Refresh transformers dataset snapshot 20260508T180023Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+- latest snapshot: `20260508T180023Z`
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+            "number": 43682,
+            "title": "`torch.compile` and `torch.export` helper function to be moved from `import_utils`",
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-            "url": "https://github.com/huggingface/transformers/issues/44514",
+            "number": 43317,
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@@ -4282,12 +4282,12 @@
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@@ -18036,63 +18036,6 @@
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@@ -19803,6 +19746,63 @@
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@@ -21606,7 +21606,7 @@
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@@ -21638,8 +21638,8 @@
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@@ -21837,7 +21837,7 @@
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new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260508T120022Z`
-- Generated: `2026-05-08T12:01:39Z`
+- Snapshot: `20260508T180023Z`
+- Generated: `2026-05-08T18:01:45Z`
 - Activity window: `60d`
 - Contributors: `361`
 
@@ -15,10 +15,10 @@
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 76 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 71 | 4 | 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` | 50 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2025-01-06T17:52:26Z` | 44 | 1 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
+| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2025-01-06T17:52:26Z` | 45 | 1 | 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` | 43 | 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` | 43 | 1 | mixed | low | low | targets high-star repos |
-| `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 39 | 0 | strong | low | low | targets high-star repos |
+| `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 40 | 0 | strong | low | low | targets high-star repos |
 | `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 32 | 20 | strong | low | low | targets high-star repos |
 | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 29 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
 | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-10-03T15:26:01Z` | 27 | 0 | strong | low | low | targets high-star repos |
@@ -27,8 +27,8 @@
 | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 20 | 0 | strong | low | low | targets high-star repos |
 | `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2949d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 35d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 17 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 17 | 3 | strong | low | low | — |
-| `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 16 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 16 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-12-16T08:22:52Z` | 16 | 1 | strong | moderate | low | targets high-star repos |
 | `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 15 | 0 | strong | moderate | low | — |
@@ -262,7 +262,6 @@
 | `hemantmm` | [profile](https://github.com/hemantmm) | no | NONE | 1646d | `2026-03-23T16:29:46Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `henloworldowo` | [profile](https://github.com/henloworldowo) | no | FIRST_TIMER | 2d | `2026-05-04T05:53:33Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `heycorgi` | [profile](https://github.com/heycorgi) | no | NONE | 1515d | `2026-03-23T15:33:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `himani27301` | [profile](https://github.com/himani27301) | no | FIRST_TIME_CONTRIBUTOR | 108d | `2026-03-09T15:46:14Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `Hyungkeun-Park-Nota` | [profile](https://github.com/Hyungkeun-Park-Nota) | no | CONTRIBUTOR | 421d | `2026-03-25T01:19:59Z` | 1 | 0 | mixed | low | low | — |
 | `i3hz` | [profile](https://github.com/i3hz) | no | CONTRIBUTOR | 961d | `2026-02-18T04:04:37Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `IgnazioDS` | [profile](https://github.com/IgnazioDS) | no | NONE | 1078d | `2026-03-30T19:13:52Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
@@ -293,6 +292,7 @@
 | `lvliang-intel` | [profile](https://github.com/lvliang-intel) | no | CONTRIBUTOR | 1455d | `2026-04-17T14:12:41Z` | 1 | 0 | mixed | low | low | — |
 | `maanas1234` | [profile](https://github.com/maanas1234) | no | CONTRIBUTOR | 584d | `2026-03-31T17:31:37Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `madhav1k` | [profile](https://github.com/madhav1k) | no | FIRST_TIME_CONTRIBUTOR | 2059d | `2026-04-06T17:47:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Mamiglia` | [profile](https://github.com/Mamiglia) | yes | FIRST_TIME_CONTRIBUTOR | 3093d | `2026-05-08T16:06:43Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `marvinzh` | [profile](https://github.com/marvinzh) | no | CONTRIBUTOR | 4429d | `2026-04-07T06:49:34Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `mathceo` | [profile](https://github.com/mathceo) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-04-16T09:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-11-10T16:50:33Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
@@ -324,7 +324,7 @@
 | `rain-1` | [profile](https://github.com/rain-1) | no | CONTRIBUTOR | 3706d | `2026-03-10T07:09:07Z` | 1 | 0 | weak | low | low | high open PR share |
 | `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 1 | 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` | 1 | 0 | mixed | low | low | — |
-| `Ratwood98` | [profile](https://github.com/Ratwood98) | no | FIRST_TIME_CONTRIBUTOR | 1899d | `2026-05-07T23:30:45Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `Ratwood98` | [profile](https://github.com/Ratwood98) | no | CONTRIBUTOR | 1899d | `2026-05-07T23:30:45Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `RicardoLee510520` | [profile](https://github.com/RicardoLee510520) | no | FIRST_TIMER | 168d | `2026-03-19T06:30:53Z` | 1 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `RobTand` | [profile](https://github.com/RobTand) | no | NONE | 3405d | `2026-05-02T19:12:41Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `roycho96` | [profile](https://github.com/roycho96) | no | FIRST_TIME_CONTRIBUTOR | 2160d | `2026-03-20T15:08:32Z` | 1 | 0 | mixed | moderate | low | high open PR share |
@@ -451,12 +451,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp)
 - repo first seen: `2024-09-26T09:23:39Z`
-- repo last seen: `2026-05-08T11:35:35Z`
+- repo last seen: `2026-05-08T13:41:44Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **76**
 - snapshot authored PRs/issues: **76 PRs / 0 issues**
-- snapshot discussion activity: **521 comments / 769 reviews / 1802 review comments**
+- snapshot discussion activity: **523 comments / 771 reviews / 1804 review comments**
 - account age: **1508 days**
 - recent public PR activity: **50 PRs** (33 merged / 6 closed-unmerged / 11 open; merged rate **66%**, closed-unmerged rate **12%**, open rate **22%**)
 - public orgs: `huggingface`, `deeppavlov`
@@ -487,8 +487,8 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #45845: fix(rf_detr): fix failing tests](https://github.com/huggingface/transformers/pull/45845) — open
-- [PR #45844: fix(granite4_vision): auto-fix failing tests](https://github.com/huggingface/transformers/pull/45844) — open
+- [PR #45845: fix(rf_detr): fix failing tests](https://github.com/huggingface/transformers/pull/45845) — closed, merged
+- [PR #45844: fix(granite4_vision): auto-fix failing tests](https://github.com/huggingface/transformers/pull/45844) — closed, merged
 - [PR #45843: fix model parallel issues for deimv2](https://github.com/huggingface/transformers/pull/45843) — open
 - [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
 - [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — closed
@@ -525,11 +525,11 @@ 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: `2025-01-06T17:52:26Z`
-- repo last seen: `2026-05-07T15:42:25Z`
+- repo last seen: `2026-05-08T17:49:15Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **45**
-- snapshot authored PRs/issues: **44 PRs / 1 issues**
+- repo primary artifacts: **46**
+- snapshot authored PRs/issues: **45 PRs / 1 issues**
 - snapshot discussion activity: **27 comments / 123 reviews / 211 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%**)
@@ -538,9 +538,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
+- [PR #45851: [docs] chat template](https://github.com/huggingface/transformers/pull/45851) — open
 - [PR #45798: [docs] paper cuts](https://github.com/huggingface/transformers/pull/45798) — open
 - [PR #45795: [docs] adding audio/video processors](https://github.com/huggingface/transformers/pull/45795) — open
-- [PR #45732: [skills] fine-tuning](https://github.com/huggingface/transformers/pull/45732) — open, draft
 - [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
 
 ### `SunMarc`
@@ -574,12 +574,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
 - repo first seen: `2025-08-26T12:13:50Z`
-- repo last seen: `2026-05-08T11:40:26Z`
+- repo last seen: `2026-05-08T17:19:11Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **44**
 - snapshot authored PRs/issues: **43 PRs / 1 issues**
-- snapshot discussion activity: **516 comments / 889 reviews / 3835 review comments**
+- snapshot discussion activity: **521 comments / 903 reviews / 3894 review comments**
 - account age: **1991 days**
 - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
 - public orgs: none visible
@@ -598,11 +598,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1)
 - repo first seen: `2023-02-27T14:00:41Z`
-- repo last seen: `2026-05-08T11:32:13Z`
+- repo last seen: `2026-05-08T15:19:40Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **39**
-- snapshot authored PRs/issues: **39 PRs / 0 issues**
+- repo primary artifacts: **40**
+- snapshot authored PRs/issues: **40 PRs / 0 issues**
 - snapshot discussion activity: **600 comments / 218 reviews / 121 review comments**
 - account age: **3961 days**
 - recent public PR activity: **17 PRs** (16 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
@@ -611,9 +611,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #45847: Streamable chat parsing](https://github.com/huggingface/transformers/pull/45847) — open
 - [PR #45790: No agent PR descriptions](https://github.com/huggingface/transformers/pull/45790) — open
 - [PR #45723: 🚨 Get rid of most Apex references](https://github.com/huggingface/transformers/pull/45723) — closed, merged
-- [PR #45411: Fix the response schema for the gemma4 converter](https://github.com/huggingface/transformers/pull/45411) — closed, merged
 
 ### `harshaljanjani`
 
@@ -670,12 +670,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ayonigozlan)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ayonigozlan)
 - repo first seen: `2025-10-03T15:26:01Z`
-- repo last seen: `2026-05-07T13:24:00Z`
+- repo last seen: `2026-05-08T17:24:55Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **27**
 - snapshot authored PRs/issues: **27 PRs / 0 issues**
-- snapshot discussion activity: **52 comments / 187 reviews / 351 review comments**
+- snapshot discussion activity: **53 comments / 187 reviews / 351 review comments**
 - account age: **1978 days**
 - recent public PR activity: **15 PRs** (11 merged / 0 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
 - public orgs: `huggingface`
@@ -783,7 +783,7 @@ Example artifacts:
 - [PR #45444: [`fix`] Always early return for non-Mistral models in _patch_mistral_regex](https://github.com/huggingface/transformers/pull/45444) — closed, merged
 - [Issue #45030: tiny-random glm4v configuration can't load due to config validation changes](https://github.com/huggingface/transformers/issues/45030) — closed
 - [Issue #44877: Strict config prevents loading `granite_speech` config](https://github.com/huggingface/transformers/issues/44877) — closed
-- [Issue #44625: Qwen3.5 `num_labels` not propagated from core config to text config](https://github.com/huggingface/transformers/issues/44625) — open
+- [Issue #44625: Qwen3.5 `num_labels` not propagated from core config to text config](https://github.com/huggingface/transformers/issues/44625) — closed
 
 ### `BillionClaw`
 
@@ -808,6 +808,32 @@ Example artifacts:
 - [PR #44824: fix(xlnet): add device parameter to relative_positional_encoding](https://github.com/huggingface/transformers/pull/44824) — closed
 - [PR #44823: fix: AutoImageProcessor from URL loading](https://github.com/huggingface/transformers/pull/44823) — closed
 
+### `qgallouedec`
+
+- profile: [github.com/qgallouedec](https://github.com/qgallouedec)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
+- repo first seen: `2024-12-13T13:39:10Z`
+- repo last seen: `2026-05-08T16:37:34Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **30**
+- snapshot authored PRs/issues: **17 PRs / 13 issues**
+- snapshot discussion activity: **37 comments / 47 reviews / 47 review comments**
+- account age: **2692 days**
+- recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
+- public orgs: `huggingface`
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **extremely high recent PR volume; targets high-star repos**
+
+Example artifacts:
+- [PR #45848: Add Maximal Update Parametrization (μP)](https://github.com/huggingface/transformers/pull/45848) — open
+- [PR #45794: Fix WeightConverter substring match on leaf-style source patterns](https://github.com/huggingface/transformers/pull/45794) — open
+- [PR #45443: Raise 400 on model mismatch when `transformers serve` is pinned](https://github.com/huggingface/transformers/pull/45443) — closed, merged
+- [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
+- [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — closed
+- [Issue #44514: `Qwen2_5_VLProcessor.apply_chat_template` crashes on batched input when `padding=False`](https://github.com/huggingface/transformers/issues/44514) — closed
+
 ### `IlyasMoutawwakil`
 
 - profile: [github.com/IlyasMoutawwakil](https://github.com/IlyasMoutawwakil)
@@ -834,32 +860,6 @@ Example artifacts:
 - [Issue #43682: `torch.compile` and `torch.export` helper function to be moved from `import_utils`](https://github.com/huggingface/transformers/issues/43682) — open
 - [Issue #43317: device_map=auto fails to load the dequantized model on gpu+cpu offload](https://github.com/huggingface/transformers/issues/43317) — closed
 
-### `qgallouedec`
-
-- profile: [github.com/qgallouedec](https://github.com/qgallouedec)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
-- repo first seen: `2024-12-13T13:39:10Z`
-- repo last seen: `2026-05-07T21:04:57Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **29**
-- snapshot authored PRs/issues: **16 PRs / 13 issues**
-- snapshot discussion activity: **36 comments / 47 reviews / 47 review comments**
-- account age: **2692 days**
-- recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
-- public orgs: `huggingface`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **extremely high recent PR volume; targets high-star repos**
-
-Example artifacts:
-- [PR #45794: Fix WeightConverter substring match on leaf-style source patterns](https://github.com/huggingface/transformers/pull/45794) — open
-- [PR #45443: Raise 400 on model mismatch when `transformers serve` is pinned](https://github.com/huggingface/transformers/pull/45443) — closed, merged
-- [PR #45422: Drop `content=None` from messages in `apply_chat_template`](https://github.com/huggingface/transformers/pull/45422) — open
-- [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
-- [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — closed
-- [Issue #44514: `Qwen2_5_VLProcessor.apply_chat_template` crashes on batched input when `padding=False`](https://github.com/huggingface/transformers/issues/44514) — closed
-
 ### `hmellor`
 
 - profile: [github.com/hmellor](https://github.com/hmellor)
@@ -951,7 +951,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; broad repo spread; targets high-star repos**
 
 Example artifacts:
-- [PR #45846: [Cache] Add Cache.snapshot() / Cache.restore(snapshot) for tentative-forward rollback](https://github.com/huggingface/transformers/pull/45846) — open
+- [PR #45846: [Cache] Add `Cache.snapshot()` / `Cache.restore(snapshot)` for tentative-forward rollback](https://github.com/huggingface/transformers/pull/45846) — open
 - [PR #45513: [Qwen3.5] Fix GDN linear attention multi-token cached forward](https://github.com/huggingface/transformers/pull/45513) — open
 - [PR #45490: Add ctsm model](https://github.com/huggingface/transformers/pull/45490) — open
 
@@ -1170,12 +1170,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azhang-prog)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azhang-prog)
 - repo first seen: `2025-12-23T11:18:14Z`
-- repo last seen: `2026-05-08T03:42:49Z`
+- repo last seen: `2026-05-08T12:08:44Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **38 comments / 338 reviews / 339 review comments**
+- snapshot discussion activity: **38 comments / 339 reviews / 340 review comments**
 - account age: **2074 days**
 - recent public PR activity: **19 PRs** (16 merged / 2 closed-unmerged / 1 open; merged rate **84%**, closed-unmerged rate **11%**, open rate **5%**)
 - public orgs: none visible
@@ -1547,12 +1547,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan)
 - repo first seen: `2024-10-17T11:56:32Z`
-- repo last seen: `2026-05-07T10:00:06Z`
+- repo last seen: `2026-05-08T16:13:45Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **22 comments / 6 reviews / 6 review comments**
+- snapshot discussion activity: **23 comments / 6 reviews / 6 review comments**
 - account age: **4501 days**
 - recent public PR activity: **49 PRs** (45 merged / 1 closed-unmerged / 3 open; merged rate **92%**, closed-unmerged rate **2%**, open rate **6%**)
 - public orgs: `huggingface`
@@ -6027,27 +6027,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44948: Create aa.py](https://github.com/huggingface/transformers/pull/44948) — closed
 
-### `himani27301`
-
-- profile: [github.com/himani27301](https://github.com/himani27301)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahimani27301)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahimani27301)
-- repo first seen: `2026-03-09T15:46:14Z`
-- repo last seen: `2026-03-09T16:12:59Z`
-- 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: **1 comments / 0 reviews / 0 review comments**
-- account age: **108 days**
-- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #44550: Improve clarity and grammar in Auto Classes documentation](https://github.com/huggingface/transformers/pull/44550) — open
-
 ### `Hyungkeun-Park-Nota`
 
 - profile: [github.com/Hyungkeun-Park-Nota](https://github.com/Hyungkeun-Park-Nota)
@@ -6678,6 +6657,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45270: [Trainer] Support multi-loss component logging](https://github.com/huggingface/transformers/pull/45270) — open, draft
 
+### `Mamiglia`
+
+- profile: [github.com/Mamiglia](https://github.com/Mamiglia)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AMamiglia)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMamiglia)
+- repo first seen: `2026-05-08T16:06:43Z`
+- repo last seen: `2026-05-08T16:06:43Z`
+- 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: **3093 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 #45849: Enhance apply_chat_template to support custom field prefilling (reasoning_content, thinking, etc.)](https://github.com/huggingface/transformers/pull/45849) — open
+
 ### `marvinzh`
 
 - profile: [github.com/marvinzh](https://github.com/marvinzh)
@@ -7337,7 +7337,7 @@ Example artifacts:
 - repo first seen: `2026-05-07T23:30:45Z`
 - repo last seen: `2026-05-07T23:30:45Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
@@ -7348,7 +7348,7 @@ Example artifacts:
 - heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #45833: Add Qwen3.5 support for token classification](https://github.com/huggingface/transformers/pull/45833) — open
+- [PR #45833: Add Qwen3.5 support for token classification](https://github.com/huggingface/transformers/pull/45833) — closed, merged
 
 ### `RicardoLee510520`
 

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:41715b4f8d3025776e031465ea2745fa578363829d193c00e740e1378a65ca56
-size 63831
+oid sha256:f89b52a454d793786f56276a9d2cd18849d7d13fc9fbdda2c639af96b453b008
+size 64031

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260508T120022Z",
-  "generated_at": "2026-05-08T12:01:38Z",
+  "snapshot_id": "20260508T180023Z",
+  "generated_at": "2026-05-08T18:01:42Z",
   "cluster_count": 51,
   "pr_scope_clusters": [
     {
@@ -19,7 +19,7 @@
         45273
       ],
       "representative_pr_number": 45067,
-      "average_similarity": 0.422,
+      "average_similarity": 0.419,
       "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
       "shared_filenames": [
         "src/transformers/trainer.py"
@@ -32,8 +32,8 @@
         {
           "left_pr_number": 44189,
           "right_pr_number": 45067,
-          "similarity": 0.775,
-          "content_similarity": 0.858,
+          "similarity": 0.774,
+          "content_similarity": 0.857,
           "size_similarity": 0.16,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -48,8 +48,8 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 45067,
-          "similarity": 0.618,
-          "content_similarity": 0.455,
+          "similarity": 0.614,
+          "content_similarity": 0.449,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -64,8 +64,8 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 43663,
-          "similarity": 0.544,
-          "content_similarity": 0.409,
+          "similarity": 0.54,
+          "content_similarity": 0.403,
           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -80,8 +80,8 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 45067,
-          "similarity": 0.516,
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@@ -1371,8 +1371,8 @@
         {
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         44682
       ],
       "representative_pr_number": 43836,
-      "average_similarity": 0.562,
+      "average_similarity": 0.561,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
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         {
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         {
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@@ -1881,8 +1881,8 @@
         {
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@@ -1915,8 +1915,8 @@
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@@ -1932,8 +1932,8 @@
         {
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-          "similarity": 0.418,
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+          "similarity": 0.416,
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@@ -1957,7 +1957,7 @@
         45655
       ],
       "representative_pr_number": 45342,
-      "average_similarity": 0.476,
+      "average_similarity": 0.471,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45342.",
       "shared_filenames": [
         "src/transformers/modeling_utils.py"
@@ -1970,8 +1970,8 @@
         {
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-          "similarity": 0.841,
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+          "similarity": 0.839,
+          "content_similarity": 0.794,
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           "breadth_similarity": 1.0,
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@@ -1986,8 +1986,8 @@
         {
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-          "similarity": 0.479,
-          "content_similarity": 0.335,
+          "similarity": 0.472,
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           "breadth_similarity": 1.0,
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@@ -2002,8 +2002,8 @@
         {
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-          "similarity": 0.464,
-          "content_similarity": 0.33,
+          "similarity": 0.458,
+          "content_similarity": 0.32,
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@@ -2018,8 +2018,8 @@
         {
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-          "similarity": 0.37,
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           "breadth_similarity": 0.75,
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@@ -2034,8 +2034,8 @@
         {
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-          "similarity": 0.352,
-          "content_similarity": 0.288,
+          "similarity": 0.347,
+          "content_similarity": 0.281,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2050,8 +2050,8 @@
         {
           "left_pr_number": 45548,
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-          "similarity": 0.352,
-          "content_similarity": 0.284,
+          "similarity": 0.347,
+          "content_similarity": 0.276,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2263,7 +2263,7 @@
           "left_pr_number": 41606,
           "right_pr_number": 45422,
           "similarity": 0.5,
-          "content_similarity": 0.422,
+          "content_similarity": 0.423,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 0.881,
@@ -2606,112 +2606,6 @@
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       ]
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-      "pr_numbers": [
-        44664,
-        45638,
-        45833
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-      "representative_pr_number": 45833,
-      "average_similarity": 0.45,
-      "summary": "3 open PRs share weighted file overlap around `docs/source/en/model_doc/qwen3_5.md`, `src/transformers/models/qwen3_5/modular_qwen3_5.py`, `src/transformers/models/qwen3_5/modeling_qwen3_5.py`; representative PR #45833.",
-      "shared_filenames": [
-        "docs/source/en/model_doc/qwen3_5.md",
-        "src/transformers/models/qwen3_5/modular_qwen3_5.py",
-        "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
-        "tests/models/qwen3_5/test_modeling_qwen3_5.py",
-        "src/transformers/models/auto/modeling_auto.py"
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-      "shared_directories": [
-        "src/transformers/models/qwen3_5",
-        "docs/source/en/model_doc",
-        "docs/source/en",
-        "src/transformers/models",
-        "docs/source",
-        "src/transformers",
-        "docs",
-        "src"
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-          "shared_filenames": [
-            "docs/source/en/model_doc/qwen3_5.md",
-            "src/transformers/models/auto/modeling_auto.py",
-            "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
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-            "src/transformers/models/auto",
-            "src/transformers/models/qwen3_5",
-            "docs/source/en",
-            "src/transformers/models",
-            "tests/models/qwen3_5",
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-          "size_similarity": 0.035,
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-          "concentration_similarity": 0.727,
-          "shared_filenames": [
-            "docs/source/en/model_doc/qwen3_5.md",
-            "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
-            "src/transformers/models/qwen3_5/modular_qwen3_5.py"
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-          "shared_directories": [
-            "docs/source/en/model_doc",
-            "src/transformers/models/qwen3_5",
-            "docs/source/en",
-            "src/transformers/models",
-            "docs/source",
-            "src/transformers",
-            "docs",
-            "src"
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-        {
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-            "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
-            "src/transformers/models/qwen3_5/modular_qwen3_5.py"
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-          "shared_directories": [
-            "docs/source/en/model_doc",
-            "src/transformers/models/qwen3_5",
-            "docs/source/en",
-            "src/transformers/models",
-            "docs/source",
-            "src/transformers",
-            "docs",
-            "src"
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     {
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@@ -2720,7 +2614,7 @@
         45846
       ],
       "representative_pr_number": 43875,
-      "average_similarity": 0.41,
+      "average_similarity": 0.423,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`, `tests/utils/test_cache_utils.py`; representative PR #43875.",
       "shared_filenames": [
         "src/transformers/cache_utils.py",
@@ -2736,11 +2630,11 @@
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@@ -2755,8 +2649,8 @@
         {
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@@ -2771,11 +2665,11 @@
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+          "concentration_similarity": 0.544,
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           ],
@@ -2794,7 +2688,7 @@
         45524
       ],
       "representative_pr_number": 44615,
-      "average_similarity": 0.408,
+      "average_similarity": 0.407,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
       "shared_filenames": [
         "src/transformers/utils/import_utils.py"
@@ -2808,8 +2702,8 @@
         {
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           "breadth_similarity": 1.0,
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@@ -2825,8 +2719,8 @@
         {
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-          "similarity": 0.413,
-          "content_similarity": 0.343,
+          "similarity": 0.412,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2842,8 +2736,8 @@
         {
           "left_pr_number": 44385,
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-          "similarity": 0.387,
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+          "similarity": 0.386,
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@@ -2866,7 +2760,7 @@
         44550
       ],
       "representative_pr_number": 44550,
-      "average_similarity": 0.37,
+      "average_similarity": 0.369,
       "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
       "shared_filenames": [],
       "shared_directories": [
@@ -2879,8 +2773,8 @@
         {
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-          "similarity": 0.393,
-          "content_similarity": 0.133,
+          "similarity": 0.392,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2895,8 +2789,8 @@
         {
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-          "similarity": 0.364,
-          "content_similarity": 0.101,
+          "similarity": 0.363,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2910,8 +2804,8 @@
         {
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-          "similarity": 0.352,
-          "content_similarity": 0.084,
+          "similarity": 0.351,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3254,7 +3148,7 @@
         45645
       ],
       "representative_pr_number": 45639,
-      "average_similarity": 0.783,
+      "average_similarity": 0.782,
       "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",
@@ -3270,7 +3164,7 @@
         {
           "left_pr_number": 45639,
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-          "similarity": 0.783,
+          "similarity": 0.782,
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           "breadth_similarity": 0.5,
@@ -3295,7 +3189,7 @@
         45523
       ],
       "representative_pr_number": 41901,
-      "average_similarity": 0.719,
+      "average_similarity": 0.718,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.",
       "shared_filenames": [
         "src/transformers/integrations/executorch.py"
@@ -3309,7 +3203,7 @@
         {
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-          "similarity": 0.719,
+          "similarity": 0.718,
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           "breadth_similarity": 1.0,
@@ -3480,7 +3374,7 @@
           "left_pr_number": 43779,
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+          "content_similarity": 0.685,
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@@ -3502,7 +3396,7 @@
         45627
       ],
       "representative_pr_number": 42668,
-      "average_similarity": 0.663,
+      "average_similarity": 0.664,
       "summary": "2 open PRs share weighted file overlap around `tests/models/auto/test_processor_auto.py`, `src/transformers/processing_utils.py`; representative PR #42668.",
       "shared_filenames": [
         "tests/models/auto/test_processor_auto.py",
@@ -3519,8 +3413,8 @@
         {
           "left_pr_number": 42668,
           "right_pr_number": 45627,
-          "similarity": 0.663,
-          "content_similarity": 0.808,
+          "similarity": 0.664,
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           "breadth_similarity": 0.216,
           "concentration_similarity": 0.952,
@@ -3575,6 +3469,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-45167-2",
+      "pr_numbers": [
+        45167,
+        45849
+      ],
+      "representative_pr_number": 45167,
+      "average_similarity": 0.565,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/chat_template_utils.py`; representative PR #45167.",
+      "shared_filenames": [
+        "src/transformers/utils/chat_template_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers/utils",
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45167,
+          "right_pr_number": 45849,
+          "similarity": 0.565,
+          "content_similarity": 0.467,
+          "size_similarity": 0.591,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/utils/chat_template_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/utils",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44101-2",
       "pr_numbers": [
@@ -3582,7 +3513,7 @@
         44116
       ],
       "representative_pr_number": 44101,
-      "average_similarity": 0.553,
+      "average_similarity": 0.554,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.",
       "shared_filenames": [
         "src/transformers/models/flaubert/modeling_flaubert.py"
@@ -3597,7 +3528,7 @@
         {
           "left_pr_number": 44101,
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-          "similarity": 0.553,
+          "similarity": 0.554,
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           "size_similarity": 0.319,
           "breadth_similarity": 0.5,
@@ -3734,7 +3665,7 @@
         45720
       ],
       "representative_pr_number": 44114,
-      "average_similarity": 0.514,
+      "average_similarity": 0.515,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/data2vec/modeling_data2vec_audio.py`, `src/transformers/models/hubert/modeling_hubert.py`, `src/transformers/models/unispeech/modeling_unispeech.py`; representative PR #44114.",
       "shared_filenames": [
         "src/transformers/models/data2vec/modeling_data2vec_audio.py",
@@ -3760,8 +3691,8 @@
         {
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-          "similarity": 0.514,
-          "content_similarity": 0.441,
+          "similarity": 0.515,
+          "content_similarity": 0.443,
           "size_similarity": 0.549,
           "breadth_similarity": 0.727,
           "concentration_similarity": 0.999,
@@ -3855,7 +3786,7 @@
           "left_pr_number": 45056,
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           "similarity": 0.498,
-          "content_similarity": 0.392,
+          "content_similarity": 0.391,
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           "breadth_similarity": 0.875,
           "concentration_similarity": 0.724,
@@ -3877,7 +3808,7 @@
         45333
       ],
       "representative_pr_number": 45332,
-      "average_similarity": 0.498,
+      "average_similarity": 0.497,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.",
       "shared_filenames": [
         "src/transformers/heterogeneity/__init__.py",
@@ -3897,8 +3828,8 @@
         {
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