "first_seen_in_snapshot": true, - "report_reason": "first_seen_in_snapshot", - "account_age_days": 1146, + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 1148, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -20344,7 +20455,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1368, + "account_age_days": 1370, "young_account": false, "follow_through_score": "mixed", "breadth_score": "very high", @@ -20395,10 +20506,10 @@ "snapshot_review_count": 0, "snapshot_review_comment_count": 0, "repo_association": "FIRST_TIME_CONTRIBUTOR", - "new_to_repo": true, - "first_seen_in_snapshot": true, - "report_reason": "first_seen_in_snapshot", - "account_age_days": 4327, + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 4328, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -20456,7 +20567,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2822, + "account_age_days": 2823, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -20510,7 +20621,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3740, + "account_age_days": 3742, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -20564,7 +20675,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2356, + "account_age_days": 2358, "young_account": false, "follow_through_score": "weak", "breadth_score": "moderate", @@ -20618,7 +20729,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2332, + "account_age_days": 2334, "young_account": false, "follow_through_score": "mixed", "breadth_score": "low", @@ -20672,7 +20783,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2954, + "account_age_days": 2956, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -20726,7 +20837,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3175, + "account_age_days": 3177, "young_account": false, "follow_through_score": "strong", "breadth_score": "moderate", @@ -20782,7 +20893,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 4205, + "account_age_days": 4207, "young_account": false, "follow_through_score": "strong", "breadth_score": "low", @@ -20838,7 +20949,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2142, + "account_age_days": 2144, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -20892,7 +21003,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 4090, + "account_age_days": 4092, "young_account": false, "follow_through_score": "strong", "breadth_score": "low", @@ -20946,7 +21057,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 2220, + "account_age_days": 2222, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -21000,7 +21111,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 4012, + "account_age_days": 4013, "young_account": false, "follow_through_score": "strong", "breadth_score": "low", @@ -21054,7 +21165,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 514, + "account_age_days": 515, "young_account": false, "follow_through_score": "mixed", "breadth_score": "low", @@ -21108,23 +21219,23 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 155, + "account_age_days": 157, "young_account": true, "follow_through_score": "weak", "breadth_score": "very high", "automation_risk_signal": "high", - "heuristic_note": "young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos", + "heuristic_note": "young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos", "public_orgs": [], "activity": { - 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"first_seen_in_snapshot": true, - "report_reason": "first_seen_in_snapshot", - "account_age_days": 631, + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 632, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -21267,10 +21378,10 @@ "snapshot_review_count": 0, "snapshot_review_comment_count": 0, "repo_association": "NONE", - "new_to_repo": true, - "first_seen_in_snapshot": true, - "report_reason": "first_seen_in_snapshot", - "account_age_days": 276, + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 278, "young_account": true, "follow_through_score": "n/a", "breadth_score": "low", @@ -21324,7 +21435,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1540, + "account_age_days": 1542, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -21378,7 +21489,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 5242, + "account_age_days": 5244, "young_account": false, "follow_through_score": "weak", "breadth_score": "moderate", @@ -21432,7 +21543,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1991, + "account_age_days": 1993, "young_account": false, "follow_through_score": "weak", "breadth_score": "high", @@ -21486,7 +21597,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 862, + "account_age_days": 864, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -21540,7 +21651,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 73, + "account_age_days": 74, "young_account": true, "follow_through_score": "weak", "breadth_score": "low", @@ -21594,7 +21705,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 4770, + "account_age_days": 4772, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -21648,7 +21759,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3037, + "account_age_days": 3039, "young_account": false, "follow_through_score": "mixed", "breadth_score": "moderate", @@ -21702,7 +21813,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 345, + "account_age_days": 346, "young_account": true, "follow_through_score": "weak", "breadth_score": "low", @@ -21756,22 +21867,22 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 3701, + "account_age_days": 3703, "young_account": false, "follow_through_score": "mixed", "breadth_score": "moderate", "automation_risk_signal": "low", - "heuristic_note": "\u2014", + "heuristic_note": "high open PR share", "public_orgs": [], "activity": { - "visible_authored_pr_count": 6, - "merged_pr_count": 3, + "visible_authored_pr_count": 5, + "merged_pr_count": 2, "closed_unmerged_pr_count": 1, "open_pr_count": 2, - "merged_pr_rate": 0.5, - "closed_unmerged_pr_rate": 0.1667, - "still_open_pr_rate": 0.3333, - 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"account_age_days": 2155, + "account_age_days": 2157, "young_account": false, "follow_through_score": "mixed", "breadth_score": "moderate", @@ -22026,7 +22137,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1316, + "account_age_days": 1318, "young_account": false, "follow_through_score": "mixed", "breadth_score": "low", @@ -22054,7 +22165,61 @@ "state": "closed", "merged": false, "draft": false, - "created_at": "2026-03-14T23:57:14Z" + "created_at": "2026-03-14T23:57:14Z" + } + ], + "issues": [] + }, + "fetch_error": null + }, + { + "author_login": "ruben-aghayan", + "name": null, + "profile_url": "https://github.com/ruben-aghayan", + "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aruben-aghayan", + "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aruben-aghayan", + "repo_first_seen_at": "2026-04-13T03:57:04Z", + "repo_last_seen_at": "2026-04-13T06:06:35Z", + "repo_primary_artifact_count": 1, + "repo_artifact_count": 2, + "snapshot_issue_count": 0, + "snapshot_pr_count": 1, + "snapshot_comment_count": 1, + "snapshot_review_count": 0, + "snapshot_review_comment_count": 0, + "repo_association": "FIRST_TIME_CONTRIBUTOR", + "new_to_repo": true, + "first_seen_in_snapshot": true, + "report_reason": "first_seen_in_snapshot", + "account_age_days": 3212, + "young_account": false, + "follow_through_score": "weak", + "breadth_score": "low", + "automation_risk_signal": "low", + "heuristic_note": "high open PR share; targets high-star repos", + "public_orgs": [], + "activity": { + "visible_authored_pr_count": 1, + "merged_pr_count": 0, + "closed_unmerged_pr_count": 0, + "open_pr_count": 1, + "merged_pr_rate": 0.0, + "closed_unmerged_pr_rate": 0.0, + "still_open_pr_rate": 1.0, + "distinct_repos_with_authored_prs": 1, + "distinct_repos_with_open_prs": 1 + }, + "examples": { + "pull_requests": [ + { + "kind": "pull_request", + "number": 45389, + "title": "Require input_ids for repetition penalty", + "url": "https://github.com/huggingface/transformers/pull/45389", + "state": "open", + "merged": false, + "draft": false, + "created_at": "2026-04-13T03:57:04Z" } ], "issues": [] @@ -22080,7 +22245,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 5021, + "account_age_days": 5023, "young_account": false, "follow_through_score": "weak", "breadth_score": "moderate", @@ -22134,7 +22299,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 587, + "account_age_days": 588, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -22142,13 +22307,13 @@ "heuristic_note": "high open PR share; targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 4, - "merged_pr_count": 1, + "visible_authored_pr_count": 3, + "merged_pr_count": 0, "closed_unmerged_pr_count": 0, "open_pr_count": 3, - "merged_pr_rate": 0.25, + "merged_pr_rate": 0.0, "closed_unmerged_pr_rate": 0.0, - "still_open_pr_rate": 0.75, + "still_open_pr_rate": 1.0, "distinct_repos_with_authored_prs": 3, "distinct_repos_with_open_prs": 3 }, @@ -22188,7 +22353,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1871, + "account_age_days": 1873, "young_account": false, "follow_through_score": "weak", "breadth_score": "moderate", @@ -22242,7 +22407,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 1790, + "account_age_days": 1792, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -22295,26 +22460,26 @@ "snapshot_review_count": 0, "snapshot_review_comment_count": 0, "repo_association": "NONE", - "new_to_repo": true, - "first_seen_in_snapshot": true, - "report_reason": "first_seen_in_snapshot", - "account_age_days": 1236, + "new_to_repo": false, + "first_seen_in_snapshot": false, + "report_reason": null, + "account_age_days": 1237, "young_account": false, "follow_through_score": "mixed", "breadth_score": "high", "automation_risk_signal": "low", - "heuristic_note": "broad repo spread; many recent closed-unmerged PRs; targets high-star repos", + "heuristic_note": "broad repo spread; targets high-star repos", "public_orgs": [], "activity": { - "visible_authored_pr_count": 15, - "merged_pr_count": 6, - "closed_unmerged_pr_count": 7, - "open_pr_count": 2, - "merged_pr_rate": 0.4, - "closed_unmerged_pr_rate": 0.4667, - "still_open_pr_rate": 0.1333, - "distinct_repos_with_authored_prs": 12, - "distinct_repos_with_open_prs": 2 + "visible_authored_pr_count": 23, + "merged_pr_count": 9, + "closed_unmerged_pr_count": 8, + "open_pr_count": 6, + "merged_pr_rate": 0.3913, + "closed_unmerged_pr_rate": 0.3478, + "still_open_pr_rate": 0.2609, + "distinct_repos_with_authored_prs": 16, + "distinct_repos_with_open_prs": 4 }, "examples": { "pull_requests": [ @@ -22352,7 +22517,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 52, + "account_age_days": 54, "young_account": true, "follow_through_score": "weak", "breadth_score": "high", @@ -22406,7 +22571,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 821, + "account_age_days": 823, "young_account": false, "follow_through_score": "weak", "breadth_score": "low", @@ -22460,7 +22625,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - "account_age_days": 32, + "account_age_days": 34, "young_account": true, "follow_through_score": "weak", "breadth_score": "low", @@ -22514,7 +22679,7 @@ "new_to_repo": false, "first_seen_in_snapshot": false, "report_reason": null, - 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