Refresh transformers dataset snapshot 20260419T120535Z
Browse files- README.md +1 -1
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README.md
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- eval set creation
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Notes:
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- latest snapshot: `
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- raw data only; no labels or moderation decisions
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- PR metadata, file-level patch hunks, and full unified diffs are included
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- eval set creation
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Notes:
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+
- latest snapshot: `20260419T120535Z`
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- raw data only; no labels or moderation decisions
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- PR metadata, file-level patch hunks, and full unified diffs are included
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"window_days": 60,
|
| 7 |
"max_authors": 0,
|
| 8 |
"instrumentation": {
|
| 9 |
+
"selected_contributors": 360,
|
| 10 |
+
"first_seen_in_snapshot": 0,
|
| 11 |
"known_via_prior_merged_pr": 150,
|
| 12 |
+
"previous_primary_author_count": 957,
|
| 13 |
"selected_seen_in_previous_primary": 360,
|
| 14 |
+
"previous_report_contributor_count": 361,
|
| 15 |
"selected_overlap_previous_report": 360,
|
| 16 |
+
"selected_overlap_previous_report_rate": 1.0,
|
| 17 |
"reused_previous_report_entries": 357,
|
| 18 |
"reused_known_merged_contributors": 149,
|
| 19 |
+
"live_fetches": 3,
|
| 20 |
"window_anchor": "run_time",
|
| 21 |
"window_anchor_cacheable": false,
|
| 22 |
+
"enrichment_elapsed_seconds": 0.404,
|
| 23 |
+
"enrichment_avg_seconds_per_author": 0.001,
|
| 24 |
"enrichment_failures": 3
|
| 25 |
},
|
| 26 |
"contributors": [
|
|
|
|
| 4548 |
},
|
| 4549 |
"fetch_error": "[{\"type\": \"NOT_FOUND\", \"path\": [\"user\"], \"locations\": [{\"line\": 13, \"column\": 3}], \"message\": \"Could not resolve to a User with the login of 'hf-security-analysis[bot]'.\"}]"
|
| 4550 |
},
|
| 4551 |
+
{
|
| 4552 |
+
"author_login": "Jah-yee",
|
| 4553 |
+
"name": "RoomWithOutRoof",
|
| 4554 |
+
"profile_url": "https://github.com/Jah-yee",
|
| 4555 |
+
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJah-yee",
|
| 4556 |
+
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJah-yee",
|
| 4557 |
+
"repo_first_seen_at": "2026-04-16T00:55:40Z",
|
| 4558 |
+
"repo_last_seen_at": "2026-04-19T11:59:23Z",
|
| 4559 |
+
"repo_primary_artifact_count": 4,
|
| 4560 |
+
"repo_artifact_count": 4,
|
| 4561 |
+
"snapshot_issue_count": 0,
|
| 4562 |
+
"snapshot_pr_count": 4,
|
| 4563 |
+
"snapshot_comment_count": 0,
|
| 4564 |
+
"snapshot_review_count": 0,
|
| 4565 |
+
"snapshot_review_comment_count": 0,
|
| 4566 |
+
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 4567 |
+
"new_to_repo": false,
|
| 4568 |
+
"first_seen_in_snapshot": false,
|
| 4569 |
+
"known_via_prior_merged_pr": false,
|
| 4570 |
+
"report_reason": null,
|
| 4571 |
+
"enrichment_source": "previous_report",
|
| 4572 |
+
"live_refetch_skipped": true,
|
| 4573 |
+
"account_age_days": 736,
|
| 4574 |
+
"young_account": false,
|
| 4575 |
+
"follow_through_score": "weak",
|
| 4576 |
+
"breadth_score": "very high",
|
| 4577 |
+
"automation_risk_signal": "high",
|
| 4578 |
+
"heuristic_note": "extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos",
|
| 4579 |
+
"public_orgs": [
|
| 4580 |
+
"hackclub",
|
| 4581 |
+
"Spark-Lab-Global",
|
| 4582 |
+
"Info-Tech-org",
|
| 4583 |
+
"effectorHQ"
|
| 4584 |
+
],
|
| 4585 |
+
"activity": {
|
| 4586 |
+
"visible_authored_pr_count": 836,
|
| 4587 |
+
"merged_pr_count": 85,
|
| 4588 |
+
"closed_unmerged_pr_count": 334,
|
| 4589 |
+
"open_pr_count": 417,
|
| 4590 |
+
"merged_pr_rate": 0.1017,
|
| 4591 |
+
"closed_unmerged_pr_rate": 0.3995,
|
| 4592 |
+
"still_open_pr_rate": 0.4988,
|
| 4593 |
+
"distinct_repos_with_authored_prs": 278,
|
| 4594 |
+
"distinct_repos_with_open_prs": 159
|
| 4595 |
+
},
|
| 4596 |
+
"examples": {
|
| 4597 |
+
"pull_requests": [
|
| 4598 |
+
{
|
| 4599 |
+
"kind": "pull_request",
|
| 4600 |
+
"number": 45515,
|
| 4601 |
+
"title": "Fix CUDA availability check in get_device_properties()",
|
| 4602 |
+
"url": "https://github.com/huggingface/transformers/pull/45515",
|
| 4603 |
+
"state": "open",
|
| 4604 |
+
"merged": false,
|
| 4605 |
+
"draft": false,
|
| 4606 |
+
"created_at": "2026-04-19T11:59:23Z"
|
| 4607 |
+
},
|
| 4608 |
+
{
|
| 4609 |
+
"kind": "pull_request",
|
| 4610 |
+
"number": 45509,
|
| 4611 |
+
"title": "Fix get_device_properties crash when CUDA is installed but no GPU",
|
| 4612 |
+
"url": "https://github.com/huggingface/transformers/pull/45509",
|
| 4613 |
+
"state": "open",
|
| 4614 |
+
"merged": false,
|
| 4615 |
+
"draft": false,
|
| 4616 |
+
"created_at": "2026-04-18T23:41:33Z"
|
| 4617 |
+
},
|
| 4618 |
+
{
|
| 4619 |
+
"kind": "pull_request",
|
| 4620 |
+
"number": 45467,
|
| 4621 |
+
"title": "Fix MPS SDPA output shape when value head dim differs from query head dim",
|
| 4622 |
+
"url": "https://github.com/huggingface/transformers/pull/45467",
|
| 4623 |
+
"state": "closed",
|
| 4624 |
+
"merged": false,
|
| 4625 |
+
"draft": false,
|
| 4626 |
+
"created_at": "2026-04-16T06:44:51Z"
|
| 4627 |
+
}
|
| 4628 |
+
],
|
| 4629 |
+
"issues": []
|
| 4630 |
+
},
|
| 4631 |
+
"fetch_error": null
|
| 4632 |
+
},
|
| 4633 |
{
|
| 4634 |
"author_login": "manavshrivastavagit",
|
| 4635 |
"name": "Manav Shrivastava",
|
|
|
|
| 5281 |
},
|
| 5282 |
"fetch_error": null
|
| 5283 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 5284 |
{
|
| 5285 |
"author_login": "javierdejesusda",
|
| 5286 |
"name": "Javier De Jesus",
|
|
|
|
| 10835 |
},
|
| 10836 |
"fetch_error": null
|
| 10837 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
| 10838 |
{
|
| 10839 |
"author_login": "thisisiron",
|
| 10840 |
"name": "Eon Kim",
|
|
|
|
| 23093 |
"snapshot_review_count": 0,
|
| 23094 |
"snapshot_review_comment_count": 0,
|
| 23095 |
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 23096 |
+
"new_to_repo": false,
|
| 23097 |
+
"first_seen_in_snapshot": false,
|
| 23098 |
"known_via_prior_merged_pr": false,
|
| 23099 |
+
"report_reason": null,
|
| 23100 |
+
"enrichment_source": "previous_report",
|
| 23101 |
+
"live_refetch_skipped": true,
|
| 23102 |
"account_age_days": 2442,
|
| 23103 |
"young_account": false,
|
| 23104 |
"follow_through_score": "mixed",
|
new-contributors-report.md
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
-
- Snapshot: `
|
| 4 |
-
- Generated: `2026-04-
|
| 5 |
- Activity window: `60d`
|
| 6 |
-
- Contributors: `
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
@@ -61,6 +61,7 @@
|
|
| 61 |
| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
|
| 62 |
| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 63 |
| `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
|
|
|
|
| 64 |
| `manavshrivastavagit` | [profile](https://github.com/manavshrivastavagit) | no | NONE | 4699d | `2026-02-24T20:35:18Z` | 4 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 65 |
| `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 67d | `2026-02-18T23:07:23Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos |
|
| 66 |
| `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | 2913d | `2026-04-09T09:34:42Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
|
@@ -69,7 +70,6 @@
|
|
| 69 |
| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 3 | 2 | weak | low | low | targets high-star repos |
|
| 70 |
| `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 3 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
|
| 71 |
| `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 |
|
| 72 |
-
| `Jah-yee` | [profile](https://github.com/Jah-yee) | no | FIRST_TIME_CONTRIBUTOR | 736d | `2026-04-16T00:55:40Z` | 3 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 73 |
| `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 508d | `2026-03-22T17:27:20Z` | 3 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
|
| 74 |
| `jayakumarpujar` | [profile](https://github.com/jayakumarpujar) | no | NONE | 2663d | `2026-03-01T01:47:44Z` | 3 | 0 | mixed | low | low | — |
|
| 75 |
| `jnMetaCode` | [profile](https://github.com/jnMetaCode) | no | CONTRIBUTOR | 4011d | `2026-03-08T09:21:22Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; targets high-star repos |
|
|
@@ -147,7 +147,6 @@
|
|
| 147 |
| `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2804d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — |
|
| 148 |
| `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5827d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos |
|
| 149 |
| `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 |
|
| 150 |
-
| `preetam1407` | [profile](https://github.com/preetam1407) | no | CONTRIBUTOR | 1939d | `2026-02-14T12:44:18Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 151 |
| `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 |
|
| 152 |
| `ethanknights` | [profile](https://github.com/ethanknights) | no | CONTRIBUTOR | 3057d | `2025-06-27T22:12:42Z` | 2 | 0 | strong | low | low | targets high-star repos |
|
| 153 |
| `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 |
|
|
@@ -351,7 +350,7 @@
|
|
| 351 |
| `stargazerwh` | [profile](https://github.com/stargazerwh) | no | NONE | 2935d | `2026-02-21T14:34:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 352 |
| `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 79d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
|
| 353 |
| `tejasae-afk` | [profile](https://github.com/tejasae-afk) | no | NONE | 408d | `2026-03-13T21:22:07Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
|
| 354 |
-
| `tianhaocui` | [profile](https://github.com/tianhaocui) |
|
| 355 |
| `TinderZ` | [profile](https://github.com/TinderZ) | no | CONTRIBUTOR | 750d | `2026-02-19T02:35:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 356 |
| `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 357 |
| `vimal-crypto` | [profile](https://github.com/vimal-crypto) | no | FIRST_TIME_CONTRIBUTOR | 981d | `2026-03-11T12:37:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
@@ -1615,6 +1614,29 @@ Example artifacts:
|
|
| 1615 |
- [PR #45021: chore: update anti-slop.yml](https://github.com/huggingface/transformers/pull/45021) — closed
|
| 1616 |
- [PR #44813: chore: update pr-repo-consistency-bot.yml](https://github.com/huggingface/transformers/pull/44813) — closed
|
| 1617 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1618 |
### `manavshrivastavagit`
|
| 1619 |
|
| 1620 |
- profile: [github.com/manavshrivastavagit](https://github.com/manavshrivastavagit)
|
|
@@ -1802,29 +1824,6 @@ Example artifacts:
|
|
| 1802 |
- [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
|
| 1803 |
- [PR #45135: Fix model saving corruption for dynamically untied embeddings](https://github.com/huggingface/transformers/pull/45135) — closed
|
| 1804 |
|
| 1805 |
-
### `Jah-yee`
|
| 1806 |
-
|
| 1807 |
-
- profile: [github.com/Jah-yee](https://github.com/Jah-yee)
|
| 1808 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJah-yee)
|
| 1809 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJah-yee)
|
| 1810 |
-
- repo first seen: `2026-04-16T00:55:40Z`
|
| 1811 |
-
- repo last seen: `2026-04-18T23:41:33Z`
|
| 1812 |
-
- first seen in snapshot: **no**
|
| 1813 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 1814 |
-
- repo primary artifacts: **3**
|
| 1815 |
-
- snapshot authored PRs/issues: **3 PRs / 0 issues**
|
| 1816 |
-
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 1817 |
-
- account age: **736 days**
|
| 1818 |
-
- recent public PR activity: **836 PRs** (85 merged / 334 closed-unmerged / 417 open; merged rate **10%**, closed-unmerged rate **40%**, open rate **50%**)
|
| 1819 |
-
- public orgs: `hackclub`, `Spark-Lab-Global`, `Info-Tech-org`, `effectorHQ`
|
| 1820 |
-
- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
|
| 1821 |
-
- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
|
| 1822 |
-
|
| 1823 |
-
Example artifacts:
|
| 1824 |
-
- [PR #45509: Fix get_device_properties crash when CUDA is installed but no GPU](https://github.com/huggingface/transformers/pull/45509) — open
|
| 1825 |
-
- [PR #45467: Fix MPS SDPA output shape when value head dim differs from query head dim](https://github.com/huggingface/transformers/pull/45467) — closed
|
| 1826 |
-
- [PR #45466: fix: return empty tuple when protobuf not available](https://github.com/huggingface/transformers/pull/45466) — closed
|
| 1827 |
-
|
| 1828 |
### `javierdejesusda`
|
| 1829 |
|
| 1830 |
- profile: [github.com/javierdejesusda](https://github.com/javierdejesusda)
|
|
@@ -3556,29 +3555,6 @@ Example artifacts:
|
|
| 3556 |
- [PR #43544: Fix typos in add_new_model_like docstrings](https://github.com/huggingface/transformers/pull/43544) — closed, merged
|
| 3557 |
- [PR #43050: Fix safe _file_ access in CLIP lazy module](https://github.com/huggingface/transformers/pull/43050) — closed
|
| 3558 |
|
| 3559 |
-
### `preetam1407`
|
| 3560 |
-
|
| 3561 |
-
- profile: [github.com/preetam1407](https://github.com/preetam1407)
|
| 3562 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apreetam1407)
|
| 3563 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apreetam1407)
|
| 3564 |
-
- repo first seen: `2026-02-14T12:44:18Z`
|
| 3565 |
-
- repo last seen: `2026-02-25T10:13:52Z`
|
| 3566 |
-
- first seen in snapshot: **no**
|
| 3567 |
-
- repo association: **CONTRIBUTOR**
|
| 3568 |
-
- repo primary artifacts: **3**
|
| 3569 |
-
- snapshot authored PRs/issues: **3 PRs / 0 issues**
|
| 3570 |
-
- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
|
| 3571 |
-
- account age: **1939 days**
|
| 3572 |
-
- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
|
| 3573 |
-
- public orgs: none visible
|
| 3574 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 3575 |
-
- heuristic read: **high open PR share; targets high-star repos**
|
| 3576 |
-
|
| 3577 |
-
Example artifacts:
|
| 3578 |
-
- [PR #44129: Refactor SpeechT5 output tracing to standardized output capture](https://github.com/huggingface/transformers/pull/44129) — open
|
| 3579 |
-
- [PR #44089: Refactor t5 output tracing](https://github.com/huggingface/transformers/pull/44089) — closed
|
| 3580 |
-
- [PR #44010: [SqueezeBert] Migrate to standardized output collection decorators](https://github.com/huggingface/transformers/pull/44010) — open
|
| 3581 |
-
|
| 3582 |
### `thisisiron`
|
| 3583 |
|
| 3584 |
- profile: [github.com/thisisiron](https://github.com/thisisiron)
|
|
@@ -7907,7 +7883,7 @@ Example artifacts:
|
|
| 7907 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atianhaocui)
|
| 7908 |
- repo first seen: `2026-04-19T10:27:36Z`
|
| 7909 |
- repo last seen: `2026-04-19T10:27:36Z`
|
| 7910 |
-
- first seen in snapshot: **
|
| 7911 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 7912 |
- repo primary artifacts: **1**
|
| 7913 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260419T120535Z`
|
| 4 |
+
- Generated: `2026-04-19T12:05:49Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `360`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
|
|
| 61 |
| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
|
| 62 |
| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 63 |
| `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
|
| 64 |
+
| `Jah-yee` | [profile](https://github.com/Jah-yee) | no | FIRST_TIME_CONTRIBUTOR | 736d | `2026-04-16T00:55:40Z` | 4 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 65 |
| `manavshrivastavagit` | [profile](https://github.com/manavshrivastavagit) | no | NONE | 4699d | `2026-02-24T20:35:18Z` | 4 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 66 |
| `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 67d | `2026-02-18T23:07:23Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos |
|
| 67 |
| `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | 2913d | `2026-04-09T09:34:42Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
|
|
|
| 70 |
| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 3 | 2 | weak | low | low | targets high-star repos |
|
| 71 |
| `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 3 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
|
| 72 |
| `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 |
|
|
|
|
| 73 |
| `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 508d | `2026-03-22T17:27:20Z` | 3 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
|
| 74 |
| `jayakumarpujar` | [profile](https://github.com/jayakumarpujar) | no | NONE | 2663d | `2026-03-01T01:47:44Z` | 3 | 0 | mixed | low | low | — |
|
| 75 |
| `jnMetaCode` | [profile](https://github.com/jnMetaCode) | no | CONTRIBUTOR | 4011d | `2026-03-08T09:21:22Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; targets high-star repos |
|
|
|
|
| 147 |
| `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2804d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — |
|
| 148 |
| `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5827d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos |
|
| 149 |
| `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 |
|
|
|
|
| 150 |
| `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 |
|
| 151 |
| `ethanknights` | [profile](https://github.com/ethanknights) | no | CONTRIBUTOR | 3057d | `2025-06-27T22:12:42Z` | 2 | 0 | strong | low | low | targets high-star repos |
|
| 152 |
| `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 |
|
|
|
|
| 350 |
| `stargazerwh` | [profile](https://github.com/stargazerwh) | no | NONE | 2935d | `2026-02-21T14:34:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 351 |
| `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 79d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
|
| 352 |
| `tejasae-afk` | [profile](https://github.com/tejasae-afk) | no | NONE | 408d | `2026-03-13T21:22:07Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
|
| 353 |
+
| `tianhaocui` | [profile](https://github.com/tianhaocui) | no | FIRST_TIME_CONTRIBUTOR | 2442d | `2026-04-19T10:27:36Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
|
| 354 |
| `TinderZ` | [profile](https://github.com/TinderZ) | no | CONTRIBUTOR | 750d | `2026-02-19T02:35:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 355 |
| `VanshikaSohal` | [profile](https://github.com/VanshikaSohal) | no | CONTRIBUTOR | 564d | `2026-03-22T18:45:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 356 |
| `vimal-crypto` | [profile](https://github.com/vimal-crypto) | no | FIRST_TIME_CONTRIBUTOR | 981d | `2026-03-11T12:37:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 1614 |
- [PR #45021: chore: update anti-slop.yml](https://github.com/huggingface/transformers/pull/45021) — closed
|
| 1615 |
- [PR #44813: chore: update pr-repo-consistency-bot.yml](https://github.com/huggingface/transformers/pull/44813) — closed
|
| 1616 |
|
| 1617 |
+
### `Jah-yee`
|
| 1618 |
+
|
| 1619 |
+
- profile: [github.com/Jah-yee](https://github.com/Jah-yee)
|
| 1620 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJah-yee)
|
| 1621 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJah-yee)
|
| 1622 |
+
- repo first seen: `2026-04-16T00:55:40Z`
|
| 1623 |
+
- repo last seen: `2026-04-19T11:59:23Z`
|
| 1624 |
+
- first seen in snapshot: **no**
|
| 1625 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 1626 |
+
- repo primary artifacts: **4**
|
| 1627 |
+
- snapshot authored PRs/issues: **4 PRs / 0 issues**
|
| 1628 |
+
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 1629 |
+
- account age: **736 days**
|
| 1630 |
+
- recent public PR activity: **836 PRs** (85 merged / 334 closed-unmerged / 417 open; merged rate **10%**, closed-unmerged rate **40%**, open rate **50%**)
|
| 1631 |
+
- public orgs: `hackclub`, `Spark-Lab-Global`, `Info-Tech-org`, `effectorHQ`
|
| 1632 |
+
- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
|
| 1633 |
+
- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
|
| 1634 |
+
|
| 1635 |
+
Example artifacts:
|
| 1636 |
+
- [PR #45515: Fix CUDA availability check in get_device_properties()](https://github.com/huggingface/transformers/pull/45515) — open
|
| 1637 |
+
- [PR #45509: Fix get_device_properties crash when CUDA is installed but no GPU](https://github.com/huggingface/transformers/pull/45509) — open
|
| 1638 |
+
- [PR #45467: Fix MPS SDPA output shape when value head dim differs from query head dim](https://github.com/huggingface/transformers/pull/45467) — closed
|
| 1639 |
+
|
| 1640 |
### `manavshrivastavagit`
|
| 1641 |
|
| 1642 |
- profile: [github.com/manavshrivastavagit](https://github.com/manavshrivastavagit)
|
|
|
|
| 1824 |
- [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
|
| 1825 |
- [PR #45135: Fix model saving corruption for dynamically untied embeddings](https://github.com/huggingface/transformers/pull/45135) — closed
|
| 1826 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1827 |
### `javierdejesusda`
|
| 1828 |
|
| 1829 |
- profile: [github.com/javierdejesusda](https://github.com/javierdejesusda)
|
|
|
|
| 3555 |
- [PR #43544: Fix typos in add_new_model_like docstrings](https://github.com/huggingface/transformers/pull/43544) — closed, merged
|
| 3556 |
- [PR #43050: Fix safe _file_ access in CLIP lazy module](https://github.com/huggingface/transformers/pull/43050) — closed
|
| 3557 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3558 |
### `thisisiron`
|
| 3559 |
|
| 3560 |
- profile: [github.com/thisisiron](https://github.com/thisisiron)
|
|
|
|
| 7883 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atianhaocui)
|
| 7884 |
- repo first seen: `2026-04-19T10:27:36Z`
|
| 7885 |
- repo last seen: `2026-04-19T10:27:36Z`
|
| 7886 |
+
- first seen in snapshot: **no**
|
| 7887 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 7888 |
- repo primary artifacts: **1**
|
| 7889 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
new_contributors.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a2544d941bf27dc1362e36aa90e7371ab06017d40494a5196401d9d2888a709b
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| 3 |
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size 64001
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pr_diffs.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
-
oid sha256:
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| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:fafee71765d50713b2aaf5c19042bccaa4553730f5c6ee65573b8ae0caebe93c
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| 3 |
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size 21764752
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pr_files.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
-
oid sha256:
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| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0237e33ed901879f568a144d7f99bc5aea4ef37e7441f7a28668738abef3235a
|
| 3 |
+
size 37638983
|
pull_requests.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:78cc7e083fff63923b1a4b63ae24cb7981cf9eb149c0a2b389129e219cd48c76
|
| 3 |
+
size 1508068
|
snapshots/20260419T120535Z/manifest.json
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifacts": {
|
| 3 |
+
"new_contributors_json": "new-contributors-report.json",
|
| 4 |
+
"new_contributors_markdown": "new-contributors-report.md",
|
| 5 |
+
"new_contributors_parquet": "new_contributors.parquet"
|
| 6 |
+
},
|
| 7 |
+
"counts": {
|
| 8 |
+
"comments": 8387,
|
| 9 |
+
"issues": 621,
|
| 10 |
+
"links": 2563,
|
| 11 |
+
"new_contributors": 360,
|
| 12 |
+
"pr_diffs": 1874,
|
| 13 |
+
"pr_files": 26230,
|
| 14 |
+
"pull_requests": 1874,
|
| 15 |
+
"review_comments": 12027,
|
| 16 |
+
"reviews": 6909,
|
| 17 |
+
"timeline_events": 37658
|
| 18 |
+
},
|
| 19 |
+
"crawl_started_at": "2026-04-19T12:05:35Z",
|
| 20 |
+
"delta_counts": {
|
| 21 |
+
"comments": 0,
|
| 22 |
+
"issue_stubs": 1,
|
| 23 |
+
"issues": 0,
|
| 24 |
+
"links": 451,
|
| 25 |
+
"pr_diffs": 1,
|
| 26 |
+
"pr_files": 1,
|
| 27 |
+
"pull_requests": 1,
|
| 28 |
+
"review_comments": 0,
|
| 29 |
+
"reviews": 0,
|
| 30 |
+
"timeline_events": 1
|
| 31 |
+
},
|
| 32 |
+
"extracted_at": "2026-04-19T12:05:35Z",
|
| 33 |
+
"repo": "huggingface/transformers",
|
| 34 |
+
"snapshot_id": "20260419T120535Z",
|
| 35 |
+
"watermark": {
|
| 36 |
+
"effective_since": "2026-04-19T11:05:34Z",
|
| 37 |
+
"next_since": "2026-04-19T12:05:35Z"
|
| 38 |
+
}
|
| 39 |
+
}
|
snapshots/latest.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
-
"archived_manifest_path": "snapshots/
|
| 3 |
-
"latest_snapshot_id": "
|
| 4 |
"manifest_path": "manifest.json",
|
| 5 |
-
"next_since": "2026-04-
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
-
"snapshot_dir": "snapshots/
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"archived_manifest_path": "snapshots/20260419T120535Z/manifest.json",
|
| 3 |
+
"latest_snapshot_id": "20260419T120535Z",
|
| 4 |
"manifest_path": "manifest.json",
|
| 5 |
+
"next_since": "2026-04-19T12:05:35Z",
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
+
"snapshot_dir": "snapshots/20260419T120535Z"
|
| 8 |
}
|
state/watermark.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
-
"effective_since": "2026-04-
|
| 3 |
-
"last_successful_snapshot_id": "
|
| 4 |
-
"next_since": "2026-04-
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
-
"updated_at": "2026-04-
|
| 7 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"effective_since": "2026-04-19T11:05:34Z",
|
| 3 |
+
"last_successful_snapshot_id": "20260419T120535Z",
|
| 4 |
+
"next_since": "2026-04-19T12:05:35Z",
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
+
"updated_at": "2026-04-19T12:05:35Z"
|
| 7 |
}
|