Refresh transformers dataset snapshot 20260531T060031Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260531T000035Z`
+- latest snapshot: `20260531T060031Z`
 - raw data only; no labels or moderation decisions
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new-contributors-report.md

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 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260531T000035Z`
-- Generated: `2026-05-31T00:01:09Z`
+- Snapshot: `20260531T060031Z`
+- Generated: `2026-05-31T06:01:04Z`
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-- Contributors: `342`
+- Contributors: `340`
 
 ## Summary
 
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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 |
 | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 7 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
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 | `kchpp940` | [profile](https://github.com/kchpp940) | no | NONE | 375d | `2026-04-18T01:12:45Z` | 6 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5413d | `2025-03-12T07:35:51Z` | 6 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `XciD` | [profile](https://github.com/XciD) | no | MEMBER | 4481d | `2026-05-14T05:53:53Z` | 6 | 0 | mixed | high | low | extremely high recent PR volume; broad repo spread |
@@ -67,6 +66,7 @@
 | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 3 | 0 | mixed | low | low | — |
 | `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 3 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 15 | 0 | strong | moderate | low | targets high-star repos |
+| `Qubitium` | [profile](https://github.com/Qubitium) | no | CONTRIBUTOR | 5681d | `2025-10-03T18:23:49Z` | 7 | 0 | strong | moderate | low | extremely high recent PR volume |
 | `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 6 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3177d | `2021-08-30T15:40:15Z` | 6 | 2 | mixed | low | low | targets high-star repos |
 | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 5 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -117,7 +117,6 @@
 | `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-11-10T16:50:33Z` | 2 | 0 | strong | moderate | low | high recent PR volume |
 | `moonbogi` | [profile](https://github.com/moonbogi) | no | CONTRIBUTOR | 3943d | `2026-04-27T22:45:13Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `nileshpatil6` | [profile](https://github.com/nileshpatil6) | no | CONTRIBUTOR | 1148d | `2026-05-16T14:53:41Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `onwp` | [profile](https://github.com/onwp) | no | CONTRIBUTOR | 2575d | `2026-04-01T05:05:40Z` | 2 | 0 | mixed | high | low | broad repo spread; high open PR share; targets high-star repos |
 | `otjdiepluong` | [profile](https://github.com/otjdiepluong) | no | NONE | 32d | `2026-05-14T03:52:29Z` | 2 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `poojansatani` | [profile](https://github.com/poojansatani) | no | FIRST_TIME_CONTRIBUTOR | 1048d | `2026-05-16T15:35:41Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `rmotgi1227` | [profile](https://github.com/rmotgi1227) | no | NONE | 295d | `2026-05-12T21:21:10Z` | 2 | 0 | mixed | moderate | low | young account; targets high-star repos |
@@ -140,7 +139,6 @@
 | `sbucaille` | [profile](https://github.com/sbucaille) | no | CONTRIBUTOR | 3451d | `2025-03-21T09:38:40Z` | 4 | 4 | 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` | 4 | 2 | weak | low | low | high open PR share; no visible non-self stars |
 | `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 508d | `2026-03-22T17:27:20Z` | 4 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
-| `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3073d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
@@ -337,7 +335,7 @@
 | `trducng` | [profile](https://github.com/trducng) | no | FIRST_TIME_CONTRIBUTOR | 3050d | `2026-05-18T04:44:13Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `TuringTux` | [profile](https://github.com/TuringTux) | no | CONTRIBUTOR | 2477d | `2026-05-06T16:55:33Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `vai-minzhou` | [profile](https://github.com/vai-minzhou) | no | CONTRIBUTOR | 723d | `2026-04-23T01:47:23Z` | 1 | 0 | mixed | low | low | high open PR share |
-| `Vanshajrawat` | [profile](https://github.com/Vanshajrawat) | yes | FIRST_TIME_CONTRIBUTOR | 1600d | `2026-05-30T19:38:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Vanshajrawat` | [profile](https://github.com/Vanshajrawat) | no | FIRST_TIME_CONTRIBUTOR | 1600d | `2026-05-30T19:38:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `w601sxs` | [profile](https://github.com/w601sxs) | no | FIRST_TIME_CONTRIBUTOR | 4837d | `2026-04-01T15:02:15Z` | 1 | 0 | mixed | low | low | — |
 | `xodn348` | [profile](https://github.com/xodn348) | no | NONE | 2352d | `2026-05-01T07:27:40Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `xu-song` | [profile](https://github.com/xu-song) | no | CONTRIBUTOR | 3895d | `2026-04-01T14:50:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -1198,29 +1196,6 @@ Example artifacts:
 - [PR #45716: [Gemma4] Fix SharedKVCache identity loss under FSDP2 cast_forward_inputs](https://github.com/huggingface/transformers/pull/45716) — closed
 - [Issue #46121: `convert_rope_params_to_dict` raises `TypeError` when `ignore_keys_at_rope_validation` is a JSON-loaded list](https://github.com/huggingface/transformers/issues/46121) — closed
 
-### `Qubitium`
-
-- profile: [github.com/Qubitium](https://github.com/Qubitium)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AQubitium)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AQubitium)
-- repo first seen: `2025-10-03T18:23:49Z`
-- repo last seen: `2026-04-14T12:34:51Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **24 comments / 10 reviews / 10 review comments**
-- account age: **5681 days**
-- recent public PR activity: **285 PRs** (271 merged / 9 closed-unmerged / 5 open; merged rate **95%**, closed-unmerged rate **3%**, open rate **2%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **extremely high recent PR volume**
-
-Example artifacts:
-- [PR #45274: Fix CB Accuracy Regression under FA2](https://github.com/huggingface/transformers/pull/45274) — closed
-- [PR #45202: Fix gemma4 has flash-attention incompatbile head-dim=512](https://github.com/huggingface/transformers/pull/45202) — open
-- [PR #45157: [WIP] PrismML Bonsai model support](https://github.com/huggingface/transformers/pull/45157) — open, draft
-
 ### `kchpp940`
 
 - profile: [github.com/kchpp940](https://github.com/kchpp940)
@@ -1733,6 +1708,29 @@ Example artifacts:
 - [PR #45363: n-to-1 kernel fusion via `KernelConfig`](https://github.com/huggingface/transformers/pull/45363) — open, draft
 - [PR #45155: Load adapter with TP](https://github.com/huggingface/transformers/pull/45155) — closed, merged
 
+### `Qubitium`
+
+- profile: [github.com/Qubitium](https://github.com/Qubitium)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AQubitium)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AQubitium)
+- repo first seen: `2025-10-03T18:23:49Z`
+- repo last seen: `2026-04-14T12:34:51Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **7 PRs / 0 issues**
+- snapshot discussion activity: **24 comments / 10 reviews / 10 review comments**
+- account age: **5681 days**
+- recent public PR activity: **285 PRs** (271 merged / 9 closed-unmerged / 5 open; merged rate **95%**, closed-unmerged rate **3%**, open rate **2%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **extremely high recent PR volume**
+
+Example artifacts:
+- [PR #45274: Fix CB Accuracy Regression under FA2](https://github.com/huggingface/transformers/pull/45274) — closed
+- [PR #45202: Fix gemma4 has flash-attention incompatbile head-dim=512](https://github.com/huggingface/transformers/pull/45202) — open
+- [PR #45157: [WIP] PrismML Bonsai model support](https://github.com/huggingface/transformers/pull/45157) — open, draft
+
 ### `albertvillanova`
 
 - profile: [github.com/albertvillanova](https://github.com/albertvillanova)
@@ -2869,28 +2867,6 @@ Example artifacts:
 - [PR #46006: fix: owned_by field in GET /v1/models returns list instead of string](https://github.com/huggingface/transformers/pull/46006) — closed, merged
 - [PR #46005: fix: StaticLayer.get_seq_length() returns int not Tensor](https://github.com/huggingface/transformers/pull/46005) — closed
 
-### `onwp`
-
-- profile: [github.com/onwp](https://github.com/onwp)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aonwp)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aonwp)
-- repo first seen: `2026-04-01T05:05:40Z`
-- repo last seen: `2026-04-02T12:28:44Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **2575 days**
-- recent public PR activity: **14 PRs** (5 merged / 1 closed-unmerged / 8 open; merged rate **36%**, closed-unmerged rate **7%**, open rate **57%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
-- heuristic read: **broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45159: Add Turkish documentation: Get Started section](https://github.com/huggingface/transformers/pull/45159) — closed
-- [PR #45158: Add Turkish (tr) translation for Get Started section](https://github.com/huggingface/transformers/pull/45158) — closed, merged
-
 ### `otjdiepluong`
 
 - profile: [github.com/otjdiepluong](https://github.com/otjdiepluong)
@@ -3391,29 +3367,6 @@ Example artifacts:
 - [PR #45079: Fix resized LM head weights being overwritten by post_init](https://github.com/huggingface/transformers/pull/45079) — closed, merged
 - [PR #45019: Fix GraniteConfig type hints to accept int for multiplier fields](https://github.com/huggingface/transformers/pull/45019) — closed, merged
 
-### `Cursx`
-
-- profile: [github.com/Cursx](https://github.com/Cursx)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACursx)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACursx)
-- repo first seen: `2026-03-31T01:44:52Z`
-- repo last seen: `2026-04-01T02:36:38Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3073 days**
-- recent public PR activity: **12 PRs** (3 merged / 5 closed-unmerged / 4 open; merged rate **25%**, closed-unmerged rate **42%**, open rate **33%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #45156: Fix save_pretrained writing incorrect tie_word_embeddings=True config after PEFT merge](https://github.com/huggingface/transformers/pull/45156) — closed, draft
-- [PR #45136: Fix #45127: Auto-fix diverged tie_word_embeddings config on save to prevent silent weight corruption](https://github.com/huggingface/transformers/pull/45136) — closed
-- [PR #45135: Fix model saving corruption for dynamically untied embeddings](https://github.com/huggingface/transformers/pull/45135) — closed
-
 ### `he-yufeng`
 
 - profile: [github.com/he-yufeng](https://github.com/he-yufeng)
@@ -3847,12 +3800,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aoleksii-tumanov)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aoleksii-tumanov)
 - repo first seen: `2026-04-22T03:12:11Z`
-- repo last seen: `2026-04-24T16:03:46Z`
+- repo last seen: `2026-05-31T04:11:41Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **1 PRs / 2 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **4519 days**
 - recent public PR activity: **29 PRs** (16 merged / 7 closed-unmerged / 6 open; merged rate **55%**, closed-unmerged rate **24%**, open rate **21%**)
 - public orgs: `oracle`
@@ -7595,7 +7548,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AVanshajrawat)
 - repo first seen: `2026-05-30T19:38:14Z`
 - repo last seen: `2026-05-30T19:38:14Z`
-- 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**

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-  "generated_at": "2026-05-31T00:01:05Z",
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     {
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         45645
       ],
       "representative_pr_number": 45639,
-      "average_similarity": 0.784,
+      "average_similarity": 0.777,
       "summary": "2 open PRs share weighted file overlap around `tests/utils/test_testing_utils.py`, `src/transformers/testing_utils.py`; representative PR #45639.",
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@@ -3978,6 +3978,55 @@
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+      "summary": "2 open PRs share weighted file overlap around `utils/notification_service.py`, `.github/workflows/self-comment-ci.yml`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
+      "shared_filenames": [
+        "utils/notification_service.py",
+        ".github/workflows/self-comment-ci.yml",
+        ".github/workflows/self-scheduled.yml",
+        "tests/models/vit/test_modeling_vit.py"
+      ],
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-      "summary": "2 open PRs share weighted file overlap around `utils/notification_service.py`, `.github/workflows/self-comment-ci.yml`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
-      "shared_filenames": [
-        "utils/notification_service.py",
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+  "delta_counts": {
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+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260531T000035Z/manifest.json",
-  "latest_snapshot_id": "20260531T000035Z",
+  "archived_manifest_path": "snapshots/20260531T060031Z/manifest.json",
+  "latest_snapshot_id": "20260531T060031Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-05-31T00:00:35Z",
+  "next_since": "2026-05-31T06:00:31Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260531T000035Z"
+  "snapshot_dir": "snapshots/20260531T060031Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-05-30T18:00:32Z",
-  "last_successful_snapshot_id": "20260531T000035Z",
-  "next_since": "2026-05-31T00:00:35Z",
+  "effective_since": "2026-05-31T00:00:35Z",
+  "last_successful_snapshot_id": "20260531T060031Z",
+  "next_since": "2026-05-31T06:00:31Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-05-31T00:00:35Z"
+  "updated_at": "2026-05-31T06:00:31Z"
 }