Refresh transformers dataset snapshot 20260610T120053Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260610T060026Z`
+- latest snapshot: `20260610T120053Z`
 - raw data only; no labels or moderation decisions
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-            "state": "closed",
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-          },
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       "name": "Bhargav Patel",
@@ -10527,14 +10528,14 @@
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       "repo_first_seen_at": "2026-02-05T02:43:45Z",
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@@ -12837,74 +12838,6 @@
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-            "url": "https://github.com/huggingface/transformers/pull/46323",
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@@ -13719,7 +13652,7 @@
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             "title": "Whisper generation fails on empty transcription after align_special_tokens",
             "url": "https://github.com/huggingface/transformers/issues/45584",
-            "state": "open",
+            "state": "closed",
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             "created_at": "2026-04-22T17:23:03Z"
@@ -16225,15 +16158,15 @@
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       "repo_first_seen_at": "2026-06-04T14:07:37Z",
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@@ -16265,8 +16198,8 @@
             "number": 46416,
             "title": "Fix missing Gemma4Processor._compute_audio_num_tokens",
             "url": "https://github.com/huggingface/transformers/pull/46416",
-            "state": "open",
-            "merged": false,
+            "state": "closed",
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@@ -17759,63 +17692,6 @@
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-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AHelloAnner",
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@@ -19756,63 +19632,6 @@
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new-contributors-report.md

@@ -1,15 +1,15 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260610T060026Z`
-- Generated: `2026-06-10T06:00:57Z`
+- Snapshot: `20260610T120053Z`
+- Generated: `2026-06-10T12:01:55Z`
 - Activity window: `60d`
-- Contributors: `346`
+- Contributors: `343`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 103 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 104 | 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` | 102 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 96 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 92 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
@@ -20,7 +20,7 @@
 | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 47 | 2 | mixed | low | low | targets high-star repos |
 | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 46 | 0 | strong | low | low | targets high-star repos |
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-10-14T03:02:06Z` | 40 | 1 | strong | moderate | low | targets high-star repos |
-| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 35 | 1 | strong | low | low | targets high-star repos |
+| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 37 | 1 | strong | low | low | targets high-star repos |
 | `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 34 | 20 | strong | low | low | targets high-star repos |
 | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 34 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
 | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-04-02T00:38:09Z` | 32 | 0 | strong | low | low | targets high-star repos |
@@ -84,6 +84,7 @@
 | `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
 | `nurpax` | [profile](https://github.com/nurpax) | no | CONTRIBUTOR | 5805d | `2026-04-24T14:04:02Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
+| `ishan-1010` | [profile](https://github.com/ishan-1010) | no | FIRST_TIME_CONTRIBUTOR | 1588d | `2026-06-01T06:07:21Z` | 2 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 2 | 1 | mixed | moderate | low | no visible non-self stars |
 | `Milan-Bhimani` | [profile](https://github.com/Milan-Bhimani) | no | FIRST_TIME_CONTRIBUTOR | 823d | `2026-04-30T06:10:00Z` | 2 | 1 | mixed | low | low | many recent closed-unmerged PRs |
 | `pcuenca` | [profile](https://github.com/pcuenca) | no | MEMBER | 5316d | `2024-04-23T13:23:10Z` | 2 | 1 | mixed | high | low | high recent PR volume; broad repo spread |
@@ -139,7 +140,6 @@
 | `sbucaille` | [profile](https://github.com/sbucaille) | no | CONTRIBUTOR | 3451d | `2025-03-21T09:38:40Z` | 4 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `ghost` | [profile](https://github.com/ghost) | no | NONE | 6553d | `2024-05-09T10:45:25Z` | 4 | 2 | weak | low | low | high open PR share; no visible non-self stars |
 | `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 508d | `2026-03-22T17:27:20Z` | 4 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
-| `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | 2913d | `2026-04-09T09:34:42Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `bhargav-patel-29` | [profile](https://github.com/bhargav-patel-29) | no | FIRST_TIME_CONTRIBUTOR | 267d | `2026-02-05T02:43:45Z` | 3 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -172,7 +172,6 @@
 | `dvdimitrov13` | [profile](https://github.com/dvdimitrov13) | no | FIRST_TIME_CONTRIBUTOR | 2296d | `2026-04-24T14:56:28Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `earino` | [profile](https://github.com/earino) | no | CONTRIBUTOR | 6609d | `2026-04-20T10:22:03Z` | 1 | 1 | strong | moderate | low | — |
 | `Incheonkirin` | [profile](https://github.com/Incheonkirin) | no | FIRST_TIME_CONTRIBUTOR | 2854d | `2026-06-09T11:35:01Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
-| `ishan-1010` | [profile](https://github.com/ishan-1010) | no | NONE | 1588d | `2026-06-01T06:07:21Z` | 1 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `jshn9515` | [profile](https://github.com/jshn9515) | no | FIRST_TIME_CONTRIBUTOR | 214d | `2026-05-29T22:55:56Z` | 1 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `julien-gadonneix` | [profile](https://github.com/julien-gadonneix) | no | NONE | 987d | `2026-06-02T15:31:42Z` | 1 | 1 | mixed | low | low | high open PR share |
 | `karnakarreddi` | [profile](https://github.com/karnakarreddi) | no | NONE | 3847d | `2026-05-20T05:12:29Z` | 1 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share |
@@ -228,7 +227,7 @@
 | `cheparity` | [profile](https://github.com/cheparity) | no | FIRST_TIME_CONTRIBUTOR | 1517d | `2026-06-03T05:18:26Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `chirag-gupta-07` | [profile](https://github.com/chirag-gupta-07) | no | FIRST_TIMER | 276d | `2026-05-11T05:43:53Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `cloudyun888` | [profile](https://github.com/cloudyun888) | no | NONE | 45d | `2026-04-15T13:18:36Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
-| `csantosbh` | [profile](https://github.com/csantosbh) | no | FIRST_TIME_CONTRIBUTOR | 5103d | `2026-06-04T14:07:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `csantosbh` | [profile](https://github.com/csantosbh) | no | CONTRIBUTOR | 5103d | `2026-06-04T14:07:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `damodharg6` | [profile](https://github.com/damodharg6) | no | FIRST_TIME_CONTRIBUTOR | 407d | `2026-05-15T03:01:55Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Danish08654` | [profile](https://github.com/Danish08654) | no | NONE | 561d | `2026-05-28T09:15:36Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `danyalahmed1995` | [profile](https://github.com/danyalahmed1995) | no | CONTRIBUTOR | 2355d | `2026-05-26T00:41:01Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
@@ -255,7 +254,6 @@
 | `Hannan-Komari` | [profile](https://github.com/Hannan-Komari) | no | NONE | 1308d | `2026-06-03T10:28:04Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
 | `Haris-bin-shakeel` | [profile](https://github.com/Haris-bin-shakeel) | no | NONE | 589d | `2026-06-08T18:36:43Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `harryfrzz` | [profile](https://github.com/harryfrzz) | no | NONE | 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 | — |
 | `henloworldowo` | [profile](https://github.com/henloworldowo) | no | FIRST_TIMER | 2d | `2026-05-04T05:53:33Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `huzama` | [profile](https://github.com/huzama) | no | NONE | 3081d | `2026-05-14T02:06:51Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -290,7 +288,6 @@
 | `Melnuno` | [profile](https://github.com/Melnuno) | no | NONE | 2376d | `2026-05-05T17:30:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Mi-Jiazhi` | [profile](https://github.com/Mi-Jiazhi) | no | FIRST_TIME_CONTRIBUTOR | 2414d | `2026-06-04T14:08:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `MinuriRajapakse` | [profile](https://github.com/MinuriRajapakse) | no | FIRST_TIME_CONTRIBUTOR | 1037d | `2026-04-29T06:12:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `mohamad-tohidi` | [profile](https://github.com/mohamad-tohidi) | no | NONE | 1013d | `2026-04-11T10:00:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `msdsm` | [profile](https://github.com/msdsm) | no | FIRST_TIME_CONTRIBUTOR | 2197d | `2026-06-06T10:53:47Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1527d | `2026-04-15T08:33:29Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `n0gu-furiosa` | [profile](https://github.com/n0gu-furiosa) | no | CONTRIBUTOR | 863d | `2026-06-04T05:04:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -364,11 +361,11 @@
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh)
 - repo first seen: `2025-03-31T13:54:54Z`
-- repo last seen: `2026-06-09T17:16:57Z`
+- repo last seen: `2026-06-10T09:36:05Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **103**
-- snapshot authored PRs/issues: **103 PRs / 0 issues**
+- repo primary artifacts: **104**
+- snapshot authored PRs/issues: **104 PRs / 0 issues**
 - snapshot discussion activity: **131 comments / 226 reviews / 155 review comments**
 - account age: **4938 days**
 - recent public PR activity: **52 PRs** (40 merged / 4 closed-unmerged / 8 open; merged rate **77%**, closed-unmerged rate **8%**, open rate **15%**)
@@ -377,9 +374,9 @@
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #46534: Fix buggy action sha pin](https://github.com/huggingface/transformers/pull/46534) — open
 - [PR #46529: [DON'T MERGE] Improve dinos dummy](https://github.com/huggingface/transformers/pull/46529) — closed
 - [PR #46521: fix(afmoe): reduce tokens in test_compile_static_cache to avoid flaky bfloat16 drift](https://github.com/huggingface/transformers/pull/46521) — closed, merged
-- [PR #46505: Add debugging info in `pr-ci-caller.yml`](https://github.com/huggingface/transformers/pull/46505) — closed, merged
 
 ### `Cyrilvallez`
 
@@ -462,12 +459,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp)
 - repo first seen: `2024-09-26T09:23:39Z`
-- repo last seen: `2026-06-09T15:44:48Z`
+- repo last seen: `2026-06-10T11:57:55Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **86**
 - snapshot authored PRs/issues: **86 PRs / 0 issues**
-- snapshot discussion activity: **602 comments / 931 reviews / 1982 review comments**
+- snapshot discussion activity: **603 comments / 932 reviews / 1982 review comments**
 - account age: **1508 days**
 - recent public PR activity: **50 PRs** (33 merged / 6 closed-unmerged / 11 open; merged rate **66%**, closed-unmerged rate **12%**, open rate **22%**)
 - public orgs: `huggingface`, `deeppavlov`
@@ -485,12 +482,12 @@ 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: `2026-06-09T16:16:18Z`
+- repo last seen: `2026-06-10T11:34:09Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **68**
 - snapshot authored PRs/issues: **65 PRs / 3 issues**
-- snapshot discussion activity: **196 comments / 683 reviews / 1363 review comments**
+- snapshot discussion activity: **196 comments / 688 reviews / 1367 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
@@ -633,11 +630,11 @@ 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: `2026-06-09T08:00:59Z`
+- repo last seen: `2026-06-10T07:38:40Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **36**
-- snapshot authored PRs/issues: **35 PRs / 1 issues**
+- repo primary artifacts: **38**
+- snapshot authored PRs/issues: **37 PRs / 1 issues**
 - snapshot discussion activity: **53 comments / 158 reviews / 166 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%**)
@@ -646,9 +643,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #46533: [CB] [Minor] Add parameter to tune default compile level](https://github.com/huggingface/transformers/pull/46533) — open
+- [PR #46532: (Draft) [CB] Change padding from interval to pow2](https://github.com/huggingface/transformers/pull/46532) — open
 - [PR #46490: [CB] [Minor] Add data-parallel to overall script](https://github.com/huggingface/transformers/pull/46490) — open
-- [PR #46434: [CB] Add a "max_requests_per_batch" parameter](https://github.com/huggingface/transformers/pull/46434) — closed, merged
-- [PR #46376: [CB] [Major] Add multimodal support to continous batching](https://github.com/huggingface/transformers/pull/46376) — open, draft
 - [Issue #46516: [Continuous batching] Tracker for issues and feature requests](https://github.com/huggingface/transformers/issues/46516) — open
 
 ### `harshaljanjani`
@@ -891,7 +888,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #46524: Fix InternVL models](https://github.com/huggingface/transformers/pull/46524) — open
+- [PR #46524: Fix InternVL models](https://github.com/huggingface/transformers/pull/46524) — closed, merged
 - [PR #46500: Fix `{image/video/audio}_token_ids` in `ProcessorMixin`](https://github.com/huggingface/transformers/pull/46500) — closed, merged
 - [PR #46383: Add vLLM smoke test to CI](https://github.com/huggingface/transformers/pull/46383) — closed, merged
 - [Issue #43522: Weights are not tied when model is loaded onto the `meta` device](https://github.com/huggingface/transformers/issues/43522) — closed
@@ -975,12 +972,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amichaelbenayoun)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amichaelbenayoun)
 - repo first seen: `2024-10-24T15:39:49Z`
-- repo last seen: `2026-06-09T12:49:33Z`
+- repo last seen: `2026-06-10T09:29:49Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **17**
 - snapshot authored PRs/issues: **17 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 13 reviews / 17 review comments**
+- snapshot discussion activity: **6 comments / 14 reviews / 18 review comments**
 - account age: **3365 days**
 - recent public PR activity: **21 PRs** (18 merged / 0 closed-unmerged / 3 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**)
 - public orgs: `huggingface`
@@ -1373,12 +1370,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aguarin)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aguarin)
 - repo first seen: `2026-05-12T18:20:58Z`
-- repo last seen: `2026-06-09T12:51:18Z`
+- repo last seen: `2026-06-10T11:03:30Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **26 comments / 93 reviews / 114 review comments**
+- snapshot discussion activity: **27 comments / 94 reviews / 115 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`
@@ -1909,12 +1906,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amolbap)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amolbap)
 - repo first seen: `2024-06-13T14:13:17Z`
-- repo last seen: `2026-06-09T15:59:26Z`
+- repo last seen: `2026-06-10T10:06:24Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **7 PRs / 1 issues**
-- snapshot discussion activity: **39 comments / 204 reviews / 576 review comments**
+- snapshot discussion activity: **39 comments / 205 reviews / 583 review comments**
 - account age: **2914 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
@@ -2140,6 +2137,29 @@ Example artifacts:
 - [Issue #45684: save_pretrained` (with `register_for_auto_class`) propagates read-only permissions from custom-model source files](https://github.com/huggingface/transformers/issues/45684) — closed
 - [Issue #45632: `trust_remote_code` cache path collides for local models sharing a leaf directory name](https://github.com/huggingface/transformers/issues/45632) — closed
 
+### `ishan-1010`
+
+- profile: [github.com/ishan-1010](https://github.com/ishan-1010)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aishan-1010)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aishan-1010)
+- repo first seen: `2026-06-01T06:07:21Z`
+- repo last seen: `2026-06-10T10:28:49Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **2 PRs / 1 issues**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
+- account age: **1588 days**
+- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46535: Use cached added-token dicts in per-token decode loops](https://github.com/huggingface/transformers/pull/46535) — open
+- [PR #46323: Fix convert_tokens_to_ids performance regression for slow tokenizers (#46315)](https://github.com/huggingface/transformers/pull/46323) — closed, merged
+- [Issue #46396: `added_tokens_encoder` rebuilds the entire added-token map on every access](https://github.com/huggingface/transformers/issues/46396) — open
+
 ### `J3r3myPerera`
 
 - profile: [github.com/J3r3myPerera](https://github.com/J3r3myPerera)
@@ -3379,41 +3399,18 @@ Example artifacts:
 - [PR #45079: Fix resized LM head weights being overwritten by post_init](https://github.com/huggingface/transformers/pull/45079) — closed, merged
 - [PR #45019: Fix GraniteConfig type hints to accept int for multiplier fields](https://github.com/huggingface/transformers/pull/45019) — closed, merged
 
-### `RudrenduPaul`
-
-- profile: [github.com/RudrenduPaul](https://github.com/RudrenduPaul)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARudrenduPaul)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARudrenduPaul)
-- repo first seen: `2026-04-09T09:34:42Z`
-- repo last seen: `2026-05-10T01:23:02Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
-- account age: **2913 days**
-- recent public PR activity: **23 PRs** (6 merged / 7 closed-unmerged / 10 open; merged rate **26%**, closed-unmerged rate **30%**, open rate **43%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45370: docs: fix 5 docstring errors in Gemma3nTextConfig (typos, grammar, formatting)](https://github.com/huggingface/transformers/pull/45370) — closed, merged
-- [PR #45352: fix(qwen3_moe): correct return type annotation on Qwen3MoeSparseMoeBlock.forward](https://github.com/huggingface/transformers/pull/45352) — closed, merged
-- [PR #45351: fix(testing_utils): guard get_device_capability with torch.cuda.is_available()](https://github.com/huggingface/transformers/pull/45351) — closed, merged
-
 ### `bhargav-patel-29`
 
 - profile: [github.com/bhargav-patel-29](https://github.com/bhargav-patel-29)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abhargav-patel-29)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abhargav-patel-29)
 - repo first seen: `2026-02-05T02:43:45Z`
-- repo last seen: `2026-06-04T04:28:33Z`
+- repo last seen: `2026-06-10T10:09:31Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
 - account age: **267 days**
 - recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
 - public orgs: none visible
@@ -4120,28 +4117,6 @@ Example artifacts:
 - [PR #46530: Fix stop string matching for byte-fragment tokens](https://github.com/huggingface/transformers/pull/46530) — open
 - [Issue #46519: StopStringCriteria misses CJK stop strings on byte-level tokenizers when a character splits into byte-fragment tokens](https://github.com/huggingface/transformers/issues/46519) — open
 
-### `ishan-1010`
-
-- profile: [github.com/ishan-1010](https://github.com/ishan-1010)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aishan-1010)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aishan-1010)
-- repo first seen: `2026-06-01T06:07:21Z`
-- repo last seen: `2026-06-04T04:40:19Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **1588 days**
-- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #46323: Fix convert_tokens_to_ids performance regression for slow tokenizers (#46315)](https://github.com/huggingface/transformers/pull/46323) — closed, merged
-- [Issue #46396: `added_tokens_encoder` rebuilds the entire added-token map on every access](https://github.com/huggingface/transformers/issues/46396) — open
-
 ### `jshn9515`
 
 - profile: [github.com/jshn9515](https://github.com/jshn9515)
@@ -4404,7 +4379,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #45570: Fix whisper long-form generation when eos_token_id is a list](https://github.com/huggingface/transformers/pull/45570) — open
-- [Issue #45584: Whisper generation fails on empty transcription after align_special_tokens](https://github.com/huggingface/transformers/issues/45584) — open
+- [Issue #45584: Whisper generation fails on empty transcription after align_special_tokens](https://github.com/huggingface/transformers/issues/45584) — closed
 
 ### `shubhammr21`
 
@@ -5318,12 +5293,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acsantosbh)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acsantosbh)
 - repo first seen: `2026-06-04T14:07:37Z`
-- repo last seen: `2026-06-09T14:44:23Z`
+- repo last seen: `2026-06-10T10:58:23Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
 - account age: **5103 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
@@ -5331,7 +5306,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #46416: Fix missing Gemma4Processor._compute_audio_num_tokens](https://github.com/huggingface/transformers/pull/46416) — open
+- [PR #46416: Fix missing Gemma4Processor._compute_audio_num_tokens](https://github.com/huggingface/transformers/pull/46416) — closed, merged
 
 ### `damodharg6`
 
@@ -5880,27 +5855,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45863: fix: add HF_USE_MLX opt-out for MLX detection](https://github.com/huggingface/transformers/pull/45863) — closed
 
-### `HelloAnner`
-
-- profile: [github.com/HelloAnner](https://github.com/HelloAnner)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AHelloAnner)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AHelloAnner)
-- repo first seen: `2026-04-11T06:22:52Z`
-- repo last seen: `2026-04-11T06:22:52Z`
-- 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: **1658 days**
-- recent public PR activity: **5 PRs** (3 merged / 1 closed-unmerged / 1 open; merged rate **60%**, closed-unmerged rate **20%**, open rate **20%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #45371: fix: check CUDA availability before calling get_device_capability](https://github.com/huggingface/transformers/pull/45371) — closed
-
 ### `henloworldowo`
 
 - profile: [github.com/henloworldowo](https://github.com/henloworldowo)
@@ -6615,27 +6569,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45694: Fix train_batch_size and eval_batch_size to respect split_batches config](https://github.com/huggingface/transformers/pull/45694) — open
 
-### `mohamad-tohidi`
-
-- profile: [github.com/mohamad-tohidi](https://github.com/mohamad-tohidi)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amohamad-tohidi)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amohamad-tohidi)
-- repo first seen: `2026-04-11T10:00:07Z`
-- repo last seen: `2026-04-11T10:00:07Z`
-- 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: **1013 days**
-- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #45374: Adding hierarchical classification example](https://github.com/huggingface/transformers/pull/45374) — closed
-
 ### `msdsm`
 
 - profile: [github.com/msdsm](https://github.com/msdsm)

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5db62a9f81f64bf86b12e43c10625a690b059c3d7f28f53b56a6012b4971e1fd
-size 62115
+oid sha256:f4e6d5ada2790d8fa73763f57c6a9ddd0ddacf429f69b36c07d6e4ef4e130848
+size 61699

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260610T060026Z",
-  "generated_at": "2026-06-10T06:00:55Z",
-  "cluster_count": 69,
+  "snapshot_id": "20260610T120053Z",
+  "generated_at": "2026-06-10T12:01:53Z",
+  "cluster_count": 70,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-43636-10",
@@ -19,7 +19,7 @@
         45273
       ],
       "representative_pr_number": 45067,
-      "average_similarity": 0.424,
+      "average_similarity": 0.425,
       "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
       "shared_filenames": [
         "src/transformers/trainer.py"
@@ -80,7 +80,7 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 45067,
-          "similarity": 0.522,
+          "similarity": 0.523,
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           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
@@ -96,7 +96,7 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 44123,
-          "similarity": 0.501,
+          "similarity": 0.502,
           "content_similarity": 0.405,
           "size_similarity": 0.455,
           "breadth_similarity": 1.0,
@@ -209,7 +209,7 @@
           "left_pr_number": 43663,
           "right_pr_number": 44189,
           "similarity": 0.449,
-          "content_similarity": 0.393,
+          "content_similarity": 0.394,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -256,8 +256,8 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 43651,
-          "similarity": 0.441,
-          "content_similarity": 0.285,
+          "similarity": 0.442,
+          "content_similarity": 0.286,
           "size_similarity": 0.611,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -288,7 +288,7 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 44123,
-          "similarity": 0.428,
+          "similarity": 0.429,
           "content_similarity": 0.328,
           "size_similarity": 0.327,
           "breadth_similarity": 1.0,
@@ -304,8 +304,8 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 44660,
-          "similarity": 0.427,
-          "content_similarity": 0.279,
+          "similarity": 0.428,
+          "content_similarity": 0.28,
           "size_similarity": 0.545,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -320,7 +320,7 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 44660,
-          "similarity": 0.424,
+          "similarity": 0.425,
           "content_similarity": 0.321,
           "size_similarity": 0.333,
           "breadth_similarity": 1.0,
@@ -337,7 +337,7 @@
           "left_pr_number": 43663,
           "right_pr_number": 44257,
           "similarity": 0.424,
-          "content_similarity": 0.339,
+          "content_similarity": 0.34,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -352,7 +352,7 @@
         {
           "left_pr_number": 44660,
           "right_pr_number": 45055,
-          "similarity": 0.415,
+          "similarity": 0.416,
           "content_similarity": 0.272,
           "size_similarity": 0.5,
           "breadth_similarity": 1.0,
@@ -415,10 +415,10 @@
         },
         {
           "left_pr_number": 43636,
-          "right_pr_number": 44189,
-          "similarity": 0.399,
-          "content_similarity": 0.278,
-          "size_similarity": 0.364,
+          "right_pr_number": 44257,
+          "similarity": 0.4,
+          "content_similarity": 0.24,
+          "size_similarity": 0.545,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -431,10 +431,10 @@
         },
         {
           "left_pr_number": 43636,
-          "right_pr_number": 44257,
+          "right_pr_number": 44189,
           "similarity": 0.399,
-          "content_similarity": 0.24,
-          "size_similarity": 0.545,
+          "content_similarity": 0.278,
+          "size_similarity": 0.364,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -624,7 +624,7 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 45055,
-          "similarity": 0.36,
+          "similarity": 0.361,
           "content_similarity": 0.242,
           "size_similarity": 0.273,
           "breadth_similarity": 1.0,
@@ -656,7 +656,7 @@
         {
           "left_pr_number": 45067,
           "right_pr_number": 45273,
-          "similarity": 0.354,
+          "similarity": 0.355,
           "content_similarity": 0.275,
           "size_similarity": 0.08,
           "breadth_similarity": 1.0,
@@ -704,7 +704,7 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 45273,
-          "similarity": 0.333,
+          "similarity": 0.334,
           "content_similarity": 0.238,
           "size_similarity": 0.111,
           "breadth_similarity": 1.0,
@@ -798,7 +798,7 @@
         {
           "left_pr_number": 45627,
           "right_pr_number": 46161,
-          "similarity": 0.671,
+          "similarity": 0.672,
           "content_similarity": 0.586,
           "size_similarity": 0.747,
           "breadth_similarity": 1.0,
@@ -838,7 +838,7 @@
         {
           "left_pr_number": 42668,
           "right_pr_number": 46161,
-          "similarity": 0.57,
+          "similarity": 0.571,
           "content_similarity": 0.663,
           "size_similarity": 0.253,
           "breadth_similarity": 0.216,
@@ -1060,7 +1060,7 @@
         46520
       ],
       "representative_pr_number": 46293,
-      "average_similarity": 0.398,
+      "average_similarity": 0.391,
       "summary": "6 open PRs share weighted file overlap around `src/transformers/integrations/hub_kernels.py`, `tests/kernels/test_kernels.py`, `src/transformers/modeling_utils.py`; representative PR #46293.",
       "shared_filenames": [
         "src/transformers/integrations/hub_kernels.py",
@@ -1114,7 +1114,7 @@
           "left_pr_number": 41458,
           "right_pr_number": 46293,
           "similarity": 0.496,
-          "content_similarity": 0.514,
+          "content_similarity": 0.515,
           "size_similarity": 0.536,
           "breadth_similarity": 0.225,
           "concentration_similarity": 0.667,
@@ -1146,38 +1146,23 @@
           ]
         },
         {
-          "left_pr_number": 46268,
-          "right_pr_number": 46520,
-          "similarity": 0.445,
-          "content_similarity": 0.351,
-          "size_similarity": 0.581,
-          "breadth_similarity": 0.833,
-          "concentration_similarity": 0.563,
-          "shared_filenames": [
-            "src/transformers/integrations/hub_kernels.py",
-            "src/transformers/modeling_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers/integrations",
-            "src/transformers",
-            "src"
-          ]
-        },
-        {
-          "left_pr_number": 46423,
+          "left_pr_number": 46478,
           "right_pr_number": 46520,
-          "similarity": 0.431,
+          "similarity": 0.453,
           "content_similarity": 0.26,
-          "size_similarity": 0.839,
-          "breadth_similarity": 0.8,
-          "concentration_similarity": 0.875,
+          "size_similarity": 0.879,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.782,
           "shared_filenames": [
-            "src/transformers/integrations/hub_kernels.py"
+            "src/transformers/integrations/hub_kernels.py",
+            "tests/kernels/test_kernels.py"
           ],
           "shared_directories": [
             "src/transformers/integrations",
             "src/transformers",
-            "src"
+            "tests/kernels",
+            "src",
+            "tests"
           ]
         },
         {
@@ -1198,23 +1183,21 @@
           ]
         },
         {
-          "left_pr_number": 46478,
+          "left_pr_number": 46268,
           "right_pr_number": 46520,
-          "similarity": 0.386,
-          "content_similarity": 0.279,
-          "size_similarity": 0.356,
-          "breadth_similarity": 1.0,
-          "concentration_similarity": 0.739,
+          "similarity": 0.393,
+          "content_similarity": 0.36,
+          "size_similarity": 0.182,
+          "breadth_similarity": 0.833,
+          "concentration_similarity": 0.606,
           "shared_filenames": [
             "src/transformers/integrations/hub_kernels.py",
-            "tests/kernels/test_kernels.py"
+            "src/transformers/modeling_utils.py"
           ],
           "shared_directories": [
             "src/transformers/integrations",
             "src/transformers",
-            "tests/kernels",
-            "src",
-            "tests"
+            "src"
           ]
         },
         {
@@ -1235,13 +1218,13 @@
           ]
         },
         {
-          "left_pr_number": 46293,
+          "left_pr_number": 46423,
           "right_pr_number": 46520,
-          "similarity": 0.355,
-          "content_similarity": 0.234,
-          "size_similarity": 0.903,
-          "breadth_similarity": 0.333,
-          "concentration_similarity": 0.452,
+          "similarity": 0.363,
+          "content_similarity": 0.282,
+          "size_similarity": 0.263,
+          "breadth_similarity": 0.8,
+          "concentration_similarity": 0.918,
           "shared_filenames": [
             "src/transformers/integrations/hub_kernels.py"
           ],
@@ -1272,7 +1255,7 @@
           "left_pr_number": 46423,
           "right_pr_number": 46478,
           "similarity": 0.338,
-          "content_similarity": 0.242,
+          "content_similarity": 0.243,
           "size_similarity": 0.299,
           "breadth_similarity": 0.8,
           "concentration_similarity": 0.864,
@@ -1302,14 +1285,31 @@
             "src"
           ]
         },
+        {
+          "left_pr_number": 46293,
+          "right_pr_number": 46520,
+          "similarity": 0.307,
+          "content_similarity": 0.295,
+          "size_similarity": 0.283,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.495,
+          "shared_filenames": [
+            "src/transformers/integrations/hub_kernels.py"
+          ],
+          "shared_directories": [
+            "src/transformers/integrations",
+            "src/transformers",
+            "src"
+          ]
+        },
         {
           "left_pr_number": 41458,
           "right_pr_number": 46520,
-          "similarity": 0.313,
-          "content_similarity": 0.191,
-          "size_similarity": 0.484,
+          "similarity": 0.301,
+          "content_similarity": 0.241,
+          "size_similarity": 0.152,
           "breadth_similarity": 0.675,
-          "concentration_similarity": 0.785,
+          "concentration_similarity": 0.828,
           "shared_filenames": [
             "src/transformers/integrations/hub_kernels.py"
           ],
@@ -1455,7 +1455,7 @@
         {
           "left_pr_number": 45296,
           "right_pr_number": 45668,
-          "similarity": 0.652,
+          "similarity": 0.653,
           "content_similarity": 0.626,
           "size_similarity": 0.445,
           "breadth_similarity": 1.0,
@@ -1478,7 +1478,7 @@
           "left_pr_number": 44070,
           "right_pr_number": 45668,
           "similarity": 0.633,
-          "content_similarity": 0.624,
+          "content_similarity": 0.625,
           "size_similarity": 0.312,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.976,
@@ -1665,7 +1665,7 @@
         {
           "left_pr_number": 44974,
           "right_pr_number": 45421,
-          "similarity": 0.424,
+          "similarity": 0.425,
           "content_similarity": 0.307,
           "size_similarity": 0.735,
           "breadth_similarity": 0.667,
@@ -1824,7 +1824,7 @@
         45985
       ],
       "representative_pr_number": 45985,
-      "average_similarity": 0.503,
+      "average_similarity": 0.502,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -1838,8 +1838,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 45985,
-          "similarity": 0.6,
-          "content_similarity": 0.486,
+          "similarity": 0.598,
+          "content_similarity": 0.483,
           "size_similarity": 0.733,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1855,8 +1855,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 45985,
-          "similarity": 0.593,
-          "content_similarity": 0.493,
+          "similarity": 0.591,
+          "content_similarity": 0.491,
           "size_similarity": 0.652,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1872,8 +1872,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 39683,
-          "similarity": 0.522,
-          "content_similarity": 0.429,
+          "similarity": 0.521,
+          "content_similarity": 0.427,
           "size_similarity": 0.478,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1889,8 +1889,8 @@
         {
           "left_pr_number": 44872,
           "right_pr_number": 45985,
-          "similarity": 0.458,
-          "content_similarity": 0.397,
+          "similarity": 0.456,
+          "content_similarity": 0.395,
           "size_similarity": 0.2,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1906,8 +1906,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 44872,
-          "similarity": 0.433,
-          "content_similarity": 0.345,
+          "similarity": 0.431,
+          "content_similarity": 0.343,
           "size_similarity": 0.273,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1923,8 +1923,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 44872,
-          "similarity": 0.415,
-          "content_similarity": 0.351,
+          "similarity": 0.414,
+          "content_similarity": 0.349,
           "size_similarity": 0.13,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1948,7 +1948,7 @@
         45883
       ],
       "representative_pr_number": 45438,
-      "average_similarity": 0.499,
+      "average_similarity": 0.5,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.",
       "shared_filenames": [
         "src/transformers/models/gemma4/modeling_gemma4.py",
@@ -1972,7 +1972,7 @@
           "left_pr_number": 45294,
           "right_pr_number": 45438,
           "similarity": 0.755,
-          "content_similarity": 0.775,
+          "content_similarity": 0.776,
           "size_similarity": 0.42,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.989,
@@ -1999,8 +1999,8 @@
         {
           "left_pr_number": 45294,
           "right_pr_number": 45883,
-          "similarity": 0.554,
-          "content_similarity": 0.48,
+          "similarity": 0.555,
+          "content_similarity": 0.482,
           "size_similarity": 0.933,
           "breadth_similarity": 0.325,
           "concentration_similarity": 0.908,
@@ -2018,8 +2018,8 @@
         {
           "left_pr_number": 45438,
           "right_pr_number": 45883,
-          "similarity": 0.548,
-          "content_similarity": 0.587,
+          "similarity": 0.549,
+          "content_similarity": 0.588,
           "size_similarity": 0.392,
           "breadth_similarity": 0.325,
           "concentration_similarity": 0.92,
@@ -2037,8 +2037,8 @@
         {
           "left_pr_number": 45202,
           "right_pr_number": 45883,
-          "similarity": 0.431,
-          "content_similarity": 0.396,
+          "similarity": 0.432,
+          "content_similarity": 0.398,
           "size_similarity": 0.027,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2056,8 +2056,8 @@
         {
           "left_pr_number": 45202,
           "right_pr_number": 45438,
-          "similarity": 0.394,
-          "content_similarity": 0.449,
+          "similarity": 0.395,
+          "content_similarity": 0.45,
           "size_similarity": 0.01,
           "breadth_similarity": 0.325,
           "concentration_similarity": 0.92,
@@ -2075,8 +2075,8 @@
         {
           "left_pr_number": 45202,
           "right_pr_number": 45294,
-          "similarity": 0.311,
-          "content_similarity": 0.328,
+          "similarity": 0.312,
+          "content_similarity": 0.329,
           "size_similarity": 0.025,
           "breadth_similarity": 0.325,
           "concentration_similarity": 0.908,
@@ -2750,7 +2750,7 @@
         45077
       ],
       "representative_pr_number": 45077,
-      "average_similarity": 0.516,
+      "average_similarity": 0.515,
       "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`, `.github/workflows/build-past-ci-docker-images.yml`; representative PR #45077.",
       "shared_filenames": [
         ".github/workflows/build-docker-images.yml",
@@ -2759,8 +2759,8 @@
         ".github/workflows/release-conda.yml",
         ".github/workflows/build-ci-docker-images.yml",
         ".github/workflows/benchmark.yml",
-        ".github/workflows/check_failed_tests.yml",
-        ".github/workflows/check_tiny_models.yml"
+        ".github/workflows/check_tiny_models.yml",
+        ".github/workflows/new_model_pr_merged_notification.yml"
       ],
       "shared_directories": [
         ".github/workflows",
@@ -2771,7 +2771,7 @@
           "left_pr_number": 42975,
           "right_pr_number": 45077,
           "similarity": 0.67,
-          "content_similarity": 0.611,
+          "content_similarity": 0.61,
           "size_similarity": 0.731,
           "breadth_similarity": 0.833,
           "concentration_similarity": 1.0,
@@ -2795,8 +2795,8 @@
         {
           "left_pr_number": 42976,
           "right_pr_number": 45077,
-          "similarity": 0.479,
-          "content_similarity": 0.503,
+          "similarity": 0.478,
+          "content_similarity": 0.502,
           "size_similarity": 0.074,
           "breadth_similarity": 0.659,
           "concentration_similarity": 1.0,
@@ -2815,8 +2815,8 @@
         {
           "left_pr_number": 42975,
           "right_pr_number": 42976,
-          "similarity": 0.399,
-          "content_similarity": 0.39,
+          "similarity": 0.397,
+          "content_similarity": 0.387,
           "size_similarity": 0.101,
           "breadth_similarity": 0.606,
           "concentration_similarity": 1.0,
@@ -2836,6 +2836,102 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-46490-3",
+      "pr_numbers": [
+        46490,
+        46532,
+        46533
+      ],
+      "representative_pr_number": 46532,
+      "average_similarity": 0.507,
+      "summary": "3 open PRs share weighted file overlap around `benchmark_v2/benchmark_scripts/continuous_batching_overall.py`, `src/transformers/generation/configuration_utils.py`, `src/transformers/generation/continuous_batching/initialization.py`; representative PR #46532.",
+      "shared_filenames": [
+        "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
+        "src/transformers/generation/configuration_utils.py",
+        "src/transformers/generation/continuous_batching/initialization.py",
+        "tests/generation/test_continuous_batching.py"
+      ],
+      "shared_directories": [
+        "src/transformers/generation/continuous_batching",
+        "src/transformers/generation",
+        "benchmark_v2/benchmark_scripts",
+        "src/transformers",
+        "benchmark_v2",
+        "src",
+        "tests/generation",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46490,
+          "right_pr_number": 46532,
+          "similarity": 0.71,
+          "content_similarity": 0.803,
+          "size_similarity": 0.488,
+          "breadth_similarity": 0.436,
+          "concentration_similarity": 0.622,
+          "shared_filenames": [
+            "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
+            "src/transformers/generation/configuration_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation/continuous_batching",
+            "src/transformers/generation",
+            "benchmark_v2/benchmark_scripts",
+            "src/transformers",
+            "benchmark_v2",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 46532,
+          "right_pr_number": 46533,
+          "similarity": 0.454,
+          "content_similarity": 0.425,
+          "size_similarity": 0.274,
+          "breadth_similarity": 0.727,
+          "concentration_similarity": 0.854,
+          "shared_filenames": [
+            "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
+            "src/transformers/generation/configuration_utils.py",
+            "src/transformers/generation/continuous_batching/initialization.py",
+            "tests/generation/test_continuous_batching.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation/continuous_batching",
+            "src/transformers/generation",
+            "benchmark_v2/benchmark_scripts",
+            "src/transformers",
+            "tests/generation",
+            "benchmark_v2",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 46490,
+          "right_pr_number": 46533,
+          "similarity": 0.358,
+          "content_similarity": 0.271,
+          "size_similarity": 0.562,
+          "breadth_similarity": 0.6,
+          "concentration_similarity": 0.476,
+          "shared_filenames": [
+            "benchmark_v2/benchmark_scripts/continuous_batching_overall.py",
+            "src/transformers/generation/configuration_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation/continuous_batching",
+            "src/transformers/generation",
+            "benchmark_v2/benchmark_scripts",
+            "src/transformers",
+            "benchmark_v2",
+            "src"
+          ]
+        }
+      ]
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     {
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+    "timeline_events": 452
+  },
+  "extracted_at": "2026-06-10T12:00:53Z",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260610T120053Z",
+  "watermark": {
+    "effective_since": "2026-06-10T06:00:26Z",
+    "next_since": "2026-06-10T12:00:53Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260610T060026Z/manifest.json",
-  "latest_snapshot_id": "20260610T060026Z",
+  "archived_manifest_path": "snapshots/20260610T120053Z/manifest.json",
+  "latest_snapshot_id": "20260610T120053Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-06-10T06:00:26Z",
+  "next_since": "2026-06-10T12:00:53Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260610T060026Z"
+  "snapshot_dir": "snapshots/20260610T120053Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-06-10T00:00:24Z",
-  "last_successful_snapshot_id": "20260610T060026Z",
-  "next_since": "2026-06-10T06:00:26Z",
+  "effective_since": "2026-06-10T06:00:26Z",
+  "last_successful_snapshot_id": "20260610T120053Z",
+  "next_since": "2026-06-10T12:00:53Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-06-10T06:00:26Z"
+  "updated_at": "2026-06-10T12:00:53Z"
 }