Refresh transformers dataset snapshot 20260601T060039Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260601T000028Z`
+- latest snapshot: `20260601T060039Z`
 - 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

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260601T000028Z`
-- Generated: `2026-06-01T00:01:10Z`
+- Snapshot: `20260601T060039Z`
+- Generated: `2026-06-01T06:01:25Z`
 - Activity window: `60d`
 - Contributors: `340`
 
@@ -11,7 +11,7 @@
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
 | `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 102 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
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-| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 86 | 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` | 87 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 85 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
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 | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 59 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -178,7 +178,6 @@
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 | `nealwu` | [profile](https://github.com/nealwu) | no | CONTRIBUTOR | 5508d | `2026-05-12T03:11:36Z` | 1 | 1 | strong | low | low | — |
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 | `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 |
@@ -230,6 +229,7 @@
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 | `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `devteamaegis` | [profile](https://github.com/devteamaegis) | no | NONE | 43d | `2026-05-28T21:52:17Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
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@@ -258,7 +258,7 @@
 | `i3hz` | [profile](https://github.com/i3hz) | no | CONTRIBUTOR | 961d | `2026-02-18T04:04:37Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `igordertigor` | [profile](https://github.com/igordertigor) | no | CONTRIBUTOR | 5665d | `2026-05-12T19:17:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `IMvision12` | [profile](https://github.com/IMvision12) | no | CONTRIBUTOR | 1735d | `2026-05-10T21:08:04Z` | 1 | 0 | strong | low | low | high recent PR volume |
-| `jacopopper` | [profile](https://github.com/jacopopper) | yes | FIRST_TIME_CONTRIBUTOR | 1686d | `2026-05-31T20:04:47Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `jacopopper` | [profile](https://github.com/jacopopper) | no | FIRST_TIME_CONTRIBUTOR | 1686d | `2026-05-31T20:04:47Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JAE0Y2N` | [profile](https://github.com/JAE0Y2N) | no | NONE | 877d | `2026-05-20T11:02:07Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `jankipatel20` | [profile](https://github.com/jankipatel20) | no | NONE | 1001d | `2026-05-25T08:25:28Z` | 1 | 0 | strong | low | low | — |
@@ -294,7 +294,7 @@
 | `mrutkows` | [profile](https://github.com/mrutkows) | no | NONE | 4332d | `2026-04-09T17:46:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1527d | `2026-04-15T08:33:29Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `Oneirag` | [profile](https://github.com/Oneirag) | no | FIRST_TIME_CONTRIBUTOR | 4233d | `2026-04-24T04:00:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `onuralpszr` | [profile](https://github.com/onuralpszr) | yes | FIRST_TIME_CONTRIBUTOR | 5146d | `2026-05-31T20:25:01Z` | 1 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread |
+| `onuralpszr` | [profile](https://github.com/onuralpszr) | no | FIRST_TIME_CONTRIBUTOR | 5146d | `2026-05-31T20:25:01Z` | 1 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread |
 | `owwll` | [profile](https://github.com/owwll) | no | NONE | 636d | `2026-04-10T21:13:32Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `partacc` | [profile](https://github.com/partacc) | no | NONE | 282d | `2026-04-07T20:07:02Z` | 1 | 0 | n/a | low | low | young account; no visible non-self stars |
 | `pdufour` | [profile](https://github.com/pdufour) | no | FIRST_TIME_CONTRIBUTOR | 5247d | `2026-04-04T00:15:04Z` | 1 | 0 | weak | moderate | low | high open PR share |
@@ -407,12 +407,12 @@ 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: `2026-05-29T13:21:21Z`
+- repo last seen: `2026-06-01T05:22:04Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **90**
-- snapshot authored PRs/issues: **86 PRs / 4 issues**
-- snapshot discussion activity: **76 comments / 85 reviews / 84 review comments**
+- repo primary artifacts: **91**
+- snapshot authored PRs/issues: **87 PRs / 4 issues**
+- snapshot discussion activity: **76 comments / 86 reviews / 85 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
@@ -420,9 +420,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #46316: fix qwen series VL model's model parallel bug](https://github.com/huggingface/transformers/pull/46316) — open, draft
 - [PR #46280: fix series of bugs for model parallel beam search](https://github.com/huggingface/transformers/pull/46280) — closed, merged
 - [PR #46275: add XPU Expectations for florence2 and lfm2_vl model test](https://github.com/huggingface/transformers/pull/46275) — closed, merged
-- [PR #46262: fix: convert to fp32 first when doing image resize](https://github.com/huggingface/transformers/pull/46262) — open
 - [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
 - [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
@@ -653,12 +653,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
 - repo first seen: `2026-01-13T09:15:18Z`
-- repo last seen: `2026-05-29T07:15:52Z`
+- repo last seen: `2026-06-01T03:31:10Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **32**
 - snapshot authored PRs/issues: **32 PRs / 0 issues**
-- snapshot discussion activity: **51 comments / 149 reviews / 159 review comments**
+- snapshot discussion activity: **52 comments / 149 reviews / 159 review comments**
 - account age: **1813 days**
 - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
 - public orgs: none visible
@@ -1553,12 +1553,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AChao1Han)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AChao1Han)
 - repo first seen: `2026-05-14T09:13:18Z`
-- repo last seen: `2026-05-20T05:39:08Z`
+- repo last seen: `2026-06-01T01:50:27Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
 - account age: **1422 days**
 - recent public PR activity: **22 PRs** (8 merged / 2 closed-unmerged / 12 open; merged rate **36%**, closed-unmerged rate **9%**, open rate **55%**)
 - public orgs: none visible
@@ -4238,28 +4238,6 @@ Example artifacts:
 - [PR #46180: Add Fun-ASR-Nano model](https://github.com/huggingface/transformers/pull/46180) — open
 - [Issue #46179: [New model] Add Fun-ASR-Nano (FunAudioLLM/Fun-ASR-Nano-2512)](https://github.com/huggingface/transformers/issues/46179) — open
 
-### `masoudpz`
-
-- profile: [github.com/masoudpz](https://github.com/masoudpz)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amasoudpz)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amasoudpz)
-- repo first seen: `2026-04-02T00:31:07Z`
-- repo last seen: `2026-04-02T00:47:45Z`
-- 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: **0 comments / 0 reviews / 0 review comments**
-- account age: **4678 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 #45176: added efficietvitsam model to HF](https://github.com/huggingface/transformers/pull/45176) — open
-- [Issue #45175: Feature request: Add EfficientViT-SAM (efficientvitsam) to Transformers](https://github.com/huggingface/transformers/issues/45175) — open
-
 ### `nealwu`
 
 - profile: [github.com/nealwu](https://github.com/nealwu)
@@ -5338,6 +5316,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46272: fix(hub): guard get_checkpoint_shard_files against path-traversal in weight_map](https://github.com/huggingface/transformers/pull/46272) — closed
 
+### `dfgvaetyj3456356-hash`
+
+- profile: [github.com/dfgvaetyj3456356-hash](https://github.com/dfgvaetyj3456356-hash)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adfgvaetyj3456356-hash)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adfgvaetyj3456356-hash)
+- repo first seen: `2026-06-01T03:10:16Z`
+- repo last seen: `2026-06-01T03:14:29Z`
+- 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: **1 comments / 0 reviews / 0 review comments**
+- account age: **3 days**
+- recent public PR activity: **54 PRs** (1 merged / 10 closed-unmerged / 43 open; merged rate **2%**, closed-unmerged rate **19%**, open rate **80%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **very new account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46314: Validate Bark speaker embedding save paths](https://github.com/huggingface/transformers/pull/46314) — open
+
 ### `Dhruv908615`
 
 - profile: [github.com/Dhruv908615](https://github.com/Dhruv908615)
@@ -5934,7 +5933,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajacopopper)
 - repo first seen: `2026-05-31T20:04:47Z`
 - repo last seen: `2026-05-31T20:04:47Z`
-- 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**
@@ -6690,7 +6689,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aonuralpszr)
 - repo first seen: `2026-05-31T20:25:01Z`
 - repo last seen: `2026-05-31T20:25:01Z`
-- 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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-  "cluster_count": 56,
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   "pr_scope_clusters": [
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@@ -113,7 +113,7 @@
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@@ -336,7 +336,7 @@
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@@ -3555,6 +3555,53 @@
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+  "watermark": {
+    "effective_since": "2026-06-01T00:00:28Z",
+    "next_since": "2026-06-01T06:00:39Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260601T000028Z/manifest.json",
-  "latest_snapshot_id": "20260601T000028Z",
+  "archived_manifest_path": "snapshots/20260601T060039Z/manifest.json",
+  "latest_snapshot_id": "20260601T060039Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-06-01T00:00:28Z",
+  "next_since": "2026-06-01T06:00:39Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260601T000028Z"
+  "snapshot_dir": "snapshots/20260601T060039Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-05-31T18:00:28Z",
-  "last_successful_snapshot_id": "20260601T000028Z",
-  "next_since": "2026-06-01T00:00:28Z",
+  "effective_since": "2026-06-01T00:00:28Z",
+  "last_successful_snapshot_id": "20260601T060039Z",
+  "next_since": "2026-06-01T06:00:39Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-06-01T00:00:28Z"
+  "updated_at": "2026-06-01T06:00:39Z"
 }