Refresh transformers dataset snapshot 20260502T180031Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260502T120033Z`
+- latest snapshot: `20260502T180031Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
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new-contributors-report.md

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 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260502T120033Z`
-- Generated: `2026-05-02T12:01:13Z`
+- Snapshot: `20260502T180031Z`
+- Generated: `2026-05-02T18:01:10Z`
 - Activity window: `60d`
-- Contributors: `354`
+- Contributors: `355`
 
 ## Summary
 
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 | `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 977d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
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 | `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2804d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — |
 | `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5827d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos |
 | `Olexandr88` | [profile](https://github.com/Olexandr88) | no | CONTRIBUTOR | 1622d | `2025-12-26T13:28:31Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `thisisiron` | [profile](https://github.com/thisisiron) | no | CONTRIBUTOR | 3447d | `2025-08-20T15:17:54Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
-| `CodersAcademy006` | [profile](https://github.com/CodersAcademy006) | no | CONTRIBUTOR | 1448d | `2025-12-26T08:58:03Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `leopold-tzafon` | [profile](https://github.com/leopold-tzafon) | no | CONTRIBUTOR | 451d | `2026-02-19T15:45:13Z` | 2 | 0 | strong | low | low | targets high-star repos |
@@ -216,7 +217,7 @@
 | `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 |
 | `anuq` | [profile](https://github.com/anuq) | no | NONE | 3280d | `2026-03-14T19:21:21Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
-| `ArkaD171717` | [profile](https://github.com/ArkaD171717) | yes | 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 |
+| `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 |
 | `avasis-ai` | [profile](https://github.com/avasis-ai) | no | CONTRIBUTOR | 30d | `2026-04-18T21:48:22Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share |
@@ -278,7 +279,7 @@
 | `JoursBleu` | [profile](https://github.com/JoursBleu) | no | CONTRIBUTOR | 3493d | `2026-03-08T09:57:38Z` | 1 | 0 | mixed | moderate | 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 |
-| `Kaisan10` | [profile](https://github.com/Kaisan10) | yes | FIRST_TIME_CONTRIBUTOR | 1151d | `2026-05-02T07:35:16Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Kaisan10` | [profile](https://github.com/Kaisan10) | no | FIRST_TIME_CONTRIBUTOR | 1151d | `2026-05-02T07:35:16Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `kamalrajkannan78` | [profile](https://github.com/kamalrajkannan78) | no | CONTRIBUTOR | 814d | `2026-04-07T05:24:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume; no visible non-self stars |
 | `Ker102` | [profile](https://github.com/Ker102) | no | NONE | 211d | `2026-03-13T13:13:58Z` | 1 | 0 | mixed | moderate | low | young account; high recent PR volume |
 | `kevinmalana` | [profile](https://github.com/kevinmalana) | no | NONE | 2248d | `2026-04-16T10:03:07Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
@@ -449,7 +450,7 @@ Example artifacts:
 - repo association: **MEMBER**
 - repo primary artifacts: **71**
 - snapshot authored PRs/issues: **71 PRs / 0 issues**
-- snapshot discussion activity: **493 comments / 706 reviews / 1719 review comments**
+- snapshot discussion activity: **493 comments / 707 reviews / 1720 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`
@@ -467,12 +468,12 @@ 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: `2026-04-30T14:06:16Z`
+- repo last seen: `2026-05-02T13:37:55Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **69**
 - snapshot authored PRs/issues: **65 PRs / 4 issues**
-- snapshot discussion activity: **59 comments / 53 reviews / 52 review comments**
+- snapshot discussion activity: **59 comments / 54 reviews / 53 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%**)
 - public orgs: none visible
@@ -3183,6 +3184,29 @@ Example artifacts:
 - [PR #44123: Avoid device sync in training loss accumulation](https://github.com/huggingface/transformers/pull/44123) — open
 - [PR #44069: Use torch.isfinite](https://github.com/huggingface/transformers/pull/44069) — closed, merged
 
+### `CodersAcademy006`
+
+- profile: [github.com/CodersAcademy006](https://github.com/CodersAcademy006)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACodersAcademy006)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACodersAcademy006)
+- repo first seen: `2025-10-15T09:44:53Z`
+- repo last seen: `2026-04-22T11:32:16Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **6 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **1448 days**
+- recent public PR activity: **11 PRs** (1 merged / 4 closed-unmerged / 6 open; merged rate **9%**, closed-unmerged rate **36%**, open rate **55%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #45575: fix(generation): remove stale warning for num_return_sequences in paged generate](https://github.com/huggingface/transformers/pull/45575) — closed
+- [PR #43047: fix: prevent accelerate from splitting vision encoder by setting _no_…](https://github.com/huggingface/transformers/pull/43047) — closed, merged
+- [PR #43044: [SAM3] Enable single-scale input support in Mask Decoder](https://github.com/huggingface/transformers/pull/43044) — open
+
 ### `jashshah999`
 
 - profile: [github.com/jashshah999](https://github.com/jashshah999)
@@ -3252,6 +3276,29 @@ Example artifacts:
 - [PR #43912: [fix][wip] GlmMoeDsa: try implement DSA](https://github.com/huggingface/transformers/pull/43912) — closed, merged
 - [PR #43894: [fix] GlmMoeDsa model](https://github.com/huggingface/transformers/pull/43894) — closed
 
+### `SangbumChoi`
+
+- profile: [github.com/SangbumChoi](https://github.com/SangbumChoi)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASangbumChoi)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASangbumChoi)
+- repo first seen: `2024-06-07T00:26:26Z`
+- repo last seen: `2026-05-02T13:47:03Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 56 reviews / 75 review comments**
+- account age: **3079 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 #45746: Fix link to modular transformers documentation](https://github.com/huggingface/transformers/pull/45746) — open
+- [PR #43451: Add Molmo2](https://github.com/huggingface/transformers/pull/43451) — open
+- [PR #43448: Add Molmo](https://github.com/huggingface/transformers/pull/43448) — open
+
 ### `Aravind-11`
 
 - profile: [github.com/Aravind-11](https://github.com/Aravind-11)
@@ -3366,28 +3413,6 @@ Example artifacts:
 - [PR #45365: Refactor GPT-J output tracing to use standardized decorators](https://github.com/huggingface/transformers/pull/45365) — closed
 - [PR #44411: Update agentic contributions guidelines in AGENTS.md to force yielding.](https://github.com/huggingface/transformers/pull/44411) — closed, merged
 
-### `CodersAcademy006`
-
-- profile: [github.com/CodersAcademy006](https://github.com/CodersAcademy006)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACodersAcademy006)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACodersAcademy006)
-- repo first seen: `2025-12-26T08:58:03Z`
-- repo last seen: `2026-04-22T11:32:16Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **1448 days**
-- recent public PR activity: **11 PRs** (1 merged / 4 closed-unmerged / 6 open; merged rate **9%**, closed-unmerged rate **36%**, open rate **55%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45575: fix(generation): remove stale warning for num_return_sequences in paged generate](https://github.com/huggingface/transformers/pull/45575) — closed
-- [PR #43047: fix: prevent accelerate from splitting vision encoder by setting _no_…](https://github.com/huggingface/transformers/pull/43047) — closed, merged
-
 ### `excepshenal`
 
 - profile: [github.com/excepshenal](https://github.com/excepshenal)
@@ -5055,7 +5080,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArkaD171717)
 - repo first seen: `2026-05-02T09:31:22Z`
 - repo last seen: `2026-05-02T09:31:22Z`
-- 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**
@@ -5622,12 +5647,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Afm1320)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afm1320)
 - repo first seen: `2026-05-02T02:04:46Z`
-- repo last seen: `2026-05-02T02:04:46Z`
+- repo last seen: `2026-05-02T13:28:35Z`
 - 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**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **2016 days**
 - recent public PR activity: **25 PRs** (18 merged / 2 closed-unmerged / 5 open; merged rate **72%**, closed-unmerged rate **8%**, open rate **20%**)
 - public orgs: none visible
@@ -6359,7 +6384,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKaisan10)
 - repo first seen: `2026-05-02T07:35:16Z`
 - repo last seen: `2026-05-02T07:35:16Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**

new_contributors.parquet

@@ -1,3 +1,3 @@
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-size 63231
+oid sha256:f935aad7e57c2c040e70f7b0d3e05d50f7d4695317caa0a63d689eca3246f751
+size 63207

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260502T120033Z",
-  "generated_at": "2026-05-02T12:01:09Z",
+  "snapshot_id": "20260502T180031Z",
+  "generated_at": "2026-05-02T18:01:07Z",
   "cluster_count": 48,
   "pr_scope_clusters": [
     {
@@ -19,7 +19,7 @@
         45273
       ],
       "representative_pr_number": 45067,
-      "average_similarity": 0.416,
+      "average_similarity": 0.417,
       "summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
       "shared_filenames": [
         "src/transformers/trainer.py"
@@ -46,7 +46,7 @@
           "left_pr_number": 43663,
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           "similarity": 0.612,
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@@ -93,7 +93,7 @@
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@@ -109,7 +109,7 @@
         {
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@@ -126,7 +126,7 @@
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@@ -142,7 +142,7 @@
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@@ -190,7 +190,7 @@
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           "left_pr_number": 44660,
           "right_pr_number": 45067,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -302,7 +302,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 44660,
           "similarity": 0.422,
-          "content_similarity": 0.271,
+          "content_similarity": 0.272,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -317,8 +317,8 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 44660,
-          "similarity": 0.421,
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           "breadth_similarity": 1.0,
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@@ -333,7 +333,7 @@
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           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
@@ -379,11 +379,11 @@
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-          "left_pr_number": 44257,
-          "right_pr_number": 45067,
+          "left_pr_number": 43663,
+          "right_pr_number": 45055,
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-          "content_similarity": 0.302,
-          "size_similarity": 0.24,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -395,11 +395,11 @@
           ]
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         {
-          "left_pr_number": 43663,
-          "right_pr_number": 45055,
-          "similarity": 0.396,
-          "content_similarity": 0.326,
-          "size_similarity": 0.12,
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+          "right_pr_number": 45067,
+          "similarity": 0.397,
+          "content_similarity": 0.302,
+          "size_similarity": 0.24,
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@@ -429,7 +429,7 @@
         {
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@@ -478,7 +478,7 @@
           "left_pr_number": 45055,
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           "similarity": 0.384,
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@@ -539,11 +539,11 @@
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-          "content_similarity": 0.274,
-          "size_similarity": 0.2,
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+          "right_pr_number": 44189,
+          "similarity": 0.373,
+          "content_similarity": 0.302,
+          "size_similarity": 0.073,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -555,11 +555,11 @@
           ]
         },
         {
-          "left_pr_number": 44123,
-          "right_pr_number": 44189,
+          "left_pr_number": 43636,
+          "right_pr_number": 44123,
           "similarity": 0.372,
-          "content_similarity": 0.302,
-          "size_similarity": 0.073,
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+          "size_similarity": 0.2,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -574,7 +574,7 @@
           "left_pr_number": 43663,
           "right_pr_number": 45273,
           "similarity": 0.365,
-          "content_similarity": 0.29,
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           "size_similarity": 0.08,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -654,7 +654,7 @@
           "left_pr_number": 45067,
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           "size_similarity": 0.08,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -718,7 +718,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 45273,
           "similarity": 0.318,
-          "content_similarity": 0.201,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -734,7 +734,7 @@
           "left_pr_number": 44123,
           "right_pr_number": 45273,
           "similarity": 0.318,
-          "content_similarity": 0.232,
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           "size_similarity": 0.036,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1117,7 +1117,7 @@
           "left_pr_number": 45293,
           "right_pr_number": 45681,
           "similarity": 0.501,
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           "size_similarity": 0.513,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.891,
@@ -1661,7 +1661,7 @@
         44676
       ],
       "representative_pr_number": 44059,
-      "average_similarity": 0.565,
+      "average_similarity": 0.566,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
       "shared_filenames": [
         "src/transformers/models/gpt2/modeling_gpt2.py"
@@ -1727,6 +1727,80 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-41606-3",
+      "pr_numbers": [
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