Refresh transformers dataset snapshot 20260503T060035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260503T000641Z`
+- latest snapshot: `20260503T060035Z`
 - 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: `20260503T000641Z`
-- Generated: `2026-05-03T00:07:13Z`
+- Snapshot: `20260503T060035Z`
+- Generated: `2026-05-03T06:00:57Z`
 - Activity window: `60d`
 - Contributors: `357`
 
@@ -113,7 +113,6 @@
 | `matdou` | [profile](https://github.com/matdou) | no | FIRST_TIME_CONTRIBUTOR | 1502d | `2026-03-26T23:00:35Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `maxsloef-goodfire` | [profile](https://github.com/maxsloef-goodfire) | no | CONTRIBUTOR | 315d | `2026-03-21T20:25:51Z` | 2 | 0 | mixed | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `MaybeSam05` | [profile](https://github.com/MaybeSam05) | no | FIRST_TIME_CONTRIBUTOR | 2114d | `2026-03-11T22:52:23Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
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 | `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 |
 | `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 |
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@@ -143,6 +142,7 @@
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 | `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3479d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread |
@@ -316,7 +316,7 @@
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-| `RobTand` | [profile](https://github.com/RobTand) | yes | FIRST_TIME_CONTRIBUTOR | 3405d | `2026-05-02T19:12:41Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
+| `RobTand` | [profile](https://github.com/RobTand) | no | FIRST_TIME_CONTRIBUTOR | 3405d | `2026-05-02T19:12:41Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `Rohang2005` | [profile](https://github.com/Rohang2005) | no | NONE | 817d | `2026-03-04T08:13:38Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `roycho96` | [profile](https://github.com/roycho96) | no | FIRST_TIME_CONTRIBUTOR | 2160d | `2026-03-20T15:08:32Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `rsmed31` | [profile](https://github.com/rsmed31) | no | NONE | 1321d | `2026-03-14T23:57:14Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -2789,28 +2789,6 @@ Example artifacts:
 - [PR #44630: Fix Qwen3.5 num_labels propagation to text_config (fix #44625)](https://github.com/huggingface/transformers/pull/44630) — closed
 - [PR #44615: Restore is_torch_fx_available for trust_remote_code backwards compatibility](https://github.com/huggingface/transformers/pull/44615) — open
 
-### `mitre88`
-
-- profile: [github.com/mitre88](https://github.com/mitre88)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amitre88)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amitre88)
-- repo first seen: `2026-03-04T00:42:43Z`
-- repo last seen: `2026-05-02T01:10:34Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3202 days**
-- recent public PR activity: **115 PRs** (37 merged / 27 closed-unmerged / 51 open; merged rate **32%**, closed-unmerged rate **23%**, open rate **44%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45740: Fix IndexError in sdpa_mask and flex_attention_mask for 0D tensors during ONNX export](https://github.com/huggingface/transformers/pull/45740) — open
-- [PR #44422: docs: add Spanish translation for conversations.md (chat basics)](https://github.com/huggingface/transformers/pull/44422) — closed, merged
-
 ### `moonbogi`
 
 - profile: [github.com/moonbogi](https://github.com/moonbogi)
@@ -3262,12 +3240,12 @@ Example artifacts:
 - 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`
+- repo last seen: `2026-05-03T02:14:15Z`
 - 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**
+- snapshot discussion activity: **1 comments / 62 reviews / 81 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
@@ -3459,6 +3437,28 @@ Example artifacts:
 - [PR #44433: fix: raise error if mm_token_type_ids not supplied ](https://github.com/huggingface/transformers/pull/44433) — closed, merged
 - [PR #44158: fix bug with position_ids on qwen3-vl models, such that position_ids include text position](https://github.com/huggingface/transformers/pull/44158) — closed, merged
 
+### `mitre88`
+
+- profile: [github.com/mitre88](https://github.com/mitre88)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amitre88)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amitre88)
+- repo first seen: `2026-03-04T00:42:43Z`
+- repo last seen: `2026-05-02T01:10:34Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **3202 days**
+- recent public PR activity: **115 PRs** (37 merged / 27 closed-unmerged / 51 open; merged rate **32%**, closed-unmerged rate **23%**, open rate **44%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #45740: Fix IndexError in sdpa_mask and flex_attention_mask for 0D tensors during ONNX export](https://github.com/huggingface/transformers/pull/45740) — open
+- [PR #44422: docs: add Spanish translation for conversations.md (chat basics)](https://github.com/huggingface/transformers/pull/44422) — closed, merged
+
 ### `nuxlear`
 
 - profile: [github.com/nuxlear](https://github.com/nuxlear)
@@ -7163,7 +7163,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3APrachi-kushwaha)
 - repo first seen: `2026-03-07T22:12:58Z`
 - repo last seen: `2026-05-02T19:06:12Z`
-- 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**
@@ -7330,12 +7330,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arigen1048)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arigen1048)
 - repo first seen: `2026-04-28T15:23:48Z`
-- repo last seen: `2026-04-29T04:43:51Z`
+- repo last seen: `2026-05-03T00:33:39Z`
 - 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: **3 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
 - account age: **92 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
@@ -7352,7 +7352,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARobTand)
 - repo first seen: `2026-05-02T19:12:41Z`
 - repo last seen: `2026-05-02T19:12:41Z`
-- 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**
@@ -7435,12 +7435,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aruben-aghayan)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aruben-aghayan)
 - repo first seen: `2026-04-13T03:57:04Z`
-- repo last seen: `2026-04-25T04:13:54Z`
+- repo last seen: `2026-05-03T03:55:50Z`
 - 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: **2 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
 - account age: **3216 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
@@ -7448,7 +7448,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #45389: Require input_ids for repetition penalty](https://github.com/huggingface/transformers/pull/45389) — open, draft
+- [PR #45389: Require input_ids for repetition penalty](https://github.com/huggingface/transformers/pull/45389) — open
 
 ### `ruixiang63`
 

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       "summary": "3 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
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+    "review_comments": 13452,
+    "reviews": 7743,
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+  },
+  "crawl_started_at": "2026-05-03T06:00:35Z",
+  "delta_counts": {
+    "comments": 1,
+    "issue_stubs": 3,
+    "issues": 0,
+    "links": 10,
+    "pr_diffs": 3,
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+  "extracted_at": "2026-05-03T06:00:35Z",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260503T060035Z",
+  "watermark": {
+    "effective_since": "2026-05-03T00:06:41Z",
+    "next_since": "2026-05-03T06:00:35Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260503T000641Z/manifest.json",
-  "latest_snapshot_id": "20260503T000641Z",
+  "archived_manifest_path": "snapshots/20260503T060035Z/manifest.json",
+  "latest_snapshot_id": "20260503T060035Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-05-03T00:06:41Z",
+  "next_since": "2026-05-03T06:00:35Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260503T000641Z"
+  "snapshot_dir": "snapshots/20260503T060035Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-05-02T18:00:31Z",
-  "last_successful_snapshot_id": "20260503T000641Z",
-  "next_since": "2026-05-03T00:06:41Z",
+  "effective_since": "2026-05-03T00:06:41Z",
+  "last_successful_snapshot_id": "20260503T060035Z",
+  "next_since": "2026-05-03T06:00:35Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-05-03T00:06:41Z"
+  "updated_at": "2026-05-03T06:00:35Z"
 }