Refresh transformers dataset snapshot 20260513T000101Z

README.md

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 - eval set creation
 
 Notes:
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@@ -21142,6 +21198,63 @@
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+            "title": "Fix AutoTokenizer using wrong tokenizer class for olmo2, granite, granitemoehybrid, hyperclovax, and ernie models",
+            "url": "https://github.com/huggingface/transformers/pull/45924",
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@@ -22341,63 +22454,6 @@
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-            "url": "https://github.com/huggingface/transformers/pull/44686",
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@@ -22414,12 +22470,12 @@
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       "account_age_days": 4442,
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       "follow_through_score": "mixed",
@@ -22740,63 +22796,6 @@
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new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260512T180027Z`
-- Generated: `2026-05-12T18:02:43Z`
+- Snapshot: `20260513T000101Z`
+- Generated: `2026-05-13T00:01:52Z`
 - Activity window: `60d`
 - Contributors: `349`
 
@@ -21,7 +21,7 @@
 | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 42 | 0 | strong | low | low | targets high-star repos |
 | `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 |
+| `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-10-03T15:26:01Z` | 28 | 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 |
@@ -153,6 +153,7 @@
 | `baonudesifeizhai` | [profile](https://github.com/baonudesifeizhai) | no | FIRST_TIME_CONTRIBUTOR | 1781d | `2026-02-10T01:32:32Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
 | `bigshanedogg` | [profile](https://github.com/bigshanedogg) | no | CONTRIBUTOR | 3673d | `2026-03-23T19:34:30Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `ghost` | [profile](https://github.com/ghost) | no | NONE | 6553d | `2024-05-09T10:45:25Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars |
+| `kndtran` | [profile](https://github.com/kndtran) | no | FIRST_TIME_CONTRIBUTOR | 3650d | `2026-05-06T18:23:26Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `m-matthias` | [profile](https://github.com/m-matthias) | no | CONTRIBUTOR | 3768d | `2026-03-19T12:56:22Z` | 1 | 2 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `oleksii-tumanov` | [profile](https://github.com/oleksii-tumanov) | no | FIRST_TIME_CONTRIBUTOR | 4519d | `2026-04-22T03:12:11Z` | 1 | 2 | mixed | moderate | low | high recent PR volume |
 | `ouroborosscr` | [profile](https://github.com/ouroborosscr) | no | FIRST_TIMER | 1967d | `2026-03-21T15:38:54Z` | 1 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -178,11 +179,9 @@
 | `jesperschlegel` | [profile](https://github.com/jesperschlegel) | no | FIRST_TIME_CONTRIBUTOR | 3705d | `2026-04-07T17:51:38Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `josh-kean` | [profile](https://github.com/josh-kean) | no | FIRST_TIME_CONTRIBUTOR | 2847d | `2026-03-22T17:57:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `KeitaW` | [profile](https://github.com/KeitaW) | no | CONTRIBUTOR | 4241d | `2026-04-20T02:00:45Z` | 1 | 1 | mixed | moderate | low | high open PR share |
-| `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) | no | 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 |
 | `ronansgd` | [profile](https://github.com/ronansgd) | no | FIRST_TIME_CONTRIBUTOR | 2195d | `2026-04-22T08:50:02Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -191,7 +190,7 @@
 | `Tokarak` | [profile](https://github.com/Tokarak) | no | CONTRIBUTOR | 2200d | `2026-04-19T17:22:36Z` | 1 | 1 | weak | low | low | high open PR share |
 | `zhulinchng` | [profile](https://github.com/zhulinchng) | no | CONTRIBUTOR | 3429d | `2026-03-19T01:40:58Z` | 1 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `ZSLsherly` | [profile](https://github.com/ZSLsherly) | no | FIRST_TIMER | 975d | `2026-04-15T03:09:38Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `1fanwang` | [profile](https://github.com/1fanwang) | yes | FIRST_TIME_CONTRIBUTOR | 3545d | `2026-05-12T13:51:52Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
+| `1fanwang` | [profile](https://github.com/1fanwang) | no | FIRST_TIME_CONTRIBUTOR | 3545d | `2026-05-12T13:51:52Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `aaronmjz` | [profile](https://github.com/aaronmjz) | no | FIRST_TIMER | 1072d | `2026-05-10T17:17:58Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `aarushisingh04` | [profile](https://github.com/aarushisingh04) | no | CONTRIBUTOR | 1351d | `2026-03-27T18:26:03Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
 | `aashirpersonal` | [profile](https://github.com/aashirpersonal) | no | NONE | 957d | `2026-03-15T16:52:03Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -252,6 +251,7 @@
 | `glegendre01` | [profile](https://github.com/glegendre01) | no | MEMBER | 1282d | `2026-04-21T12:37:31Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `GopalGB` | [profile](https://github.com/GopalGB) | no | NONE | 2136d | `2026-04-30T04:04:10Z` | 1 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `GuaiZai233` | [profile](https://github.com/GuaiZai233) | no | CONTRIBUTOR | 821d | `2026-04-28T15:36:03Z` | 1 | 0 | strong | low | low | — |
+| `guarin` | [profile](https://github.com/guarin) | yes | MEMBER | 2794d | `2026-05-12T18:20:58Z` | 1 | 0 | strong | low | low | — |
 | `hanouticelina` | [profile](https://github.com/hanouticelina) | no | MEMBER | 2974d | `2026-04-10T11:59:37Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `harryfrzz` | [profile](https://github.com/harryfrzz) | no | FIRST_TIME_CONTRIBUTOR | 735d | `2026-05-09T15:53:39Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `HelloAnner` | [profile](https://github.com/HelloAnner) | no | NONE | 1658d | `2026-04-11T06:22:52Z` | 1 | 0 | mixed | low | low | — |
@@ -262,6 +262,7 @@
 | `Hyungkeun-Park-Nota` | [profile](https://github.com/Hyungkeun-Park-Nota) | no | CONTRIBUTOR | 421d | `2026-03-25T01:19:59Z` | 1 | 0 | mixed | low | low | — |
 | `i3hz` | [profile](https://github.com/i3hz) | no | CONTRIBUTOR | 961d | `2026-02-18T04:04:37Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `IgnazioDS` | [profile](https://github.com/IgnazioDS) | no | NONE | 1078d | `2026-03-30T19:13:52Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
+| `igordertigor` | [profile](https://github.com/igordertigor) | yes | FIRST_TIME_CONTRIBUTOR | 5665d | `2026-05-12T19:17:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `IMvision12` | [profile](https://github.com/IMvision12) | no | CONTRIBUTOR | 1735d | `2026-05-10T21:08:04Z` | 1 | 0 | strong | low | low | high recent PR volume |
 | `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `Jeevang1-epic` | [profile](https://github.com/Jeevang1-epic) | no | CONTRIBUTOR | 207d | `2026-04-24T19:22:05Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
@@ -317,6 +318,7 @@
 | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 1 | 0 | mixed | low | low | — |
 | `Ratwood98` | [profile](https://github.com/Ratwood98) | no | CONTRIBUTOR | 1899d | `2026-05-07T23:30:45Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `RicardoLee510520` | [profile](https://github.com/RicardoLee510520) | no | FIRST_TIMER | 168d | `2026-03-19T06:30:53Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
+| `rmotgi1227` | [profile](https://github.com/rmotgi1227) | yes | FIRST_TIME_CONTRIBUTOR | 295d | `2026-05-12T21:21:10Z` | 1 | 0 | mixed | moderate | low | young account; targets high-star repos |
 | `RobTand` | [profile](https://github.com/RobTand) | no | NONE | 3405d | `2026-05-02T19:12:41Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `roycho96` | [profile](https://github.com/roycho96) | no | FIRST_TIME_CONTRIBUTOR | 2160d | `2026-03-20T15:08:32Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `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 |
@@ -338,14 +340,12 @@
 | `Spectual` | [profile](https://github.com/Spectual) | no | NONE | 1537d | `2026-04-16T06:54:56Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
 | `stationeros` | [profile](https://github.com/stationeros) | no | FIRST_TIME_CONTRIBUTOR | 1336d | `2026-04-25T08:47:25Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 79d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
-| `tejasae-afk` | [profile](https://github.com/tejasae-afk) | no | NONE | 408d | `2026-03-13T21:22:07Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
-| `tengomucho` | [profile](https://github.com/tengomucho) | yes | MEMBER | 4442d | `2026-04-29T09:26:52Z` | 1 | 0 | mixed | low | low | — |
+| `tengomucho` | [profile](https://github.com/tengomucho) | no | MEMBER | 4442d | `2026-04-29T09:26:52Z` | 1 | 0 | mixed | low | low | — |
 | `tianhaocui` | [profile](https://github.com/tianhaocui) | no | FIRST_TIME_CONTRIBUTOR | 2442d | `2026-04-19T10:27:36Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `TuringTux` | [profile](https://github.com/TuringTux) | no | CONTRIBUTOR | 2477d | `2026-05-06T16:55:33Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `vai-minzhou` | [profile](https://github.com/vai-minzhou) | no | CONTRIBUTOR | 723d | `2026-04-23T01:47:23Z` | 1 | 0 | mixed | low | low | high open PR share |
 | `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `vivekvar-dl` | [profile](https://github.com/vivekvar-dl) | no | NONE | 2072d | `2026-03-21T03:12:37Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
-| `vxa8502` | [profile](https://github.com/vxa8502) | no | NONE | 431d | `2026-03-13T22:49:59Z` | 1 | 0 | weak | low | low | targets high-star repos |
 | `w601sxs` | [profile](https://github.com/w601sxs) | no | FIRST_TIME_CONTRIBUTOR | 4837d | `2026-04-01T15:02:15Z` | 1 | 0 | mixed | low | low | — |
 | `xodn348` | [profile](https://github.com/xodn348) | no | FIRST_TIME_CONTRIBUTOR | 2352d | `2026-05-01T07:27:40Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `xr843` | [profile](https://github.com/xr843) | no | NONE | 1032d | `2026-03-18T23:53:54Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
@@ -659,12 +659,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ayonigozlan)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ayonigozlan)
 - repo first seen: `2025-10-03T15:26:01Z`
-- repo last seen: `2026-05-11T14:28:40Z`
+- repo last seen: `2026-05-12T22:22:48Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **27**
-- snapshot authored PRs/issues: **27 PRs / 0 issues**
-- snapshot discussion activity: **54 comments / 189 reviews / 369 review comments**
+- repo primary artifacts: **28**
+- snapshot authored PRs/issues: **28 PRs / 0 issues**
+- snapshot discussion activity: **56 comments / 189 reviews / 369 review comments**
 - account age: **1978 days**
 - recent public PR activity: **15 PRs** (11 merged / 0 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
 - public orgs: `huggingface`
@@ -672,9 +672,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #45922: Fix memory leaks caused by lru decorators in vision models](https://github.com/huggingface/transformers/pull/45922) — open
 - [PR #45828: [Weight converter] Revert unnecessary changes to `rename_source_key`](https://github.com/huggingface/transformers/pull/45828) — closed, merged
 - [PR #45692: [Fix Phi4 test] Fall back to model config for image processor when `trust_remote_code` is False](https://github.com/huggingface/transformers/pull/45692) — closed, merged
-- [PR #45661: [Weight Converter] More fine-grained mappings on classes, scoping for every transforms (including weight converter)](https://github.com/huggingface/transformers/pull/45661) — closed, merged
 
 ### `remi-or`
 
@@ -2982,12 +2982,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asdharani91)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asdharani91)
 - repo first seen: `2026-03-18T05:45:40Z`
-- repo last seen: `2026-05-11T23:23:55Z`
+- repo last seen: `2026-05-12T21:32:05Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **20 comments / 24 reviews / 24 review comments**
+- snapshot discussion activity: **21 comments / 24 reviews / 24 review comments**
 - account age: **3365 days**
 - recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
 - public orgs: none visible
@@ -3678,6 +3678,29 @@ Example artifacts:
 - [Issue #35905: Convert RT-DETR model to coreml](https://github.com/huggingface/transformers/issues/35905) — closed
 - [Issue #30725: Support for Multiple Datasets and Domain-Specific Loss Calculation in Trainer](https://github.com/huggingface/transformers/issues/30725) — open
 
+### `kndtran`
+
+- profile: [github.com/kndtran](https://github.com/kndtran)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akndtran)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akndtran)
+- repo first seen: `2026-05-06T18:23:26Z`
+- repo last seen: `2026-05-12T19:02:06Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **1 PRs / 2 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **3650 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 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; targets high-star repos**
+
+Example artifacts:
+- [PR #45813: fix: route Granite models to TokenizersBackend to preserve tokenizer.json pre-tokenizer](https://github.com/huggingface/transformers/pull/45813) — open
+- [Issue #45920: AutoTokenizer produces wrong token IDs for OLMo2, HyperClovaX, DeepSeek-R1-Distill-Llama, Yi, and others (v5 regression)](https://github.com/huggingface/transformers/issues/45920) — open
+- [Issue #45812: `AutoTokenizer` produces wrong token IDs for all Granite models (silent v4→v5 regression)](https://github.com/huggingface/transformers/issues/45812) — open
+
 ### `m-matthias`
 
 - profile: [github.com/m-matthias](https://github.com/m-matthias)
@@ -4232,28 +4255,6 @@ Example artifacts:
 - [PR #45519: [Trainer] Add ddp_static_graph option](https://github.com/huggingface/transformers/pull/45519) — closed, merged
 - [Issue #45518: Expose static_graph DDP flag via TrainingArguments](https://github.com/huggingface/transformers/issues/45518) — closed
 
-### `kndtran`
-
-- profile: [github.com/kndtran](https://github.com/kndtran)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akndtran)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akndtran)
-- repo first seen: `2026-05-06T18:23:26Z`
-- repo last seen: `2026-05-06T18:53:38Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3650 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 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; targets high-star repos**
-
-Example artifacts:
-- [PR #45813: fix: route Granite models to TokenizersBackend to preserve tokenizer.json pre-tokenizer](https://github.com/huggingface/transformers/pull/45813) — open
-- [Issue #45812: `AutoTokenizer` produces wrong token IDs for all Granite models (silent v4→v5 regression)](https://github.com/huggingface/transformers/issues/45812) — open
-
 ### `mango766`
 
 - profile: [github.com/mango766](https://github.com/mango766)
@@ -4320,28 +4321,6 @@ 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)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Antenenz)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Antenenz)
-- repo first seen: `2026-03-13T20:09:58Z`
-- repo last seen: `2026-03-16T20:11:48Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **1 comments / 4 reviews / 4 review comments**
-- account age: **4267 days**
-- recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
-- public orgs: `microsoft`
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44684: update flex attention to use `return_aux` instead of `return_lse` when torch verison >= 2.9](https://github.com/huggingface/transformers/pull/44684) — closed, merged
-- [Issue #44683: Compiled flex_attention fails on torch >= 2.9](https://github.com/huggingface/transformers/issues/44683) — closed
-
 ### `nunq`
 
 - profile: [github.com/nunq](https://github.com/nunq)
@@ -4525,7 +4504,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A1fanwang)
 - repo first seen: `2026-05-12T13:51:52Z`
 - repo last seen: `2026-05-12T13:51:52Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -5596,12 +5575,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AExile333)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AExile333)
 - repo first seen: `2026-04-30T16:23:49Z`
-- repo last seen: `2026-05-06T13:06:49Z`
+- repo last seen: `2026-05-12T20:22:10Z`
 - 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: **2 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
 - account age: **3582 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
@@ -5800,6 +5779,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45688: docs(README_zh-hans): clarify conditions for not using Transformers](https://github.com/huggingface/transformers/pull/45688) — closed, merged
 
+### `guarin`
+
+- profile: [github.com/guarin](https://github.com/guarin)
+- 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: `2026-05-12T18:20:58Z`
+- first seen in snapshot: **yes**
+- repo association: **MEMBER**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 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`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #45919: Add Sapiens2 Model](https://github.com/huggingface/transformers/pull/45919) — open, draft
+
 ### `hanouticelina`
 
 - profile: [github.com/hanouticelina](https://github.com/hanouticelina)
@@ -6010,6 +6010,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45129: fix(config): annotate PreTrainedConfig.dtype as Any to fix pydantic schema generation (#45070)](https://github.com/huggingface/transformers/pull/45129) — closed
 
+### `igordertigor`
+
+- profile: [github.com/igordertigor](https://github.com/igordertigor)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aigordertigor)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aigordertigor)
+- repo first seen: `2026-05-12T19:17:05Z`
+- repo last seen: `2026-05-12T19:17:05Z`
+- 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: **5665 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; targets high-star repos**
+
+Example artifacts:
+- [PR #45921: BUGFIX: Support hubert models that don't have conv_pos_batch_norm configured](https://github.com/huggingface/transformers/pull/45921) — open
+
 ### `IMvision12`
 
 - profile: [github.com/IMvision12](https://github.com/IMvision12)
@@ -7165,6 +7186,27 @@ Example artifacts:
 Example artifacts:
 - [PR #44846: [Docs] Update DeiT model card to new format](https://github.com/huggingface/transformers/pull/44846) — closed
 
+### `rmotgi1227`
+
+- profile: [github.com/rmotgi1227](https://github.com/rmotgi1227)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Armotgi1227)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Armotgi1227)
+- repo first seen: `2026-05-12T21:21:10Z`
+- repo last seen: `2026-05-12T21:21:10Z`
+- 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: **295 days**
+- recent public PR activity: **14 PRs** (6 merged / 3 closed-unmerged / 5 open; merged rate **43%**, closed-unmerged rate **21%**, open rate **36%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **young account; targets high-star repos**
+
+Example artifacts:
+- [PR #45924: Fix AutoTokenizer using wrong tokenizer class for olmo2, granite, granitemoehybrid, hyperclovax, and ernie models](https://github.com/huggingface/transformers/pull/45924) — open
+
 ### `RobTand`
 
 - profile: [github.com/RobTand](https://github.com/RobTand)
@@ -7606,27 +7648,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45223: Fix: ObjectDetectionPipeline batch inference only returns first image results](https://github.com/huggingface/transformers/pull/45223) — closed
 
-### `tejasae-afk`
-
-- profile: [github.com/tejasae-afk](https://github.com/tejasae-afk)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atejasae-afk)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atejasae-afk)
-- repo first seen: `2026-03-13T21:22:07Z`
-- repo last seen: `2026-03-13T21:22:07Z`
-- 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**
-- account age: **408 days**
-- recent public PR activity: **177 PRs** (35 merged / 126 closed-unmerged / 16 open; merged rate **20%**, closed-unmerged rate **71%**, open rate **9%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs**
-
-Example artifacts:
-- [PR #44686: Use safe_load in convert marian to pytorch](https://github.com/huggingface/transformers/pull/44686) — closed
-
 ### `tengomucho`
 
 - profile: [github.com/tengomucho](https://github.com/tengomucho)
@@ -7634,7 +7655,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atengomucho)
 - repo first seen: `2026-04-29T09:26:52Z`
 - repo last seen: `2026-05-12T14:58:11Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -7753,27 +7774,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44904: fix(granite_speech): convert int to float for multiplier fields in text_config](https://github.com/huggingface/transformers/pull/44904) — closed
 
-### `vxa8502`
-
-- profile: [github.com/vxa8502](https://github.com/vxa8502)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avxa8502)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avxa8502)
-- repo first seen: `2026-03-13T22:49:59Z`
-- repo last seen: `2026-03-16T22:53:13Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **431 days**
-- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #44687: Add explicit position_ids to GPT-Neo attention layers](https://github.com/huggingface/transformers/pull/44687) — closed
-
 ### `w601sxs`
 
 - profile: [github.com/w601sxs](https://github.com/w601sxs)

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ceed4d38fa895b7df09a7523004e85e485b5e32820bdef830fe48cf08a5e9b26
-size 62780
+oid sha256:16db889bebad3a7a043d9fba24030add666c7874e4803699545f74d5132d74c6
+size 62668

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260512T180027Z",
-  "generated_at": "2026-05-12T18:02:20Z",
+  "snapshot_id": "20260513T000101Z",
+  "generated_at": "2026-05-13T00:01:43Z",
   "cluster_count": 51,
   "pr_scope_clusters": [
     {
@@ -238,11 +238,11 @@
           ]
         },
         {
-          "left_pr_number": 43636,
+          "left_pr_number": 44660,
           "right_pr_number": 45067,
-          "similarity": 0.435,
-          "content_similarity": 0.312,
-          "size_similarity": 0.44,
+          "similarity": 0.436,
+          "content_similarity": 0.356,
+          "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -254,11 +254,11 @@
           ]
         },
         {
-          "left_pr_number": 44660,
+          "left_pr_number": 43636,
           "right_pr_number": 45067,
           "similarity": 0.435,
-          "content_similarity": 0.356,
-          "size_similarity": 0.24,
+          "content_similarity": 0.313,
+          "size_similarity": 0.44,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -417,7 +417,7 @@
           "left_pr_number": 43636,
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@@ -529,7 +529,7 @@
           "left_pr_number": 44123,
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           "similarity": 0.377,
-          "content_similarity": 0.308,
+          "content_similarity": 0.309,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -545,7 +545,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 44123,
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@@ -801,7 +801,7 @@
         {
           "left_pr_number": 45294,
           "right_pr_number": 45438,
-          "similarity": 0.757,
+          "similarity": 0.758,
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           "breadth_similarity": 1.0,
@@ -830,7 +830,7 @@
           "left_pr_number": 45606,
           "right_pr_number": 45817,
           "similarity": 0.605,
-          "content_similarity": 0.549,
+          "content_similarity": 0.55,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.768,
@@ -978,7 +978,7 @@
         {
           "left_pr_number": 45438,
           "right_pr_number": 45607,
-          "similarity": 0.17,
+          "similarity": 0.171,
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           "size_similarity": 0.098,
           "breadth_similarity": 0.225,
@@ -1642,6 +1642,138 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-41606-4",
+      "pr_numbers": [
+        41606,
+        44543,
+        45422,
+        45896
+      ],
+      "representative_pr_number": 44543,
+      "average_similarity": 0.453,
+      "summary": "4 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/test_tokenization_common.py`; representative PR #44543.",
+      "shared_filenames": [
+        "src/transformers/processing_utils.py",
+        "tests/test_processing_common.py",
+        "tests/test_tokenization_common.py",
+        "src/transformers/tokenization_utils_base.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
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+          "right_pr_number": 44543,
+          "similarity": 0.69,
+          "content_similarity": 0.668,
+          "size_similarity": 0.583,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.683,
+          "shared_filenames": [
+            "src/transformers/processing_utils.py",
+            "tests/test_processing_common.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 41606,
+          "right_pr_number": 45422,
+          "similarity": 0.503,
+          "content_similarity": 0.427,
+          "size_similarity": 0.569,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 0.881,
+          "shared_filenames": [
+            "src/transformers/processing_utils.py",
+            "tests/test_processing_common.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 44543,
+          "right_pr_number": 45422,
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+          "content_similarity": 0.467,
+          "size_similarity": 0.331,
+          "breadth_similarity": 0.75,
+          "concentration_similarity": 0.802,
+          "shared_filenames": [
+            "src/transformers/processing_utils.py",
+            "tests/test_processing_common.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 45422,
+          "right_pr_number": 45896,
+          "similarity": 0.463,
+          "content_similarity": 0.318,
+          "size_similarity": 0.806,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.72,
+          "shared_filenames": [
+            "src/transformers/processing_utils.py",
+            "src/transformers/tokenization_utils_base.py",
+            "tests/test_tokenization_common.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 44543,
+          "right_pr_number": 45896,
+          "similarity": 0.318,
+          "content_similarity": 0.217,
+          "size_similarity": 0.411,
+          "breadth_similarity": 0.583,
+          "concentration_similarity": 0.919,
+          "shared_filenames": [
+            "src/transformers/processing_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 41606,
+          "right_pr_number": 45896,
+          "similarity": 0.25,
+          "content_similarity": 0.079,
+          "size_similarity": 0.706,
+          "breadth_similarity": 0.583,
+          "concentration_similarity": 0.601,
+          "shared_filenames": [
+            "src/transformers/processing_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44974-4",
       "pr_numbers": [
@@ -1668,7 +1800,7 @@
           "left_pr_number": 44974,
           "right_pr_number": 45635,
           "similarity": 0.724,
-          "content_similarity": 0.728,
+          "content_similarity": 0.727,
           "size_similarity": 0.59,
           "breadth_similarity": 0.8,
           "concentration_similarity": 0.929,
@@ -1750,7 +1882,7 @@
         {
           "left_pr_number": 45635,
           "right_pr_number": 45756,
-          "similarity": 0.289,
+          "similarity": 0.288,
           "content_similarity": 0.305,
           "size_similarity": 0.007,
           "breadth_similarity": 0.333,
@@ -1891,7 +2023,7 @@
         45899
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.361,
+      "average_similarity": 0.363,
       "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -1904,8 +2036,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44550,
-          "similarity": 0.392,
-          "content_similarity": 0.131,
+          "similarity": 0.393,
+          "content_similarity": 0.133,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1920,8 +2052,8 @@
         {
           "left_pr_number": 44407,
           "right_pr_number": 44550,
-          "similarity": 0.363,
-          "content_similarity": 0.099,
+          "similarity": 0.364,
+          "content_similarity": 0.101,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1935,8 +2067,8 @@
         {
           "left_pr_number": 44550,
           "right_pr_number": 45899,
-          "similarity": 0.362,
-          "content_similarity": 0.099,
+          "similarity": 0.364,
+          "content_similarity": 0.101,
           "size_similarity": 0.955,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1950,8 +2082,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 44407,
-          "similarity": 0.352,
-          "content_similarity": 0.083,
+          "similarity": 0.353,
+          "content_similarity": 0.085,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1965,8 +2097,8 @@
         {
           "left_pr_number": 33686,
           "right_pr_number": 45899,
-          "similarity": 0.352,
-          "content_similarity": 0.084,
+          "similarity": 0.353,
+          "content_similarity": 0.085,
           "size_similarity": 0.955,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1980,8 +2112,8 @@
         {
           "left_pr_number": 44407,
           "right_pr_number": 45899,
-          "similarity": 0.349,
-          "content_similarity": 0.088,
+          "similarity": 0.35,
+          "content_similarity": 0.09,
           "size_similarity": 0.913,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2150,82 +2282,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-41606-3",
-      "pr_numbers": [
-        41606,
-        44543,
-        45422
-      ],
-      "representative_pr_number": 41606,
-      "average_similarity": 0.559,
-      "summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.",
-      "shared_filenames": [
-        "tests/test_processing_common.py",
-        "src/transformers/processing_utils.py"
-      ],
-      "shared_directories": [
-        "src/transformers",
-        "tests",
-        "src"
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-      "pairwise": [
-        {
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-          "right_pr_number": 44543,
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-          "content_similarity": 0.668,
-          "size_similarity": 0.583,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.683,
-          "shared_filenames": [
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-            "tests/test_processing_common.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src",
-            "tests"
-          ]
-        },
-        {
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-          "content_similarity": 0.422,
-          "size_similarity": 0.569,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 0.881,
-          "shared_filenames": [
-            "src/transformers/processing_utils.py",
-            "tests/test_processing_common.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src",
-            "tests"
-          ]
-        },
-        {
-          "left_pr_number": 44543,
-          "right_pr_number": 45422,
-          "similarity": 0.488,
-          "content_similarity": 0.462,
-          "size_similarity": 0.331,
-          "breadth_similarity": 0.75,
-          "concentration_similarity": 0.802,
-          "shared_filenames": [
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-          "shared_directories": [
-            "src/transformers",
-            "src",
-            "tests"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-43997-3",
       "pr_numbers": [
@@ -2560,7 +2616,7 @@
           "left_pr_number": 43875,
           "right_pr_number": 45846,
           "similarity": 0.573,
-          "content_similarity": 0.585,
+          "content_similarity": 0.586,
           "size_similarity": 0.1,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.963,
@@ -2595,7 +2651,7 @@
           "left_pr_number": 44893,
           "right_pr_number": 45846,
           "similarity": 0.333,
-          "content_similarity": 0.353,
+          "content_similarity": 0.352,
           "size_similarity": 0.058,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.543,
@@ -2609,6 +2665,150 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-43911-3",
+      "pr_numbers": [
+        43911,
+        45813,
+        45924
+      ],
+      "representative_pr_number": 45813,
+      "average_similarity": 0.422,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/auto/tokenization_auto.py`; representative PR #45813.",
+      "shared_filenames": [
+        "src/transformers/models/auto/tokenization_auto.py"
+      ],
+      "shared_directories": [
+        "src/transformers/models/auto",
+        "src/transformers/models",
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45813,
+          "right_pr_number": 45924,
+          "similarity": 0.54,
+          "content_similarity": 0.423,
+          "size_similarity": 0.625,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/models/auto/tokenization_auto.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/auto",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43911,
+          "right_pr_number": 45813,
+          "similarity": 0.37,
+          "content_similarity": 0.287,
+          "size_similarity": 0.125,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/models/auto/tokenization_auto.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/auto",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43911,
+          "right_pr_number": 45924,
+          "similarity": 0.357,
+          "content_similarity": 0.254,
+          "size_similarity": 0.2,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/models/auto/tokenization_auto.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/auto",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-44606-3",
+      "pr_numbers": [
+        44606,
+        45086,
+        45317
+      ],
+      "representative_pr_number": 45086,
+      "average_similarity": 0.413,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #45086.",
+      "shared_filenames": [
+        "src/transformers/tokenization_utils_tokenizers.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45086,
+          "right_pr_number": 45317,
+          "similarity": 0.47,
+          "content_similarity": 0.496,
+          "size_similarity": 0.222,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.778,
+          "shared_filenames": [
+            "src/transformers/tokenization_utils_tokenizers.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44606,
+          "right_pr_number": 45086,
+          "similarity": 0.416,
+          "content_similarity": 0.333,
+          "size_similarity": 0.222,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/tokenization_utils_tokenizers.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44606,
+          "right_pr_number": 45317,
+          "similarity": 0.354,
+          "content_similarity": 0.165,
+          "size_similarity": 1.0,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.778,
+          "shared_filenames": [
+            "src/transformers/tokenization_utils_tokenizers.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44385-3",
       "pr_numbers": [
@@ -2649,7 +2849,7 @@
           "left_pr_number": 44385,
           "right_pr_number": 44615,
           "similarity": 0.398,
-          "content_similarity": 0.322,
+          "content_similarity": 0.323,
           "size_similarity": 0.371,
           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2722,7 +2922,7 @@
         {
           "left_pr_number": 44981,
           "right_pr_number": 45917,
-          "similarity": 0.352,
+          "similarity": 0.353,
           "content_similarity": 0.106,
           "size_similarity": 0.87,
           "breadth_similarity": 1.0,
@@ -3144,7 +3344,7 @@
         45645
       ],
       "representative_pr_number": 45639,
-      "average_similarity": 0.782,
+      "average_similarity": 0.783,
       "summary": "2 open PRs share weighted file overlap around `tests/utils/test_testing_utils.py`, `src/transformers/testing_utils.py`; representative PR #45639.",
       "shared_filenames": [
         "tests/utils/test_testing_utils.py",
@@ -3160,7 +3360,7 @@
         {
           "left_pr_number": 45639,
           "right_pr_number": 45645,
-          "similarity": 0.782,
+          "similarity": 0.783,
           "content_similarity": 0.844,
           "size_similarity": 0.646,
           "breadth_similarity": 0.5,
@@ -3435,10 +3635,11 @@
         45513
       ],
       "representative_pr_number": 45034,
-      "average_similarity": 0.592,
-      "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.",
+      "average_similarity": 0.635,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/qwen3_next/modular_qwen3_next.py`, `tests/models/qwen3_next/test_modeling_qwen3_next.py`, `tests/models/qwen3_5/test_modeling_qwen3_5.py`; representative PR #45034.",
       "shared_filenames": [
         "src/transformers/models/qwen3_next/modular_qwen3_next.py",
+        "tests/models/qwen3_next/test_modeling_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",
@@ -3451,20 +3652,20 @@
         "src/transformers/models/qwen3_next",
         "src/transformers/models/qwen3_5_moe",
         "src/transformers/models/qwen3_5",
+        "tests/models/qwen3_next",
         "tests/models/qwen3_5",
         "src/transformers/models",
-        "tests/models",
-        "src/transformers"
+        "tests/models"
       ],
       "pairwise": [
         {
           "left_pr_number": 45034,
           "right_pr_number": 45513,
-          "similarity": 0.592,
-          "content_similarity": 0.585,
-          "size_similarity": 0.358,
-          "breadth_similarity": 0.892,
-          "concentration_similarity": 0.796,
+          "similarity": 0.635,
+          "content_similarity": 0.588,
+          "size_similarity": 0.676,
+          "breadth_similarity": 0.735,
+          "concentration_similarity": 0.962,
           "shared_filenames": [
             "src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py",
             "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
@@ -3472,7 +3673,8 @@
             "src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py",
             "src/transformers/models/qwen3_next/modeling_qwen3_next.py",
             "src/transformers/models/qwen3_next/modular_qwen3_next.py",
-            "tests/models/qwen3_5/test_modeling_qwen3_5.py"
+            "tests/models/qwen3_5/test_modeling_qwen3_5.py",
+            "tests/models/qwen3_next/test_modeling_qwen3_next.py"
           ],
           "shared_directories": [
             "src/transformers/models/olmo_hybrid",
@@ -3481,10 +3683,10 @@
             "src/transformers/models/qwen3_next",
             "src/transformers/models",
             "tests/models/qwen3_5",
+            "tests/models/qwen3_next",
             "src/transformers",
             "tests/models",
-            "src",
-            "tests"
+            "src"
           ]
         }
       ]
@@ -3620,15 +3822,15 @@
       ],
       "representative_pr_number": 44114,
       "average_similarity": 0.514,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/hubert/modeling_hubert.py`, `src/transformers/models/unispeech/modeling_unispeech.py`; representative PR #44114.",
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/unispeech/modeling_unispeech.py`, `src/transformers/models/unispeech_sat/modeling_unispeech_sat.py`; representative PR #44114.",
       "shared_filenames": [
         "src/transformers/models/data2vec/modeling_data2vec_audio.py",
-        "src/transformers/models/hubert/modeling_hubert.py",
         "src/transformers/models/unispeech/modeling_unispeech.py",
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