Refresh transformers dataset snapshot 20260501T120032Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260501T114022Z`
+- latest snapshot: `20260501T120032Z`
 - 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

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260501T114022Z`
-- Generated: `2026-05-01T11:40:38Z`
+- Snapshot: `20260501T120032Z`
+- Generated: `2026-05-01T12:00:53Z`
 - Activity window: `60d`
-- Contributors: `356`
+- Contributors: `355`
 
 ## Summary
 
@@ -332,7 +332,6 @@
 | `sachinkumarsingh092` | [profile](https://github.com/sachinkumarsingh092) | no | FIRST_TIME_CONTRIBUTOR | 3282d | `2026-03-30T18:54:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sahildando` | [profile](https://github.com/sahildando) | no | NONE | 1241d | `2026-04-07T21:12:29Z` | 1 | 0 | mixed | high | medium | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `sahilleth` | [profile](https://github.com/sahilleth) | no | NONE | 58d | `2026-03-19T05:50:29Z` | 1 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars |
-| `sahilmaniyar888` | [profile](https://github.com/sahilmaniyar888) | no | NONE | 826d | `2026-03-02T11:40:49Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `SamArun28` | [profile](https://github.com/SamArun28) | no | NONE | 37d | `2026-03-10T09:38:29Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `sandesh-bhandari-dev` | [profile](https://github.com/sandesh-bhandari-dev) | no | NONE | 51d | `2026-03-05T01:40:47Z` | 1 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
 | `SAY-5` | [profile](https://github.com/SAY-5) | no | FIRST_TIME_CONTRIBUTOR | 172d | `2026-04-20T05:44:53Z` | 1 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
@@ -593,12 +592,12 @@ 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: `2026-04-30T17:15:09Z`
+- repo last seen: `2026-05-01T11:56:25Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **38**
 - snapshot authored PRs/issues: **38 PRs / 0 issues**
-- snapshot discussion activity: **569 comments / 213 reviews / 121 review comments**
+- snapshot discussion activity: **571 comments / 213 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%**)
 - public orgs: `huggingface`
@@ -606,7 +605,7 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
-- [PR #45723: Get rid of most Apex references](https://github.com/huggingface/transformers/pull/45723) — open
+- [PR #45723: 🚨 Get rid of most Apex references](https://github.com/huggingface/transformers/pull/45723) — open
 - [PR #45411: Fix the response schema for the gemma4 converter](https://github.com/huggingface/transformers/pull/45411) — closed, merged
 - [PR #45315: Fix softmaxing router logits](https://github.com/huggingface/transformers/pull/45315) — closed
 
@@ -2654,7 +2653,7 @@ Example artifacts:
 - heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #45731: Added library_name and library_version to HfApi/Hub calls for proper attribution](https://github.com/huggingface/transformers/pull/45731) — open
+- [PR #45731: Added library_name and library_version to HfApi/Hub calls for proper attribution](https://github.com/huggingface/transformers/pull/45731) — closed
 - [PR #45724: Fix memory leak in T5 by adding opt-out for apex FusedRMSNorm](https://github.com/huggingface/transformers/pull/45724) — closed
 
 ### `KetanP1618`
@@ -7490,27 +7489,6 @@ Example artifacts:
 Example artifacts:
 - [PR #44844: Fix DEIM config export and public API](https://github.com/huggingface/transformers/pull/44844) — closed
 
-### `sahilmaniyar888`
-
-- profile: [github.com/sahilmaniyar888](https://github.com/sahilmaniyar888)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asahilmaniyar888)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asahilmaniyar888)
-- repo first seen: `2026-03-02T11:40:49Z`
-- repo last seen: `2026-03-02T11:40:49Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **826 days**
-- recent public PR activity: **2 PRs** (0 merged / 2 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44388: Fix loading report ANSI styles for non-TTY output](https://github.com/huggingface/transformers/pull/44388) — closed
-
 ### `SamArun28`
 
 - profile: [github.com/SamArun28](https://github.com/SamArun28)

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@@ -397,8 +381,8 @@
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@@ -411,11 +395,11 @@
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         {
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@@ -619,11 +603,11 @@
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         {
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@@ -651,11 +635,11 @@
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@@ -682,11 +666,27 @@
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+          "concentration_similarity": 1.0,
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+            "src"
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         {
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@@ -701,8 +701,8 @@
         {
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@@ -715,11 +715,11 @@
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@@ -731,11 +731,11 @@
           ]
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         {
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@@ -961,7 +961,7 @@
           "left_pr_number": 43836,
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           "similarity": 0.605,
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@@ -1012,7 +1012,7 @@
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@@ -1117,7 +1117,7 @@
         {
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           "breadth_similarity": 1.0,
@@ -1322,7 +1322,7 @@
         45655
       ],
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-      "average_similarity": 0.463,
+      "average_similarity": 0.466,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45342.",
       "shared_filenames": [
         "src/transformers/modeling_utils.py"
@@ -1332,8 +1332,8 @@
         {
           "left_pr_number": 45342,
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-          "similarity": 0.836,
-          "content_similarity": 0.789,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1348,8 +1348,8 @@
         {
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1364,8 +1364,8 @@
         {
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-          "similarity": 0.447,
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           "breadth_similarity": 1.0,
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@@ -1380,8 +1380,8 @@
         {
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-          "similarity": 0.357,
-          "content_similarity": 0.308,
+          "similarity": 0.36,
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           "breadth_similarity": 0.75,
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@@ -1396,8 +1396,8 @@
         {
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           "right_pr_number": 45548,
-          "similarity": 0.34,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -1412,8 +1412,8 @@
         {
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           "right_pr_number": 45655,
-          "similarity": 0.34,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -1934,7 +1934,7 @@
         44872
       ],
       "representative_pr_number": 34667,
-      "average_similarity": 0.472,
+      "average_similarity": 0.473,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -1946,8 +1946,8 @@
         {
           "left_pr_number": 34667,
           "right_pr_number": 39683,
-          "similarity": 0.537,
-          "content_similarity": 0.451,
+          "similarity": 0.539,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1963,8 +1963,8 @@
         {
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           "right_pr_number": 44872,
-          "similarity": 0.447,
-          "content_similarity": 0.365,
+          "similarity": 0.448,
+          "content_similarity": 0.367,
           "size_similarity": 0.273,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1980,8 +1980,8 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 44872,
-          "similarity": 0.432,
-          "content_similarity": 0.374,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2098,8 +2098,8 @@
         {
           "left_pr_number": 44385,
           "right_pr_number": 44615,
-          "similarity": 0.406,
-          "content_similarity": 0.334,
+          "similarity": 0.407,
+          "content_similarity": 0.335,
           "size_similarity": 0.371,
           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2243,7 +2243,7 @@
           "left_pr_number": 44407,
           "right_pr_number": 44550,
           "similarity": 0.366,
-          "content_similarity": 0.104,
+          "content_similarity": 0.103,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3191,7 +3191,7 @@
           "left_pr_number": 45056,
           "right_pr_number": 45128,
           "similarity": 0.504,
-          "content_similarity": 0.4,
+          "content_similarity": 0.401,
           "size_similarity": 0.669,
           "breadth_similarity": 0.875,
           "concentration_similarity": 0.724,
@@ -3213,7 +3213,7 @@
         45422
       ],
       "representative_pr_number": 44543,
-      "average_similarity": 0.499,
+      "average_similarity": 0.5,
       "summary": "2 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #44543.",
       "shared_filenames": [
         "tests/test_processing_common.py",
@@ -3226,8 +3226,8 @@
         {
           "left_pr_number": 44543,
           "right_pr_number": 45422,
-          "similarity": 0.499,
-          "content_similarity": 0.478,
+          "similarity": 0.5,
+          "content_similarity": 0.479,
           "size_similarity": 0.331,
           "breadth_similarity": 0.75,
           "concentration_similarity": 0.802,
@@ -3522,6 +3522,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-44889-2",
+      "pr_numbers": [
+        44889,
+        44981
+      ],
+      "representative_pr_number": 44889,
+      "average_similarity": 0.401,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44889.",
+      "shared_filenames": [
+        "src/transformers/trainer.py"
+      ],
+      "shared_directories": [
+        "tests/trainer",
+        "tests"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 44889,
+          "right_pr_number": 44981,
+          "similarity": 0.401,
+          "content_similarity": 0.159,
+          "size_similarity": 0.991,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.812,
+          "shared_filenames": [
+            "src/transformers/trainer.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/trainer",
+            "src",
+            "tests"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-42655-2",
       "pr_numbers": [
@@ -3529,7 +3566,7 @@
         45618
       ],
       "representative_pr_number": 42655,
-      "average_similarity": 0.371,
+      "average_similarity": 0.372,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #42655.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -3543,8 +3580,8 @@
         {
           "left_pr_number": 42655,
           "right_pr_number": 45618,
-          "similarity": 0.371,
-          "content_similarity": 0.203,
+          "similarity": 0.372,
+          "content_similarity": 0.204,
           "size_similarity": 0.974,
           "breadth_similarity": 0.389,
           "concentration_similarity": 0.878,
@@ -3581,7 +3618,7 @@
           "left_pr_number": 44642,
           "right_pr_number": 45552,
           "similarity": 0.357,
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           "concentration_similarity": 1.0,

pr_comments.parquet

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