Refresh transformers dataset snapshot 20260515T120027Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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@@ -15113,6 +15200,63 @@
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@@ -15457,6 +15601,63 @@
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+      "name": "Arjun Srivastava",
+      "profile_url": "https://github.com/ArjunSrivastava1",
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       "name": "Arkadeep Dutta",
@@ -16084,63 +16285,6 @@
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@@ -16328,12 +16472,12 @@
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       "account_age_days": 407,
       "young_account": false,
       "follow_through_score": "weak",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260515T060029Z`
-- Generated: `2026-05-15T06:01:08Z`
+- Snapshot: `20260515T120027Z`
+- Generated: `2026-05-15T12:01:28Z`
 - Activity window: `60d`
-- Contributors: `352`
+- Contributors: `354`
 
 ## Summary
 
@@ -43,11 +43,11 @@
 | `jashshah999` | [profile](https://github.com/jashshah999) | no | CONTRIBUTOR | 2570d | `2026-02-25T22:23:20Z` | 8 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `s-zx` | [profile](https://github.com/s-zx) | no | NONE | 2020d | `2026-03-08T19:38:00Z` | 8 | 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 |
 | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 8 | 0 | mixed | moderate | low | targets high-star repos |
+| `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 7 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `hkc5` | [profile](https://github.com/hkc5) | no | NONE | 973d | `2026-03-19T12:33:00Z` | 7 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1648d | `2026-01-27T10:34:17Z` | 7 | 0 | mixed | moderate | low | targets high-star repos |
 | `Qubitium` | [profile](https://github.com/Qubitium) | no | CONTRIBUTOR | 5681d | `2025-10-03T18:23:49Z` | 7 | 0 | strong | moderate | low | extremely high recent PR volume |
-| `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3177d | `2024-08-30T13:38:48Z` | 6 | 2 | mixed | low | low | targets high-star repos |
-| `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 6 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
+| `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3177d | `2021-08-30T15:40:15Z` | 6 | 2 | mixed | low | low | targets high-star repos |
 | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 6 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `kchpp940` | [profile](https://github.com/kchpp940) | no | NONE | 375d | `2026-04-18T01:12:45Z` | 6 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `XciD` | [profile](https://github.com/XciD) | no | MEMBER | 4481d | `2026-05-14T05:53:53Z` | 6 | 0 | mixed | high | low | extremely high recent PR volume; broad repo spread |
@@ -63,7 +63,8 @@
 | `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 |
 | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 4 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `sirzechs66` | [profile](https://github.com/sirzechs66) | no | CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 3 | 1 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `TheShreyanshiDwivedi` | [profile](https://github.com/TheShreyanshiDwivedi) | yes | FIRST_TIME_CONTRIBUTOR | 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 |
 | `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3073d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | CONTRIBUTOR | 1230d | `2026-03-27T02:44:21Z` | 3 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `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 |
@@ -88,6 +89,7 @@
 | `asuryateja` | [profile](https://github.com/asuryateja) | no | CONTRIBUTOR | 1716d | `2026-03-26T21:05:17Z` | 2 | 0 | mixed | moderate | low | high open PR share |
 | `Brianzhengca` | [profile](https://github.com/Brianzhengca) | no | FIRST_TIME_CONTRIBUTOR | 3170d | `2026-04-11T21:41:32Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `catwell` | [profile](https://github.com/catwell) | no | FIRST_TIME_CONTRIBUTOR | 5907d | `2026-05-14T17:00:06Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `Chao1Han` | [profile](https://github.com/Chao1Han) | no | FIRST_TIME_CONTRIBUTOR | 1422d | `2026-05-14T09:13:18Z` | 2 | 0 | mixed | moderate | low | high open PR share |
 | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -150,7 +152,6 @@
 | `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3479d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread |
 | `vasanthrpjan1-boop` | [profile](https://github.com/vasanthrpjan1-boop) | no | CONTRIBUTOR | 254d | `2026-02-08T14:25:35Z` | 2 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1758d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
-| `yunhaoli24` | [profile](https://github.com/yunhaoli24) | no | NONE | 2225d | `2026-03-12T04:46:19Z` | 2 | 0 | weak | moderate | low | targets high-star repos |
 | `zvik` | [profile](https://github.com/zvik) | no | FIRST_TIME_CONTRIBUTOR | 4383d | `2026-03-03T07:50:39Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
 | `artem-spector` | [profile](https://github.com/artem-spector) | no | CONTRIBUTOR | 4093d | `2026-04-13T13:31:01Z` | 1 | 2 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `baonudesifeizhai` | [profile](https://github.com/baonudesifeizhai) | no | FIRST_TIME_CONTRIBUTOR | 1781d | `2026-02-10T01:32:32Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -210,12 +211,14 @@
 | `Aktharnvdv` | [profile](https://github.com/Aktharnvdv) | no | NONE | 1965d | `2026-05-05T15:06:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `aliyevaladddin` | [profile](https://github.com/aliyevaladddin) | no | FIRST_TIME_CONTRIBUTOR | 334d | `2026-04-23T20:22:49Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `AlrIsmail` | [profile](https://github.com/AlrIsmail) | no | FIRST_TIME_CONTRIBUTOR | 1299d | `2026-04-26T14:26:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `amanv0007` | [profile](https://github.com/amanv0007) | yes | FIRST_TIME_CONTRIBUTOR | 549d | `2026-05-15T06:25:42Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `anagnorisis2peripeteia` | [profile](https://github.com/anagnorisis2peripeteia) | no | FIRST_TIME_CONTRIBUTOR | 1130d | `2026-05-07T07:28:52Z` | 1 | 0 | weak | high | low | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | NONE | 9d | `2026-04-22T13:14:19Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `andreay99` | [profile](https://github.com/andreay99) | no | NONE | 1374d | `2026-05-09T02:34:44Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `andrewor14` | [profile](https://github.com/andrewor14) | no | CONTRIBUTOR | 4996d | `2026-04-08T15:42:16Z` | 1 | 0 | strong | moderate | low | — |
 | `anshuS1310` | [profile](https://github.com/anshuS1310) | no | CONTRIBUTOR | 149d | `2026-03-21T09:59:07Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
 | `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 |
+| `ArjunSrivastava1` | [profile](https://github.com/ArjunSrivastava1) | yes | FIRST_TIME_CONTRIBUTOR | 430d | `2026-05-07T18:36:08Z` | 1 | 0 | weak | moderate | low | high open PR share |
 | `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 |
 | `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 |
 | `avarga1` | [profile](https://github.com/avarga1) | no | NONE | 2176d | `2026-04-07T02:22:26Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
@@ -227,11 +230,10 @@
 | `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5188d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | NONE | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Caromisc` | [profile](https://github.com/Caromisc) | no | CONTRIBUTOR | 2207d | `2026-05-07T11:04:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Chao1Han` | [profile](https://github.com/Chao1Han) | no | FIRST_TIME_CONTRIBUTOR | 1422d | `2026-05-14T09:13:18Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `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 |
 | `code-runner77` | [profile](https://github.com/code-runner77) | no | FIRST_TIMER | 194d | `2026-03-29T17:28:59Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `damodharg6` | [profile](https://github.com/damodharg6) | yes | 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 |
+| `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 |
 | `DavidSolanas` | [profile](https://github.com/DavidSolanas) | no | FIRST_TIME_CONTRIBUTOR | 2757d | `2026-04-15T08:44:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -1181,6 +1183,29 @@ Example artifacts:
 - [PR #45626: [Model] Add PP-FormulaNet Model Support](https://github.com/huggingface/transformers/pull/45626) — closed, merged
 - [PR #45562: Updated the image cache for Paddle models according to the latest API](https://github.com/huggingface/transformers/pull/45562) — closed, merged
 
+### `AmineDiro`
+
+- profile: [github.com/AmineDiro](https://github.com/AmineDiro)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAmineDiro)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAmineDiro)
+- repo first seen: `2026-04-14T15:35:56Z`
+- repo last seen: `2026-05-15T10:07:41Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **7 PRs / 0 issues**
+- snapshot discussion activity: **15 comments / 10 reviews / 10 review comments**
+- account age: **3865 days**
+- recent public PR activity: **17 PRs** (8 merged / 1 closed-unmerged / 8 open; merged rate **47%**, closed-unmerged rate **6%**, open rate **47%**)
+- public orgs: `huggingface`
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #45994: Trainer.compute_loss: fix loss over-counting under TP and EP-as-TP](https://github.com/huggingface/transformers/pull/45994) — open
+- [PR #45662: Fix EP + FSDP2: experts silently overwritten by rank-0 broadcast](https://github.com/huggingface/transformers/pull/45662) — open
+- [PR #45649: Fix OOM regression for FSDP2 + cpu_ram_efficient_loading on large models](https://github.com/huggingface/transformers/pull/45649) — open
+
 ### `hkc5`
 
 - profile: [github.com/hkc5](https://github.com/hkc5)
@@ -1210,12 +1235,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJJJYmmm)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJJJYmmm)
 - repo first seen: `2026-01-27T10:34:17Z`
-- repo last seen: `2026-05-14T07:42:59Z`
+- repo last seen: `2026-05-15T12:00:21Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **19 comments / 44 reviews / 44 review comments**
+- snapshot discussion activity: **20 comments / 44 reviews / 44 review comments**
 - account age: **1648 days**
 - recent public PR activity: **11 PRs** (9 merged / 2 closed-unmerged / 0 open; merged rate **82%**, closed-unmerged rate **18%**, open rate **0%**)
 - public orgs: none visible
@@ -1255,13 +1280,13 @@ Example artifacts:
 - profile: [github.com/LysandreJik](https://github.com/LysandreJik)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALysandreJik)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALysandreJik)
-- repo first seen: `2024-08-30T13:38:48Z`
+- repo first seen: `2021-08-30T15:40:15Z`
 - repo last seen: `2026-04-27T08:33:33Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **6 PRs / 2 issues**
-- snapshot discussion activity: **15 comments / 28 reviews / 42 review comments**
+- snapshot discussion activity: **15 comments / 29 reviews / 42 review comments**
 - account age: **3177 days**
 - recent public PR activity: **7 PRs** (5 merged / 1 closed-unmerged / 1 open; merged rate **71%**, closed-unmerged rate **14%**, open rate **14%**)
 - public orgs: `conda-forge`, `huggingface`, `ProjectBlackFalcon`, `PyTorch-Community-Voices`, `PyTorch-GitHub-Badge-Ecosystem-Day`, `Hugging-Face-Supporter`, `Hugging-Face-Helping-Hand`
@@ -1275,29 +1300,6 @@ Example artifacts:
 - [Issue #43489: Transformers' version 5 is out!](https://github.com/huggingface/transformers/issues/43489) — closed
 - [Issue #40822: Welcome v5](https://github.com/huggingface/transformers/issues/40822) — closed
 
-### `AmineDiro`
-
-- profile: [github.com/AmineDiro](https://github.com/AmineDiro)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAmineDiro)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAmineDiro)
-- repo first seen: `2026-04-14T15:35:56Z`
-- repo last seen: `2026-05-13T08:50:02Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **15 comments / 10 reviews / 10 review comments**
-- account age: **3865 days**
-- recent public PR activity: **17 PRs** (8 merged / 1 closed-unmerged / 8 open; merged rate **47%**, closed-unmerged rate **6%**, open rate **47%**)
-- public orgs: `huggingface`
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45662: Fix EP + FSDP2: experts silently overwritten by rank-0 broadcast](https://github.com/huggingface/transformers/pull/45662) — open
-- [PR #45649: Fix OOM regression for FSDP2 + cpu_ram_efficient_loading on large models](https://github.com/huggingface/transformers/pull/45649) — open
-- [PR #45578: Remove attribute_map from GptOssConfig](https://github.com/huggingface/transformers/pull/45578) — open
-
 ### `Charly21r`
 
 - profile: [github.com/Charly21r](https://github.com/Charly21r)
@@ -1647,18 +1649,41 @@ Example artifacts:
 - [PR #45500: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757) latest](https://github.com/huggingface/transformers/pull/45500) — closed, draft
 - [PR #45118: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757)](https://github.com/huggingface/transformers/pull/45118) — closed
 
+### `TheShreyanshiDwivedi`
+
+- profile: [github.com/TheShreyanshiDwivedi](https://github.com/TheShreyanshiDwivedi)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ATheShreyanshiDwivedi)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ATheShreyanshiDwivedi)
+- repo first seen: `2026-05-15T10:01:57Z`
+- repo last seen: `2026-05-15T10:02:34Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_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: **87 days**
+- recent public PR activity: **4 PRs** (0 merged / 0 closed-unmerged / 4 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 #45993: fix: enable _supports_flash_attn_2 for EOMT](https://github.com/huggingface/transformers/pull/45993) — open
+- [PR #45992: perf: replace degenerate Conv3d with Linear in Qwen VL patch embedding](https://github.com/huggingface/transformers/pull/45992) — open
+- [PR #45991: feat: enable Flash Attention 2 for T5Gemma2](https://github.com/huggingface/transformers/pull/45991) — open
+
 ### `Abineshabee`
 
 - profile: [github.com/Abineshabee](https://github.com/Abineshabee)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbineshabee)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbineshabee)
 - repo first seen: `2026-04-13T08:59:27Z`
-- repo last seen: `2026-05-13T02:27:22Z`
+- repo last seen: `2026-05-15T07:13:16Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **3 PRs / 1 issues**
-- snapshot discussion activity: **15 comments / 0 reviews / 0 review comments**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **3 PRs / 2 issues**
+- snapshot discussion activity: **16 comments / 0 reviews / 0 review comments**
 - account age: **1453 days**
 - recent public PR activity: **7 PRs** (3 merged / 3 closed-unmerged / 1 open; merged rate **43%**, closed-unmerged rate **43%**, open rate **14%**)
 - public orgs: none visible
@@ -1669,6 +1694,7 @@ Example artifacts:
 - [PR #45860: fix(text-generation): use token-level slicing for return_full_text=Fa…](https://github.com/huggingface/transformers/pull/45860) — closed, merged
 - [PR #45808: 🚨 [Fuyu] Remove FuyuBatchFeature subclass, use BatchFeature with skip_tensor_conversion](https://github.com/huggingface/transformers/pull/45808) — closed, merged
 - [PR #45601: fix: compute auxiliary losses when denoising is disabled in D-FINE](https://github.com/huggingface/transformers/pull/45601) — closed, merged
+- [Issue #45987: [Bug] StaticCache.get_seq_length() returns shape-(1,) Tensor despite -> int contract](https://github.com/huggingface/transformers/issues/45987) — open
 - [Issue #45803: [Bug] Bare `except:` in FuyuBatchFeature.convert_to_tensors() swallows KeyboardInterrupt and hides real errors](https://github.com/huggingface/transformers/issues/45803) — closed
 
 ### `Cursx`
@@ -2230,6 +2256,28 @@ Example artifacts:
 - [PR #45982: no empty label when Grounding Dino detects nothing](https://github.com/huggingface/transformers/pull/45982) — open
 - [PR #45980: tokenizer: decoding an empty batch returns an empty list](https://github.com/huggingface/transformers/pull/45980) — closed
 
+### `Chao1Han`
+
+- profile: [github.com/Chao1Han](https://github.com/Chao1Han)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AChao1Han)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AChao1Han)
+- repo first seen: `2026-05-14T09:13:18Z`
+- repo last seen: `2026-05-15T09:05:30Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1422 days**
+- recent public PR activity: **22 PRs** (8 merged / 2 closed-unmerged / 12 open; merged rate **36%**, closed-unmerged rate **9%**, open rate **55%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #45989: [Llama4] Adopt `@use_experts_implementation` standard interface](https://github.com/huggingface/transformers/pull/45989) — open
+- [PR #45976: Fix `MoeTensorParalellExperts` crash for Llama4 pre-weighted MoE experts (EP support)](https://github.com/huggingface/transformers/pull/45976) — open
+
 ### `curnane-lab`
 
 - profile: [github.com/curnane-lab](https://github.com/curnane-lab)
@@ -3617,28 +3665,6 @@ Example artifacts:
 - [PR #45353: add kwargs to all methods in the CallbackHandler class](https://github.com/huggingface/transformers/pull/45353) — closed, merged
 - [PR #44583: fix load_best_model_checkpoint_at_end do not load the best model chec…](https://github.com/huggingface/transformers/pull/44583) — closed, merged
 
-### `yunhaoli24`
-
-- profile: [github.com/yunhaoli24](https://github.com/yunhaoli24)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ayunhaoli24)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ayunhaoli24)
-- repo first seen: `2026-03-12T04:46:19Z`
-- repo last seen: `2026-03-16T06:00:47Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2225 days**
-- recent public PR activity: **6 PRs** (2 merged / 2 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #44736: fix: resolve false-positive regex warning for non-mistral models](https://github.com/huggingface/transformers/pull/44736) — closed
-- [PR #44618: fix: Add BOS/EOS tokens by default for DeBERTa v2 tokenizer](https://github.com/huggingface/transformers/pull/44618) — closed
-
 ### `zvik`
 
 - profile: [github.com/zvik](https://github.com/zvik)
@@ -4930,6 +4956,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45651: [Trainer] Optimize LengthGroupedSampler computation with select_columns and tqdm](https://github.com/huggingface/transformers/pull/45651) — open
 
+### `amanv0007`
+
+- profile: [github.com/amanv0007](https://github.com/amanv0007)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aamanv0007)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aamanv0007)
+- repo first seen: `2026-05-15T06:25:42Z`
+- repo last seen: `2026-05-15T06:25:42Z`
+- 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: **549 days**
+- recent public PR activity: **4 PRs** (0 merged / 0 closed-unmerged / 4 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 #45986: Fix MLX backend detection to respect HF_USE_MLX environment variable](https://github.com/huggingface/transformers/pull/45986) — open
+
 ### `anagnorisis2peripeteia`
 
 - profile: [github.com/anagnorisis2peripeteia](https://github.com/anagnorisis2peripeteia)
@@ -5056,6 +5103,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45345: Fix ByteLevel-BPE tokenizers silently breaking in `LlamaTokenizer`](https://github.com/huggingface/transformers/pull/45345) — closed
 
+### `ArjunSrivastava1`
+
+- profile: [github.com/ArjunSrivastava1](https://github.com/ArjunSrivastava1)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArjunSrivastava1)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArjunSrivastava1)
+- repo first seen: `2026-05-07T18:36:08Z`
+- repo last seen: `2026-05-15T08:43:02Z`
+- 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: **20 comments / 0 reviews / 0 review comments**
+- account age: **430 days**
+- recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #45988: docs: Fix formatting issues in weightconverter.md](https://github.com/huggingface/transformers/pull/45988) — open
+
 ### `ArkaD171717`
 
 - profile: [github.com/ArkaD171717](https://github.com/ArkaD171717)
@@ -5287,27 +5355,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45824: fix: correct typo 'seperate' -> 'separate' in comments across multipl…](https://github.com/huggingface/transformers/pull/45824) — closed, merged
 
-### `Chao1Han`
-
-- profile: [github.com/Chao1Han](https://github.com/Chao1Han)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AChao1Han)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AChao1Han)
-- repo first seen: `2026-05-14T09:13:18Z`
-- repo last seen: `2026-05-14T09:13:18Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1422 days**
-- recent public PR activity: **22 PRs** (8 merged / 2 closed-unmerged / 12 open; merged rate **36%**, closed-unmerged rate **9%**, open rate **55%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #45976: Fix `MoeTensorParalellExperts` crash for Llama4 pre-weighted MoE experts (EP support)](https://github.com/huggingface/transformers/pull/45976) — open
-
 ### `chirag-gupta-07`
 
 - profile: [github.com/chirag-gupta-07](https://github.com/chirag-gupta-07)
@@ -5378,7 +5425,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adamodharg6)
 - repo first seen: `2026-05-15T03:01:55Z`
 - repo last seen: `2026-05-15T03:01:55Z`
-- 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 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e57fbffd5d550e2393208e24e42a4234a75a040e1bdbc869340a1d0d9eb51946
-size 62703
+oid sha256:48799a903eb96e62a96414d06819fd9021a1038c4e361ab8b17416d0a4ef09b3
+size 63110

pr-scope-clusters.json

@@ -1,11 +1,11 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260515T060029Z",
-  "generated_at": "2026-05-15T06:01:05Z",
-  "cluster_count": 51,
+  "snapshot_id": "20260515T120027Z",
+  "generated_at": "2026-05-15T12:01:19Z",
+  "cluster_count": 52,
   "pr_scope_clusters": [
     {
-      "cluster_id": "pr-scope-43636-10",
+      "cluster_id": "pr-scope-43636-11",
       "pr_numbers": [
         43636,
         43651,
@@ -16,11 +16,12 @@
         44660,
         45055,
         45067,
-        45273
+        45273,
+        45994
       ],
       "representative_pr_number": 45067,
-      "average_similarity": 0.42,
-      "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
+      "average_similarity": 0.419,
+      "summary": "11 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
       "shared_filenames": [
         "src/transformers/trainer.py"
       ],
@@ -48,8 +49,8 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 45067,
-          "similarity": 0.615,
-          "content_similarity": 0.45,
+          "similarity": 0.612,
+          "content_similarity": 0.445,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -64,8 +65,8 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 43663,
-          "similarity": 0.541,
-          "content_similarity": 0.404,
+          "similarity": 0.538,
+          "content_similarity": 0.4,
           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -80,8 +81,8 @@
         {
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@@ -718,11 +879,11 @@
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@@ -734,11 +895,11 @@
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@@ -761,7 +922,7 @@
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@@ -775,7 +936,7 @@
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@@ -894,8 +1055,8 @@
         {
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         45668
       ],
       "representative_pr_number": 45546,
-      "average_similarity": 0.748,
+      "average_similarity": 0.749,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.",
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         {
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-          "content_similarity": 0.429,
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           "breadth_similarity": 0.657,
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@@ -1556,7 +1717,7 @@
         {
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+          "similarity": 0.423,
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@@ -1566,44 +1727,168 @@
           ],
           "shared_directories": [
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-            "src",
-            "tests"
+            "src",
+            "tests"
+          ]
+        },
+        {
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+          "size_similarity": 0.261,
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+          "concentration_similarity": 0.488,
+          "shared_filenames": [
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+            "tests/utils/test_core_model_loading.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
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+          "right_pr_number": 45666,
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+          "content_similarity": 0.158,
+          "size_similarity": 0.325,
+          "breadth_similarity": 0.845,
+          "concentration_similarity": 0.902,
+          "shared_filenames": [
+            "src/transformers/core_model_loading.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
+    {
+      "cluster_id": "pr-scope-44385-4",
+      "pr_numbers": [
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+        44615,
+        45524,
+        45986
+      ],
+      "representative_pr_number": 44615,
+      "average_similarity": 0.373,
+      "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
+      "shared_filenames": [
+        "src/transformers/utils/import_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers/utils",
+        "src/transformers",
+        "src"
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+          ],
+          "shared_directories": [
+            "src/transformers/utils",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "size_similarity": 0.371,
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+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/utils/import_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/utils",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44615,
+          "right_pr_number": 45986,
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+          "size_similarity": 0.057,
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+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers/utils",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "right_pr_number": 45524,
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+          "content_similarity": 0.243,
+          "size_similarity": 0.615,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+          "shared_directories": [
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+            "src/transformers",
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-            "src",
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@@ -1712,7 +1997,7 @@
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-      "average_similarity": 0.557,
+      "average_similarity": 0.558,
       "summary": "3 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #41606.",
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@@ -2185,6 +2470,94 @@
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+        45991
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+      "representative_pr_number": 45868,
+      "average_similarity": 0.456,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/t5gemma2/modular_t5gemma2.py`, `src/transformers/models/t5gemma2/modeling_t5gemma2.py`, `tests/models/t5gemma2/test_modeling_t5gemma2.py`; representative PR #45868.",
+      "shared_filenames": [
+        "src/transformers/models/t5gemma2/modular_t5gemma2.py",
+        "src/transformers/models/t5gemma2/modeling_t5gemma2.py",
+        "tests/models/t5gemma2/test_modeling_t5gemma2.py"
+      ],
+      "shared_directories": [
+        "src/transformers/models/t5gemma2",
+        "src/transformers/models",
+        "src/transformers",
+        "src",
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+        "tests/models",
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+          "concentration_similarity": 0.907,
+          "shared_filenames": [
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+            "src/transformers/models/t5gemma2/modular_t5gemma2.py"
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+          "shared_directories": [
+            "src/transformers/models/t5gemma2",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "right_pr_number": 45868,
+          "similarity": 0.485,
+          "content_similarity": 0.356,
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+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.936,
+          "shared_filenames": [
+            "src/transformers/models/t5gemma2/modeling_t5gemma2.py",
+            "src/transformers/models/t5gemma2/modular_t5gemma2.py",
+            "tests/models/t5gemma2/test_modeling_t5gemma2.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/t5gemma2",
+            "src/transformers/models",
+            "tests/models/t5gemma2",
+            "src/transformers",
+            "tests/models",
+            "src",
+            "tests"
+          ]
+        },
+        {
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+          "right_pr_number": 45991,
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+          "content_similarity": 0.192,
+          "size_similarity": 0.172,
+          "breadth_similarity": 0.583,
+          "concentration_similarity": 0.843,
+          "shared_filenames": [
+            "src/transformers/models/t5gemma2/modeling_t5gemma2.py",
+            "src/transformers/models/t5gemma2/modular_t5gemma2.py"
+          ],
+          "shared_directories": [
+            "src/transformers/models/t5gemma2",
+            "src/transformers/models",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
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@@ -2291,34 +2664,34 @@
         45827
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-      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/glm46v/modeling_glm46v.py`, `src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py`, `src/transformers/models/glm4v/modeling_glm4v.py`; representative PR #45783.",
+      "average_similarity": 0.424,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/models/glm46v/modeling_glm46v.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #45783.",
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         "src/transformers/models/glm4v/modeling_glm4v.py",
         "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
+        "src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py",
         "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
         "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py",
-        "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py",
-        "src/transformers/models/qwen2_vl/modeling_qwen2_vl.py"
+        "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
+        "src/transformers/models/glm4v/modular_glm4v.py"
       ],
       "shared_directories": [
         "src/transformers/models/glm46v",
         "src/transformers/models/glm_ocr",
-        "src/transformers/models/paddleocr_vl",
         "src/transformers/models/glm4v",
+        "src/transformers/models/paddleocr_vl",
         "src/transformers/models/qwen2_5_omni",
         "src/transformers/models/qwen3_5_moe",
-        "src/transformers/models/qwen3_vl",
-        "src/transformers/models/glm4v_moe"
+        "src/transformers/models/glm4v_moe",
+        "src/transformers/models/qwen3_5"
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         {
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@@ -2350,8 +2723,8 @@
         {
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@@ -2383,8 +2756,8 @@
         {
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-          "similarity": 0.349,
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@@ -2437,7 +2810,7 @@
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           "concentration_similarity": 1.0,
@@ -2453,7 +2826,7 @@
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           "breadth_similarity": 0.75,
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@@ -2469,7 +2842,7 @@
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2483,78 +2856,6 @@
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-      "average_similarity": 0.401,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
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