Refresh transformers dataset snapshot 20260423T060036Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260423T000027Z`
+- latest snapshot: `20260423T060036Z`
 - raw data only; no labels or moderation decisions
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 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260423T000027Z`
-- Generated: `2026-04-23T00:01:07Z`
+- Snapshot: `20260423T060036Z`
+- Generated: `2026-04-23T06:01:33Z`
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-- Contributors: `359`
+- Contributors: `362`
 
 ## Summary
 
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 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 67 | 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` | 60 | 4 | 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` | 61 | 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` | 45 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 40 | 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` | 39 | 1 | mixed | low | low | targets high-star repos |
@@ -157,6 +157,7 @@
 | `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 2 | 0 | strong | moderate | low | high recent PR volume |
 | `baonudesifeizhai` | [profile](https://github.com/baonudesifeizhai) | no | FIRST_TIME_CONTRIBUTOR | 1781d | `2026-02-10T01:32:32Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
 | `bigshanedogg` | [profile](https://github.com/bigshanedogg) | no | FIRST_TIME_CONTRIBUTOR | 3673d | `2026-03-23T19:34:30Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
+| `ghost` | [profile](https://github.com/ghost) | no | NONE | 6553d | `2024-05-09T10:45:25Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars |
 | `ouroborosscr` | [profile](https://github.com/ouroborosscr) | no | FIRST_TIMER | 1967d | `2026-03-21T15:38:54Z` | 1 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `abhijeet-dhumal` | [profile](https://github.com/abhijeet-dhumal) | no | CONTRIBUTOR | 1789d | `2026-03-06T07:07:19Z` | 1 | 1 | mixed | high | low | high recent PR volume; broad repo spread; no visible non-self stars |
 | `ambroiseodt` | [profile](https://github.com/ambroiseodt) | no | CONTRIBUTOR | 2181d | `2026-04-14T13:45:51Z` | 1 | 1 | strong | low | low | targets high-star repos |
@@ -177,6 +178,7 @@
 | `HanFa` | [profile](https://github.com/HanFa) | no | CONTRIBUTOR | 3537d | `2026-03-29T04:06:21Z` | 1 | 1 | mixed | low | low | targets high-star repos |
 | `inisis` | [profile](https://github.com/inisis) | no | CONTRIBUTOR | 2670d | `2026-03-24T02:42:32Z` | 1 | 1 | strong | low | low | — |
 | `IvanFan-Van` | [profile](https://github.com/IvanFan-Van) | no | FIRST_TIME_CONTRIBUTOR | 1546d | `2026-03-20T04:29:57Z` | 1 | 1 | strong | low | low | — |
+| `jamesbraza` | [profile](https://github.com/jamesbraza) | yes | CONTRIBUTOR | 4221d | `2026-04-23T00:37:54Z` | 1 | 1 | strong | moderate | low | high recent PR volume |
 | `jesperschlegel` | [profile](https://github.com/jesperschlegel) | no | FIRST_TIME_CONTRIBUTOR | 3705d | `2026-04-07T17:51:38Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `jmriosal` | [profile](https://github.com/jmriosal) | no | FIRST_TIMER | 358d | `2026-02-22T20:14:10Z` | 1 | 1 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `josh-kean` | [profile](https://github.com/josh-kean) | no | FIRST_TIME_CONTRIBUTOR | 2847d | `2026-03-22T17:57:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -351,6 +353,7 @@
 | `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 79d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
 | `tejasae-afk` | [profile](https://github.com/tejasae-afk) | no | NONE | 408d | `2026-03-13T21:22:07Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `tianhaocui` | [profile](https://github.com/tianhaocui) | no | FIRST_TIME_CONTRIBUTOR | 2442d | `2026-04-19T10:27:36Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
+| `vai-minzhou` | [profile](https://github.com/vai-minzhou) | yes | FIRST_TIME_CONTRIBUTOR | 723d | `2026-04-23T01:47:23Z` | 1 | 0 | mixed | low | low | high open PR share |
 | `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `vimal-crypto` | [profile](https://github.com/vimal-crypto) | no | FIRST_TIME_CONTRIBUTOR | 981d | `2026-03-11T12:37:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `vishalpatil-45` | [profile](https://github.com/vishalpatil-45) | no | NONE | 430d | `2026-02-25T08:27:32Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -377,12 +380,12 @@
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atarekziade)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atarekziade)
 - repo first seen: `2026-01-21T16:52:29Z`
-- repo last seen: `2026-04-22T18:22:35Z`
+- repo last seen: `2026-04-23T05:50:44Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **85**
 - snapshot authored PRs/issues: **79 PRs / 6 issues**
-- snapshot discussion activity: **144 comments / 164 reviews / 154 review comments**
+- snapshot discussion activity: **145 comments / 164 reviews / 154 review comments**
 - account age: **5839 days**
 - recent public PR activity: **108 PRs** (92 merged / 3 closed-unmerged / 13 open; merged rate **85%**, closed-unmerged rate **3%**, open rate **12%**)
 - public orgs: `AFPy`, `faitmain`, `circus-tent`
@@ -403,12 +406,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
 - repo first seen: `2025-03-19T10:58:02Z`
-- repo last seen: `2026-04-22T06:58:18Z`
+- repo last seen: `2026-04-23T05:56:25Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **79**
 - snapshot authored PRs/issues: **79 PRs / 0 issues**
-- snapshot discussion activity: **205 comments / 287 reviews / 446 review comments**
+- snapshot discussion activity: **212 comments / 288 reviews / 446 review comments**
 - account age: **2036 days**
 - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
 - public orgs: `huggingface`
@@ -417,7 +420,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #45567: Move some conversion mappings to PrefixChange](https://github.com/huggingface/transformers/pull/45567) — closed, merged
-- [PR #45564: Gemma3n and Gemma4 cannot use rotary kernel](https://github.com/huggingface/transformers/pull/45564) — open
+- [PR #45564: Gemma3n and Gemma4 cannot use rotary kernel](https://github.com/huggingface/transformers/pull/45564) — closed, merged
 - [PR #45539: [modular] Fix modular logic broken in #45045](https://github.com/huggingface/transformers/pull/45539) — closed, merged
 
 ### `ydshieh`
@@ -472,11 +475,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
 - repo first seen: `2025-06-20T09:58:55Z`
-- repo last seen: `2026-04-22T06:52:45Z`
+- repo last seen: `2026-04-23T02:33:50Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **64**
-- snapshot authored PRs/issues: **60 PRs / 4 issues**
+- repo primary artifacts: **65**
+- snapshot authored PRs/issues: **61 PRs / 4 issues**
 - snapshot discussion activity: **55 comments / 47 reviews / 47 review comments**
 - account age: **3934 days**
 - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
@@ -485,9 +488,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #45592: fix padding side issue for fast_vlm tests](https://github.com/huggingface/transformers/pull/45592) — open
 - [PR #45568: Gemma4: fix failed test cases](https://github.com/huggingface/transformers/pull/45568) — open
 - [PR #45487: Fix model parallel issue for altclip model and ChineseClip model](https://github.com/huggingface/transformers/pull/45487) — open
-- [PR #45470: sam3_lite_text: skip flash_attn_2_can_dispatch_composite_models tests](https://github.com/huggingface/transformers/pull/45470) — closed
 - [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — open
 - [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — closed
 - [Issue #43854: Unable to load `zai-org/GLM-4.7-Flash` model correctly in the unit tests](https://github.com/huggingface/transformers/issues/43854) — closed
@@ -1355,12 +1358,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aalbertvillanova)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aalbertvillanova)
 - repo first seen: `2026-01-17T10:42:01Z`
-- repo last seen: `2026-04-20T05:18:26Z`
+- repo last seen: `2026-04-23T05:25:38Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **5 PRs / 3 issues**
-- snapshot discussion activity: **15 comments / 9 reviews / 6 review comments**
+- snapshot discussion activity: **16 comments / 9 reviews / 6 review comments**
 - account age: **4257 days**
 - recent public PR activity: **157 PRs** (143 merged / 10 closed-unmerged / 4 open; merged rate **91%**, closed-unmerged rate **6%**, open rate **3%**)
 - public orgs: `huggingface`, `aiinnova`, `bigscience-workshop`
@@ -3514,12 +3517,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Athisisiron)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Athisisiron)
 - repo first seen: `2025-08-20T15:17:54Z`
-- repo last seen: `2026-04-15T11:07:18Z`
+- repo last seen: `2026-04-23T05:30:21Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **4 comments / 17 reviews / 17 review comments**
+- snapshot discussion activity: **4 comments / 19 reviews / 19 review comments**
 - account age: **3447 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: `ai-rush-2019`, `bcaitech1`, `ml-zip`
@@ -3775,6 +3778,29 @@ Example artifacts:
 - [Issue #45099: add HyperCLOVA X SEED Vision Instruct 3B](https://github.com/huggingface/transformers/issues/45099) — open
 - [Issue #44957: Add HyperCLOVA X SEED Think 14B](https://github.com/huggingface/transformers/issues/44957) — open
 
+### `ghost`
+
+- profile: [github.com/ghost](https://github.com/ghost)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aghost)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aghost)
+- repo first seen: `2024-05-09T10:45:25Z`
+- repo last seen: `2026-04-23T01:06:37Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **1 PRs / 2 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **6553 days**
+- recent public PR activity: **5 PRs** (0 merged / 0 closed-unmerged / 5 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**
+
+Example artifacts:
+- [PR #45590: fix #45588: guard s_aux against None in flash_attention_forward](https://github.com/huggingface/transformers/pull/45590) — closed
+- [Issue #35905: Convert RT-DETR model to coreml](https://github.com/huggingface/transformers/issues/35905) — closed
+- [Issue #30725: Support for Multiple Datasets and Domain-Specific Loss Calculation in Trainer](https://github.com/huggingface/transformers/issues/30725) — open
+
 ### `ouroborosscr`
 
 - profile: [github.com/ouroborosscr](https://github.com/ouroborosscr)
@@ -4216,6 +4242,28 @@ Example artifacts:
 - [PR #44872: Fix: Update outdated sampler comment in generation/utils.py](https://github.com/huggingface/transformers/pull/44872) — open
 - [Issue #44871: [Gemma-3] Inconsistent eos_token_id configuration: tokenizer has single value (1) but model.config has list [1, 106]](https://github.com/huggingface/transformers/issues/44871) — closed
 
+### `jamesbraza`
+
+- profile: [github.com/jamesbraza](https://github.com/jamesbraza)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajamesbraza)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajamesbraza)
+- repo first seen: `2026-04-23T00:37:54Z`
+- repo last seen: `2026-04-23T00:57:13Z`
+- first seen in snapshot: **yes**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **4221 days**
+- recent public PR activity: **36 PRs** (32 merged / 2 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **6%**, open rate **6%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #45589: Fix `AttributeError` on `s_aux=None` in `flash_attention_forward`](https://github.com/huggingface/transformers/pull/45589) — open
+- [Issue #45588: `integrations/flash_attention.py` crashes with `AttributeError` on `s_aux=None` for sink-less models](https://github.com/huggingface/transformers/issues/45588) — open
+
 ### `jesperschlegel`
 
 - profile: [github.com/jesperschlegel](https://github.com/jesperschlegel)
@@ -7894,6 +7942,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45514: Fix GraniteMoeHybrid _update_mamba_mask crash on attention-only models](https://github.com/huggingface/transformers/pull/45514) — open
 
+### `vai-minzhou`
+
+- profile: [github.com/vai-minzhou](https://github.com/vai-minzhou)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avai-minzhou)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avai-minzhou)
+- repo first seen: `2026-04-23T01:47:23Z`
+- repo last seen: `2026-04-23T01:47:23Z`
+- 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: **723 days**
+- recent public PR activity: **8 PRs** (3 merged / 0 closed-unmerged / 5 open; merged rate **38%**, closed-unmerged rate **0%**, open rate **62%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #45591: [nemotron_h] respect _no_reinit flag on dt_bias and out_proj.weight](https://github.com/huggingface/transformers/pull/45591) — open
+
 ### `VanshikaSohal`
 
 - profile: [github.com/VanshikaSohal](https://github.com/VanshikaSohal)

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:589b5031f0498b203bf4e0e27595d913e717d7af882ac408a81bb9df784922dc
-size 63939
+oid sha256:e7d5ce5c66f5b6ae6290d12221880e78945faa5efe00a27d8ad13bc43c7eb590
+size 64506

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260423T000027Z",
-  "generated_at": "2026-04-23T00:01:06Z",
+  "snapshot_id": "20260423T060036Z",
+  "generated_at": "2026-04-23T06:01:19Z",
   "cluster_count": 42,
   "pr_scope_clusters": [
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@@ -62,7 +62,7 @@
           "left_pr_number": 43651,
           "right_pr_number": 43663,
           "similarity": 0.55,
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           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -93,7 +93,7 @@
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           "left_pr_number": 43663,
           "right_pr_number": 44123,
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           "breadth_similarity": 1.0,
@@ -110,7 +110,7 @@
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           "right_pr_number": 44660,
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@@ -158,7 +158,7 @@
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@@ -173,7 +173,7 @@
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           "breadth_similarity": 1.0,
@@ -222,7 +222,7 @@
           "left_pr_number": 44660,
           "right_pr_number": 45067,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -285,7 +285,7 @@
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           "left_pr_number": 43651,
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@@ -302,7 +302,7 @@
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           "right_pr_number": 44660,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -350,7 +350,7 @@
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           "right_pr_number": 45055,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -558,7 +558,7 @@
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@@ -573,7 +573,7 @@
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@@ -670,7 +670,7 @@
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           "right_pr_number": 45055,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -686,7 +686,7 @@
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           "right_pr_number": 45273,
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@@ -924,7 +924,7 @@
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           "right_pr_number": 45389,
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@@ -1475,7 +1475,7 @@
         {
           "left_pr_number": 44007,
           "right_pr_number": 44019,
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@@ -1533,7 +1533,7 @@
         45438
       ],
       "representative_pr_number": 45438,
-      "average_similarity": 0.508,
+      "average_similarity": 0.502,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.",
       "shared_filenames": [
         "src/transformers/models/gemma4/modeling_gemma4.py",
@@ -1556,8 +1556,8 @@
         {
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