Refresh transformers dataset snapshot 20260521T060133Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260521T000027Z`
+- latest snapshot: `20260521T060133Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
 - full file contents for changed files are not included

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new-contributors-report.md

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 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260521T000027Z`
-- Generated: `2026-05-21T00:01:14Z`
+- Snapshot: `20260521T060133Z`
+- Generated: `2026-05-21T06:02:24Z`
 - Activity window: `60d`
-- Contributors: `358`
+- Contributors: `357`
 
 ## Summary
 
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 | `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1648d | `2026-01-27T10:34:17Z` | 8 | 0 | mixed | moderate | low | targets high-star repos |
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 | `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 |
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 | `inisis` | [profile](https://github.com/inisis) | no | CONTRIBUTOR | 2670d | `2026-03-24T02:42:32Z` | 1 | 1 | strong | low | low | — |
 | `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 |
 | `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 |
+| `karnakarreddi` | [profile](https://github.com/karnakarreddi) | no | FIRST_TIME_CONTRIBUTOR | 3847d | `2026-05-20T05:12:29Z` | 1 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share |
 | `kasakh` | [profile](https://github.com/kasakh) | no | FIRST_TIME_CONTRIBUTOR | 3170d | `2026-05-10T06:09:08Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `KeitaW` | [profile](https://github.com/KeitaW) | no | CONTRIBUTOR | 4241d | `2026-04-20T02:00:45Z` | 1 | 1 | mixed | moderate | low | high open PR share |
 | `LinZiyuu` | [profile](https://github.com/LinZiyuu) | no | NONE | 1483d | `2026-05-13T14:52:41Z` | 1 | 1 | weak | moderate | low | high open PR share |
 | `masoudpz` | [profile](https://github.com/masoudpz) | no | FIRST_TIME_CONTRIBUTOR | 4678d | `2026-04-02T00:31:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `nealwu` | [profile](https://github.com/nealwu) | no | CONTRIBUTOR | 5508d | `2026-05-12T03:11:36Z` | 1 | 1 | strong | low | low | — |
 | `nunq` | [profile](https://github.com/nunq) | no | FIRST_TIME_CONTRIBUTOR | 2694d | `2026-05-08T00:29:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `pasta-paul` | [profile](https://github.com/pasta-paul) | yes | FIRST_TIME_CONTRIBUTOR | 932d | `2026-05-20T20:41:45Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
+| `pasta-paul` | [profile](https://github.com/pasta-paul) | no | FIRST_TIME_CONTRIBUTOR | 932d | `2026-05-20T20:41:45Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1431d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `ronansgd` | [profile](https://github.com/ronansgd) | no | FIRST_TIME_CONTRIBUTOR | 2195d | `2026-04-22T08:50:02Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `rpathade` | [profile](https://github.com/rpathade) | no | FIRST_TIME_CONTRIBUTOR | 2005d | `2026-03-29T22:46:13Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -229,7 +229,7 @@
 | `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
 | `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `belamaran96-coder` | [profile](https://github.com/belamaran96-coder) | no | NONE | 288d | `2026-05-03T16:53:02Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
-| `blipbyte` | [profile](https://github.com/blipbyte) | yes | FIRST_TIME_CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
+| `blipbyte` | [profile](https://github.com/blipbyte) | no | FIRST_TIME_CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `blut-agent` | [profile](https://github.com/blut-agent) | no | FIRST_TIME_CONTRIBUTOR | 23d | `2026-05-16T06:31:21Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `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 |
@@ -276,7 +276,7 @@
 | `jIab-b` | [profile](https://github.com/jIab-b) | no | NONE | 580d | `2026-04-07T09:11:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JiauZhang` | [profile](https://github.com/JiauZhang) | no | CONTRIBUTOR | 2918d | `2026-04-15T14:00:11Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `jjjamie` | [profile](https://github.com/jjjamie) | no | FIRST_TIME_CONTRIBUTOR | 4994d | `2026-04-21T15:57:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `jmayank1511` | [profile](https://github.com/jmayank1511) | yes | FIRST_TIME_CONTRIBUTOR | 2753d | `2026-05-20T18:13:18Z` | 1 | 0 | strong | moderate | low | no visible non-self stars |
+| `jmayank1511` | [profile](https://github.com/jmayank1511) | no | FIRST_TIME_CONTRIBUTOR | 2753d | `2026-05-20T18:13:18Z` | 1 | 0 | strong | moderate | low | no visible non-self stars |
 | `joerowell` | [profile](https://github.com/joerowell) | no | CONTRIBUTOR | 3394d | `2026-04-28T08:24:28Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `juliabush` | [profile](https://github.com/juliabush) | no | NONE | 526d | `2026-04-07T21:37:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Kabir08` | [profile](https://github.com/Kabir08) | no | NONE | 2216d | `2026-04-19T08:27:15Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -316,7 +316,6 @@
 | `PHclaw` | [profile](https://github.com/PHclaw) | no | NONE | 26d | `2026-04-29T02:08:23Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `pnehete23` | [profile](https://github.com/pnehete23) | no | NONE | 867d | `2026-03-26T08:52:10Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `popotest` | [profile](https://github.com/popotest) | no | NONE | 78d | `2026-03-26T15:33:19Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `prakhar-agarwal` | [profile](https://github.com/prakhar-agarwal) | no | FIRST_TIME_CONTRIBUTOR | 4776d | `2026-03-22T05:20:22Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `pramilajangid` | [profile](https://github.com/pramilajangid) | no | NONE | 3043d | `2026-03-24T09:57:20Z` | 1 | 0 | mixed | moderate | low | — |
 | `pratapyash` | [profile](https://github.com/pratapyash) | no | NONE | 3227d | `2026-04-24T07:14:52Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `pritishyuvraj` | [profile](https://github.com/pritishyuvraj) | no | FIRST_TIME_CONTRIBUTOR | 3913d | `2026-04-30T04:36:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -739,12 +738,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
 - repo first seen: `2024-03-21T04:37:45Z`
-- repo last seen: `2026-05-20T06:07:01Z`
+- repo last seen: `2026-05-21T05:49:25Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **29**
 - snapshot authored PRs/issues: **25 PRs / 4 issues**
-- snapshot discussion activity: **46 comments / 36 reviews / 36 review comments**
+- snapshot discussion activity: **48 comments / 36 reviews / 36 review comments**
 - account age: **1396 days**
 - recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
 - public orgs: none visible
@@ -840,12 +839,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil)
 - repo first seen: `2025-07-04T08:41:29Z`
-- repo last seen: `2026-05-19T00:38:13Z`
+- repo last seen: `2026-05-21T01:18:42Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **21**
 - snapshot authored PRs/issues: **18 PRs / 3 issues**
-- snapshot discussion activity: **60 comments / 228 reviews / 203 review comments**
+- snapshot discussion activity: **60 comments / 229 reviews / 203 review comments**
 - account age: **2354 days**
 - recent public PR activity: **22 PRs** (16 merged / 2 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
 - public orgs: `huggingface`, `Chouafa`
@@ -1187,29 +1186,6 @@ Example artifacts:
 - [PR #45862: [new model] Add Zyphra/ZAYA1-8B](https://github.com/huggingface/transformers/pull/45862) — open
 - [PR #45173: [misc] fix qwen35 tests: correct the text model type and skip reverse_mapping](https://github.com/huggingface/transformers/pull/45173) — closed, merged
 
-### `s-zx`
-
-- profile: [github.com/s-zx](https://github.com/s-zx)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3As-zx)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3As-zx)
-- repo first seen: `2026-03-08T19:38:00Z`
-- repo last seen: `2026-03-22T01:21:22Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2020 days**
-- recent public PR activity: **97 PRs** (6 merged / 40 closed-unmerged / 51 open; merged rate **6%**, closed-unmerged rate **41%**, open rate **53%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44922: fix: pop output_* flags from kwargs in capture_outputs to prevent submodule leakage](https://github.com/huggingface/transformers/pull/44922) — closed
-- [PR #44921: fix: use shape index access in compute_3d_position_ids for Qwen VL models](https://github.com/huggingface/transformers/pull/44921) — closed
-- [PR #44920: fix: propagate num_labels/id2label to text_config in Qwen3_5Config](https://github.com/huggingface/transformers/pull/44920) — closed
-
 ### `zhang-prog`
 
 - profile: [github.com/zhang-prog](https://github.com/zhang-prog)
@@ -4357,6 +4333,28 @@ Example artifacts:
 - [PR #44958: fixed import error with PILImageResampling](https://github.com/huggingface/transformers/pull/44958) — open
 - [Issue #44933: Nonexistant import from image_utils](https://github.com/huggingface/transformers/issues/44933) — closed
 
+### `karnakarreddi`
+
+- profile: [github.com/karnakarreddi](https://github.com/karnakarreddi)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akarnakarreddi)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akarnakarreddi)
+- repo first seen: `2026-05-20T05:12:29Z`
+- repo last seen: `2026-05-21T05:00:05Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **3847 days**
+- recent public PR activity: **5 PRs** (0 merged / 3 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **60%**, open rate **40%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **many recent closed-unmerged PRs; high open PR share**
+
+Example artifacts:
+- [PR #46134: Validate shard filenames in get_checkpoint_shard_files](https://github.com/huggingface/transformers/pull/46134) — open
+- [Issue #46097: Path Traversal in Sharded Checkpoint Loader via Unsanitized `weight_map` Entries in `*.index.json`](https://github.com/huggingface/transformers/issues/46097) — open
+
 ### `kasakh`
 
 - profile: [github.com/kasakh](https://github.com/kasakh)
@@ -4495,12 +4493,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apasta-paul)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apasta-paul)
 - repo first seen: `2026-05-20T20:41:45Z`
-- repo last seen: `2026-05-20T21:39:47Z`
-- first seen in snapshot: **yes**
+- repo last seen: `2026-05-21T03:08:44Z`
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
 - account age: **932 days**
 - recent public PR activity: **8 PRs** (2 merged / 1 closed-unmerged / 5 open; merged rate **25%**, closed-unmerged rate **12%**, open rate **62%**)
 - public orgs: none visible
@@ -5342,7 +5340,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ablipbyte)
 - repo first seen: `2026-05-20T19:46:05Z`
 - repo last seen: `2026-05-20T19:46:05Z`
-- 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**
@@ -6330,7 +6328,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajmayank1511)
 - repo first seen: `2026-05-20T18:13:18Z`
 - repo last seen: `2026-05-20T18:13:18Z`
-- 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**
@@ -7163,27 +7161,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45022: Update _config.py](https://github.com/huggingface/transformers/pull/45022) — closed
 
-### `prakhar-agarwal`
-
-- profile: [github.com/prakhar-agarwal](https://github.com/prakhar-agarwal)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aprakhar-agarwal)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aprakhar-agarwal)
-- repo first seen: `2026-03-22T05:20:22Z`
-- repo last seen: `2026-03-22T05:20:22Z`
-- 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: **4776 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44923: fix: avoid unconditional model_info call in _patch_mistral_regex](https://github.com/huggingface/transformers/pull/44923) — open, draft
-
 ### `pramilajangid`
 
 - profile: [github.com/pramilajangid](https://github.com/pramilajangid)

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:d452c189d3364e3c20165aeb9ed3478ae11cdd3294128f653b056e1bee45ab07
-size 63693
+oid sha256:e4265c834096cade8a80dd87dcebdb0378e0ed363f3a0ba08ab9a26a0e3e75f3
+size 63350

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260521T000027Z",
-  "generated_at": "2026-05-21T00:01:06Z",
+  "snapshot_id": "20260521T060133Z",
+  "generated_at": "2026-05-21T06:02:20Z",
   "cluster_count": 51,
   "pr_scope_clusters": [
     {
@@ -322,7 +322,7 @@
           "left_pr_number": 44660,
           "right_pr_number": 45067,
           "similarity": 0.44,
-          "content_similarity": 0.363,
+          "content_similarity": 0.364,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -351,11 +351,11 @@
           ]
         },
         {
-          "left_pr_number": 43636,
-          "right_pr_number": 45994,
-          "similarity": 0.435,
-          "content_similarity": 0.271,
-          "size_similarity": 0.636,
+          "left_pr_number": 44189,
+          "right_pr_number": 44257,
+          "similarity": 0.436,
+          "content_similarity": 0.265,
+          "size_similarity": 0.667,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -367,11 +367,11 @@
           ]
         },
         {
-          "left_pr_number": 44189,
-          "right_pr_number": 44257,
+          "left_pr_number": 43636,
+          "right_pr_number": 45994,
           "similarity": 0.435,
-          "content_similarity": 0.265,
-          "size_similarity": 0.667,
+          "content_similarity": 0.271,
+          "size_similarity": 0.636,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -482,7 +482,7 @@
           "left_pr_number": 43651,
           "right_pr_number": 44189,
           "similarity": 0.404,
-          "content_similarity": 0.315,
+          "content_similarity": 0.316,
           "size_similarity": 0.222,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -625,7 +625,7 @@
         {
           "left_pr_number": 45055,
           "right_pr_number": 45273,
-          "similarity": 0.389,
+          "similarity": 0.39,
           "content_similarity": 0.199,
           "size_similarity": 0.667,
           "breadth_similarity": 1.0,
@@ -673,7 +673,7 @@
         {
           "left_pr_number": 44123,
           "right_pr_number": 44189,
-          "similarity": 0.381,
+          "similarity": 0.382,
           "content_similarity": 0.315,
           "size_similarity": 0.073,
           "breadth_similarity": 1.0,
@@ -738,7 +738,7 @@
           "left_pr_number": 44660,
           "right_pr_number": 45273,
           "similarity": 0.367,
-          "content_similarity": 0.238,
+          "content_similarity": 0.239,
           "size_similarity": 0.333,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -802,7 +802,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 45055,
           "similarity": 0.353,
-          "content_similarity": 0.231,
+          "content_similarity": 0.232,
           "size_similarity": 0.273,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -913,33 +913,34 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-45202-6",
+      "cluster_id": "pr-scope-45294-7",
       "pr_numbers": [
-        45202,
         45294,
         45438,
         45606,
+        45607,
         45817,
-        45883
+        45883,
+        46079
       ],
-      "representative_pr_number": 45438,
-      "average_similarity": 0.452,
-      "summary": "6 open PRs share weighted file overlap around `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45438.",
+      "representative_pr_number": 45817,
+      "average_similarity": 0.414,
+      "summary": "7 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`, `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`; representative PR #45817.",
       "shared_filenames": [
+        "tests/models/gemma4/test_modeling_gemma4.py",
         "src/transformers/models/gemma4/modeling_gemma4.py",
         "src/transformers/models/gemma4/modular_gemma4.py",
-        "tests/models/gemma4/test_modeling_gemma4.py",
         "docs/source/en/model_doc/gemma4.md",
         "src/transformers/models/auto/modeling_auto.py"
       ],
       "shared_directories": [
         "src/transformers/models/gemma4",
-        "src/transformers/models",
-        "src/transformers",
-        "src",
         "tests/models/gemma4",
+        "src/transformers/models",
         "tests/models",
+        "src/transformers",
         "tests",
+        "src",
         "docs/source/en/model_doc"
       ],
       "pairwise": [
@@ -971,11 +972,28 @@
             "docs"
           ]
         },
+        {
+          "left_pr_number": 45606,
+          "right_pr_number": 45607,
+          "similarity": 0.758,
+          "content_similarity": 0.802,
+          "size_similarity": 0.778,
+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.778,
+          "shared_filenames": [
+            "tests/models/gemma4/test_modeling_gemma4.py"
+          ],
+          "shared_directories": [
+            "tests/models/gemma4",
+            "tests/models",
+            "tests"
+          ]
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