Refresh transformers dataset snapshot 20260512T060024Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+- latest snapshot: `20260512T060024Z`
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-            "title": "Fix M-RoPE device mismatch in Qwen3VL family under FSDP2 CPU offload",
-            "url": "https://github.com/huggingface/transformers/pull/45861",
-            "state": "open",
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-          },
-          {
-            "kind": "pull_request",
-            "number": 45770,
-            "title": "Unwrap `text_config` in `AutoModelFor*.from_config`",
-            "url": "https://github.com/huggingface/transformers/pull/45770",
-            "state": "closed",
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-            "number": 45760,
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-            "url": "https://github.com/huggingface/transformers/pull/45760",
-            "state": "closed",
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-            "draft": false,
-            "created_at": "2026-05-03T19:25:43Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 45902,
-            "title": "`Qwen3_5MoeTextRotaryEmbedding.inv_freq` reads uninitialized memory after `meta \u2192 to_empty(cuda)` materialization",
-            "url": "https://github.com/huggingface/transformers/issues/45902",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-05-11T23:01:34Z"
-          },
-          {
-            "kind": "issue",
-            "number": 45859,
-            "title": "`Qwen3_5MoeTextRotaryEmbedding.forward` is not compatible with CPU offload",
-            "url": "https://github.com/huggingface/transformers/issues/45859",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-05-09T05:46:24Z"
-          },
-          {
-            "kind": "issue",
-            "number": 45759,
-            "title": "`AutoModelForCausalLM.from_config` does not unwrap `text_config` for composite Qwen 3.5 and 3.6 multimodal configs",
-            "url": "https://github.com/huggingface/transformers/issues/45759",
-            "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-05-03T18:54:41Z"
-          }
-        ]
-      },
-      "fetch_error": null
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     {
       "author_login": "paulinebm",
       "name": "Pauline Bailly-Masson",
@@ -13380,6 +13380,76 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "nealwu",
+      "name": "Neal Wu",
+      "profile_url": "https://github.com/nealwu",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Anealwu",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anealwu",
+      "repo_first_seen_at": "2026-05-12T03:11:36Z",
+      "repo_last_seen_at": "2026-05-12T03:18:27Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 2,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "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": 5508,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "\u2014",
+      "public_orgs": [
+        "thinking-machines-lab"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 7,
+        "merged_pr_count": 7,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 0,
+        "merged_pr_rate": 1.0,
+        "closed_unmerged_pr_rate": 0.0,
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+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 0
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 45908,
+            "title": "Forward `revision` to `list_repo_files` in tokenizer loading",
+            "url": "https://github.com/huggingface/transformers/pull/45908",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-05-12T03:18:27Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 45907,
+            "title": "Our `tinker-cookbook` CI broke: `list_repo_files` should forward the `revision` argument",
+            "url": "https://github.com/huggingface/transformers/issues/45907",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-05-12T03:11:36Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "ntenenz",
       "name": "Neil Tenenholtz",
@@ -22131,63 +22201,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "shaealh",
-      "name": "Shae Alhusayni",
-      "profile_url": "https://github.com/shaealh",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ashaealh",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ashaealh",
-      "repo_first_seen_at": "2026-03-13T05:05:01Z",
-      "repo_last_seen_at": "2026-04-27T03:52:58Z",
-      "repo_primary_artifact_count": 1,
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-      "snapshot_comment_count": 4,
-      "snapshot_review_count": 0,
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-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
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-      "report_reason": null,
-      "enrichment_source": "previous_report",
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-      "account_age_days": 70,
-      "young_account": true,
-      "follow_through_score": "mixed",
-      "breadth_score": "low",
-      "automation_risk_signal": "medium",
-      "heuristic_note": "very new account; high open PR share; no visible non-self stars; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
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-            "number": 44650,
-            "title": "Fix Seq2SeqTrainer generation path for decoder-only models",
-            "url": "https://github.com/huggingface/transformers/pull/44650",
-            "state": "open",
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     {
       "author_login": "shhKnight30",
       "name": "Aishwary Bhatt",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260512T000156Z`
-- Generated: `2026-05-12T00:02:53Z`
+- Snapshot: `20260512T060024Z`
+- Generated: `2026-05-12T06:01:23Z`
 - Activity window: `60d`
 - Contributors: `353`
 
@@ -9,7 +9,7 @@
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 88 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 90 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 85 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 77 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 76 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -22,7 +22,7 @@
 | `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 32 | 20 | strong | low | low | targets high-star repos |
 | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 29 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
 | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-10-03T15:26:01Z` | 27 | 0 | strong | low | low | targets high-star repos |
-| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 24 | 0 | strong | low | low | targets high-star repos |
+| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 25 | 0 | strong | low | low | targets high-star repos |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 22 | 4 | strong | moderate | low | high recent PR volume |
 | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 20 | 0 | strong | low | low | targets high-star repos |
 | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 19 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
@@ -50,12 +50,12 @@
 | `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 6 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 6 | 0 | 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 |
+| `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 5 | 5 | strong | moderate | low | high recent PR volume |
 | `CharlieKerfoot` | [profile](https://github.com/CharlieKerfoot) | no | CONTRIBUTOR | 1583d | `2026-05-03T18:22:43Z` | 5 | 0 | weak | moderate | low | high recent PR volume; targets high-star repos |
 | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 5 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `Krishnachaitanyakc` | [profile](https://github.com/Krishnachaitanyakc) | no | CONTRIBUTOR | 3498d | `2026-03-25T02:14:38Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5413d | `2026-03-12T13:32:25Z` | 5 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
-| `jamesbraza` | [profile](https://github.com/jamesbraza) | no | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 4 | 5 | strong | moderate | low | high recent PR volume |
 | `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 4 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
 | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 736d | `2026-04-16T00:55:40Z` | 4 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
@@ -183,6 +183,7 @@
 | `kndtran` | [profile](https://github.com/kndtran) | no | FIRST_TIME_CONTRIBUTOR | 3650d | `2026-05-06T18:23:26Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `mango766` | [profile](https://github.com/mango766) | no | CONTRIBUTOR | 1772d | `2026-03-16T04:08:09Z` | 1 | 1 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `masoudpz` | [profile](https://github.com/masoudpz) | no | FIRST_TIME_CONTRIBUTOR | 4678d | `2026-04-02T00:31:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `nealwu` | [profile](https://github.com/nealwu) | yes | CONTRIBUTOR | 5508d | `2026-05-12T03:11:36Z` | 1 | 1 | strong | low | low | — |
 | `ntenenz` | [profile](https://github.com/ntenenz) | no | CONTRIBUTOR | 4267d | `2026-03-13T20:09:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `nunq` | [profile](https://github.com/nunq) | no | FIRST_TIME_CONTRIBUTOR | 2694d | `2026-05-08T00:29:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1431d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
@@ -334,7 +335,6 @@
 | `SAY-5` | [profile](https://github.com/SAY-5) | no | FIRST_TIME_CONTRIBUTOR | 172d | `2026-04-20T05:44:53Z` | 1 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
 | `SeaL773` | [profile](https://github.com/SeaL773) | no | FIRST_TIME_CONTRIBUTOR | 3075d | `2026-05-04T06:26:53Z` | 1 | 0 | mixed | moderate | low | — |
 | `sebastianvlad1` | [profile](https://github.com/sebastianvlad1) | no | CONTRIBUTOR | 3207d | `2026-04-30T16:48:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `shaealh` | [profile](https://github.com/shaealh) | no | FIRST_TIME_CONTRIBUTOR | 70d | `2026-03-13T05:05:01Z` | 1 | 0 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `shhKnight30` | [profile](https://github.com/shhKnight30) | no | CONTRIBUTOR | 931d | `2026-04-04T10:29:57Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `Shikhar-S` | [profile](https://github.com/Shikhar-S) | no | FIRST_TIME_CONTRIBUTOR | 3763d | `2026-04-10T04:26:05Z` | 1 | 0 | weak | low | low | high open PR share |
 | `silencelamb` | [profile](https://github.com/silencelamb) | no | CONTRIBUTOR | 4218d | `2026-05-05T09:41:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -371,12 +371,12 @@
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
 - repo first seen: `2025-03-19T10:58:02Z`
-- repo last seen: `2026-05-11T08:32:13Z`
+- repo last seen: `2026-05-12T03:23:10Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **88**
-- snapshot authored PRs/issues: **88 PRs / 0 issues**
-- snapshot discussion activity: **227 comments / 307 reviews / 476 review comments**
+- repo primary artifacts: **90**
+- snapshot authored PRs/issues: **90 PRs / 0 issues**
+- snapshot discussion activity: **228 comments / 308 reviews / 477 review comments**
 - account age: **2036 days**
 - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
 - public orgs: `huggingface`
@@ -384,9 +384,9 @@
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #45889: Do not keep refs to submodules internally](https://github.com/huggingface/transformers/pull/45889) — open
-- [PR #45885: Remove deprecation cycle for inputs embeds](https://github.com/huggingface/transformers/pull/45885) — closed, merged
-- [PR #45884: Remove deprecation cycle for `cache_position` in masking primitives](https://github.com/huggingface/transformers/pull/45884) — closed, merged
+- [PR #45909: Automatically inherit properties from children in composite models](https://github.com/huggingface/transformers/pull/45909) — open
+- [PR #45906: Remove `_checkpoint_conversion_mapping` from model attributes](https://github.com/huggingface/transformers/pull/45906) — closed, merged
+- [PR #45889: Do not keep refs to submodules internally](https://github.com/huggingface/transformers/pull/45889) — closed, merged
 
 ### `tarekziade`
 
@@ -492,12 +492,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
 - repo first seen: `2023-02-24T14:13:29Z`
-- repo last seen: `2026-05-11T10:45:10Z`
+- repo last seen: `2026-05-12T05:33:41Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **56**
 - snapshot authored PRs/issues: **53 PRs / 3 issues**
-- snapshot discussion activity: **160 comments / 549 reviews / 1118 review comments**
+- snapshot discussion activity: **161 comments / 555 reviews / 1124 review comments**
 - account age: **2590 days**
 - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
 - public orgs: none visible
@@ -505,7 +505,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #45892: Fix deepseek v4](https://github.com/huggingface/transformers/pull/45892) — open, draft
+- [PR #45892: Fix deepseek v4](https://github.com/huggingface/transformers/pull/45892) — open
 - [PR #45881: [deepseek_v4] fix CSA per-query masking in eager path](https://github.com/huggingface/transformers/pull/45881) — closed, merged
 - [PR #45879: [deepseek_v4] fix CSA per-query masking in eager path](https://github.com/huggingface/transformers/pull/45879) — closed
 - [Issue #45882: Reduce peak memory during quantization of MoE models (follow-up to #43917)](https://github.com/huggingface/transformers/issues/45882) — open
@@ -640,12 +640,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aitazap)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aitazap)
 - repo first seen: `2024-10-21T07:08:47Z`
-- repo last seen: `2026-05-04T00:44:10Z`
+- repo last seen: `2026-05-12T05:26:16Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **29**
 - snapshot authored PRs/issues: **29 PRs / 0 issues**
-- snapshot discussion activity: **40 comments / 46 reviews / 29 review comments**
+- snapshot discussion activity: **41 comments / 47 reviews / 29 review comments**
 - account age: **3139 days**
 - recent public PR activity: **20 PRs** (10 merged / 5 closed-unmerged / 5 open; merged rate **50%**, closed-unmerged rate **25%**, open rate **25%**)
 - public orgs: none visible
@@ -686,12 +686,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
 - repo first seen: `2026-01-13T09:15:18Z`
-- repo last seen: `2026-05-11T01:40:52Z`
+- repo last seen: `2026-05-12T05:07:41Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **24**
-- snapshot authored PRs/issues: **24 PRs / 0 issues**
-- snapshot discussion activity: **42 comments / 127 reviews / 138 review comments**
+- repo primary artifacts: **25**
+- snapshot authored PRs/issues: **25 PRs / 0 issues**
+- snapshot discussion activity: **42 comments / 129 reviews / 140 review comments**
 - account age: **1813 days**
 - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
 - public orgs: none visible
@@ -699,9 +699,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #45911: [CB] Hide activation footprint by using the CUDA graph pool](https://github.com/huggingface/transformers/pull/45911) — open
 - [PR #45821: [CB] [Major] Add tensor paralellism](https://github.com/huggingface/transformers/pull/45821) — open
 - [PR #45733: [CB] Fixes for SDPA and CPU offloading](https://github.com/huggingface/transformers/pull/45733) — closed
-- [PR #45654: [CB] Refactor any model-related code in a separate class](https://github.com/huggingface/transformers/pull/45654) — closed, merged
 
 ### `jiqing-feng`
 
@@ -709,12 +709,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
 - repo first seen: `2024-03-21T04:37:45Z`
-- repo last seen: `2026-05-07T03:16:17Z`
+- repo last seen: `2026-05-12T04:26:48Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **26**
 - snapshot authored PRs/issues: **22 PRs / 4 issues**
-- snapshot discussion activity: **43 comments / 23 reviews / 23 review comments**
+- snapshot discussion activity: **44 comments / 32 reviews / 32 review comments**
 - account age: **1396 days**
 - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
 - public orgs: none visible
@@ -758,12 +758,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
 - repo first seen: `2024-12-13T13:39:10Z`
-- repo last seen: `2026-05-11T19:47:35Z`
+- repo last seen: `2026-05-12T03:51:56Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **32**
 - snapshot authored PRs/issues: **19 PRs / 13 issues**
-- snapshot discussion activity: **37 comments / 48 reviews / 48 review comments**
+- snapshot discussion activity: **38 comments / 48 reviews / 48 review comments**
 - account age: **2692 days**
 - recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
 - public orgs: `huggingface`
@@ -859,12 +859,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asywangyi)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asywangyi)
 - repo first seen: `2025-12-16T08:22:52Z`
-- repo last seen: `2026-05-11T07:35:13Z`
+- repo last seen: `2026-05-12T03:30:14Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **18**
 - snapshot authored PRs/issues: **17 PRs / 1 issues**
-- snapshot discussion activity: **18 comments / 15 reviews / 15 review comments**
+- snapshot discussion activity: **18 comments / 16 reviews / 16 review comments**
 - account age: **2996 days**
 - recent public PR activity: **16 PRs** (12 merged / 0 closed-unmerged / 4 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
 - public orgs: none visible
@@ -1343,6 +1343,32 @@ Example artifacts:
 - [PR #45503: .4021378118068288:aafb9167aaa6b321205f754209b0cbcb_69e2f25642c82e665fe0407f.69e2f43542c82e665fe04083.69e2f435d18af355a624eac1:Trae CN.T(2026/4/18 11:02:13)](https://github.com/huggingface/transformers/pull/45503) — closed
 - [PR #45502: .4021378118068288:4da7ed27ccaa5f974fe4a552e2b67bb6_69e2eea842c82e665fe04002.69e2eec142c82e665fe04006.69e2eec18b8bd167e2faa241:Trae CN.T(2026/4/18 10:38:57)](https://github.com/huggingface/transformers/pull/45502) — closed
 
+### `jamesbraza`
+
+- profile: [github.com/jamesbraza](https://github.com/jamesbraza)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza)
+- repo first seen: `2026-04-23T00:37:54Z`
+- repo last seen: `2026-05-12T00:02:52Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **10**
+- snapshot authored PRs/issues: **5 PRs / 5 issues**
+- snapshot discussion activity: **5 comments / 3 reviews / 3 review comments**
+- account age: **4221 days**
+- recent public PR activity: **36 PRs** (32 merged / 2 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **6%**, open rate **6%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #45903: Fix M-RoPE `inv_freq` device and `meta` → `to_empty` re-init in Qwen3-VL family](https://github.com/huggingface/transformers/pull/45903) — open
+- [PR #45861: Fix M-RoPE device mismatch in Qwen3VL family under FSDP2 CPU offload](https://github.com/huggingface/transformers/pull/45861) — open
+- [PR #45770: Unwrap `text_config` in `AutoModelFor*.from_config`](https://github.com/huggingface/transformers/pull/45770) — closed, merged
+- [Issue #45902: `Qwen3_5MoeTextRotaryEmbedding.inv_freq` reads uninitialized memory after `meta → to_empty(cuda)` materialization](https://github.com/huggingface/transformers/issues/45902) — open
+- [Issue #45859: `Qwen3_5MoeTextRotaryEmbedding.forward` is not compatible with CPU offload](https://github.com/huggingface/transformers/issues/45859) — open
+- [Issue #45759: `AutoModelForCausalLM.from_config` does not unwrap `text_config` for composite Qwen 3.5 and 3.6 multimodal configs](https://github.com/huggingface/transformers/issues/45759) — closed
+
 ### `CharlieKerfoot`
 
 - profile: [github.com/CharlieKerfoot](https://github.com/CharlieKerfoot)
@@ -1461,32 +1487,6 @@ Example artifacts:
 - [Issue #44742: [Neuron] Compilation-friendly generation loop](https://github.com/huggingface/transformers/issues/44742) — open
 - [Issue #44741: [Neuron] Improve transformers compatibility with AWS Neuron devices](https://github.com/huggingface/transformers/issues/44741) — closed
 
-### `jamesbraza`
-
-- profile: [github.com/jamesbraza](https://github.com/jamesbraza)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza)
-- repo first seen: `2026-04-23T00:37:54Z`
-- repo last seen: `2026-05-11T23:01:34Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **9**
-- snapshot authored PRs/issues: **4 PRs / 5 issues**
-- snapshot discussion activity: **5 comments / 3 reviews / 3 review comments**
-- account age: **4221 days**
-- recent public PR activity: **36 PRs** (32 merged / 2 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **6%**, open rate **6%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
-
-Example artifacts:
-- [PR #45861: Fix M-RoPE device mismatch in Qwen3VL family under FSDP2 CPU offload](https://github.com/huggingface/transformers/pull/45861) — open
-- [PR #45770: Unwrap `text_config` in `AutoModelFor*.from_config`](https://github.com/huggingface/transformers/pull/45770) — closed, merged
-- [PR #45760: End-to-end test of Gemma 3 + FA2 construction](https://github.com/huggingface/transformers/pull/45760) — closed
-- [Issue #45902: `Qwen3_5MoeTextRotaryEmbedding.inv_freq` reads uninitialized memory after `meta → to_empty(cuda)` materialization](https://github.com/huggingface/transformers/issues/45902) — open
-- [Issue #45859: `Qwen3_5MoeTextRotaryEmbedding.forward` is not compatible with CPU offload](https://github.com/huggingface/transformers/issues/45859) — open
-- [Issue #45759: `AutoModelForCausalLM.from_config` does not unwrap `text_config` for composite Qwen 3.5 and 3.6 multimodal configs](https://github.com/huggingface/transformers/issues/45759) — closed
-
 ### `paulinebm`
 
 - profile: [github.com/paulinebm](https://github.com/paulinebm)
@@ -4347,6 +4347,28 @@ Example artifacts:
 - [PR #45176: added efficietvitsam model to HF](https://github.com/huggingface/transformers/pull/45176) — open
 - [Issue #45175: Feature request: Add EfficientViT-SAM (efficientvitsam) to Transformers](https://github.com/huggingface/transformers/issues/45175) — open
 
+### `nealwu`
+
+- profile: [github.com/nealwu](https://github.com/nealwu)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Anealwu)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anealwu)
+- repo first seen: `2026-05-12T03:11:36Z`
+- repo last seen: `2026-05-12T03:18:27Z`
+- first seen in snapshot: **yes**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **5508 days**
+- recent public PR activity: **7 PRs** (7 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- public orgs: `thinking-machines-lab`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #45908: Forward `revision` to `list_repo_files` in tokenizer loading](https://github.com/huggingface/transformers/pull/45908) — closed, merged
+- [Issue #45907: Our `tinker-cookbook` CI broke: `list_repo_files` should forward the `revision` argument](https://github.com/huggingface/transformers/issues/45907) — closed
+
 ### `ntenenz`
 
 - profile: [github.com/ntenenz](https://github.com/ntenenz)
@@ -7528,27 +7550,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45729: fix: AutoConfig reloads wrong class after save_pretrained + local register](https://github.com/huggingface/transformers/pull/45729) — open
 
-### `shaealh`
-
-- profile: [github.com/shaealh](https://github.com/shaealh)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ashaealh)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ashaealh)
-- repo first seen: `2026-03-13T05:05:01Z`
-- repo last seen: `2026-04-27T03:52:58Z`
-- 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**
-- account age: **70 days**
-- recent public PR activity: **5 PRs** (2 merged / 1 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **20%**, open rate **40%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #44650: Fix Seq2SeqTrainer generation path for decoder-only models](https://github.com/huggingface/transformers/pull/44650) — open
-
 ### `shhKnight30`
 
 - profile: [github.com/shhKnight30](https://github.com/shhKnight30)

new_contributors.parquet

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+size 63224

pr-scope-clusters.json

@@ -1,8 +1,8 @@
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-  "cluster_count": 49,
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@@ -19,7 +19,7 @@
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       "representative_pr_number": 45067,
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+      "average_similarity": 0.416,
       "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
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@@ -33,7 +33,7 @@
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+      "summary": "5 open PRs share weighted file overlap around `src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py`, `src/transformers/models/glm46v/modeling_glm46v.py`, `src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py`; representative PR #45396.",
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-        "src/transformers/models/glm_image/modular_glm_image.py",
+        "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py",
+        "src/transformers/models/glm46v/modeling_glm46v.py",
+        "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
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         "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
-        "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
+        "src/transformers/models/glm4v/modular_glm4v.py",
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-        "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py"
+        "src/transformers/models/qwen2_vl/modeling_qwen2_vl.py"
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+        "src/transformers/models/glm46v",
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@@ -1333,43 +1333,43 @@
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+            "src/transformers/models/deepseek_vl_hybrid/modular_deepseek_vl_hybrid.py",
+            "src/transformers/models/emu3/modeling_emu3.py",
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+            "src/transformers/models/aya_vision",
+            "src/transformers/models/blip_2",
+            "src/transformers/models/chameleon",
+            "src/transformers/models/cohere2_vision",
+            "src/transformers/models/deepseek_vl",
+            "src/transformers/models/deepseek_vl_hybrid",
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-            "src/transformers/models/qwen2_5_vl",
-            "src/transformers/models/qwen2_vl",
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             "src/transformers/models/glm4v/modeling_glm4v.py",
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             "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
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-            "src/transformers/models/glm_ocr/modular_glm_ocr.py",
             "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
+            "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py",
             "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
             "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py"
           ],
           "shared_directories": [
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+            "src/transformers/models/glm46v",
             "src/transformers/models/glm4v",
             "src/transformers/models/glm4v_moe",
-            "src/transformers/models/glm_image",
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@@ -1467,8 +1467,8 @@
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@@ -1498,30 +1498,30 @@
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           "shared_filenames": [
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+            "src/transformers/models/glm46v/modeling_glm46v.py",
             "src/transformers/models/glm4v/modeling_glm4v.py",
+            "src/transformers/models/glm4v/modular_glm4v.py",
             "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
-            "src/transformers/models/glm_image/modeling_glm_image.py",
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             "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
             "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
+            "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py",
             "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
-            "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py",
-            "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py"
+            "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py"
           ],
           "shared_directories": [
             "src/transformers/models/ernie4_5_vl_moe",
+            "src/transformers/models/glm46v",
             "src/transformers/models/glm4v",
             "src/transformers/models/glm4v_moe",
-            "src/transformers/models/glm_image",
             "src/transformers/models/glm_ocr",
             "src/transformers/models/paddleocr_vl",
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@@ -1532,29 +1532,29 @@
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-          "breadth_similarity": 0.266,
-          "concentration_similarity": 0.866,
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+          "size_similarity": 0.058,
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           "shared_filenames": [
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+            "src/transformers/models/glm46v/modeling_glm46v.py",
             "src/transformers/models/glm4v/modeling_glm4v.py",
+            "src/transformers/models/glm4v/modular_glm4v.py",
             "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
-            "src/transformers/models/glm_image/modeling_glm_image.py",
-            "src/transformers/models/glm_image/modular_glm_image.py",
             "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
-            "src/transformers/models/glm_ocr/modular_glm_ocr.py",
             "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
+            "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py",
             "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
             "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py"
           ],
           "shared_directories": [
             "src/transformers/models/ernie4_5_vl_moe",
+            "src/transformers/models/glm46v",
             "src/transformers/models/glm4v",
             "src/transformers/models/glm4v_moe",
-            "src/transformers/models/glm_image",
             "src/transformers/models/glm_ocr",
             "src/transformers/models/paddleocr_vl",
             "src/transformers/models/qwen2_5_omni",
@@ -1848,123 +1848,6 @@
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-        45548,
-        45649,
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-      "average_similarity": 0.49,
-      "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45342.",
-      "shared_filenames": [
-        "src/transformers/modeling_utils.py"
-      ],
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-        "src/transformers",
-        "src"
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-          "shared_directories": [
-            "src/transformers",
-            "src"
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-        },
-        {
-          "left_pr_number": 45342,
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-          "size_similarity": 0.875,
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-          "shared_filenames": [
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-          "shared_directories": [
-            "src/transformers",
-            "src"
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-        {
-          "left_pr_number": 45649,
-          "right_pr_number": 45655,
-          "similarity": 0.503,
-          "content_similarity": 0.338,
-          "size_similarity": 0.778,
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-          "shared_filenames": [
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-          "shared_directories": [
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-            "src"
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-        },
-        {
-          "left_pr_number": 45548,
-          "right_pr_number": 45649,
-          "similarity": 0.384,
-          "content_similarity": 0.338,
-          "size_similarity": 0.149,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
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-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 45342,
-          "right_pr_number": 45548,
-          "similarity": 0.345,
-          "content_similarity": 0.278,
-          "size_similarity": 0.17,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/modeling_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 45548,
-          "right_pr_number": 45655,
-          "similarity": 0.345,
-          "content_similarity": 0.273,
-          "size_similarity": 0.191,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 1.0,
-          "shared_filenames": [
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-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-44974-4",
       "pr_numbers": [
@@ -1974,7 +1857,7 @@
         45794
       ],
       "representative_pr_number": 45635,
-      "average_similarity": 0.423,
+      "average_similarity": 0.422,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`; representative PR #45635.",
       "shared_filenames": [
         "src/transformers/core_model_loading.py",
@@ -1990,8 +1873,8 @@
         {
           "left_pr_number": 44974,
           "right_pr_number": 45635,
-          "similarity": 0.722,
-          "content_similarity": 0.725,
+          "similarity": 0.724,
+          "content_similarity": 0.727,
           "size_similarity": 0.59,
           "breadth_similarity": 0.8,
           "concentration_similarity": 0.929,
@@ -2009,8 +1892,8 @@
         {
           "left_pr_number": 45635,
           "right_pr_number": 45794,
-          "similarity": 0.458,
-          "content_similarity": 0.544,
+          "similarity": 0.457,
+          "content_similarity": 0.542,
           "size_similarity": 0.02,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.814,
@@ -2041,8 +1924,8 @@
         {
           "left_pr_number": 44974,
           "right_pr_number": 45794,
-          "similarity": 0.332,
-          "content_similarity": 0.38,
+          "similarity": 0.33,
+          "content_similarity": 0.378,
           "size_similarity": 0.012,
           "breadth_similarity": 0.267,
           "concentration_similarity": 0.743,
@@ -2057,8 +1940,8 @@
         {
           "left_pr_number": 44974,
           "right_pr_number": 45756,
-          "similarity": 0.32,
-          "content_similarity": 0.365,
+          "similarity": 0.319,
+          "content_similarity": 0.364,
           "size_similarity": 0.004,
           "breadth_similarity": 0.267,
           "concentration_similarity": 0.743,
@@ -2073,8 +1956,8 @@
         {
           "left_pr_number": 45635,
           "right_pr_number": 45756,
-          "similarity": 0.29,
-          "content_similarity": 0.306,
+          "similarity": 0.289,
+          "content_similarity": 0.305,
           "size_similarity": 0.007,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.814,
@@ -2097,7 +1980,7 @@
         45899
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.362,
+      "average_similarity": 0.361,
       "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -2110,8 +1993,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44550,
-          "similarity": 0.392,
-          "content_similarity": 0.131,
+          "similarity": 0.391,
+          "content_similarity": 0.13,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2126,8 +2009,8 @@
         {
           "left_pr_number": 44407,
           "right_pr_number": 44550,
-          "similarity": 0.363,
-          "content_similarity": 0.099,
+          "similarity": 0.362,
+          "content_similarity": 0.098,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2141,8 +2024,8 @@
         {
           "left_pr_number": 44550,
           "right_pr_number": 45899,
-          "similarity": 0.363,
-          "content_similarity": 0.099,
+          "similarity": 0.362,
+          "content_similarity": 0.098,
           "size_similarity": 0.955,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2157,7 +2040,7 @@
           "left_pr_number": 33686,
           "right_pr_number": 44407,
           "similarity": 0.352,
-          "content_similarity": 0.084,
+          "content_similarity": 0.083,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2171,8 +2054,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 45899,
-          "similarity": 0.352,
-          "content_similarity": 0.084,
+          "similarity": 0.351,
+          "content_similarity": 0.083,
           "size_similarity": 0.955,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2186,7 +2069,7 @@
         {
           "left_pr_number": 44407,
           "right_pr_number": 45899,
-          "similarity": 0.349,
+          "similarity": 0.348,
           "content_similarity": 0.088,
           "size_similarity": 0.913,
           "breadth_similarity": 1.0,
@@ -2225,7 +2108,7 @@
         {
           "left_pr_number": 44066,
           "right_pr_number": 44722,
-          "similarity": 0.969,
+          "similarity": 0.97,
           "content_similarity": 0.968,
           "size_similarity": 0.959,
           "breadth_similarity": 1.0,
@@ -2263,8 +2146,8 @@
         {
           "left_pr_number": 44066,
           "right_pr_number": 44085,
-          "similarity": 0.918,
-          "content_similarity": 0.963,
+          "similarity": 0.919,
+          "content_similarity": 0.964,
           "size_similarity": 0.979,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.944,
@@ -2288,7 +2171,7 @@
         44676
       ],
       "representative_pr_number": 44059,
-      "average_similarity": 0.572,
+      "average_similarity": 0.568,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
       "shared_filenames": [
         "src/transformers/models/gpt2/modeling_gpt2.py"
@@ -2303,8 +2186,8 @@
         {
           "left_pr_number": 44059,
           "right_pr_number": 44676,
-          "similarity": 0.683,
-          "content_similarity": 0.748,
+          "similarity": 0.678,
+          "content_similarity": 0.74,
           "size_similarity": 0.062,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2321,8 +2204,8 @@
         {
           "left_pr_number": 44015,
           "right_pr_number": 44059,
-          "similarity": 0.615,
-          "content_similarity": 0.68,
+          "similarity": 0.614,
+          "content_similarity": 0.678,
           "size_similarity": 0.543,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.488,
@@ -2339,8 +2222,8 @@
         {
           "left_pr_number": 44015,
           "right_pr_number": 44676,
-          "similarity": 0.418,
-          "content_similarity": 0.508,
+          "similarity": 0.414,
+          "content_similarity": 0.501,
           "size_similarity": 0.034,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.488,
@@ -2581,7 +2464,7 @@
           "left_pr_number": 42975,
           "right_pr_number": 42976,
           "similarity": 0.412,
-          "content_similarity": 0.408,
+          "content_similarity": 0.409,
           "size_similarity": 0.101,
           "breadth_similarity": 0.606,
           "concentration_similarity": 1.0,
@@ -2609,7 +2492,7 @@
         44872
       ],
       "representative_pr_number": 34667,
-      "average_similarity": 0.469,
+      "average_similarity": 0.468,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -2623,8 +2506,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 39683,
-          "similarity": 0.535,
-          "content_similarity": 0.447,
+          "similarity": 0.534,
+          "content_similarity": 0.446,
           "size_similarity": 0.478,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2640,8 +2523,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 44872,
-          "similarity": 0.444,
-          "content_similarity": 0.362,
+          "similarity": 0.443,
+          "content_similarity": 0.361,
           "size_similarity": 0.273,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2657,8 +2540,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 44872,
-          "similarity": 0.429,
-          "content_similarity": 0.371,
+          "similarity": 0.428,
+          "content_similarity": 0.37,
           "size_similarity": 0.13,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2766,7 +2649,7 @@
           "left_pr_number": 43875,
           "right_pr_number": 45846,
           "similarity": 0.572,
-          "content_similarity": 0.584,
+          "content_similarity": 0.585,
           "size_similarity": 0.1,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.963,
@@ -2815,6 +2698,74 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45548-3",
+      "pr_numbers": [
+        45548,
+        45649,
+        45655
+      ],
+      "representative_pr_number": 45649,
+      "average_similarity": 0.415,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
+      "shared_filenames": [
+        "src/transformers/modeling_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45649,
+          "right_pr_number": 45655,
+          "similarity": 0.508,
+          "content_similarity": 0.344,
+          "size_similarity": 0.778,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45548,
+          "right_pr_number": 45649,
+          "similarity": 0.387,
+          "content_similarity": 0.342,
+          "size_similarity": 0.149,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45548,
+          "right_pr_number": 45655,
+          "similarity": 0.349,
+          "content_similarity": 0.279,
+          "size_similarity": 0.191,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/modeling_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44385-3",
       "pr_numbers": [
@@ -2855,7 +2806,7 @@
           "left_pr_number": 44385,
           "right_pr_number": 44615,
           "similarity": 0.403,
-          "content_similarity": 0.329,
+          "content_similarity": 0.33,
           "size_similarity": 0.371,
           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2894,11 +2845,11 @@
         44068
       ],
       "representative_pr_number": 44018,
-      "average_similarity": 0.989,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/gpt_neo/modeling_gpt_neo.py`, `tests/models/gpt_neo/test_modeling_gpt_neo.py`; representative PR #44018.",
+      "average_similarity": 0.988,
+      "summary": "2 open PRs share weighted file overlap around `tests/models/gpt_neo/test_modeling_gpt_neo.py`, `src/transformers/models/gpt_neo/modeling_gpt_neo.py`; representative PR #44018.",
       "shared_filenames": [
-        "src/transformers/models/gpt_neo/modeling_gpt_neo.py",
-        "tests/models/gpt_neo/test_modeling_gpt_neo.py"
+        "tests/models/gpt_neo/test_modeling_gpt_neo.py",
+        "src/transformers/models/gpt_neo/modeling_gpt_neo.py"
       ],
       "shared_directories": [
         "src/transformers/models/gpt_neo",
@@ -2913,7 +2864,7 @@
         {
           "left_pr_number": 44018,
           "right_pr_number": 44068,
-          "similarity": 0.989,
+          "similarity": 0.988,
           "content_similarity": 0.998,
           "size_similarity": 0.932,
           "breadth_similarity": 1.0,
@@ -3107,17 +3058,17 @@
         43775
       ],
       "representative_pr_number": 43543,
-      "average_similarity": 0.82,
+      "average_similarity": 0.819,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`; representative PR #43543.",
       "shared_filenames": [
         "src/transformers/models/jetmoe/modeling_jetmoe.py",
         "src/transformers/models/dbrx/modeling_dbrx.py",
         "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
-        "src/transformers/models/jamba/modeling_jamba.py",
         "src/transformers/models/minimax_m2/modeling_minimax_m2.py",
         "src/transformers/models/mixtral/modular_mixtral.py",
         "src/transformers/models/phimoe/modeling_phimoe.py",
-        "src/transformers/models/flex_olmo/modeling_flex_olmo.py"
+        "src/transformers/models/flex_olmo/modeling_flex_olmo.py",
+        "src/transformers/models/jamba/modeling_jamba.py"
       ],
       "shared_directories": [
         "src/transformers/models/jetmoe",
@@ -3126,15 +3077,15 @@
         "src/transformers/models/minimax_m2",
         "src/transformers/models/phimoe",
         "src/transformers/models/flex_olmo",
-        "src/transformers/models/jamba",
-        "src/transformers/models/mixtral"
+        "src/transformers/models/mixtral",
+        "src/transformers/models/qwen3_moe"
       ],
       "pairwise": [
         {
           "left_pr_number": 43543,
           "right_pr_number": 43775,
-          "similarity": 0.82,
-          "content_similarity": 0.914,
+          "similarity": 0.819,
+          "content_similarity": 0.913,
           "size_similarity": 0.2,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3210,6 +3161,67 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45861-2",
+      "pr_numbers": [
+        45861,
+        45903
+      ],
+      "representative_pr_number": 45861,
+      "average_similarity": 0.811,
+      "summary": "2 open PRs share weighted file overlap around `tests/models/qwen3_vl/test_modeling_qwen3_vl.py`, `src/transformers/models/qwen3_vl/modular_qwen3_vl.py`, `src/transformers/models/qwen3_vl/modeling_qwen3_vl.py`; representative PR #45861.",
+      "shared_filenames": [
+        "tests/models/qwen3_vl/test_modeling_qwen3_vl.py",
+        "src/transformers/models/qwen3_vl/modular_qwen3_vl.py",
+        "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py",
+        "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py",
+        "src/transformers/models/qwen3_vl_moe/modeling_qwen3_vl_moe.py",
+        "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
+        "src/transformers/models/qwen3_omni_moe/modeling_qwen3_omni_moe.py"
+      ],
+      "shared_directories": [
+        "src/transformers/models/qwen3_vl_moe",
+        "src/transformers/models/qwen3_5_moe",
+        "src/transformers/models/qwen3_vl",
+        "src/transformers/models/qwen3_5",
+        "src/transformers/models/qwen3_omni_moe",
+        "tests/models/qwen3_vl",
+        "src/transformers/models",
+        "tests/models"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45861,
+          "right_pr_number": 45903,
+          "similarity": 0.811,
+          "content_similarity": 0.888,
+          "size_similarity": 0.359,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.718,
+          "shared_filenames": [
+            "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
+            "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py",
+            "src/transformers/models/qwen3_omni_moe/modeling_qwen3_omni_moe.py",
+            "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py",
+            "src/transformers/models/qwen3_vl/modular_qwen3_vl.py",
+            "src/transformers/models/qwen3_vl_moe/modeling_qwen3_vl_moe.py",
+            "tests/models/qwen3_vl/test_modeling_qwen3_vl.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/qwen3_5",
+            "src/transformers/models/qwen3_5_moe",
+            "src/transformers/models/qwen3_omni_moe",
+            "src/transformers/models/qwen3_vl",
+            "src/transformers/models/qwen3_vl_moe",
+            "src/transformers/models",
+            "tests/models/qwen3_vl",
+            "src/transformers",
+            "tests/models",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45639-2",
       "pr_numbers": [
@@ -3508,14 +3520,14 @@
         45513
       ],
       "representative_pr_number": 45034,
-      "average_similarity": 0.592,
+      "average_similarity": 0.59,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/qwen3_next/modular_qwen3_next.py`, `tests/models/qwen3_5/test_modeling_qwen3_5.py`, `src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py`; representative PR #45034.",
       "shared_filenames": [
         "src/transformers/models/qwen3_next/modular_qwen3_next.py",
         "tests/models/qwen3_5/test_modeling_qwen3_5.py",
         "src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py",
-        "src/transformers/models/qwen3_next/modeling_qwen3_next.py",
         "src/transformers/models/qwen3_5/modular_qwen3_5.py",
+        "src/transformers/models/qwen3_next/modeling_qwen3_next.py",
         "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py",
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