Refresh transformers dataset snapshot 20260521T180115Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+- latest snapshot: `20260521T180115Z`
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+            "kind": "pull_request",
+            "number": 45269,
+            "title": "Fix typos in src/transformers/utils/output_capturing.py",
+            "url": "https://github.com/huggingface/transformers/pull/45269",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
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+          }
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       "author_login": "saiganesh47",
       "name": "Sai Ganesh Maganti",
@@ -10425,12 +10427,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASangbumChoi",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASangbumChoi",
       "repo_first_seen_at": "2024-06-07T00:26:26Z",
-      "repo_last_seen_at": "2026-05-20T02:32:16Z",
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@@ -13308,8 +13310,8 @@
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       "young_account": false,
       "follow_through_score": "mixed",
@@ -14906,21 +14908,21 @@
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       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aadityasingh2400",
       "repo_first_seen_at": "2026-05-21T11:23:35Z",
-      "repo_last_seen_at": "2026-05-21T11:23:35Z",
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-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "repo_association": "NONE",
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+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
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+      "report_reason": null,
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       "account_age_days": 2313,
       "young_account": false,
       "follow_through_score": "weak",
@@ -14946,7 +14948,7 @@
             "number": 46140,
             "title": "Fix LlamaConfig rejecting explicit head_dim when hidden_size is not divisible by num_attention_heads",
             "url": "https://github.com/huggingface/transformers/pull/46140",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-05-21T11:23:35Z"
@@ -16392,12 +16394,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ablipbyte",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ablipbyte",
       "repo_first_seen_at": "2026-05-20T19:46:05Z",
-      "repo_last_seen_at": "2026-05-20T19:46:05Z",
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@@ -22055,65 +22057,6 @@
       },
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-    {
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-      "name": "Ryota Komatsu",
-      "profile_url": "https://github.com/ryota-komatsu",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aryota-komatsu",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aryota-komatsu",
-      "repo_first_seen_at": "2026-04-06T18:01:42Z",
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-      "young_account": false,
-      "follow_through_score": "strong",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "no visible non-self stars; targets high-star repos",
-      "public_orgs": [
-        "tttslab"
-      ],
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-        "merged_pr_count": 1,
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-        "distinct_repos_with_open_prs": 0
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-            "url": "https://github.com/huggingface/transformers/pull/45269",
-            "state": "closed",
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     {
       "author_login": "saadkhaleeq610",
       "name": "Saad Khaleeq",
@@ -22577,12 +22520,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AShashank-Tripathi-07",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AShashank-Tripathi-07",
       "repo_first_seen_at": "2026-05-20T15:18:30Z",
-      "repo_last_seen_at": "2026-05-21T11:42:39Z",
+      "repo_last_seen_at": "2026-05-21T12:40:56Z",
       "repo_primary_artifact_count": 1,
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+      "snapshot_comment_count": 7,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
@@ -23824,6 +23767,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "Yooniel",
+      "name": null,
+      "profile_url": "https://github.com/Yooniel",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYooniel",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYooniel",
+      "repo_first_seen_at": "2026-05-21T15:59:30Z",
+      "repo_last_seen_at": "2026-05-21T15:59:30Z",
+      "repo_primary_artifact_count": 1,
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+      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "new_to_repo": true,
+      "first_seen_in_snapshot": true,
+      "known_via_prior_merged_pr": false,
+      "report_reason": "first_seen_in_snapshot",
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 2080,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "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": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
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+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
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+          {
+            "kind": "pull_request",
+            "number": 46145,
+            "title": "Fix load_adapter OOM caused by full-model warmup sizing",
+            "url": "https://github.com/huggingface/transformers/pull/46145",
+            "state": "open",
+            "merged": false,
+            "draft": false,
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+          }
+        ],
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+      },
+      "fetch_error": null
+    },
     {
       "author_login": "YousefZahran1",
       "name": "Youssef Ashraf Hassan Ibrahim",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260521T120126Z`
-- Generated: `2026-05-21T12:02:33Z`
+- Snapshot: `20260521T180115Z`
+- Generated: `2026-05-21T18:02:09Z`
 - Activity window: `60d`
 - Contributors: `359`
 
@@ -44,9 +44,9 @@
 | `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 |
 | `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1648d | `2026-01-27T10:34:17Z` | 8 | 0 | mixed | moderate | low | targets high-star repos |
 | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 8 | 0 | mixed | moderate | low | targets high-star repos |
+| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 7 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `hkc5` | [profile](https://github.com/hkc5) | no | NONE | 973d | `2026-03-19T12:33:00Z` | 7 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `Qubitium` | [profile](https://github.com/Qubitium) | no | CONTRIBUTOR | 5681d | `2025-10-03T18:23:49Z` | 7 | 0 | strong | moderate | low | extremely high recent PR volume |
-| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 6 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `kchpp940` | [profile](https://github.com/kchpp940) | no | NONE | 375d | `2026-04-18T01:12:45Z` | 6 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `XciD` | [profile](https://github.com/XciD) | no | MEMBER | 4481d | `2026-05-14T05:53:53Z` | 6 | 0 | mixed | high | low | extremely high recent PR volume; broad repo spread |
 | `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 5 | 5 | strong | moderate | low | high recent PR volume |
@@ -122,9 +122,9 @@
 | `osman-akkawi` | [profile](https://github.com/osman-akkawi) | no | NONE | 825d | `2026-03-27T17:04:14Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `poojansatani` | [profile](https://github.com/poojansatani) | no | FIRST_TIME_CONTRIBUTOR | 1048d | `2026-05-16T15:35:41Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | NONE | 1556d | `2026-03-07T22:12:58Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `r266-tech` | [profile](https://github.com/r266-tech) | no | CONTRIBUTOR | 206d | `2026-03-22T17:28:57Z` | 2 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `rmotgi1227` | [profile](https://github.com/rmotgi1227) | no | NONE | 295d | `2026-05-12T21:21:10Z` | 2 | 0 | mixed | moderate | low | young account; targets high-star repos |
 | `rohanbalsaraf` | [profile](https://github.com/rohanbalsaraf) | no | FIRST_TIME_CONTRIBUTOR | 1145d | `2026-05-20T11:01:54Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | CONTRIBUTOR | 1796d | `2026-04-06T18:01:42Z` | 2 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `saiganesh47` | [profile](https://github.com/saiganesh47) | no | NONE | 633d | `2026-04-22T15:13:44Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `saslifat-gif` | [profile](https://github.com/saslifat-gif) | no | CONTRIBUTOR | 229d | `2026-04-02T14:08:15Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `sharziki` | [profile](https://github.com/sharziki) | no | CONTRIBUTOR | 1559d | `2026-04-11T02:31:44Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -206,7 +206,7 @@
 | `abhiprd200` | [profile](https://github.com/abhiprd200) | no | FIRST_TIMER | 42d | `2026-04-24T18:01:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `abidlabs` | [profile](https://github.com/abidlabs) | no | MEMBER | 5075d | `2026-01-13T19:16:29Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
 | `adityachoksi2512` | [profile](https://github.com/adityachoksi2512) | no | FIRST_TIMER | 1471d | `2026-05-01T03:03:13Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `adityasingh2400` | [profile](https://github.com/adityasingh2400) | yes | FIRST_TIME_CONTRIBUTOR | 2313d | `2026-05-21T11:23:35Z` | 1 | 0 | weak | high | medium | extremely high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
+| `adityasingh2400` | [profile](https://github.com/adityasingh2400) | no | NONE | 2313d | `2026-05-21T11:23:35Z` | 1 | 0 | weak | high | medium | extremely high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `agentspan` | [profile](https://github.com/agentspan) | no | NONE | 15d | `2026-04-08T08:40:08Z` | 1 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `AjAyrAo43` | [profile](https://github.com/AjAyrAo43) | no | FIRST_TIME_CONTRIBUTOR | 303d | `2026-05-10T17:28:09Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `AkshajKashyap` | [profile](https://github.com/AkshajKashyap) | no | FIRST_TIME_CONTRIBUTOR | 873d | `2026-03-25T00:11:43Z` | 1 | 0 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -331,7 +331,6 @@
 | `rraghavkaushik` | [profile](https://github.com/rraghavkaushik) | no | CONTRIBUTOR | 1057d | `2026-05-06T10:53:47Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `ruben-aghayan` | [profile](https://github.com/ruben-aghayan) | no | CONTRIBUTOR | 3216d | `2026-04-13T03:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ruixiang63` | [profile](https://github.com/ruixiang63) | no | CONTRIBUTOR | 3277d | `2026-04-27T21:19:22Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | CONTRIBUTOR | 1796d | `2026-04-06T18:01:42Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `saadkhaleeq610` | [profile](https://github.com/saadkhaleeq610) | no | NONE | 2359d | `2026-05-17T07:52:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sachinkumarsingh092` | [profile](https://github.com/sachinkumarsingh092) | no | FIRST_TIME_CONTRIBUTOR | 3282d | `2026-03-30T18:54:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sahildando` | [profile](https://github.com/sahildando) | no | NONE | 1241d | `2026-04-07T21:12:29Z` | 1 | 0 | mixed | high | medium | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
@@ -362,6 +361,7 @@
 | `Yanis01682` | [profile](https://github.com/Yanis01682) | no | NONE | 606d | `2026-04-14T01:47:54Z` | 1 | 0 | strong | low | low | — |
 | `Yeuvoir` | [profile](https://github.com/Yeuvoir) | no | NONE | 639d | `2026-05-13T05:45:38Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `yileld` | [profile](https://github.com/yileld) | no | FIRST_TIME_CONTRIBUTOR | 3958d | `2026-04-30T02:17:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Yooniel` | [profile](https://github.com/Yooniel) | yes | FIRST_TIME_CONTRIBUTOR | 2080d | `2026-05-21T15:59:30Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `YousefZahran1` | [profile](https://github.com/YousefZahran1) | no | NONE | 870d | `2026-05-07T16:00:57Z` | 1 | 0 | weak | moderate | low | high open PR share |
 | `ZappD0S` | [profile](https://github.com/ZappD0S) | no | FIRST_TIMER | 4066d | `2026-05-19T19:36:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `zendy199x` | [profile](https://github.com/zendy199x) | no | NONE | 2543d | `2026-03-29T15:50:04Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
@@ -573,12 +573,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1)
 - repo first seen: `2023-02-27T14:00:41Z`
-- repo last seen: `2026-05-21T11:41:05Z`
+- repo last seen: `2026-05-21T13:42:33Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **45**
 - snapshot authored PRs/issues: **45 PRs / 0 issues**
-- snapshot discussion activity: **666 comments / 234 reviews / 130 review comments**
+- snapshot discussion activity: **671 comments / 236 reviews / 131 review comments**
 - account age: **3961 days**
 - recent public PR activity: **17 PRs** (16 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
 - public orgs: `huggingface`
@@ -1211,6 +1211,30 @@ Example artifacts:
 - [PR #45626: [Model] Add PP-FormulaNet Model Support](https://github.com/huggingface/transformers/pull/45626) — closed, merged
 - [PR #45562: Updated the image cache for Paddle models according to the latest API](https://github.com/huggingface/transformers/pull/45562) — closed, merged
 
+### `Charly21r`
+
+- profile: [github.com/Charly21r](https://github.com/Charly21r)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACharly21r)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACharly21r)
+- repo first seen: `2026-03-13T09:00:25Z`
+- repo last seen: `2026-05-21T13:17:26Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **7 PRs / 1 issues**
+- snapshot discussion activity: **15 comments / 8 reviews / 8 review comments**
+- account age: **359 days**
+- recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **young account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46142: Fix TypeError on list-typed ignore_keys_at_rope_validation in RoPE config](https://github.com/huggingface/transformers/pull/46142) — open
+- [PR #45718: Fix check_auto.py wiping auto_mappings.py due to missing flush](https://github.com/huggingface/transformers/pull/45718) — open
+- [PR #45716: [Gemma4] Fix SharedKVCache identity loss under FSDP2 cast_forward_inputs](https://github.com/huggingface/transformers/pull/45716) — closed
+- [Issue #46121: `convert_rope_params_to_dict` raises `TypeError` when `ignore_keys_at_rope_validation` is a JSON-loaded list](https://github.com/huggingface/transformers/issues/46121) — open
+
 ### `hkc5`
 
 - profile: [github.com/hkc5](https://github.com/hkc5)
@@ -1257,30 +1281,6 @@ Example artifacts:
 - [PR #45202: Fix gemma4 has flash-attention incompatbile head-dim=512](https://github.com/huggingface/transformers/pull/45202) — open
 - [PR #45157: [WIP] PrismML Bonsai model support](https://github.com/huggingface/transformers/pull/45157) — open, draft
 
-### `Charly21r`
-
-- profile: [github.com/Charly21r](https://github.com/Charly21r)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACharly21r)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACharly21r)
-- repo first seen: `2026-03-13T09:00:25Z`
-- repo last seen: `2026-05-20T17:08:27Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **6 PRs / 1 issues**
-- snapshot discussion activity: **15 comments / 8 reviews / 8 review comments**
-- account age: **359 days**
-- recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **young account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45718: Fix check_auto.py wiping auto_mappings.py due to missing flush](https://github.com/huggingface/transformers/pull/45718) — open
-- [PR #45716: [Gemma4] Fix SharedKVCache identity loss under FSDP2 cast_forward_inputs](https://github.com/huggingface/transformers/pull/45716) — closed
-- [PR #45438: Add Gemma4ForSequenceClassification](https://github.com/huggingface/transformers/pull/45438) — open
-- [Issue #46121: `convert_rope_params_to_dict` raises `TypeError` when `ignore_keys_at_rope_validation` is a JSON-loaded list](https://github.com/huggingface/transformers/issues/46121) — open
-
 ### `kchpp940`
 
 - profile: [github.com/kchpp940](https://github.com/kchpp940)
@@ -1590,12 +1590,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbineshabee)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbineshabee)
 - repo first seen: `2026-04-13T08:59:27Z`
-- repo last seen: `2026-05-21T08:35:34Z`
+- repo last seen: `2026-05-21T14:15:09Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **3 PRs / 2 issues**
-- snapshot discussion activity: **18 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **19 comments / 0 reviews / 0 review comments**
 - account age: **1453 days**
 - recent public PR activity: **7 PRs** (3 merged / 3 closed-unmerged / 1 open; merged rate **43%**, closed-unmerged rate **43%**, open rate **14%**)
 - public orgs: none visible
@@ -2533,12 +2533,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aguarin)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aguarin)
 - repo first seen: `2026-05-12T18:20:58Z`
-- repo last seen: `2026-05-21T11:24:07Z`
+- repo last seen: `2026-05-21T17:08:36Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 21 reviews / 21 review comments**
+- snapshot discussion activity: **3 comments / 24 reviews / 24 review comments**
 - account age: **2794 days**
 - recent public PR activity: **21 PRs** (19 merged / 0 closed-unmerged / 2 open; merged rate **90%**, closed-unmerged rate **0%**, open rate **10%**)
 - public orgs: `huggingface`
@@ -2547,7 +2547,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #46137: Update self-comment-ci](https://github.com/huggingface/transformers/pull/46137) — closed, merged
-- [PR #45919: Add Sapiens2 Model](https://github.com/huggingface/transformers/pull/45919) — open, draft
+- [PR #45919: Add Sapiens2 Model](https://github.com/huggingface/transformers/pull/45919) — open
 
 ### `hijingsong`
 
@@ -2989,28 +2989,6 @@ Example artifacts:
 - [PR #45837: WIP: fix(deepseek_v4) correct CSA per-query block mask and causal top-k guard in eager attention](https://github.com/huggingface/transformers/pull/45837) — closed, draft
 - [PR #45747: Fix split batch size](https://github.com/huggingface/transformers/pull/45747) — closed
 
-### `r266-tech`
-
-- profile: [github.com/r266-tech](https://github.com/r266-tech)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ar266-tech)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ar266-tech)
-- repo first seen: `2026-03-22T17:28:57Z`
-- repo last seen: `2026-03-22T17:31:03Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **206 days**
-- recent public PR activity: **202 PRs** (38 merged / 72 closed-unmerged / 92 open; merged rate **19%**, closed-unmerged rate **36%**, open rate **46%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **young account; extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44932: Fix: Pass scheduler_specific_kwargs to inverse_sqrt scheduler](https://github.com/huggingface/transformers/pull/44932) — closed
-- [PR #44931: fix(camembert): add tie_word_embeddings=True to CamembertConfig](https://github.com/huggingface/transformers/pull/44931) — closed, merged
-
 ### `rmotgi1227`
 
 - profile: [github.com/rmotgi1227](https://github.com/rmotgi1227)
@@ -3055,6 +3033,28 @@ Example artifacts:
 - [PR #46124: Fix crash and tokenization mismatch in speculative decoding with different tokenizers](https://github.com/huggingface/transformers/pull/46124) — open
 - [PR #46117: [Generation] Fix continuous batching crash when out of memory during …](https://github.com/huggingface/transformers/pull/46117) — closed
 
+### `ryota-komatsu`
+
+- profile: [github.com/ryota-komatsu](https://github.com/ryota-komatsu)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aryota-komatsu)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aryota-komatsu)
+- repo first seen: `2026-04-06T18:01:42Z`
+- repo last seen: `2026-05-21T12:43:29Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1796 days**
+- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- public orgs: `tttslab`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46141: Fix FSDP2 and distributed checkpointing imports for older PyTorch versions](https://github.com/huggingface/transformers/pull/46141) — open
+- [PR #45269: Fix typos in src/transformers/utils/output_capturing.py](https://github.com/huggingface/transformers/pull/45269) — closed, merged
+
 ### `saiganesh47`
 
 - profile: [github.com/saiganesh47](https://github.com/saiganesh47)
@@ -3425,12 +3425,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASangbumChoi)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASangbumChoi)
 - repo first seen: `2024-06-07T00:26:26Z`
-- repo last seen: `2026-05-20T02:32:16Z`
+- repo last seen: `2026-05-21T15:56:13Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 85 reviews / 104 review comments**
+- snapshot discussion activity: **4 comments / 85 reviews / 104 review comments**
 - account age: **3079 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
@@ -4860,12 +4860,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aadityasingh2400)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aadityasingh2400)
 - repo first seen: `2026-05-21T11:23:35Z`
-- repo last seen: `2026-05-21T11:23:35Z`
-- first seen in snapshot: **yes**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo last seen: `2026-05-21T12:08:04Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **2313 days**
 - recent public PR activity: **160 PRs** (48 merged / 70 closed-unmerged / 42 open; merged rate **30%**, closed-unmerged rate **44%**, open rate **26%**)
 - public orgs: none visible
@@ -4873,7 +4873,7 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
-- [PR #46140: Fix LlamaConfig rejecting explicit head_dim when hidden_size is not divisible by num_attention_heads](https://github.com/huggingface/transformers/pull/46140) — open
+- [PR #46140: Fix LlamaConfig rejecting explicit head_dim when hidden_size is not divisible by num_attention_heads](https://github.com/huggingface/transformers/pull/46140) — closed
 
 ### `agentspan`
 
@@ -5406,12 +5406,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ablipbyte)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ablipbyte)
 - repo first seen: `2026-05-20T19:46:05Z`
-- repo last seen: `2026-05-20T19:46:05Z`
+- repo last seen: `2026-05-21T13:45:00Z`
 - 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: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **2606 days**
 - recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
@@ -7480,27 +7480,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45665: Fix pageable H2D copies in Gated DeltaNet PyTorch fallback](https://github.com/huggingface/transformers/pull/45665) — closed, merged
 
-### `ryota-komatsu`
-
-- profile: [github.com/ryota-komatsu](https://github.com/ryota-komatsu)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aryota-komatsu)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aryota-komatsu)
-- repo first seen: `2026-04-06T18:01:42Z`
-- repo last seen: `2026-04-06T18:01:42Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1796 days**
-- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
-- public orgs: `tttslab`
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #45269: Fix typos in src/transformers/utils/output_capturing.py](https://github.com/huggingface/transformers/pull/45269) — closed, merged
-
 ### `saadkhaleeq610`
 
 - profile: [github.com/saadkhaleeq610](https://github.com/saadkhaleeq610)
@@ -7675,12 +7654,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AShashank-Tripathi-07)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AShashank-Tripathi-07)
 - repo first seen: `2026-05-20T15:18:30Z`
-- repo last seen: `2026-05-21T11:42:39Z`
+- repo last seen: `2026-05-21T12:40:56Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
 - account age: **644 days**
 - recent public PR activity: **60 PRs** (40 merged / 6 closed-unmerged / 14 open; merged rate **67%**, closed-unmerged rate **10%**, open rate **23%**)
 - public orgs: none visible
@@ -8131,6 +8110,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45707: Fix padding calculation in new_conv_state assignment](https://github.com/huggingface/transformers/pull/45707) — open
 
+### `Yooniel`
+
+- profile: [github.com/Yooniel](https://github.com/Yooniel)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYooniel)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYooniel)
+- repo first seen: `2026-05-21T15:59:30Z`
+- repo last seen: `2026-05-21T15:59:30Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2080 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
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46145: Fix load_adapter OOM caused by full-model warmup sizing](https://github.com/huggingface/transformers/pull/46145) — open
+
 ### `YousefZahran1`
 
 - profile: [github.com/YousefZahran1](https://github.com/YousefZahran1)

new_contributors.parquet

@@ -1,3 +1,3 @@
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-size 63760
+oid sha256:c67c43725ebaed5a90d386fadae7d3ace7ab3912f562e855d90ecb2f533b827e
+size 63682

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@@ -1,8 +1,8 @@
 {
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@@ -20,7 +20,7 @@
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       "representative_pr_number": 45067,
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       "summary": "11 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
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@@ -865,7 +865,7 @@
         {
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           "right_pr_number": 45273,
-          "similarity": 0.334,
+          "similarity": 0.335,
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@@ -1051,7 +1051,7 @@
         {
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-          "similarity": 0.552,
+          "similarity": 0.553,
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           "breadth_similarity": 0.325,
@@ -1094,7 +1094,7 @@
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-          "content_similarity": 0.447,
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@@ -1136,7 +1136,7 @@
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           "breadth_similarity": 0.55,
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@@ -1335,7 +1335,7 @@
           "left_pr_number": 45438,
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-          "content_similarity": 0.119,
+          "content_similarity": 0.12,
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@@ -1360,7 +1360,7 @@
         46067
       ],
       "representative_pr_number": 45635,
-      "average_similarity": 0.554,
+      "average_similarity": 0.555,
       "summary": "5 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`, `src/transformers/integrations/accelerate.py`; representative PR #45635.",
       "shared_filenames": [
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@@ -1380,8 +1380,8 @@
         {
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-          "similarity": 0.852,
-          "content_similarity": 0.852,
+          "similarity": 0.853,
+          "content_similarity": 0.853,
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           "breadth_similarity": 0.9,
           "concentration_similarity": 0.884,
@@ -1441,7 +1441,7 @@
           "left_pr_number": 45635,
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+          "content_similarity": 0.524,
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           "breadth_similarity": 0.8,
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@@ -1460,7 +1460,7 @@
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-          "content_similarity": 0.527,
+          "content_similarity": 0.528,
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@@ -1479,7 +1479,7 @@
         {
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+          "similarity": 0.586,
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@@ -1552,7 +1552,7 @@
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+          "content_similarity": 0.145,
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@@ -1577,7 +1577,7 @@
         46111
       ],
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-      "average_similarity": 0.496,
+      "average_similarity": 0.497,
       "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -1591,7 +1591,7 @@
         {
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+          "similarity": 0.612,
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           "breadth_similarity": 1.0,
@@ -1608,7 +1608,7 @@
         {
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-          "similarity": 0.602,
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           "breadth_similarity": 1.0,
@@ -1625,7 +1625,7 @@
         {
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-          "similarity": 0.529,
+          "similarity": 0.53,
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           "breadth_similarity": 1.0,
@@ -1643,7 +1643,7 @@
           "left_pr_number": 45985,
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+          "content_similarity": 0.43,
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@@ -1676,8 +1676,8 @@
         {
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-          "similarity": 0.471,
-          "content_similarity": 0.416,
+          "similarity": 0.472,
+          "content_similarity": 0.417,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1745,7 +1745,7 @@
           "left_pr_number": 39683,
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+          "content_similarity": 0.365,
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           "breadth_similarity": 1.0,
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@@ -2005,7 +2005,7 @@
         {
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-          "similarity": 0.436,
+          "similarity": 0.437,
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           "breadth_similarity": 1.0,
@@ -2022,7 +2022,7 @@
           "left_pr_number": 41097,
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-          "content_similarity": 0.316,
+          "content_similarity": 0.317,
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@@ -2045,7 +2045,7 @@
         46114
       ],
       "representative_pr_number": 46100,
-      "average_similarity": 0.537,
+      "average_similarity": 0.538,
       "summary": "4 open PRs share weighted file overlap around `tests/models/vit/test_modeling_vit.py`; representative PR #46100.",
       "shared_filenames": [
         "tests/models/vit/test_modeling_vit.py"
@@ -2169,7 +2169,7 @@
         46116
       ],
       "representative_pr_number": 45649,
-      "average_similarity": 0.422,
+      "average_similarity": 0.423,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
       "shared_filenames": [
         "src/transformers/modeling_utils.py"
@@ -2230,7 +2230,7 @@
         {
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@@ -2286,7 +2286,7 @@
         46125
       ],
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+      "average_similarity": 0.405,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
       "shared_filenames": [
         "src/transformers/utils/import_utils.py"
@@ -2300,8 +2300,8 @@
         {
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@@ -2317,8 +2317,8 @@
         {
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@@ -2334,7 +2334,7 @@
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@@ -2351,8 +2351,8 @@
         {
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@@ -2369,7 +2369,7 @@
           "left_pr_number": 45524,
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@@ -2385,8 +2385,8 @@
         {
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2401,6 +2401,127 @@
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+      "pr_numbers": [
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+        46113,
+        46126,
+        46141
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+      "representative_pr_number": 46126,
+      "average_similarity": 0.399,
+      "summary": "4 open PRs share weighted file overlap around `src/transformers/distributed/utils.py`, `src/transformers/distributed/tensor_parallel.py`; representative PR #46126.",
+      "shared_filenames": [
+        "src/transformers/distributed/utils.py",
+        "src/transformers/distributed/tensor_parallel.py"
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+      "shared_directories": [
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+          "shared_directories": [
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+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "right_pr_number": 46126,
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+          "size_similarity": 0.872,
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+          "concentration_similarity": 0.808,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers/distributed",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "size_similarity": 0.246,
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+          "concentration_similarity": 0.603,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
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+        },
+        {
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+          "shared_filenames": [
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+          "shared_directories": [
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+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "content_similarity": 0.137,
+          "size_similarity": 0.282,
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+          "concentration_similarity": 0.795,
+          "shared_filenames": [],
+          "shared_directories": [
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+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 46104,
+          "right_pr_number": 46141,
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+          "content_similarity": 0.101,
+          "size_similarity": 0.128,
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+          "concentration_similarity": 0.795,
+          "shared_filenames": [],
+          "shared_directories": [
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+            "src/transformers",
+            "src"
+          ]
+        }
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     {
       "cluster_id": "pr-scope-33686-4",
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@@ -2439,7 +2560,7 @@
         {
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@@ -2454,7 +2575,7 @@
         {
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-          "similarity": 0.358,
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@@ -2485,7 +2606,7 @@
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@@ -2922,7 +3043,7 @@
         44682
       ],
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-      "average_similarity": 0.472,
+      "average_similarity": 0.473,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
@@ -2937,7 +3058,7 @@
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@@ -3059,7 +3180,7 @@
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@@ -3149,7 +3270,7 @@
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@@ -3213,160 +3334,6 @@
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-      "summary": "3 open PRs share weighted file overlap around `src/transformers/distributed/utils.py`, `src/transformers/distributed/tensor_parallel.py`; representative PR #46126.",
-      "shared_filenames": [
-        "src/transformers/distributed/utils.py",
-        "src/transformers/distributed/tensor_parallel.py"
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@@ -3425,7 +3392,7 @@
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@@ -4116,6 +4083,49 @@
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