Refresh transformers dataset snapshot 20260516T000042Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asbucaille",
       "repo_first_seen_at": "2025-03-21T09:38:40Z",
-      "repo_last_seen_at": "2026-05-13T15:16:59Z",
+      "repo_last_seen_at": "2026-05-15T18:04:26Z",
       "repo_primary_artifact_count": 8,
-      "repo_artifact_count": 339,
+      "repo_artifact_count": 340,
       "snapshot_issue_count": 4,
       "snapshot_pr_count": 4,
-      "snapshot_comment_count": 12,
+      "snapshot_comment_count": 13,
       "snapshot_review_count": 159,
       "snapshot_review_comment_count": 160,
       "repo_association": "CONTRIBUTOR",
@@ -9744,8 +9754,8 @@
             "number": 45946,
             "title": "RFDetr - use correct Roboflow org for release",
             "url": "https://github.com/huggingface/transformers/pull/45946",
-            "state": "open",
-            "merged": false,
+            "state": "closed",
+            "merged": true,
             "draft": false,
             "created_at": "2026-05-13T15:16:59Z"
           },
@@ -10036,83 +10046,6 @@
       },
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     },
-    {
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-      "name": null,
-      "profile_url": "https://github.com/githubnemo",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agithubnemo",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agithubnemo",
-      "repo_first_seen_at": "2026-01-26T11:34:05Z",
-      "repo_last_seen_at": "2026-04-09T15:30:30Z",
-      "repo_primary_artifact_count": 3,
-      "repo_artifact_count": 9,
-      "snapshot_issue_count": 0,
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-      "snapshot_comment_count": 3,
-      "snapshot_review_count": 1,
-      "snapshot_review_comment_count": 2,
-      "repo_association": "MEMBER",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 5827,
-      "young_account": false,
-      "follow_through_score": "strong",
-      "breadth_score": "moderate",
-      "automation_risk_signal": "low",
-      "heuristic_note": "targets high-star repos",
-      "public_orgs": [],
-      "activity": {
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-        "merged_pr_count": 9,
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-        "distinct_repos_with_authored_prs": 4,
-        "distinct_repos_with_open_prs": 1
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-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 44772,
-            "title": "bitsandbytes: Update links and docs",
-            "url": "https://github.com/huggingface/transformers/pull/44772",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-03-16T18:46:13Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 43681,
-            "title": "Fix T5 v1.1 detection",
-            "url": "https://github.com/huggingface/transformers/pull/43681",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-02-02T13:12:00Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 43494,
-            "title": "Fix loading of Qwen3 FP8",
-            "url": "https://github.com/huggingface/transformers/pull/43494",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-01-26T11:34:05Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "khushali9",
       "name": "Khushali Desai",
@@ -13793,12 +13726,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ATokarak",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ATokarak",
       "repo_first_seen_at": "2026-04-19T17:22:36Z",
-      "repo_last_seen_at": "2026-04-20T19:54:57Z",
+      "repo_last_seen_at": "2026-05-15T22:41:13Z",
       "repo_primary_artifact_count": 2,
-      "repo_artifact_count": 7,
+      "repo_artifact_count": 8,
       "snapshot_issue_count": 1,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 5,
+      "snapshot_comment_count": 6,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "CONTRIBUTOR",
@@ -15326,7 +15259,7 @@
       "repo_association": "CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
+      "known_via_prior_merged_pr": true,
       "report_reason": null,
       "enrichment_source": "previous_report",
       "live_refetch_skipped": true,
@@ -15372,12 +15305,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArkaD171717",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArkaD171717",
       "repo_first_seen_at": "2026-05-02T09:31:22Z",
-      "repo_last_seen_at": "2026-05-13T17:21:01Z",
+      "repo_last_seen_at": "2026-05-15T19:57:27Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 5,
+      "repo_artifact_count": 6,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 4,
+      "snapshot_comment_count": 5,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260515T180026Z`
-- Generated: `2026-05-15T18:01:58Z`
+- Snapshot: `20260516T000042Z`
+- Generated: `2026-05-16T00:01:22Z`
 - Activity window: `60d`
-- Contributors: `351`
+- Contributors: `350`
 
 ## Summary
 
@@ -37,7 +37,6 @@
 | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 15 | 0 | strong | moderate | low | targets high-star repos |
 | `Sai-Suraj-27` | [profile](https://github.com/Sai-Suraj-27) | no | CONTRIBUTOR | 1745d | `2026-01-23T17:10:04Z` | 14 | 0 | strong | low | low | targets high-star repos |
 | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 13 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `LincolnBurrows2017` | [profile](https://github.com/LincolnBurrows2017) | no | FIRST_TIME_CONTRIBUTOR | 3349d | `2026-03-13T04:48:06Z` | 13 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `winglian` | [profile](https://github.com/winglian) | no | COLLABORATOR | 5708d | `2024-10-17T15:17:05Z` | 9 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `casinca` | [profile](https://github.com/casinca) | no | CONTRIBUTOR | 2626d | `2025-12-10T12:31:18Z` | 8 | 2 | strong | moderate | low | targets high-star repos |
 | `jashshah999` | [profile](https://github.com/jashshah999) | no | CONTRIBUTOR | 2570d | `2026-02-25T22:23:20Z` | 8 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
@@ -64,6 +63,7 @@
 | `TheShreyanshiDwivedi` | [profile](https://github.com/TheShreyanshiDwivedi) | no | NONE | 87d | `2026-05-15T10:01:57Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 3 | 2 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3073d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | CONTRIBUTOR | 1230d | `2026-03-27T02:44:21Z` | 3 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 3 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `NielsRogge` | [profile](https://github.com/NielsRogge) | no | MEMBER | 2598d | `2022-02-21T10:02:38Z` | 15 | 3 | mixed | moderate | low | high recent PR volume |
@@ -103,7 +103,6 @@
 | `GitGlimpse895` | [profile](https://github.com/GitGlimpse895) | no | NONE | 5d | `2026-04-12T10:14:58Z` | 2 | 0 | weak | moderate | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `guoyangzhen` | [profile](https://github.com/guoyangzhen) | no | NONE | 2589d | `2026-03-20T13:03:54Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `hijingsong` | [profile](https://github.com/hijingsong) | no | FIRST_TIME_CONTRIBUTOR | 24d | `2026-04-11T16:23:48Z` | 2 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
-| `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `jonghwanhyeon` | [profile](https://github.com/jonghwanhyeon) | no | CONTRIBUTOR | 5135d | `2026-04-21T11:42:03Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `kallewoof` | [profile](https://github.com/kallewoof) | no | CONTRIBUTOR | 5838d | `2026-03-24T23:50:07Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Kash6` | [profile](https://github.com/Kash6) | no | CONTRIBUTOR | 2226d | `2026-04-01T18:07:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -131,12 +130,12 @@
 | `voodoovampire` | [profile](https://github.com/voodoovampire) | no | FIRST_TIME_CONTRIBUTOR | 512d | `2026-04-25T19:30:01Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3697d | `2025-08-10T08:43:09Z` | 25 | 0 | mixed | moderate | low | extremely high recent PR volume |
 | `omkar-334` | [profile](https://github.com/omkar-334) | no | CONTRIBUTOR | 2888d | `2025-12-12T17:57:18Z` | 15 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
+| `LincolnBurrows2017` | [profile](https://github.com/LincolnBurrows2017) | no | FIRST_TIME_CONTRIBUTOR | 3349d | `2026-03-13T04:48:06Z` | 13 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `CodersAcademy006` | [profile](https://github.com/CodersAcademy006) | no | CONTRIBUTOR | 1448d | `2025-10-15T09:44:53Z` | 6 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `sbucaille` | [profile](https://github.com/sbucaille) | no | CONTRIBUTOR | 3451d | `2025-03-21T09:38:40Z` | 4 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 977d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
 | `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2804d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — |
-| `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5827d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos |
 | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `bzantium` | [profile](https://github.com/bzantium) | no | CONTRIBUTOR | 3641d | `2025-09-24T07:07:47Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
 | `thisisiron` | [profile](https://github.com/thisisiron) | no | CONTRIBUTOR | 3447d | `2025-08-20T15:17:54Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -566,12 +565,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
 - repo first seen: `2025-08-26T12:13:50Z`
-- repo last seen: `2026-05-15T17:40:05Z`
+- repo last seen: `2026-05-15T18:05:43Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **44**
 - snapshot authored PRs/issues: **43 PRs / 1 issues**
-- snapshot discussion activity: **533 comments / 946 reviews / 4082 review comments**
+- snapshot discussion activity: **534 comments / 946 reviews / 4082 review comments**
 - account age: **1991 days**
 - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
 - public orgs: none visible
@@ -662,12 +661,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ayonigozlan)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ayonigozlan)
 - repo first seen: `2025-10-03T15:26:01Z`
-- repo last seen: `2026-05-15T15:44:31Z`
+- repo last seen: `2026-05-15T20:09:12Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **29**
 - snapshot authored PRs/issues: **29 PRs / 0 issues**
-- snapshot discussion activity: **60 comments / 191 reviews / 371 review comments**
+- snapshot discussion activity: **60 comments / 193 reviews / 379 review comments**
 - account age: **1978 days**
 - recent public PR activity: **15 PRs** (11 merged / 0 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
 - public orgs: `huggingface`
@@ -676,7 +675,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #45996: [Weight converter] Account for base model prefix in scoped weight conversion](https://github.com/huggingface/transformers/pull/45996) — open
-- [PR #45922: 🚨Fix memory leaks caused by lru decorators in vision models](https://github.com/huggingface/transformers/pull/45922) — open
+- [PR #45922: 🚨Fix memory leaks caused by lru decorators in vision models](https://github.com/huggingface/transformers/pull/45922) — closed, merged
 - [PR #45828: [Weight converter] Revert unnecessary changes to `rename_source_key`](https://github.com/huggingface/transformers/pull/45828) — closed, merged
 
 ### `remi-or`
@@ -1040,29 +1039,6 @@ Example artifacts:
 - [PR #45408: MoE expert parallelism + sequence parallelism](https://github.com/huggingface/transformers/pull/45408) — closed, merged
 - [PR #45028: FSDP + TP & native save/load distributed](https://github.com/huggingface/transformers/pull/45028) — open
 
-### `LincolnBurrows2017`
-
-- profile: [github.com/LincolnBurrows2017](https://github.com/LincolnBurrows2017)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALincolnBurrows2017)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALincolnBurrows2017)
-- repo first seen: `2026-03-13T04:48:06Z`
-- repo last seen: `2026-03-18T05:47:03Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **13**
-- snapshot authored PRs/issues: **13 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3349 days**
-- recent public PR activity: **134 PRs** (12 merged / 46 closed-unmerged / 76 open; merged rate **9%**, closed-unmerged rate **34%**, open rate **57%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44809: fix: replace bare except with Exception in Fuyu image processing](https://github.com/huggingface/transformers/pull/44809) — closed
-- [PR #44778: fix: correct logic error in is_tiktoken_available function](https://github.com/huggingface/transformers/pull/44778) — closed
-- [PR #44769: Fix: Handle empty lists in video_utils functions](https://github.com/huggingface/transformers/pull/44769) — closed
-
 ### `winglian`
 
 - profile: [github.com/winglian](https://github.com/winglian)
@@ -1324,12 +1300,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AXciD)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AXciD)
 - repo first seen: `2026-05-14T05:53:53Z`
-- repo last seen: `2026-05-14T07:21:17Z`
+- repo last seen: `2026-05-15T19:11:01Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **9 comments / 2 reviews / 0 review comments**
+- snapshot discussion activity: **9 comments / 3 reviews / 0 review comments**
 - account age: **4481 days**
 - recent public PR activity: **125 PRs** (95 merged / 23 closed-unmerged / 7 open; merged rate **76%**, closed-unmerged rate **18%**, open rate **6%**)
 - public orgs: `huggingface`
@@ -1669,6 +1645,29 @@ Example artifacts:
 - [PR #45136: Fix #45127: Auto-fix diverged tie_word_embeddings config on save to prevent silent weight corruption](https://github.com/huggingface/transformers/pull/45136) — closed
 - [PR #45135: Fix model saving corruption for dynamically untied embeddings](https://github.com/huggingface/transformers/pull/45135) — closed
 
+### `joaquinhuigomez`
+
+- profile: [github.com/joaquinhuigomez](https://github.com/joaquinhuigomez)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajoaquinhuigomez)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajoaquinhuigomez)
+- repo first seen: `2026-03-28T12:13:57Z`
+- repo last seen: `2026-05-15T21:06:56Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **1082 days**
+- recent public PR activity: **139 PRs** (24 merged / 63 closed-unmerged / 52 open; merged rate **17%**, closed-unmerged rate **45%**, open rate **37%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #45997: cache: store StaticLayer.cumulative_length as a 0-dim scalar tensor](https://github.com/huggingface/transformers/pull/45997) — open
+- [PR #45582: generate: drop stale num_return_sequences warning on continuous batching path](https://github.com/huggingface/transformers/pull/45582) — closed, merged
+- [PR #45080: Fix PreTrainedConfig as Pydantic field type after dataclass conversion](https://github.com/huggingface/transformers/pull/45080) — closed
+
 ### `Lidang-Jiang`
 
 - profile: [github.com/Lidang-Jiang](https://github.com/Lidang-Jiang)
@@ -2561,28 +2560,6 @@ Example artifacts:
 - [PR #45379: fix(config): add deepstack_visual_indexes to Qwen3_5MoeVisionConfig](https://github.com/huggingface/transformers/pull/45379) — open
 - [PR #45378: fix(mistral): guard ReasoningEffort import for older mistral_common versions](https://github.com/huggingface/transformers/pull/45378) — open
 
-### `joaquinhuigomez`
-
-- profile: [github.com/joaquinhuigomez](https://github.com/joaquinhuigomez)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajoaquinhuigomez)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajoaquinhuigomez)
-- repo first seen: `2026-03-28T12:13:57Z`
-- repo last seen: `2026-04-22T15:51:03Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **1082 days**
-- recent public PR activity: **139 PRs** (24 merged / 63 closed-unmerged / 52 open; merged rate **17%**, closed-unmerged rate **45%**, open rate **37%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #45582: generate: drop stale num_return_sequences warning on continuous batching path](https://github.com/huggingface/transformers/pull/45582) — closed, merged
-- [PR #45080: Fix PreTrainedConfig as Pydantic field type after dataclass conversion](https://github.com/huggingface/transformers/pull/45080) — closed
-
 ### `jonghwanhyeon`
 
 - profile: [github.com/jonghwanhyeon](https://github.com/jonghwanhyeon)
@@ -3179,6 +3156,29 @@ Example artifacts:
 - [PR #44030: refactor output tracing in `dpr`](https://github.com/huggingface/transformers/pull/44030) — open
 - [PR #44029: refactor output tracing in `rwkv`](https://github.com/huggingface/transformers/pull/44029) — open
 
+### `LincolnBurrows2017`
+
+- profile: [github.com/LincolnBurrows2017](https://github.com/LincolnBurrows2017)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALincolnBurrows2017)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALincolnBurrows2017)
+- repo first seen: `2026-03-13T04:48:06Z`
+- repo last seen: `2026-03-18T05:47:03Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **13**
+- snapshot authored PRs/issues: **13 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **3349 days**
+- recent public PR activity: **134 PRs** (12 merged / 46 closed-unmerged / 76 open; merged rate **9%**, closed-unmerged rate **34%**, open rate **57%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #44809: fix: replace bare except with Exception in Fuyu image processing](https://github.com/huggingface/transformers/pull/44809) — closed
+- [PR #44778: fix: correct logic error in is_tiktoken_available function](https://github.com/huggingface/transformers/pull/44778) — closed
+- [PR #44769: Fix: Handle empty lists in video_utils functions](https://github.com/huggingface/transformers/pull/44769) — closed
+
 ### `CodersAcademy006`
 
 - profile: [github.com/CodersAcademy006](https://github.com/CodersAcademy006)
@@ -3208,12 +3208,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asbucaille)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asbucaille)
 - repo first seen: `2025-03-21T09:38:40Z`
-- repo last seen: `2026-05-13T15:16:59Z`
+- repo last seen: `2026-05-15T18:04:26Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **4 PRs / 4 issues**
-- snapshot discussion activity: **12 comments / 159 reviews / 160 review comments**
+- snapshot discussion activity: **13 comments / 159 reviews / 160 review comments**
 - account age: **3451 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -3221,7 +3221,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #45946: RFDetr - use correct Roboflow org for release](https://github.com/huggingface/transformers/pull/45946) — open
+- [PR #45946: RFDetr - use correct Roboflow org for release](https://github.com/huggingface/transformers/pull/45946) — closed, merged
 - [PR #43527: fix: return labels instead of label in reduce_label method in BeitImageProcessorFast](https://github.com/huggingface/transformers/pull/43527) — closed, merged
 - [PR #42978: Add ViT NEPA](https://github.com/huggingface/transformers/pull/42978) — open
 - [Issue #44404: Bring Loss classes back to modeling file and leverage modular](https://github.com/huggingface/transformers/issues/44404) — closed
@@ -3297,29 +3297,6 @@ Example artifacts:
 - [PR #42497: Add `skip_post_init` flag](https://github.com/huggingface/transformers/pull/42497) — closed, draft
 - [PR #42136: Sdpa for owlvit](https://github.com/huggingface/transformers/pull/42136) — closed, merged
 
-### `githubnemo`
-
-- profile: [github.com/githubnemo](https://github.com/githubnemo)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agithubnemo)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agithubnemo)
-- repo first seen: `2026-01-26T11:34:05Z`
-- repo last seen: `2026-04-09T15:30:30Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 1 reviews / 2 review comments**
-- account age: **5827 days**
-- recent public PR activity: **11 PRs** (9 merged / 1 closed-unmerged / 1 open; merged rate **82%**, closed-unmerged rate **9%**, open rate **9%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #44772: bitsandbytes: Update links and docs](https://github.com/huggingface/transformers/pull/44772) — open
-- [PR #43681: Fix T5 v1.1 detection](https://github.com/huggingface/transformers/pull/43681) — closed, merged
-- [PR #43494: Fix loading of Qwen3 FP8](https://github.com/huggingface/transformers/pull/43494) — closed, merged
-
 ### `khushali9`
 
 - profile: [github.com/khushali9](https://github.com/khushali9)
@@ -4482,12 +4459,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ATokarak)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ATokarak)
 - repo first seen: `2026-04-19T17:22:36Z`
-- repo last seen: `2026-04-20T19:54:57Z`
+- repo last seen: `2026-05-15T22:41:13Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
 - account age: **2200 days**
 - recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -5052,12 +5029,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArkaD171717)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArkaD171717)
 - repo first seen: `2026-05-02T09:31:22Z`
-- repo last seen: `2026-05-13T17:21:01Z`
+- repo last seen: `2026-05-15T19:57:27Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
 - account age: **1206 days**
 - recent public PR activity: **7 PRs** (0 merged / 0 closed-unmerged / 7 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible

new_contributors.parquet

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+oid sha256:0196b74c12626e6bf82a28acb66598b7f1ea39e48178faf85b72b6d5602d6a56
+size 62372

pr-scope-clusters.json

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@@ -1662,7 +1662,7 @@
         45985
       ],
       "representative_pr_number": 45985,
-      "average_similarity": 0.507,
+      "average_similarity": 0.506,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -2009,114 +2009,6 @@
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-      "cluster_id": "pr-scope-44375-3",
-      "pr_numbers": [
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-        45829,
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-      "summary": "3 open PRs share weighted file overlap around `docs/source/en/model_doc/rf_detr.md`, `src/transformers/models/rf_detr/configuration_rf_detr.py`, `src/transformers/models/rf_detr/modeling_rf_detr.py`; representative PR #45946.",
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-        "docs/source/en/model_doc/rf_detr.md",
-        "src/transformers/models/rf_detr/configuration_rf_detr.py",
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-        "src/transformers/models/rf_detr",
-        "docs/source/en/model_doc",
-        "docs/source/en",
-        "src/transformers/models",
-        "docs/source",
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-            "src/transformers/models/rf_detr/configuration_rf_detr.py",
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-            "src/transformers/models/rf_detr/modular_rf_detr.py"
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-            "src/transformers/models/rf_detr",
-            "docs/source/en",
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-            "src/transformers/models/rf_detr/modeling_rf_detr.py",
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-            "src/transformers/models/rf_detr",
-            "docs/source/en",
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-            "docs/source",
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@@ -2362,7 +2254,7 @@
         45843
       ],
       "representative_pr_number": 44339,
-      "average_similarity": 0.438,
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       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/deimv2/modeling_deimv2.py`, `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`; representative PR #44339.",
       "shared_filenames": [
         "src/transformers/models/deimv2/modeling_deimv2.py",
@@ -2387,8 +2279,8 @@
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           "left_pr_number": 44339,
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@@ -2406,8 +2298,8 @@
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@@ -2435,8 +2327,8 @@
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@@ -2486,7 +2378,7 @@
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@@ -2592,7 +2484,7 @@
         45655
       ],
       "representative_pr_number": 45649,
-      "average_similarity": 0.414,
+      "average_similarity": 0.413,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
       "shared_filenames": [
         "src/transformers/modeling_utils.py"
@@ -2732,7 +2624,7 @@
         44550
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.369,
+      "average_similarity": 0.37,
       "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -2745,8 +2637,8 @@
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           "right_pr_number": 44550,
-          "similarity": 0.392,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2762,7 +2654,7 @@
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2848,7 +2740,7 @@
           "left_pr_number": 44889,
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           "similarity": 0.33,
-          "content_similarity": 0.079,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.852,
@@ -3579,6 +3471,41 @@
         }
       ]
     },
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+      "pr_numbers": [
+        44893,
+        45997
+      ],
+      "representative_pr_number": 44893,
+      "average_similarity": 0.562,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.",
+      "shared_filenames": [
+        "src/transformers/cache_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
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       "pr_numbers": [
@@ -3726,7 +3653,7 @@
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.972,
@@ -4072,6 +3999,59 @@
         }
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+      "pr_numbers": [
+        44375,
+        45829
+      ],
+      "representative_pr_number": 44375,
+      "average_similarity": 0.424,
+      "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/rf_detr.md`, `src/transformers/models/rf_detr/configuration_rf_detr.py`, `src/transformers/models/rf_detr/modeling_rf_detr.py`; representative PR #44375.",
+      "shared_filenames": [
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