Refresh transformers dataset snapshot 20260603T000024Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260602T180035Z`
-- Generated: `2026-06-02T18:03:17Z`
+- Snapshot: `20260603T000024Z`
+- Generated: `2026-06-03T00:01:39Z`
 - Activity window: `60d`
-- Contributors: `343`
+- Contributors: `347`
 
 ## Summary
 
@@ -14,8 +14,8 @@
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 90 | 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` | 88 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 81 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 60 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 57 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
+| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 61 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 58 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
 | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 47 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `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` | 45 | 0 | strong | low | low | targets high-star repos |
@@ -50,7 +50,9 @@
 | `sirzechs66` | [profile](https://github.com/sirzechs66) | no | CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 4 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | FIRST_TIME_CONTRIBUTOR | 4d | `2026-05-13T10:45:04Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `filipinescu` | [profile](https://github.com/filipinescu) | no | CONTRIBUTOR | 953d | `2026-05-22T20:20:49Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `guarin` | [profile](https://github.com/guarin) | no | MEMBER | 2794d | `2026-05-12T18:20:58Z` | 4 | 0 | strong | low | low | — |
+| `irfaan101` | [profile](https://github.com/irfaan101) | no | CONTRIBUTOR | 613d | `2026-05-16T11:43:33Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 736d | `2026-04-16T00:55:40Z` | 4 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `rtrompier` | [profile](https://github.com/rtrompier) | no | MEMBER | 4939d | `2026-04-15T08:26:45Z` | 4 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share |
 | `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 |
@@ -59,8 +61,6 @@
 | `TheShreyanshiDwivedi` | [profile](https://github.com/TheShreyanshiDwivedi) | no | NONE | 87d | `2026-05-15T10:01:57Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 3 | 2 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Chao1Han` | [profile](https://github.com/Chao1Han) | no | FIRST_TIME_CONTRIBUTOR | 1422d | `2026-05-14T09:13:18Z` | 3 | 0 | mixed | moderate | low | high open PR share |
-| `filipinescu` | [profile](https://github.com/filipinescu) | no | CONTRIBUTOR | 953d | `2026-05-22T20:20:49Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `irfaan101` | [profile](https://github.com/irfaan101) | no | CONTRIBUTOR | 613d | `2026-05-16T11:43:33Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 3 | 0 | mixed | low | low | — |
 | `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 3 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -165,6 +165,7 @@
 | `pasta-paul` | [profile](https://github.com/pasta-paul) | no | FIRST_TIME_CONTRIBUTOR | 932d | `2026-05-20T20:41:45Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
 | `softguy777` | [profile](https://github.com/softguy777) | no | FIRST_TIMER | 955d | `2026-04-28T08:23:48Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `ambroiseodt` | [profile](https://github.com/ambroiseodt) | no | CONTRIBUTOR | 2181d | `2026-04-14T13:45:51Z` | 1 | 1 | strong | low | low | targets high-star repos |
+| `ananyajoshi0203-cpu` | [profile](https://github.com/ananyajoshi0203-cpu) | yes | FIRST_TIMER | 55d | `2026-06-02T22:09:56Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `AnkitAhlawat7742` | [profile](https://github.com/AnkitAhlawat7742) | no | CONTRIBUTOR | 432d | `2026-04-27T13:28:53Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `anxovatomica` | [profile](https://github.com/anxovatomica) | no | NONE | 3464d | `2026-05-12T13:01:28Z` | 1 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `caiovicentino` | [profile](https://github.com/caiovicentino) | no | NONE | 470d | `2026-04-03T01:52:14Z` | 1 | 1 | weak | low | low | — |
@@ -210,6 +211,7 @@
 | `ansley` | [profile](https://github.com/ansley) | no | NONE | 2296d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Apeksha23-hub` | [profile](https://github.com/Apeksha23-hub) | no | FIRST_TIME_CONTRIBUTOR | 79d | `2026-05-16T13:17:12Z` | 1 | 0 | mixed | low | low | very new account; no visible non-self stars; targets high-star repos |
 | `ArkaD171717` | [profile](https://github.com/ArkaD171717) | no | FIRST_TIME_CONTRIBUTOR | 1206d | `2026-05-02T09:31:22Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `arnav-144p` | [profile](https://github.com/arnav-144p) | yes | FIRST_TIME_CONTRIBUTOR | 634d | `2026-06-02T18:52:53Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `aryanp2107` | [profile](https://github.com/aryanp2107) | no | NONE | 1390d | `2026-04-25T21:44:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Ashutosh-177` | [profile](https://github.com/Ashutosh-177) | no | NONE | 978d | `2026-05-19T06:28:43Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `avarga1` | [profile](https://github.com/avarga1) | no | NONE | 2176d | `2026-04-07T02:22:26Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
@@ -247,6 +249,7 @@
 | `garybadwal` | [profile](https://github.com/garybadwal) | no | FIRST_TIME_CONTRIBUTOR | 1178d | `2026-04-21T04:38:14Z` | 1 | 0 | weak | low | low | targets high-star repos |
 | `gaurav0107` | [profile](https://github.com/gaurav0107) | no | CONTRIBUTOR | 3970d | `2026-04-23T19:12:43Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `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 |
+| `goingforstudying-ctrl` | [profile](https://github.com/goingforstudying-ctrl) | yes | FIRST_TIME_CONTRIBUTOR | 120d | `2026-06-02T23:21:10Z` | 1 | 0 | weak | very high | high | young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; 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 | — |
 | `guinik` | [profile](https://github.com/guinik) | no | FIRST_TIME_CONTRIBUTOR | 1302d | `2026-05-23T07:48:33Z` | 1 | 0 | strong | low | low | — |
@@ -268,9 +271,10 @@
 | `JiauZhang` | [profile](https://github.com/JiauZhang) | no | CONTRIBUTOR | 2918d | `2026-04-15T14:00:11Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `jjjamie` | [profile](https://github.com/jjjamie) | no | FIRST_TIME_CONTRIBUTOR | 4994d | `2026-04-21T15:57:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jmayank1511` | [profile](https://github.com/jmayank1511) | no | FIRST_TIME_CONTRIBUTOR | 2753d | `2026-05-20T18:13:18Z` | 1 | 0 | strong | moderate | low | no visible non-self stars |
+| `joaopedroassad` | [profile](https://github.com/joaopedroassad) | yes | FIRST_TIME_CONTRIBUTOR | 341d | `2026-06-02T19:08:14Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
 | `joerowell` | [profile](https://github.com/joerowell) | no | CONTRIBUTOR | 3394d | `2026-04-28T08:24:28Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `juliabush` | [profile](https://github.com/juliabush) | no | NONE | 526d | `2026-04-07T21:37:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `julien-gadonneix` | [profile](https://github.com/julien-gadonneix) | yes | FIRST_TIME_CONTRIBUTOR | 987d | `2026-06-02T15:31:42Z` | 1 | 0 | mixed | low | low | high open PR share |
+| `julien-gadonneix` | [profile](https://github.com/julien-gadonneix) | no | FIRST_TIME_CONTRIBUTOR | 987d | `2026-06-02T15:31:42Z` | 1 | 0 | mixed | low | low | high open PR share |
 | `Kabir08` | [profile](https://github.com/Kabir08) | no | NONE | 2216d | `2026-04-19T08:27:15Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Kaisan10` | [profile](https://github.com/Kaisan10) | no | NONE | 1151d | `2026-05-02T07:35:16Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `kamalrajkannan78` | [profile](https://github.com/kamalrajkannan78) | no | CONTRIBUTOR | 814d | `2026-04-07T05:24:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume; no visible non-self stars |
@@ -329,13 +333,13 @@
 | `Shikhar-S` | [profile](https://github.com/Shikhar-S) | no | FIRST_TIME_CONTRIBUTOR | 3763d | `2026-04-10T04:26:05Z` | 1 | 0 | weak | low | low | high open PR share |
 | `silencelamb` | [profile](https://github.com/silencelamb) | no | CONTRIBUTOR | 4218d | `2026-05-05T09:41:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `simon-testaccount` | [profile](https://github.com/simon-testaccount) | no | NONE | 545d | `2026-05-05T09:01:04Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
-| `skshmjn` | [profile](https://github.com/skshmjn) | yes | NONE | 2609d | `2026-05-31T07:49:22Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
+| `skshmjn` | [profile](https://github.com/skshmjn) | no | FIRST_TIME_CONTRIBUTOR | 2609d | `2026-05-31T07:49:22Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `snehasuman019` | [profile](https://github.com/snehasuman019) | no | NONE | 474d | `2026-05-29T16:36:41Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `songyuc` | [profile](https://github.com/songyuc) | no | NONE | 3292d | `2026-04-12T12:53:49Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `srinjoy356` | [profile](https://github.com/srinjoy356) | no | FIRST_TIME_CONTRIBUTOR | 992d | `2026-05-26T18:36:12Z` | 1 | 0 | weak | low | low | 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 |
-| `Ternura143` | [profile](https://github.com/Ternura143) | yes | FIRST_TIME_CONTRIBUTOR | 1583d | `2026-05-31T14:17:55Z` | 1 | 0 | strong | moderate | low | — |
+| `Ternura143` | [profile](https://github.com/Ternura143) | no | FIRST_TIME_CONTRIBUTOR | 1583d | `2026-05-31T14:17:55Z` | 1 | 0 | strong | moderate | 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 |
 | `trducng` | [profile](https://github.com/trducng) | no | CONTRIBUTOR | 3050d | `2026-05-18T04:44:13Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -482,12 +486,12 @@ 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: `2026-06-02T17:49:43Z`
+- repo last seen: `2026-06-02T19:28:31Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **63**
-- snapshot authored PRs/issues: **60 PRs / 3 issues**
-- snapshot discussion activity: **191 comments / 641 reviews / 1290 review comments**
+- repo primary artifacts: **64**
+- snapshot authored PRs/issues: **61 PRs / 3 issues**
+- snapshot discussion activity: **193 comments / 642 reviews / 1292 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
@@ -495,9 +499,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #46355: Test models instantiate from default config on meta + fix failing models](https://github.com/huggingface/transformers/pull/46355) — open
 - [PR #46324: Quantize models on `__init__` / `from_config`](https://github.com/huggingface/transformers/pull/46324) — open
 - [PR #46265: Fix fp8 moe reverse substring](https://github.com/huggingface/transformers/pull/46265) — closed, merged
-- [PR #46198: [deepseek_v4] keep hc_head / sinks / position_bias in fp32](https://github.com/huggingface/transformers/pull/46198) — closed, merged
 - [Issue #45882: Reduce peak memory during quantization of MoE models (follow-up to #43917)](https://github.com/huggingface/transformers/issues/45882) — open
 - [Issue #44052: Fix skipped tests for glm_moe_dsa model](https://github.com/huggingface/transformers/issues/44052) — closed
 - [Issue #42710: Outstanding issues / PR before we can release v5](https://github.com/huggingface/transformers/issues/42710) — closed
@@ -508,12 +512,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
 - repo first seen: `2024-02-08T22:19:09Z`
-- repo last seen: `2026-06-02T17:49:24Z`
+- repo last seen: `2026-06-02T21:51:06Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **59**
-- snapshot authored PRs/issues: **57 PRs / 2 issues**
-- snapshot discussion activity: **34 comments / 159 reviews / 284 review comments**
+- repo primary artifacts: **60**
+- snapshot authored PRs/issues: **58 PRs / 2 issues**
+- snapshot discussion activity: **34 comments / 161 reviews / 285 review comments**
 - account age: **2296 days**
 - recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
 - public orgs: `huggingface`
@@ -521,9 +525,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
+- [PR #46357: [docs] gguf mps](https://github.com/huggingface/transformers/pull/46357) — open
 - [PR #46351: [docs] gemma4 typos](https://github.com/huggingface/transformers/pull/46351) — open
 - [PR #46349: [docs] metal flash attention](https://github.com/huggingface/transformers/pull/46349) — open
-- [PR #46335: [docs] update num_items_in_batch for causal LMs](https://github.com/huggingface/transformers/pull/46335) — closed, merged
 - [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
 - [Issue #28936: [i18n-es] Translating docs to Spanish](https://github.com/huggingface/transformers/issues/28936) — open
 
@@ -884,7 +888,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #45981: Fix colqwen2 test](https://github.com/huggingface/transformers/pull/45981) — closed, merged
-- [PR #45634: DeepGEMM BF16 + mixed FP8/FP4 + MegaMoE + refactor](https://github.com/huggingface/transformers/pull/45634) — open
+- [PR #45634: DeepGEMM BF16 + mixed FP8/FP4 + MegaMoE + refactor](https://github.com/huggingface/transformers/pull/45634) — closed, merged
 - [PR #45621: Better Grouped GEMM + EP](https://github.com/huggingface/transformers/pull/45621) — closed, merged
 - [Issue #45571: A nice UX for generating dynamic tensors that break torch.compile/torch.export](https://github.com/huggingface/transformers/issues/45571) — open
 - [Issue #43682: `torch.compile` and `torch.export` helper function to be moved from `import_utils`](https://github.com/huggingface/transformers/issues/43682) — open
@@ -1338,18 +1342,41 @@ Example artifacts:
 - [PR #46009: hf_argparser: fix TypeError when resolving Optional of generic type](https://github.com/huggingface/transformers/pull/46009) — closed
 - [PR #45952: hf_argparser: fix parse_yaml_file missing utf-8 encoding and wrong docstring](https://github.com/huggingface/transformers/pull/45952) — closed
 
+### `filipinescu`
+
+- profile: [github.com/filipinescu](https://github.com/filipinescu)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Afilipinescu)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afilipinescu)
+- repo first seen: `2026-05-22T20:20:49Z`
+- repo last seen: `2026-06-02T20:16:21Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **3 comments / 23 reviews / 19 review comments**
+- account age: **953 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46356: [docs] Romanian translation of `fast_tokenizers.md`, `custom_tokenizers.md`, `tokenizer_summary.md`, `image_processors.md` and `video_processors.md`.](https://github.com/huggingface/transformers/pull/46356) — open
+- [PR #46345: [docs] Romanian translation of `contributing.md`, `modular_transformers.md`, `multimodal_processing.md`, `add_vision_processing_components.md`, `add_audio_processing_components.md`, `modeling_rules.md`, `model_output_tracing.md`, `auto_docstring.md`, `testing.md`, `pr_checks.md` and `add_new_model.md` .](https://github.com/huggingface/transformers/pull/46345) — closed, merged
+- [PR #46309: [docs] Romanian translation of  `weightconverter.md`,  `models.md`,  `custom_models.md`,  `monkey_patching.md`,  `fusion_mapping.md`, `how_to_hack_models.md`, `model_sharing.md` and `serialization.md`.](https://github.com/huggingface/transformers/pull/46309) — 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: `2026-06-02T17:46:16Z`
+- repo last seen: `2026-06-02T18:47:16Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **15 comments / 83 reviews / 96 review comments**
+- snapshot discussion activity: **16 comments / 83 reviews / 96 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`
@@ -1361,6 +1388,29 @@ Example artifacts:
 - [PR #46163: Return logits from semantic segmentation post-process](https://github.com/huggingface/transformers/pull/46163) — open, draft
 - [PR #46137: Update self-comment-ci](https://github.com/huggingface/transformers/pull/46137) — closed, merged
 
+### `irfaan101`
+
+- profile: [github.com/irfaan101](https://github.com/irfaan101)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Airfaan101)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Airfaan101)
+- repo first seen: `2026-05-16T11:43:33Z`
+- repo last seen: `2026-06-02T18:29:12Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **613 days**
+- recent public PR activity: **9 PRs** (1 merged / 3 closed-unmerged / 5 open; merged rate **11%**, closed-unmerged rate **33%**, open rate **56%**)
+- 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 #46352: docs: update ACL Anthology URL in CITATION.cff](https://github.com/huggingface/transformers/pull/46352) — closed, merged
+- [PR #46181: fix(utils): register tensorflow_text in BACKENDS_MAPPING to prevent import error](https://github.com/huggingface/transformers/pull/46181) — closed
+- [PR #46027: docs: sync legacy ACL anthology URLs and update metrics across i18n READMEs](https://github.com/huggingface/transformers/pull/46027) — closed, merged
+
 ### `Jah-yee`
 
 - profile: [github.com/Jah-yee](https://github.com/Jah-yee)
@@ -1547,52 +1597,6 @@ Example artifacts:
 - [PR #45989: [Llama4] Adopt `@use_experts_implementation` standard interface](https://github.com/huggingface/transformers/pull/45989) — closed
 - [PR #45976: Fix `MoeTensorParalellExperts` crash for Llama4 pre-weighted MoE experts (EP support)](https://github.com/huggingface/transformers/pull/45976) — closed
 
-### `filipinescu`
-
-- profile: [github.com/filipinescu](https://github.com/filipinescu)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Afilipinescu)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afilipinescu)
-- repo first seen: `2026-05-22T20:20:49Z`
-- repo last seen: `2026-06-02T17:22:33Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 15 reviews / 12 review comments**
-- account age: **953 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #46345: [docs] Romanian translation of `contributing.md`, `modular_transformers.md`, `multimodal_processing.md`, `add_vision_processing_components.md`, `add_audio_processing_components.md`, `modeling_rules.md`, `model_output_tracing.md`, `auto_docstring.md`, `testing.md`, `pr_checks.md` and `add_new_model.md` .](https://github.com/huggingface/transformers/pull/46345) — closed, merged
-- [PR #46309: [docs] Romanian translation of  `weightconverter.md`,  `models.md`,  `custom_models.md`,  `monkey_patching.md`,  `fusion_mapping.md`, `how_to_hack_models.md`, `model_sharing.md` and `serialization.md`.](https://github.com/huggingface/transformers/pull/46309) — closed, merged
-- [PR #46166: Romanian translation of README.md, index.md, installation.md, _config.py and quicktour.md.](https://github.com/huggingface/transformers/pull/46166) — closed, merged
-
-### `irfaan101`
-
-- profile: [github.com/irfaan101](https://github.com/irfaan101)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Airfaan101)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Airfaan101)
-- repo first seen: `2026-05-16T11:43:33Z`
-- repo last seen: `2026-05-24T12:21:22Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **613 days**
-- recent public PR activity: **9 PRs** (1 merged / 3 closed-unmerged / 5 open; merged rate **11%**, closed-unmerged rate **33%**, open rate **56%**)
-- 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 #46181: fix(utils): register tensorflow_text in BACKENDS_MAPPING to prevent import error](https://github.com/huggingface/transformers/pull/46181) — closed
-- [PR #46027: docs: sync legacy ACL anthology URLs and update metrics across i18n READMEs](https://github.com/huggingface/transformers/pull/46027) — closed, merged
-- [PR #46001: docs: update models architecture count and sync ACL anthology URLs](https://github.com/huggingface/transformers/pull/46001) — closed, merged
-
 ### `Prachi-kushwaha`
 
 - profile: [github.com/Prachi-kushwaha](https://github.com/Prachi-kushwaha)
@@ -3957,6 +3961,28 @@ Example artifacts:
 - [PR #45430: [Doc] Correct checkpoint path in Dinov2 model_docs ](https://github.com/huggingface/transformers/pull/45430) — closed, merged
 - [Issue #45431: Wrong checkpoint path in Dinov2 model_docs](https://github.com/huggingface/transformers/issues/45431) — closed
 
+### `ananyajoshi0203-cpu`
+
+- profile: [github.com/ananyajoshi0203-cpu](https://github.com/ananyajoshi0203-cpu)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aananyajoshi0203-cpu)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aananyajoshi0203-cpu)
+- repo first seen: `2026-06-02T22:09:56Z`
+- repo last seen: `2026-06-02T23:49:49Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIMER**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **55 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 **medium**
+- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46360: Feat/executorch vision audio export](https://github.com/huggingface/transformers/pull/46360) — open
+- [Issue #46358: [ExecuTorch] convert_and_export_with_cache fails for vision-language and audio models](https://github.com/huggingface/transformers/issues/46358) — open
+
 ### `AnkitAhlawat7742`
 
 - profile: [github.com/AnkitAhlawat7742](https://github.com/AnkitAhlawat7742)
@@ -4923,6 +4949,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45745: feat: add crop() to StaticCache layers for assisted generation](https://github.com/huggingface/transformers/pull/45745) — open
 
+### `arnav-144p`
+
+- profile: [github.com/arnav-144p](https://github.com/arnav-144p)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aarnav-144p)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aarnav-144p)
+- repo first seen: `2026-06-02T18:52:53Z`
+- repo last seen: `2026-06-02T18:54:38Z`
+- 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: **1 comments / 0 reviews / 0 review comments**
+- account age: **634 days**
+- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46353: [Mistral] Raise ValueError when continue_final_message=True with mist…](https://github.com/huggingface/transformers/pull/46353) — open
+
 ### `aryanp2107`
 
 - profile: [github.com/aryanp2107](https://github.com/aryanp2107)
@@ -5701,6 +5748,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45550: Add runner selection for mi325 GPU type](https://github.com/huggingface/transformers/pull/45550) — open, draft
 
+### `goingforstudying-ctrl`
+
+- profile: [github.com/goingforstudying-ctrl](https://github.com/goingforstudying-ctrl)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agoingforstudying-ctrl)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agoingforstudying-ctrl)
+- repo first seen: `2026-06-02T23:21:10Z`
+- repo last seen: `2026-06-02T23:21:10Z`
+- 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: **120 days**
+- recent public PR activity: **80 PRs** (16 merged / 35 closed-unmerged / 29 open; merged rate **20%**, closed-unmerged rate **44%**, open rate **36%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46359: fix(tokenization): avoid O(T·N·logN) performance regression in convert_tokens_to_ids](https://github.com/huggingface/transformers/pull/46359) — open
+
 ### `GopalGB`
 
 - profile: [github.com/GopalGB](https://github.com/GopalGB)
@@ -6142,6 +6210,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46122:  Add cache-aware streaming and RNN-T head for Parakeet](https://github.com/huggingface/transformers/pull/46122) — open
 
+### `joaopedroassad`
+
+- profile: [github.com/joaopedroassad](https://github.com/joaopedroassad)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajoaopedroassad)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajoaopedroassad)
+- repo first seen: `2026-06-02T19:08:14Z`
+- repo last seen: `2026-06-02T19:08:14Z`
+- 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: **341 days**
+- recent public PR activity: **6 PRs** (2 merged / 1 closed-unmerged / 3 open; merged rate **33%**, closed-unmerged rate **17%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **young account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46354: Fix missing f-string prefixes in error messages](https://github.com/huggingface/transformers/pull/46354) — open
+
 ### `joerowell`
 
 - profile: [github.com/joerowell](https://github.com/joerowell)
@@ -6191,7 +6280,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajulien-gadonneix)
 - repo first seen: `2026-06-02T15:31:42Z`
 - repo last seen: `2026-06-02T15:31:42Z`
-- 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**
@@ -7429,12 +7518,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Askshmjn)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Askshmjn)
 - repo first seen: `2026-05-31T07:49:22Z`
-- repo last seen: `2026-06-02T17:46:40Z`
-- first seen in snapshot: **yes**
-- repo association: **NONE**
+- repo last seen: `2026-06-02T18:39:58Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
 - account age: **2609 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
@@ -7442,7 +7531,7 @@ Example artifacts:
 - heuristic read: **many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #46350: Fix noisy logging from image_processing module aliases issue - 46298](https://github.com/huggingface/transformers/pull/46350) — closed
+- [PR #46350: Fix noisy logging from image_processing module aliases issue - 46298](https://github.com/huggingface/transformers/pull/46350) — open
 
 ### `snehasuman019`
 
@@ -7556,7 +7645,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ATernura143)
 - repo first seen: `2026-05-31T14:17:55Z`
 - repo last seen: `2026-06-02T14:40:51Z`
-- 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**

new_contributors.parquet

@@ -1,3 +1,3 @@
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-size 61769
+oid sha256:0b36891634153222c1cb4fdfc14515dbcf31ff23b36f09edfae1327f2f0c91cd
+size 62370

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
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+  "cluster_count": 60,
   "pr_scope_clusters": [
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@@ -19,7 +19,7 @@
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       "representative_pr_number": 45067,
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+      "average_similarity": 0.422,
       "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
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@@ -49,7 +49,7 @@
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@@ -223,10 +223,10 @@
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@@ -432,7 +432,7 @@
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@@ -624,7 +624,7 @@
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@@ -640,8 +640,8 @@
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+          "similarity": 0.358,
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@@ -672,7 +672,7 @@
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@@ -689,7 +689,7 @@
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@@ -704,7 +704,7 @@
         {
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-          "similarity": 0.332,
+          "similarity": 0.333,
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           "breadth_similarity": 1.0,
@@ -720,8 +720,8 @@
         {
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-          "content_similarity": 0.207,
+          "similarity": 0.323,
+          "content_similarity": 0.208,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -945,7 +945,7 @@
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           "breadth_similarity": 0.216,
@@ -1111,7 +1111,7 @@
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-          "content_similarity": 0.76,
+          "content_similarity": 0.761,
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@@ -1187,7 +1187,7 @@
           "left_pr_number": 45438,
           "right_pr_number": 46351,
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-          "content_similarity": 0.464,
+          "content_similarity": 0.465,
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           "concentration_similarity": 0.92,
@@ -1206,7 +1206,7 @@
           "left_pr_number": 45202,
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           "similarity": 0.394,
-          "content_similarity": 0.448,
+          "content_similarity": 0.449,
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           "breadth_similarity": 0.325,
           "concentration_similarity": 0.92,
@@ -1225,7 +1225,7 @@
           "left_pr_number": 45202,
           "right_pr_number": 46351,
           "similarity": 0.38,
-          "content_similarity": 0.308,
+          "content_similarity": 0.309,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1263,7 +1263,7 @@
           "left_pr_number": 45202,
           "right_pr_number": 45294,
           "similarity": 0.311,
-          "content_similarity": 0.327,
+          "content_similarity": 0.328,
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           "breadth_similarity": 0.325,
           "concentration_similarity": 0.908,
@@ -1418,7 +1418,7 @@
         {
           "left_pr_number": 44070,
           "right_pr_number": 45668,
-          "similarity": 0.636,
+          "similarity": 0.637,
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@@ -1541,7 +1541,7 @@
           "left_pr_number": 45077,
           "right_pr_number": 46264,
           "similarity": 0.539,
-          "content_similarity": 0.497,
+          "content_similarity": 0.498,
           "size_similarity": 0.423,
           "breadth_similarity": 0.775,
           "concentration_similarity": 1.0,
@@ -1586,7 +1586,7 @@
           "left_pr_number": 42975,
           "right_pr_number": 42976,
           "similarity": 0.41,
-          "content_similarity": 0.405,
+          "content_similarity": 0.406,
           "size_similarity": 0.101,
           "breadth_similarity": 0.606,
           "concentration_similarity": 1.0,
@@ -1645,7 +1645,7 @@
           "left_pr_number": 41097,
           "right_pr_number": 43549,
           "similarity": 0.546,
-          "content_similarity": 0.437,
+          "content_similarity": 0.438,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1677,7 +1677,7 @@
           "left_pr_number": 41097,
           "right_pr_number": 46013,
           "similarity": 0.441,
-          "content_similarity": 0.381,
+          "content_similarity": 0.382,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1693,7 +1693,7 @@
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           "right_pr_number": 44547,
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-          "content_similarity": 0.341,
+          "content_similarity": 0.342,
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@@ -1708,7 +1708,7 @@
         {
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-          "similarity": 0.392,
+          "similarity": 0.393,
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           "size_similarity": 0.16,
           "breadth_similarity": 1.0,
@@ -1750,7 +1750,7 @@
         {
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-          "similarity": 0.719,
+          "similarity": 0.718,
           "content_similarity": 0.719,
           "size_similarity": 0.59,
           "breadth_similarity": 0.8,
@@ -1843,7 +1843,7 @@
         {
           "left_pr_number": 45421,
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-          "similarity": 0.319,
+          "similarity": 0.32,
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           "breadth_similarity": 0.583,
@@ -1868,7 +1868,7 @@
         45985
       ],
       "representative_pr_number": 45985,
-      "average_similarity": 0.519,
+      "average_similarity": 0.52,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -1882,8 +1882,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 45985,
-          "similarity": 0.616,
-          "content_similarity": 0.509,
+          "similarity": 0.617,
+          "content_similarity": 0.51,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1967,8 +1967,8 @@
         {
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           "right_pr_number": 44872,
-          "similarity": 0.43,
-          "content_similarity": 0.372,
+          "similarity": 0.431,
+          "content_similarity": 0.373,
           "size_similarity": 0.13,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1992,7 +1992,7 @@
         46152
       ],
       "representative_pr_number": 46152,
-      "average_similarity": 0.404,
+      "average_similarity": 0.405,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #46152.",
       "shared_filenames": [
         "src/transformers/utils/import_utils.py"
@@ -2007,7 +2007,7 @@
           "left_pr_number": 44615,
           "right_pr_number": 46152,
           "similarity": 0.624,
-          "content_similarity": 0.552,
+          "content_similarity": 0.553,
           "size_similarity": 0.583,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2024,7 +2024,7 @@
           "left_pr_number": 45060,
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-          "content_similarity": 0.344,
+          "content_similarity": 0.345,
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           "breadth_similarity": 0.333,
           "concentration_similarity": 0.421,
@@ -2040,8 +2040,8 @@
         {
           "left_pr_number": 44385,
           "right_pr_number": 44615,
-          "similarity": 0.41,
-          "content_similarity": 0.34,
+          "similarity": 0.411,
+          "content_similarity": 0.341,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2057,8 +2057,8 @@
         {
           "left_pr_number": 44385,
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-          "similarity": 0.395,
-          "content_similarity": 0.351,
+          "similarity": 0.396,
+          "content_similarity": 0.352,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2187,6 +2187,82 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-41855-3",
+      "pr_numbers": [
+        41855,
+        46330,
+        46353
+      ],
+      "representative_pr_number": 46353,
+      "average_similarity": 0.567,
+      "summary": "3 open PRs share weighted file overlap around `tests/test_tokenization_mistral_common.py`, `src/transformers/tokenization_mistral_common.py`; representative PR #46353.",
+      "shared_filenames": [
+        "tests/test_tokenization_mistral_common.py",
+        "src/transformers/tokenization_mistral_common.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46330,
+          "right_pr_number": 46353,
+          "similarity": 0.769,
+          "content_similarity": 0.807,
+          "size_similarity": 0.357,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/tokenization_mistral_common.py",
+            "tests/test_tokenization_mistral_common.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 41855,
+          "right_pr_number": 46353,
+          "similarity": 0.478,
+          "content_similarity": 0.457,
+          "size_similarity": 0.133,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.758,
+          "shared_filenames": [
+            "src/transformers/tokenization_mistral_common.py",
+            "tests/test_tokenization_mistral_common.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 41855,
+          "right_pr_number": 46330,
+          "similarity": 0.455,
+          "content_similarity": 0.373,
+          "size_similarity": 0.371,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.758,
+          "shared_filenames": [
+            "src/transformers/tokenization_mistral_common.py",
+            "tests/test_tokenization_mistral_common.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44015-3",
       "pr_numbers": [
@@ -2247,7 +2323,7 @@
           "left_pr_number": 44015,
           "right_pr_number": 44676,
           "similarity": 0.412,
-          "content_similarity": 0.498,
+          "content_similarity": 0.499,
           "size_similarity": 0.034,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.488,
@@ -2332,7 +2408,7 @@
         {
           "left_pr_number": 44680,
           "right_pr_number": 46339,
-          "similarity": 0.449,
+          "similarity": 0.448,
           "content_similarity": 0.477,
           "size_similarity": 0.125,
           "breadth_similarity": 0.583,
@@ -2451,7 +2527,7 @@
           "left_pr_number": 44940,
           "right_pr_number": 46207,
           "similarity": 0.534,
-          "content_similarity": 0.441,
+          "content_similarity": 0.442,
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           "breadth_similarity": 0.833,
           "concentration_similarity": 0.839,
@@ -2470,7 +2546,7 @@
           "left_pr_number": 44940,
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           "similarity": 0.484,
-          "content_similarity": 0.42,
+          "content_similarity": 0.421,
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           "breadth_similarity": 0.381,
           "concentration_similarity": 0.96,
@@ -2561,7 +2637,7 @@
           "left_pr_number": 43842,
           "right_pr_number": 44682,
           "similarity": 0.412,
-          "content_similarity": 0.457,
+          "content_similarity": 0.458,
           "size_similarity": 0.011,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -2604,7 +2680,7 @@
           "left_pr_number": 45293,
           "right_pr_number": 46091,
           "similarity": 0.503,
-          "content_similarity": 0.509,
+          "content_similarity": 0.51,
           "size_similarity": 0.204,
           "breadth_similarity": 0.667,
           "concentration_similarity": 0.985,
@@ -2670,7 +2746,7 @@
         45655
       ],
       "representative_pr_number": 45649,
-      "average_similarity": 0.451,
+      "average_similarity": 0.454,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
       "shared_filenames": [
         "src/transformers/modeling_utils.py"
@@ -2683,8 +2759,8 @@
         {
           "left_pr_number": 45548,
           "right_pr_number": 45649,
-          "similarity": 0.504,
-          "content_similarity": 0.51,
+          "similarity": 0.507,
+          "content_similarity": 0.513,
           "size_similarity": 0.149,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2699,8 +2775,8 @@
         {
           "left_pr_number": 45649,
           "right_pr_number": 45655,
-          "similarity": 0.501,
-          "content_similarity": 0.335,
+          "similarity": 0.504,
+          "content_similarity": 0.339,
           "size_similarity": 0.778,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2715,8 +2791,8 @@
         {
           "left_pr_number": 45548,
           "right_pr_number": 45655,
-          "similarity": 0.348,
-          "content_similarity": 0.277,
+          "similarity": 0.351,
+          "content_similarity": 0.281,
           "size_similarity": 0.191,
           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2894,26 +2970,26 @@
       ],
       "representative_pr_number": 45783,
       "average_similarity": 0.411,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/aya_vision/modeling_aya_vision.py`, `src/transformers/models/chameleon/modeling_chameleon.py`, `src/transformers/models/cohere2_vision/modeling_cohere2_vision.py`; representative PR #45783.",
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/aya_vision/modeling_aya_vision.py`, `src/transformers/models/cohere2_vision/modeling_cohere2_vision.py`, `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`; representative PR #45783.",
       "shared_filenames": [
         "src/transformers/models/aya_vision/modeling_aya_vision.py",
-        "src/transformers/models/chameleon/modeling_chameleon.py",
         "src/transformers/models/cohere2_vision/modeling_cohere2_vision.py",
         "src/transformers/models/deepseek_vl/modeling_deepseek_vl.py",
         "src/transformers/models/fast_vlm/modeling_fast_vlm.py",
         "src/transformers/models/florence2/modeling_florence2.py",
         "src/transformers/models/fuyu/modeling_fuyu.py",
-        "src/transformers/models/glm46v/modeling_glm46v.py"
+        "src/transformers/models/glm46v/modeling_glm46v.py",
+        "src/transformers/models/got_ocr2/modeling_got_ocr2.py"
       ],
       "shared_directories": [
-        "src/transformers/models/chameleon",
         "src/transformers/models/fast_vlm",
         "src/transformers/models/florence2",
         "src/transformers/models/mistral3",
         "src/transformers/models/vipllava",
-        "src/transformers/models/aya_vision",
         "src/transformers/models/blip_2",
-        "src/transformers/models/cohere2_vision"
+        "src/transformers/models/chameleon",
+        "src/transformers/models/cohere2_vision",
+        "src/transformers/models/glm46v"
       ],
       "pairwise": [
         {
@@ -3025,7 +3101,7 @@
         44550
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.366,
+      "average_similarity": 0.365,
       "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -3054,7 +3130,7 @@
         {
           "left_pr_number": 44407,
           "right_pr_number": 44550,
-          "similarity": 0.36,
+          "similarity": 0.359,
           "content_similarity": 0.094,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
@@ -3070,7 +3146,7 @@
           "left_pr_number": 33686,
           "right_pr_number": 44407,
           "similarity": 0.349,
-          "content_similarity": 0.08,
+          "content_similarity": 0.079,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3433,6 +3509,47 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45639-2",
+      "pr_numbers": [
+        45639,
+        45645
+      ],
+      "representative_pr_number": 45639,
+      "average_similarity": 0.777,
+      "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",
+        "src/transformers/testing_utils.py"
+      ],
+      "shared_directories": [
+        "tests/utils",
+        "src/transformers",
+        "tests",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45639,
+          "right_pr_number": 45645,
+          "similarity": 0.777,
+          "content_similarity": 0.837,
+          "size_similarity": 0.646,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.893,
+          "shared_filenames": [
+            "src/transformers/testing_utils.py",
+            "tests/utils/test_testing_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-43543-2",
       "pr_numbers": [
@@ -3440,22 +3557,22 @@
         43775
       ],
       "representative_pr_number": 43543,
-      "average_similarity": 0.82,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`; representative PR #43543.",
+      "average_similarity": 0.775,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/models/jetmoe/modeling_jetmoe.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`, `src/transformers/models/jamba/modeling_jamba.py`; representative PR #43543.",
       "shared_filenames": [
         "src/transformers/models/jetmoe/modeling_jetmoe.py",
-        "src/transformers/models/dbrx/modeling_dbrx.py",
         "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
         "src/transformers/models/jamba/modeling_jamba.py",
         "src/transformers/models/minimax_m2/modeling_minimax_m2.py",
         "src/transformers/models/phimoe/modeling_phimoe.py",
+        "src/transformers/models/dbrx/modeling_dbrx.py",
         "src/transformers/models/flex_olmo/modeling_flex_olmo.py",
         "src/transformers/models/mixtral/modeling_mixtral.py"
       ],
       "shared_directories": [
         "src/transformers/models/jetmoe",
-        "src/transformers/models/dbrx",
         "src/transformers/models/phimoe",
+        "src/transformers/models/dbrx",
         "src/transformers/models/ernie4_5_moe",
         "src/transformers/models/jamba",
         "src/transformers/models/flex_olmo",
@@ -3466,11 +3583,11 @@
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+          "similarity": 0.775,
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+          "breadth_similarity": 0.811,
+          "concentration_similarity": 0.996,
           "shared_filenames": [
             "src/transformers/models/dbrx/modeling_dbrx.py",
             "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
@@ -3498,47 +3615,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-45639-2",
-      "pr_numbers": [
-        45639,
-        45645
-      ],
-      "representative_pr_number": 45639,
-      "average_similarity": 0.777,
-      "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",
-        "src/transformers/testing_utils.py"
-      ],
-      "shared_directories": [
-        "tests/utils",
-        "src/transformers",
-        "tests",
-        "src"
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-          "shared_filenames": [
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-            "tests/utils/test_testing_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "tests/utils",
-            "src",
-            "tests"
-          ]
-        }
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-    },
     {
       "cluster_id": "pr-scope-45606-2",
       "pr_numbers": [
@@ -3576,41 +3652,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-44893-2",
-      "pr_numbers": [
-        44893,
-        46173
-      ],
-      "representative_pr_number": 44893,
-      "average_similarity": 0.738,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.",
-      "shared_filenames": [
-        "src/transformers/cache_utils.py"
-      ],
-      "shared_directories": [
-        "src/transformers",
-        "src"
-      ],
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-        {
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-          "concentration_similarity": 1.0,
-          "shared_filenames": [
-            "src/transformers/cache_utils.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-44794-2",
       "pr_numbers": [
@@ -3618,14 +3659,14 @@
         45977
       ],
       "representative_pr_number": 44794,
-      "average_similarity": 0.726,
-      "summary": "2 open PRs share weighted file overlap around `docs/source/en/gguf.md`, `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`; representative PR #44794.",
+      "average_similarity": 0.738,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`, `src/transformers/quantizers/quantizer_gguf.py`; representative PR #44794.",
       "shared_filenames": [
-        "docs/source/en/gguf.md",
         "src/transformers/integrations/gguf_dequant.py",
         "src/transformers/quantizers/__init__.py",
         "src/transformers/quantizers/quantizer_gguf.py",
         "tests/quantization/ggml/test_gguf_arch_coverage.py",
+        "docs/source/en/gguf.md",
         "src/transformers/gguf_conversion_ops.py",
         "src/transformers/modeling_gguf_pytorch_utils.py",
         "src/transformers/modeling_utils.py"
@@ -3644,11 +3685,11 @@
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           "left_pr_number": 44794,
           "right_pr_number": 45977,
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-          "size_similarity": 0.608,
-          "breadth_similarity": 0.757,
-          "concentration_similarity": 0.83,
+          "similarity": 0.738,
+          "content_similarity": 0.75,
+          "size_similarity": 0.619,
+          "breadth_similarity": 0.781,
+          "concentration_similarity": 0.835,
           "shared_filenames": [
             "docs/source/en/gguf.md",
             "src/transformers/gguf_conversion_ops.py",
@@ -3674,6 +3715,41 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-44893-2",
+      "pr_numbers": [
+        44893,
+        46173
+      ],
+      "representative_pr_number": 44893,
+      "average_similarity": 0.738,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.",
+      "shared_filenames": [
+        "src/transformers/cache_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
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+        {
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+          "size_similarity": 0.222,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-41901-2",
       "pr_numbers": [
@@ -3681,7 +3757,7 @@
         45523
       ],
       "representative_pr_number": 41901,
-      "average_similarity": 0.718,
+      "average_similarity": 0.716,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.",
       "shared_filenames": [
         "src/transformers/integrations/executorch.py"
@@ -3695,8 +3771,8 @@
         {
           "left_pr_number": 41901,
           "right_pr_number": 45523,
-          "similarity": 0.718,
-          "content_similarity": 0.778,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3755,7 +3831,7 @@
         43469
       ],
       "representative_pr_number": 41441,
-      "average_similarity": 0.67,
+      "average_similarity": 0.671,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
       "shared_filenames": [
         "src/transformers/hf_argparser.py"
@@ -3768,7 +3844,7 @@
         {
           "left_pr_number": 41441,
           "right_pr_number": 43469,
-          "similarity": 0.67,
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           "breadth_similarity": 0.5,
@@ -3827,7 +3903,7 @@
         46174
       ],
       "representative_pr_number": 45932,
-      "average_similarity": 0.597,
+      "average_similarity": 0.596,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/aimv2/modeling_aimv2.py`; representative PR #45932.",
       "shared_filenames": [
         "src/transformers/models/vit_mae/modeling_vit_mae.py",
@@ -3841,8 +3917,8 @@
       ],
       "shared_directories": [
         "src/transformers/models/vit_mae",
-        "src/transformers/models/aimv2",
         "src/transformers/models/deimv2",
+        "src/transformers/models/aimv2",
         "src/transformers/models/pp_doclayout_v2",
         "src/transformers/models/d_fine",
         "src/transformers/models/pp_doclayout_v3",
@@ -3853,8 +3929,8 @@
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           "left_pr_number": 45932,
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           "breadth_similarity": 0.679,
           "concentration_similarity": 0.916,
@@ -3884,6 +3960,39 @@
         }
       ]
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+    {
+      "cluster_id": "pr-scope-43424-2",
+      "pr_numbers": [
+        43424,
+        46360
+      ],
+      "representative_pr_number": 43424,
+      "average_similarity": 0.583,
+      "summary": "2 open PRs share weighted file overlap around `tests/test_executorch.py`; representative PR #43424.",
+      "shared_filenames": [
+        "tests/test_executorch.py"
+      ],
+      "shared_directories": [
+        "tests"
+      ],
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+            "tests"
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     {
       "cluster_id": "pr-scope-44228-2",
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@@ -3907,7 +4016,7 @@
           "left_pr_number": 44228,
           "right_pr_number": 46324,
           "similarity": 0.569,
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           "breadth_similarity": 0.583,
           "concentration_similarity": 0.926,
@@ -4004,7 +4113,7 @@
         46293
       ],
       "representative_pr_number": 41458,
-      "average_similarity": 0.515,
+      "average_similarity": 0.514,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/hub_kernels.py`; representative PR #41458.",
       "shared_filenames": [
         "src/transformers/integrations/hub_kernels.py"
@@ -4018,8 +4127,8 @@
         {
           "left_pr_number": 41458,
           "right_pr_number": 46293,
-          "similarity": 0.515,
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           "breadth_similarity": 0.225,
           "concentration_similarity": 0.667,
@@ -4061,7 +4170,7 @@
         "src/transformers/models/data2vec",
         "src/transformers/models/hubert",
         "src/transformers/models/sew_d",
-        "src/transformers/models/wav2vec2_conformer"
+        "src/transformers/models/sew"
       ],
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         {
@@ -4155,7 +4264,7 @@
         45128
       ],
       "representative_pr_number": 45056,
-      "average_similarity": 0.503,
+      "average_similarity": 0.504,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.",
       "shared_filenames": [
         "src/transformers/utils/auto_docstring.py"
@@ -4169,8 +4278,8 @@
         {
           "left_pr_number": 45056,
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-          "similarity": 0.503,
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           "breadth_similarity": 0.875,
           "concentration_similarity": 0.724,
@@ -4430,45 +4539,6 @@
         }
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-      "pr_numbers": [
-        41855,
-        46330
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-      "representative_pr_number": 41855,
-      "average_similarity": 0.461,
-      "summary": "2 open PRs share weighted file overlap around `tests/test_tokenization_mistral_common.py`, `src/transformers/tokenization_mistral_common.py`; representative PR #41855.",
-      "shared_filenames": [
-        "tests/test_tokenization_mistral_common.py",
-        "src/transformers/tokenization_mistral_common.py"
-      ],
-      "shared_directories": [
-        "src/transformers",
-        "tests",
-        "src"
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-          "shared_filenames": [
-            "src/transformers/tokenization_mistral_common.py",
-            "tests/test_tokenization_mistral_common.py"
-          ],
-          "shared_directories": [
-            "src/transformers",
-            "src",
-            "tests"
-          ]
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     {
       "cluster_id": "pr-scope-46127-2",
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@@ -4476,7 +4546,7 @@
         46257
       ],
       "representative_pr_number": 46127,
-      "average_similarity": 0.447,
+      "average_similarity": 0.453,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_v4/modeling_deepseek_v4.py`; representative PR #46127.",
       "shared_filenames": [
         "src/transformers/models/deepseek_v4/modeling_deepseek_v4.py"
@@ -4491,8 +4561,8 @@
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           "left_pr_number": 46127,
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-          "similarity": 0.447,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -4610,6 +4680,41 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-44606-2",
+      "pr_numbers": [
+        44606,
+        45086
+      ],
+      "representative_pr_number": 44606,
+      "average_similarity": 0.411,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.",
+      "shared_filenames": [
+        "src/transformers/tokenization_utils_tokenizers.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src"
+      ],
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+        {
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+          "similarity": 0.411,
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+          "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"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-46099-2",
       "pr_numbers": [
@@ -4617,7 +4722,7 @@
         46269
       ],
       "representative_pr_number": 46099,
-      "average_similarity": 0.411,
+      "average_similarity": 0.41,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/apertus/configuration_apertus.py`, `src/transformers/models/apertus/modular_apertus.py`, `src/transformers/models/arcee/modular_arcee.py`; representative PR #46099.",
       "shared_filenames": [
         "src/transformers/models/apertus/configuration_apertus.py",
@@ -4630,10 +4735,10 @@
         "src/transformers/models/exaone4/configuration_exaone4.py"
       ],
       "shared_directories": [
-        "src/transformers/models/granite4_vision",
         "src/transformers/models/hyperclovax",
         "src/transformers/models/apertus",
         "src/transformers/models/cohere2",
+        "src/transformers/models/granite4_vision",
         "src/transformers/models/helium",
         "src/transformers/models/hrm_text",
         "src/transformers/models/ministral3",
@@ -4643,8 +4748,8 @@
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           "concentration_similarity": 0.796,
@@ -4675,41 +4780,6 @@
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-      "average_similarity": 0.41,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.",
-      "shared_filenames": [
-        "src/transformers/tokenization_utils_tokenizers.py"
-      ],
-      "shared_directories": [
-        "src/transformers",
-        "src"
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-            "src/transformers",
-            "src"
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     {
       "cluster_id": "pr-scope-42655-2",
       "pr_numbers": [
@@ -4808,6 +4878,39 @@
         }
       ]
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+    {
+      "cluster_id": "pr-scope-46019-2",
+      "pr_numbers": [
+        46019,
+        46357
+      ],
+      "representative_pr_number": 46019,
+      "average_similarity": 0.36,
+      "summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #46019.",
+      "shared_filenames": [],
+      "shared_directories": [
+        "docs/source/en",
+        "docs/source",
+        "docs"
+      ],
+      "pairwise": [
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+          "size_similarity": 0.915,
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+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "docs/source/en",
+            "docs/source",
+            "docs"
+          ]
+        }
+      ]
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