Refresh transformers dataset snapshot 20260712T180021Z
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README.md
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- eval set creation
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Notes:
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- eval set creation
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Notes:
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- latest snapshot: `20260712T180021Z`
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- raw data only; no labels or moderation decisions
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+
{
|
| 8492 |
+
"kind": "issue",
|
| 8493 |
+
"number": 47276,
|
| 8494 |
+
"title": "Misleading synced_gpus warning message in continuous batching",
|
| 8495 |
+
"url": "https://github.com/huggingface/transformers/issues/47276",
|
| 8496 |
+
"state": "open",
|
| 8497 |
+
"merged": null,
|
| 8498 |
+
"draft": null,
|
| 8499 |
+
"created_at": "2026-07-12T12:07:12Z"
|
| 8500 |
+
}
|
| 8501 |
+
]
|
| 8502 |
+
},
|
| 8503 |
+
"fetch_error": null
|
| 8504 |
+
},
|
| 8505 |
{
|
| 8506 |
"author_login": "Sainava",
|
| 8507 |
"name": "Sainava",
|
|
|
|
| 8725 |
},
|
| 8726 |
"fetch_error": null
|
| 8727 |
},
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|
| 8728 |
{
|
| 8729 |
"author_login": "Ace3Z",
|
| 8730 |
"name": "Mahbod",
|
|
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|
| 9076 |
"snapshot_review_count": 0,
|
| 9077 |
"snapshot_review_comment_count": 0,
|
| 9078 |
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 9079 |
+
"new_to_repo": false,
|
| 9080 |
+
"first_seen_in_snapshot": false,
|
| 9081 |
"known_via_prior_merged_pr": false,
|
| 9082 |
+
"report_reason": null,
|
| 9083 |
+
"enrichment_source": "previous_report",
|
| 9084 |
+
"live_refetch_skipped": true,
|
| 9085 |
"account_age_days": 213,
|
| 9086 |
"young_account": true,
|
| 9087 |
"follow_through_score": "weak",
|
|
|
|
| 10671 |
"state": "closed",
|
| 10672 |
"merged": false,
|
| 10673 |
"draft": false,
|
| 10674 |
+
"created_at": "2026-05-14T03:52:29Z"
|
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|
|
|
|
|
| 10675 |
}
|
| 10676 |
],
|
| 10677 |
"issues": []
|
|
|
|
| 11897 |
},
|
| 11898 |
"fetch_error": null
|
| 11899 |
},
|
|
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|
|
|
|
| 11900 |
{
|
| 11901 |
"author_login": "khushali9",
|
| 11902 |
"name": "Khushali Desai",
|
|
|
|
| 11977 |
},
|
| 11978 |
"fetch_error": null
|
| 11979 |
},
|
|
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|
|
|
|
|
|
| 11980 |
{
|
| 11981 |
"author_login": "bhargav-patel-29",
|
| 11982 |
"name": "Bhargav Patel",
|
|
|
|
| 12362 |
},
|
| 12363 |
"fetch_error": null
|
| 12364 |
},
|
|
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|
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|
|
|
|
| 12365 |
{
|
| 12366 |
"author_login": "oliverholworthy",
|
| 12367 |
"name": "Oliver Holworthy",
|
|
|
|
| 13446 |
"snapshot_review_count": 0,
|
| 13447 |
"snapshot_review_comment_count": 0,
|
| 13448 |
"repo_association": "CONTRIBUTOR",
|
| 13449 |
+
"new_to_repo": false,
|
| 13450 |
+
"first_seen_in_snapshot": false,
|
| 13451 |
"known_via_prior_merged_pr": false,
|
| 13452 |
+
"report_reason": null,
|
| 13453 |
+
"enrichment_source": "previous_report",
|
| 13454 |
+
"live_refetch_skipped": true,
|
| 13455 |
"account_age_days": 4434,
|
| 13456 |
"young_account": false,
|
| 13457 |
"follow_through_score": "strong",
|
|
|
|
| 20655 |
},
|
| 20656 |
"fetch_error": null
|
| 20657 |
},
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
| 20658 |
{
|
| 20659 |
"author_login": "LiangSu8899",
|
| 20660 |
"name": "Liang Su",
|
|
|
|
| 24269 |
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asubin9",
|
| 24270 |
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asubin9",
|
| 24271 |
"repo_first_seen_at": "2026-07-02T05:11:17Z",
|
| 24272 |
+
"repo_last_seen_at": "2026-07-12T16:56:06Z",
|
| 24273 |
"repo_primary_artifact_count": 1,
|
| 24274 |
+
"repo_artifact_count": 10,
|
| 24275 |
"snapshot_issue_count": 0,
|
| 24276 |
"snapshot_pr_count": 1,
|
| 24277 |
+
"snapshot_comment_count": 9,
|
| 24278 |
"snapshot_review_count": 0,
|
| 24279 |
"snapshot_review_comment_count": 0,
|
| 24280 |
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
new-contributors-report.md
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
-
- Snapshot: `
|
| 4 |
-
- Generated: `2026-07-
|
| 5 |
- Activity window: `60d`
|
| 6 |
-
- Contributors: `
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
@@ -81,6 +81,7 @@
|
|
| 81 |
| `ldkhang1201` | [profile](https://github.com/ldkhang1201) | no | CONTRIBUTOR | 1377d | `2026-06-12T19:30:35Z` | 3 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 82 |
| `MutugiD` | [profile](https://github.com/MutugiD) | no | FIRST_TIME_CONTRIBUTOR | 2310d | `2026-07-04T00:14:46Z` | 3 | 1 | strong | moderate | low | high recent PR volume |
|
| 83 |
| `pcuenca` | [profile](https://github.com/pcuenca) | no | MEMBER | 5316d | `2024-04-23T13:23:10Z` | 3 | 1 | mixed | high | low | high recent PR volume; broad repo spread |
|
|
|
|
| 84 |
| `ammmanism` | [profile](https://github.com/ammmanism) | no | FIRST_TIME_CONTRIBUTOR | 1620d | `2026-07-09T14:36:07Z` | 3 | 0 | mixed | moderate | low | — |
|
| 85 |
| `boringcrypto` | [profile](https://github.com/boringcrypto) | no | CONTRIBUTOR | 5420d | `2026-06-23T10:53:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 86 |
| `Chao1Han` | [profile](https://github.com/Chao1Han) | no | FIRST_TIME_CONTRIBUTOR | 1422d | `2026-05-14T09:13:18Z` | 3 | 0 | mixed | moderate | low | high open PR share |
|
|
@@ -108,16 +109,16 @@
|
|
| 108 |
| `ishan-1010` | [profile](https://github.com/ishan-1010) | no | CONTRIBUTOR | 1588d | `2026-06-01T06:07:21Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 109 |
| `Bluear7878` | [profile](https://github.com/Bluear7878) | no | CONTRIBUTOR | 461d | `2026-05-29T04:39:19Z` | 2 | 1 | mixed | low | low | — |
|
| 110 |
| `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 2 | 1 | mixed | moderate | low | no visible non-self stars |
|
|
|
|
| 111 |
| `Sainava` | [profile](https://github.com/Sainava) | no | CONTRIBUTOR | 865d | `2026-06-09T09:43:45Z` | 2 | 1 | mixed | moderate | low | — |
|
| 112 |
| `VIUK-XV` | [profile](https://github.com/VIUK-XV) | no | FIRST_TIME_CONTRIBUTOR | 386d | `2026-07-04T12:21:47Z` | 2 | 1 | weak | moderate | low | high open PR share |
|
| 113 |
| `Abhijeet1815` | [profile](https://github.com/Abhijeet1815) | no | FIRST_TIME_CONTRIBUTOR | 611d | `2026-06-16T19:12:22Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 114 |
-
| `abhishekkapoorx` | [profile](https://github.com/abhishekkapoorx) | no | CONTRIBUTOR | 1898d | `2026-07-04T09:19:12Z` | 2 | 0 | strong | low | low | — |
|
| 115 |
| `Ace3Z` | [profile](https://github.com/Ace3Z) | no | CONTRIBUTOR | 2598d | `2026-05-24T21:47:03Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 116 |
| `Achyuthan-S` | [profile](https://github.com/Achyuthan-S) | no | NONE | 1368d | `2026-06-06T07:20:32Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 117 |
| `aoright` | [profile](https://github.com/aoright) | no | NONE | 1548d | `2026-06-30T04:02:20Z` | 2 | 0 | weak | high | medium | broad repo spread; high open PR share; targets high-star repos |
|
| 118 |
| `ArjunSrivastava1` | [profile](https://github.com/ArjunSrivastava1) | no | CONTRIBUTOR | 430d | `2026-05-07T18:36:08Z` | 2 | 0 | weak | moderate | low | high open PR share |
|
| 119 |
| `avihu111` | [profile](https://github.com/avihu111) | no | CONTRIBUTOR | 2928d | `2026-04-29T11:45:47Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 120 |
-
| `bglglzd` | [profile](https://github.com/bglglzd) |
|
| 121 |
| `Bhavana998` | [profile](https://github.com/Bhavana998) | no | FIRST_TIME_CONTRIBUTOR | 447d | `2026-06-05T15:57:49Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 122 |
| `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
|
| 123 |
| `catwell` | [profile](https://github.com/catwell) | no | FIRST_TIME_CONTRIBUTOR | 5907d | `2026-05-14T17:00:06Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
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| 141 |
| `mulkymalikuldhrs` | [profile](https://github.com/mulkymalikuldhrs) | no | NONE | 416d | `2026-06-10T22:54:43Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
|
| 142 |
| `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 |
|
| 143 |
| `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 |
|
| 144 |
-
| `Partha-Shankar` | [profile](https://github.com/Partha-Shankar) | no | FIRST_TIME_CONTRIBUTOR | 947d | `2026-07-08T05:54:35Z` | 2 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
|
| 145 |
| `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 |
|
| 146 |
| `primordialomegazero` | [profile](https://github.com/primordialomegazero) | no | FIRST_TIME_CONTRIBUTOR | 98d | `2026-06-18T22:40:42Z` | 2 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
|
| 147 |
| `punyamodi` | [profile](https://github.com/punyamodi) | no | CONTRIBUTOR | 2156d | `2026-06-12T08:32:21Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
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@@ -158,15 +158,12 @@
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| `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 159 |
| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3900d | `2026-01-21T06:14:39Z` | 5 | 4 | weak | low | low | high open PR share; targets high-star repos |
|
| 160 |
| `sirzechs66` | [profile](https://github.com/sirzechs66) | no | CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 161 |
-
| `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 |
|
| 162 |
| `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4292d | `2025-11-26T16:41:09Z` | 4 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 163 |
-
| `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 4 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 164 |
| `bhargav-patel-29` | [profile](https://github.com/bhargav-patel-29) | no | FIRST_TIME_CONTRIBUTOR | 267d | `2026-02-05T02:43:45Z` | 3 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 165 |
| `fyhon` | [profile](https://github.com/fyhon) | no | FIRST_TIME_CONTRIBUTOR | 1467d | `2026-05-06T09:12:14Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 166 |
| `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 167 |
| `orbisai0security` | [profile](https://github.com/orbisai0security) | no | NONE | 242d | `2026-03-30T15:02:06Z` | 3 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share |
|
| 168 |
| `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 169 |
-
| `nurpax` | [profile](https://github.com/nurpax) | no | CONTRIBUTOR | 5805d | `2026-04-24T14:04:02Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
|
| 170 |
| `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
|
| 171 |
| `Wauplin` | [profile](https://github.com/Wauplin) | no | MEMBER | 4075d | `2025-12-02T12:54:40Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
|
| 172 |
| `adil-a` | [profile](https://github.com/adil-a) | no | CONTRIBUTOR | 2704d | `2026-02-26T17:57:16Z` | 2 | 0 | mixed | moderate | low | high recent PR volume |
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@@ -182,7 +179,7 @@
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| 182 |
| `WilliamRoyNelson` | [profile](https://github.com/WilliamRoyNelson) | no | FIRST_TIME_CONTRIBUTOR | 4404d | `2026-02-03T01:06:06Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 183 |
| `zRzRzRzRzRzRzR` | [profile](https://github.com/zRzRzRzRzRzRzR) | no | CONTRIBUTOR | 1671d | `2026-01-21T13:37:27Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
|
| 184 |
| `andreasgoulas` | [profile](https://github.com/andreasgoulas) | no | CONTRIBUTOR | 5178d | `2026-06-15T09:54:17Z` | 1 | 3 | weak | low | low | high open PR share; targets high-star repos |
|
| 185 |
-
| `AliOsm` | [profile](https://github.com/AliOsm) |
|
| 186 |
| `ir2718` | [profile](https://github.com/ir2718) | no | CONTRIBUTOR | 1648d | `2026-05-21T13:18:46Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
|
| 187 |
| `janbernloehr` | [profile](https://github.com/janbernloehr) | no | FIRST_TIME_CONTRIBUTOR | 5413d | `2026-03-10T09:22:21Z` | 1 | 2 | strong | moderate | low | targets high-star repos |
|
| 188 |
| `pasta-paul` | [profile](https://github.com/pasta-paul) | no | FIRST_TIME_CONTRIBUTOR | 932d | `2026-05-20T20:41:45Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
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@@ -302,7 +299,6 @@
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| 302 |
| `Lemniscate-world` | [profile](https://github.com/Lemniscate-world) | no | NONE | 1024d | `2026-06-09T11:39:04Z` | 1 | 0 | mixed | moderate | low | — |
|
| 303 |
| `LevelVoid` | [profile](https://github.com/LevelVoid) | no | FIRST_TIME_CONTRIBUTOR | 983d | `2026-07-09T15:16:26Z` | 1 | 0 | strong | moderate | low | — |
|
| 304 |
| `lewtun` | [profile](https://github.com/lewtun) | no | MEMBER | 3372d | `2024-10-18T08:50:17Z` | 1 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
|
| 305 |
-
| `lianakoleva` | [profile](https://github.com/lianakoleva) | no | NONE | 2780d | `2026-05-13T17:04:37Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
|
| 306 |
| `LiangSu8899` | [profile](https://github.com/LiangSu8899) | no | FIRST_TIME_CONTRIBUTOR | 3682d | `2026-07-01T10:41:28Z` | 1 | 0 | mixed | low | low | high recent PR volume |
|
| 307 |
| `lovelaceyrae11` | [profile](https://github.com/lovelaceyrae11) | no | FIRST_TIMER | 338d | `2026-07-10T09:06:47Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 308 |
| `ltd0924` | [profile](https://github.com/ltd0924) | no | FIRST_TIME_CONTRIBUTOR | 3177d | `2026-06-11T11:21:38Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
|
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@@ -1631,12 +1627,12 @@ Example artifacts:
|
|
| 1631 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AleaderofARS)
|
| 1632 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AleaderofARS)
|
| 1633 |
- repo first seen: `2025-12-04T12:38:46Z`
|
| 1634 |
-
- repo last seen: `2026-07-
|
| 1635 |
- first seen in snapshot: **no**
|
| 1636 |
- repo association: **CONTRIBUTOR**
|
| 1637 |
- repo primary artifacts: **6**
|
| 1638 |
- snapshot authored PRs/issues: **6 PRs / 0 issues**
|
| 1639 |
-
- snapshot discussion activity: **
|
| 1640 |
- account age: **660 days**
|
| 1641 |
- recent public PR activity: **19 PRs** (18 merged / 0 closed-unmerged / 1 open; merged rate **95%**, closed-unmerged rate **0%**, open rate **5%**)
|
| 1642 |
- public orgs: none visible
|
|
@@ -2091,18 +2087,41 @@ Example artifacts:
|
|
| 2091 |
- [PR #46255: Rename liger_kernels -> liger-kernels](https://github.com/huggingface/transformers/pull/46255) — closed
|
| 2092 |
- [Issue #30430: Remove `mps` workaround for `isin()`](https://github.com/huggingface/transformers/issues/30430) — closed
|
| 2093 |
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| 2094 |
### `ammmanism`
|
| 2095 |
|
| 2096 |
- profile: [github.com/ammmanism](https://github.com/ammmanism)
|
| 2097 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aammmanism)
|
| 2098 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aammmanism)
|
| 2099 |
- repo first seen: `2026-07-09T14:36:07Z`
|
| 2100 |
-
- repo last seen: `2026-07-
|
| 2101 |
- first seen in snapshot: **no**
|
| 2102 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2103 |
- repo primary artifacts: **3**
|
| 2104 |
- snapshot authored PRs/issues: **3 PRs / 0 issues**
|
| 2105 |
-
- snapshot discussion activity: **
|
| 2106 |
- account age: **1620 days**
|
| 2107 |
- recent public PR activity: **18 PRs** (10 merged / 4 closed-unmerged / 4 open; merged rate **56%**, closed-unmerged rate **22%**, open rate **22%**)
|
| 2108 |
- public orgs: none visible
|
|
@@ -2724,6 +2743,29 @@ Example artifacts:
|
|
| 2724 |
- [PR #46136: Fix is_last off-by-one in MaskGenerationPipeline for partial batches](https://github.com/huggingface/transformers/pull/46136) — closed, merged
|
| 2725 |
- [Issue #46123: MaskGenerationPipeline: is_last never True on final partial batch, silently dropping results](https://github.com/huggingface/transformers/issues/46123) — closed
|
| 2726 |
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|
| 2727 |
### `Sainava`
|
| 2728 |
|
| 2729 |
- profile: [github.com/Sainava](https://github.com/Sainava)
|
|
@@ -2792,28 +2834,6 @@ Example artifacts:
|
|
| 2792 |
- [PR #46730: Fix hardcoded torch.float64 crashing on MPS (#46723)](https://github.com/huggingface/transformers/pull/46730) — open
|
| 2793 |
- [PR #46709: Fix #40032: Add padding strategy to DataCollatorForLanguageModeling](https://github.com/huggingface/transformers/pull/46709) — closed
|
| 2794 |
|
| 2795 |
-
### `abhishekkapoorx`
|
| 2796 |
-
|
| 2797 |
-
- profile: [github.com/abhishekkapoorx](https://github.com/abhishekkapoorx)
|
| 2798 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aabhishekkapoorx)
|
| 2799 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aabhishekkapoorx)
|
| 2800 |
-
- repo first seen: `2026-07-04T09:19:12Z`
|
| 2801 |
-
- repo last seen: `2026-07-12T07:43:41Z`
|
| 2802 |
-
- first seen in snapshot: **no**
|
| 2803 |
-
- repo association: **CONTRIBUTOR**
|
| 2804 |
-
- repo primary artifacts: **2**
|
| 2805 |
-
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 2806 |
-
- snapshot discussion activity: **3 comments / 1 reviews / 1 review comments**
|
| 2807 |
-
- account age: **1898 days**
|
| 2808 |
-
- recent public PR activity: **4 PRs** (3 merged / 0 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
|
| 2809 |
-
- public orgs: none visible
|
| 2810 |
-
- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
|
| 2811 |
-
- heuristic read: **—**
|
| 2812 |
-
|
| 2813 |
-
Example artifacts:
|
| 2814 |
-
- [PR #47219: fix: resolve integration test failures by migrating COCO image loading to HF Hub fixtures](https://github.com/huggingface/transformers/pull/47219) — closed
|
| 2815 |
-
- [PR #47062: docs-fix: IMDb dataset link in sequence classification guide](https://github.com/huggingface/transformers/pull/47062) — closed, merged
|
| 2816 |
-
|
| 2817 |
### `Ace3Z`
|
| 2818 |
|
| 2819 |
- profile: [github.com/Ace3Z](https://github.com/Ace3Z)
|
|
@@ -2931,7 +2951,7 @@ Example artifacts:
|
|
| 2931 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abglglzd)
|
| 2932 |
- repo first seen: `2026-07-12T08:39:28Z`
|
| 2933 |
- repo last seen: `2026-07-12T08:40:09Z`
|
| 2934 |
-
- first seen in snapshot: **
|
| 2935 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2936 |
- repo primary artifacts: **2**
|
| 2937 |
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
|
@@ -3453,28 +3473,6 @@ Example artifacts:
|
|
| 3453 |
- [PR #46233: tests: fix duplicated "for" in test_video_utils FIXME comment](https://github.com/huggingface/transformers/pull/46233) — closed
|
| 3454 |
- [PR #45954: tests: fix duplicated "for" in test_video_utils FIXME comment](https://github.com/huggingface/transformers/pull/45954) — closed
|
| 3455 |
|
| 3456 |
-
### `Partha-Shankar`
|
| 3457 |
-
|
| 3458 |
-
- profile: [github.com/Partha-Shankar](https://github.com/Partha-Shankar)
|
| 3459 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3APartha-Shankar)
|
| 3460 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3APartha-Shankar)
|
| 3461 |
-
- repo first seen: `2026-07-08T05:54:35Z`
|
| 3462 |
-
- repo last seen: `2026-07-08T08:21:55Z`
|
| 3463 |
-
- first seen in snapshot: **no**
|
| 3464 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 3465 |
-
- repo primary artifacts: **2**
|
| 3466 |
-
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 3467 |
-
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 3468 |
-
- account age: **947 days**
|
| 3469 |
-
- recent public PR activity: **6 PRs** (3 merged / 0 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
|
| 3470 |
-
- public orgs: none visible
|
| 3471 |
-
- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
|
| 3472 |
-
- heuristic read: **high open PR share; targets high-star repos**
|
| 3473 |
-
|
| 3474 |
-
Example artifacts:
|
| 3475 |
-
- [PR #47167: chore(qa): fix Windows compatibility for type checker excludes](https://github.com/huggingface/transformers/pull/47167) — open
|
| 3476 |
-
- [PR #47158: [generation] Fix misleading synced_gpus warning in continuous batching](https://github.com/huggingface/transformers/pull/47158) — open
|
| 3477 |
-
|
| 3478 |
### `poojansatani`
|
| 3479 |
|
| 3480 |
- profile: [github.com/poojansatani](https://github.com/poojansatani)
|
|
@@ -3841,32 +3839,6 @@ Example artifacts:
|
|
| 3841 |
- [PR #45506: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757) latest](https://github.com/huggingface/transformers/pull/45506) — closed, merged
|
| 3842 |
- [PR #45500: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757) latest](https://github.com/huggingface/transformers/pull/45500) — closed, draft
|
| 3843 |
|
| 3844 |
-
### `sbucaille`
|
| 3845 |
-
|
| 3846 |
-
- profile: [github.com/sbucaille](https://github.com/sbucaille)
|
| 3847 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asbucaille)
|
| 3848 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asbucaille)
|
| 3849 |
-
- repo first seen: `2025-03-21T09:38:40Z`
|
| 3850 |
-
- repo last seen: `2026-05-15T18:04:26Z`
|
| 3851 |
-
- first seen in snapshot: **no**
|
| 3852 |
-
- repo association: **CONTRIBUTOR**
|
| 3853 |
-
- repo primary artifacts: **8**
|
| 3854 |
-
- snapshot authored PRs/issues: **4 PRs / 4 issues**
|
| 3855 |
-
- snapshot discussion activity: **13 comments / 159 reviews / 160 review comments**
|
| 3856 |
-
- account age: **3451 days**
|
| 3857 |
-
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 3858 |
-
- public orgs: none visible
|
| 3859 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 3860 |
-
- heuristic read: **high open PR share; targets high-star repos**
|
| 3861 |
-
|
| 3862 |
-
Example artifacts:
|
| 3863 |
-
- [PR #45946: RFDetr - use correct Roboflow org for release](https://github.com/huggingface/transformers/pull/45946) — closed, merged
|
| 3864 |
-
- [PR #43527: fix: return labels instead of label in reduce_label method in BeitImageProcessorFast](https://github.com/huggingface/transformers/pull/43527) — closed, merged
|
| 3865 |
-
- [PR #42978: Add ViT NEPA](https://github.com/huggingface/transformers/pull/42978) — open
|
| 3866 |
-
- [Issue #44404: Bring Loss classes back to modeling file and leverage modular](https://github.com/huggingface/transformers/issues/44404) — closed
|
| 3867 |
-
- [Issue #43526: reduce_labels returns only one label instead of the whole array of labels in BeitImageProcessorFast](https://github.com/huggingface/transformers/issues/43526) — closed
|
| 3868 |
-
- [Issue #42977: Add ViT NEPA](https://github.com/huggingface/transformers/issues/42977) — open
|
| 3869 |
-
|
| 3870 |
### `khushali9`
|
| 3871 |
|
| 3872 |
- profile: [github.com/khushali9](https://github.com/khushali9)
|
|
@@ -3890,29 +3862,6 @@ Example artifacts:
|
|
| 3890 |
- [PR #45777: torch.backends.fp32_precision cascade conv/rnn so removing the temp fix](https://github.com/huggingface/transformers/pull/45777) — closed, merged
|
| 3891 |
- [PR #44146: Ensure final evaluation runs with step-based evaluation strategy](https://github.com/huggingface/transformers/pull/44146) — closed, merged
|
| 3892 |
|
| 3893 |
-
### `sergiopaniego`
|
| 3894 |
-
|
| 3895 |
-
- profile: [github.com/sergiopaniego](https://github.com/sergiopaniego)
|
| 3896 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asergiopaniego)
|
| 3897 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asergiopaniego)
|
| 3898 |
-
- repo first seen: `2026-03-19T10:22:40Z`
|
| 3899 |
-
- repo last seen: `2026-05-14T12:45:44Z`
|
| 3900 |
-
- first seen in snapshot: **no**
|
| 3901 |
-
- repo association: **MEMBER**
|
| 3902 |
-
- repo primary artifacts: **4**
|
| 3903 |
-
- snapshot authored PRs/issues: **4 PRs / 0 issues**
|
| 3904 |
-
- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
|
| 3905 |
-
- account age: **3718 days**
|
| 3906 |
-
- recent public PR activity: **28 PRs** (19 merged / 0 closed-unmerged / 9 open; merged rate **68%**, closed-unmerged rate **0%**, open rate **32%**)
|
| 3907 |
-
- public orgs: `JdeRobot`, `TheRoboticsClub`, `huggingface`
|
| 3908 |
-
- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
|
| 3909 |
-
- heuristic read: **high recent PR volume; targets high-star repos**
|
| 3910 |
-
|
| 3911 |
-
Example artifacts:
|
| 3912 |
-
- [PR #45943: fix: restore `_attn_implementation `and fix request offset in `generate_batch()`](https://github.com/huggingface/transformers/pull/45943) — closed, merged
|
| 3913 |
-
- [PR #45625: Add `supports_gradient_checkpointing` to `NemotronHPreTrainedModel`](https://github.com/huggingface/transformers/pull/45625) — closed, merged
|
| 3914 |
-
- [PR #44873: Fix VL model rope_deltas batch size mismatch in online RL training](https://github.com/huggingface/transformers/pull/44873) — closed, merged
|
| 3915 |
-
|
| 3916 |
### `bhargav-patel-29`
|
| 3917 |
|
| 3918 |
- profile: [github.com/bhargav-patel-29](https://github.com/bhargav-patel-29)
|
|
@@ -4028,31 +3977,6 @@ Example artifacts:
|
|
| 4028 |
- [PR #45837: WIP: fix(deepseek_v4) correct CSA per-query block mask and causal top-k guard in eager attention](https://github.com/huggingface/transformers/pull/45837) — closed, draft
|
| 4029 |
- [PR #45747: Fix split batch size](https://github.com/huggingface/transformers/pull/45747) — closed
|
| 4030 |
|
| 4031 |
-
### `nurpax`
|
| 4032 |
-
|
| 4033 |
-
- profile: [github.com/nurpax](https://github.com/nurpax)
|
| 4034 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Anurpax)
|
| 4035 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anurpax)
|
| 4036 |
-
- repo first seen: `2026-04-24T14:04:02Z`
|
| 4037 |
-
- repo last seen: `2026-06-02T13:48:43Z`
|
| 4038 |
-
- first seen in snapshot: **no**
|
| 4039 |
-
- repo association: **CONTRIBUTOR**
|
| 4040 |
-
- repo primary artifacts: **5**
|
| 4041 |
-
- snapshot authored PRs/issues: **2 PRs / 3 issues**
|
| 4042 |
-
- snapshot discussion activity: **11 comments / 1 reviews / 1 review comments**
|
| 4043 |
-
- account age: **5805 days**
|
| 4044 |
-
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 4045 |
-
- public orgs: none visible
|
| 4046 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 4047 |
-
- heuristic read: **high open PR share; targets high-star repos**
|
| 4048 |
-
|
| 4049 |
-
Example artifacts:
|
| 4050 |
-
- [PR #45945: Fix OLMo 3 scaled RoPE handling for sliding attention](https://github.com/huggingface/transformers/pull/45945) — closed
|
| 4051 |
-
- [PR #45686: Fix custom-module copies inheriting read-only permissions](https://github.com/huggingface/transformers/pull/45686) — closed, merged
|
| 4052 |
-
- [Issue #45698: from_pretrained loads wrong custom module after save_pretrained](https://github.com/huggingface/transformers/issues/45698) — closed
|
| 4053 |
-
- [Issue #45684: save_pretrained` (with `register_for_auto_class`) propagates read-only permissions from custom-model source files](https://github.com/huggingface/transformers/issues/45684) — closed
|
| 4054 |
-
- [Issue #45632: `trust_remote_code` cache path collides for local models sharing a leaf directory name](https://github.com/huggingface/transformers/issues/45632) — closed
|
| 4055 |
-
|
| 4056 |
### `oliverholworthy`
|
| 4057 |
|
| 4058 |
- profile: [github.com/oliverholworthy](https://github.com/oliverholworthy)
|
|
@@ -4395,7 +4319,7 @@ Example artifacts:
|
|
| 4395 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAliOsm)
|
| 4396 |
- repo first seen: `2026-07-12T08:43:51Z`
|
| 4397 |
- repo last seen: `2026-07-12T10:43:10Z`
|
| 4398 |
-
- first seen in snapshot: **
|
| 4399 |
- repo association: **CONTRIBUTOR**
|
| 4400 |
- repo primary artifacts: **3**
|
| 4401 |
- snapshot authored PRs/issues: **1 PRs / 2 issues**
|
|
@@ -6939,27 +6863,6 @@ Example artifacts:
|
|
| 6939 |
Example artifacts:
|
| 6940 |
- [PR #46935: Fix `TrackioCallback` fails to log evaluation metrics after training ends](https://github.com/huggingface/transformers/pull/46935) — open
|
| 6941 |
|
| 6942 |
-
### `lianakoleva`
|
| 6943 |
-
|
| 6944 |
-
- profile: [github.com/lianakoleva](https://github.com/lianakoleva)
|
| 6945 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alianakoleva)
|
| 6946 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alianakoleva)
|
| 6947 |
-
- repo first seen: `2026-05-13T17:04:37Z`
|
| 6948 |
-
- repo last seen: `2026-05-13T17:04:37Z`
|
| 6949 |
-
- first seen in snapshot: **no**
|
| 6950 |
-
- repo association: **NONE**
|
| 6951 |
-
- repo primary artifacts: **1**
|
| 6952 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 6953 |
-
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 6954 |
-
- account age: **2780 days**
|
| 6955 |
-
- recent public PR activity: **4 PRs** (1 merged / 0 closed-unmerged / 3 open; merged rate **25%**, closed-unmerged rate **0%**, open rate **75%**)
|
| 6956 |
-
- public orgs: none visible
|
| 6957 |
-
- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
|
| 6958 |
-
- heuristic read: **high open PR share; no visible non-self stars**
|
| 6959 |
-
|
| 6960 |
-
Example artifacts:
|
| 6961 |
-
- [PR #45948: fix feature extractor error messages to mention processor_config.json](https://github.com/huggingface/transformers/pull/45948) — closed
|
| 6962 |
-
|
| 6963 |
### `LiangSu8899`
|
| 6964 |
|
| 6965 |
- profile: [github.com/LiangSu8899](https://github.com/LiangSu8899)
|
|
@@ -8289,12 +8192,12 @@ Example artifacts:
|
|
| 8289 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asubin9)
|
| 8290 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asubin9)
|
| 8291 |
- repo first seen: `2026-07-02T05:11:17Z`
|
| 8292 |
-
- repo last seen: `2026-07-
|
| 8293 |
- first seen in snapshot: **no**
|
| 8294 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 8295 |
- repo primary artifacts: **1**
|
| 8296 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 8297 |
-
- snapshot discussion activity: **
|
| 8298 |
- account age: **1577 days**
|
| 8299 |
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 8300 |
- public orgs: none visible
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260712T180021Z`
|
| 4 |
+
- Generated: `2026-07-12T18:00:56Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `367`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
|
|
| 81 |
| `ldkhang1201` | [profile](https://github.com/ldkhang1201) | no | CONTRIBUTOR | 1377d | `2026-06-12T19:30:35Z` | 3 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 82 |
| `MutugiD` | [profile](https://github.com/MutugiD) | no | FIRST_TIME_CONTRIBUTOR | 2310d | `2026-07-04T00:14:46Z` | 3 | 1 | strong | moderate | low | high recent PR volume |
|
| 83 |
| `pcuenca` | [profile](https://github.com/pcuenca) | no | MEMBER | 5316d | `2024-04-23T13:23:10Z` | 3 | 1 | mixed | high | low | high recent PR volume; broad repo spread |
|
| 84 |
+
| `abhishekkapoorx` | [profile](https://github.com/abhishekkapoorx) | no | CONTRIBUTOR | 1898d | `2026-07-04T09:19:12Z` | 3 | 0 | strong | low | low | — |
|
| 85 |
| `ammmanism` | [profile](https://github.com/ammmanism) | no | FIRST_TIME_CONTRIBUTOR | 1620d | `2026-07-09T14:36:07Z` | 3 | 0 | mixed | moderate | low | — |
|
| 86 |
| `boringcrypto` | [profile](https://github.com/boringcrypto) | no | CONTRIBUTOR | 5420d | `2026-06-23T10:53:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 87 |
| `Chao1Han` | [profile](https://github.com/Chao1Han) | no | FIRST_TIME_CONTRIBUTOR | 1422d | `2026-05-14T09:13:18Z` | 3 | 0 | mixed | moderate | low | high open PR share |
|
|
|
|
| 109 |
| `ishan-1010` | [profile](https://github.com/ishan-1010) | no | CONTRIBUTOR | 1588d | `2026-06-01T06:07:21Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 110 |
| `Bluear7878` | [profile](https://github.com/Bluear7878) | no | CONTRIBUTOR | 461d | `2026-05-29T04:39:19Z` | 2 | 1 | mixed | low | low | — |
|
| 111 |
| `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 2 | 1 | mixed | moderate | low | no visible non-self stars |
|
| 112 |
+
| `Partha-Shankar` | [profile](https://github.com/Partha-Shankar) | no | FIRST_TIME_CONTRIBUTOR | 947d | `2026-07-08T05:54:35Z` | 2 | 1 | mixed | moderate | low | high open PR share; targets high-star repos |
|
| 113 |
| `Sainava` | [profile](https://github.com/Sainava) | no | CONTRIBUTOR | 865d | `2026-06-09T09:43:45Z` | 2 | 1 | mixed | moderate | low | — |
|
| 114 |
| `VIUK-XV` | [profile](https://github.com/VIUK-XV) | no | FIRST_TIME_CONTRIBUTOR | 386d | `2026-07-04T12:21:47Z` | 2 | 1 | weak | moderate | low | high open PR share |
|
| 115 |
| `Abhijeet1815` | [profile](https://github.com/Abhijeet1815) | no | FIRST_TIME_CONTRIBUTOR | 611d | `2026-06-16T19:12:22Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
|
|
| 116 |
| `Ace3Z` | [profile](https://github.com/Ace3Z) | no | CONTRIBUTOR | 2598d | `2026-05-24T21:47:03Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 117 |
| `Achyuthan-S` | [profile](https://github.com/Achyuthan-S) | no | NONE | 1368d | `2026-06-06T07:20:32Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 118 |
| `aoright` | [profile](https://github.com/aoright) | no | NONE | 1548d | `2026-06-30T04:02:20Z` | 2 | 0 | weak | high | medium | broad repo spread; high open PR share; targets high-star repos |
|
| 119 |
| `ArjunSrivastava1` | [profile](https://github.com/ArjunSrivastava1) | no | CONTRIBUTOR | 430d | `2026-05-07T18:36:08Z` | 2 | 0 | weak | moderate | low | high open PR share |
|
| 120 |
| `avihu111` | [profile](https://github.com/avihu111) | no | CONTRIBUTOR | 2928d | `2026-04-29T11:45:47Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 121 |
+
| `bglglzd` | [profile](https://github.com/bglglzd) | no | FIRST_TIME_CONTRIBUTOR | 213d | `2026-07-12T08:39:28Z` | 2 | 0 | weak | high | medium | young account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
|
| 122 |
| `Bhavana998` | [profile](https://github.com/Bhavana998) | no | FIRST_TIME_CONTRIBUTOR | 447d | `2026-06-05T15:57:49Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 123 |
| `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
|
| 124 |
| `catwell` | [profile](https://github.com/catwell) | no | FIRST_TIME_CONTRIBUTOR | 5907d | `2026-05-14T17:00:06Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
|
|
| 142 |
| `mulkymalikuldhrs` | [profile](https://github.com/mulkymalikuldhrs) | no | NONE | 416d | `2026-06-10T22:54:43Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
|
| 143 |
| `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 |
|
| 144 |
| `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 |
|
|
|
|
| 145 |
| `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 |
|
| 146 |
| `primordialomegazero` | [profile](https://github.com/primordialomegazero) | no | FIRST_TIME_CONTRIBUTOR | 98d | `2026-06-18T22:40:42Z` | 2 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
|
| 147 |
| `punyamodi` | [profile](https://github.com/punyamodi) | no | CONTRIBUTOR | 2156d | `2026-06-12T08:32:21Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 158 |
| `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 159 |
| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3900d | `2026-01-21T06:14:39Z` | 5 | 4 | weak | low | low | high open PR share; targets high-star repos |
|
| 160 |
| `sirzechs66` | [profile](https://github.com/sirzechs66) | no | CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
|
|
| 161 |
| `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4292d | `2025-11-26T16:41:09Z` | 4 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
|
|
|
| 162 |
| `bhargav-patel-29` | [profile](https://github.com/bhargav-patel-29) | no | FIRST_TIME_CONTRIBUTOR | 267d | `2026-02-05T02:43:45Z` | 3 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 163 |
| `fyhon` | [profile](https://github.com/fyhon) | no | FIRST_TIME_CONTRIBUTOR | 1467d | `2026-05-06T09:12:14Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 164 |
| `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 165 |
| `orbisai0security` | [profile](https://github.com/orbisai0security) | no | NONE | 242d | `2026-03-30T15:02:06Z` | 3 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share |
|
| 166 |
| `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 167 |
| `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
|
| 168 |
| `Wauplin` | [profile](https://github.com/Wauplin) | no | MEMBER | 4075d | `2025-12-02T12:54:40Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
|
| 169 |
| `adil-a` | [profile](https://github.com/adil-a) | no | CONTRIBUTOR | 2704d | `2026-02-26T17:57:16Z` | 2 | 0 | mixed | moderate | low | high recent PR volume |
|
|
|
|
| 179 |
| `WilliamRoyNelson` | [profile](https://github.com/WilliamRoyNelson) | no | FIRST_TIME_CONTRIBUTOR | 4404d | `2026-02-03T01:06:06Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 180 |
| `zRzRzRzRzRzRzR` | [profile](https://github.com/zRzRzRzRzRzRzR) | no | CONTRIBUTOR | 1671d | `2026-01-21T13:37:27Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
|
| 181 |
| `andreasgoulas` | [profile](https://github.com/andreasgoulas) | no | CONTRIBUTOR | 5178d | `2026-06-15T09:54:17Z` | 1 | 3 | weak | low | low | high open PR share; targets high-star repos |
|
| 182 |
+
| `AliOsm` | [profile](https://github.com/AliOsm) | no | CONTRIBUTOR | 4434d | `2026-07-12T08:43:51Z` | 1 | 2 | strong | moderate | low | — |
|
| 183 |
| `ir2718` | [profile](https://github.com/ir2718) | no | CONTRIBUTOR | 1648d | `2026-05-21T13:18:46Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
|
| 184 |
| `janbernloehr` | [profile](https://github.com/janbernloehr) | no | FIRST_TIME_CONTRIBUTOR | 5413d | `2026-03-10T09:22:21Z` | 1 | 2 | strong | moderate | low | targets high-star repos |
|
| 185 |
| `pasta-paul` | [profile](https://github.com/pasta-paul) | no | FIRST_TIME_CONTRIBUTOR | 932d | `2026-05-20T20:41:45Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
|
|
|
|
| 299 |
| `Lemniscate-world` | [profile](https://github.com/Lemniscate-world) | no | NONE | 1024d | `2026-06-09T11:39:04Z` | 1 | 0 | mixed | moderate | low | — |
|
| 300 |
| `LevelVoid` | [profile](https://github.com/LevelVoid) | no | FIRST_TIME_CONTRIBUTOR | 983d | `2026-07-09T15:16:26Z` | 1 | 0 | strong | moderate | low | — |
|
| 301 |
| `lewtun` | [profile](https://github.com/lewtun) | no | MEMBER | 3372d | `2024-10-18T08:50:17Z` | 1 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
|
|
|
|
| 302 |
| `LiangSu8899` | [profile](https://github.com/LiangSu8899) | no | FIRST_TIME_CONTRIBUTOR | 3682d | `2026-07-01T10:41:28Z` | 1 | 0 | mixed | low | low | high recent PR volume |
|
| 303 |
| `lovelaceyrae11` | [profile](https://github.com/lovelaceyrae11) | no | FIRST_TIMER | 338d | `2026-07-10T09:06:47Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 304 |
| `ltd0924` | [profile](https://github.com/ltd0924) | no | FIRST_TIME_CONTRIBUTOR | 3177d | `2026-06-11T11:21:38Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
|
|
|
|
| 1627 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AleaderofARS)
|
| 1628 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AleaderofARS)
|
| 1629 |
- repo first seen: `2025-12-04T12:38:46Z`
|
| 1630 |
+
- repo last seen: `2026-07-12T12:03:02Z`
|
| 1631 |
- first seen in snapshot: **no**
|
| 1632 |
- repo association: **CONTRIBUTOR**
|
| 1633 |
- repo primary artifacts: **6**
|
| 1634 |
- snapshot authored PRs/issues: **6 PRs / 0 issues**
|
| 1635 |
+
- snapshot discussion activity: **7 comments / 4 reviews / 4 review comments**
|
| 1636 |
- account age: **660 days**
|
| 1637 |
- recent public PR activity: **19 PRs** (18 merged / 0 closed-unmerged / 1 open; merged rate **95%**, closed-unmerged rate **0%**, open rate **5%**)
|
| 1638 |
- public orgs: none visible
|
|
|
|
| 2087 |
- [PR #46255: Rename liger_kernels -> liger-kernels](https://github.com/huggingface/transformers/pull/46255) — closed
|
| 2088 |
- [Issue #30430: Remove `mps` workaround for `isin()`](https://github.com/huggingface/transformers/issues/30430) — closed
|
| 2089 |
|
| 2090 |
+
### `abhishekkapoorx`
|
| 2091 |
+
|
| 2092 |
+
- profile: [github.com/abhishekkapoorx](https://github.com/abhishekkapoorx)
|
| 2093 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aabhishekkapoorx)
|
| 2094 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aabhishekkapoorx)
|
| 2095 |
+
- repo first seen: `2026-07-04T09:19:12Z`
|
| 2096 |
+
- repo last seen: `2026-07-12T12:03:33Z`
|
| 2097 |
+
- first seen in snapshot: **no**
|
| 2098 |
+
- repo association: **CONTRIBUTOR**
|
| 2099 |
+
- repo primary artifacts: **3**
|
| 2100 |
+
- snapshot authored PRs/issues: **3 PRs / 0 issues**
|
| 2101 |
+
- snapshot discussion activity: **3 comments / 1 reviews / 1 review comments**
|
| 2102 |
+
- account age: **1898 days**
|
| 2103 |
+
- recent public PR activity: **4 PRs** (3 merged / 0 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
|
| 2104 |
+
- public orgs: none visible
|
| 2105 |
+
- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
|
| 2106 |
+
- heuristic read: **—**
|
| 2107 |
+
|
| 2108 |
+
Example artifacts:
|
| 2109 |
+
- [PR #47275: Add new model `EfficientVit-SAM` to transformers](https://github.com/huggingface/transformers/pull/47275) — open, draft
|
| 2110 |
+
- [PR #47219: fix: resolve integration test failures by migrating COCO image loading to HF Hub fixtures](https://github.com/huggingface/transformers/pull/47219) — closed
|
| 2111 |
+
- [PR #47062: docs-fix: IMDb dataset link in sequence classification guide](https://github.com/huggingface/transformers/pull/47062) — closed, merged
|
| 2112 |
+
|
| 2113 |
### `ammmanism`
|
| 2114 |
|
| 2115 |
- profile: [github.com/ammmanism](https://github.com/ammmanism)
|
| 2116 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aammmanism)
|
| 2117 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aammmanism)
|
| 2118 |
- repo first seen: `2026-07-09T14:36:07Z`
|
| 2119 |
+
- repo last seen: `2026-07-12T12:10:06Z`
|
| 2120 |
- first seen in snapshot: **no**
|
| 2121 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2122 |
- repo primary artifacts: **3**
|
| 2123 |
- snapshot authored PRs/issues: **3 PRs / 0 issues**
|
| 2124 |
+
- snapshot discussion activity: **10 comments / 1 reviews / 0 review comments**
|
| 2125 |
- account age: **1620 days**
|
| 2126 |
- recent public PR activity: **18 PRs** (10 merged / 4 closed-unmerged / 4 open; merged rate **56%**, closed-unmerged rate **22%**, open rate **22%**)
|
| 2127 |
- public orgs: none visible
|
|
|
|
| 2743 |
- [PR #46136: Fix is_last off-by-one in MaskGenerationPipeline for partial batches](https://github.com/huggingface/transformers/pull/46136) — closed, merged
|
| 2744 |
- [Issue #46123: MaskGenerationPipeline: is_last never True on final partial batch, silently dropping results](https://github.com/huggingface/transformers/issues/46123) — closed
|
| 2745 |
|
| 2746 |
+
### `Partha-Shankar`
|
| 2747 |
+
|
| 2748 |
+
- profile: [github.com/Partha-Shankar](https://github.com/Partha-Shankar)
|
| 2749 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3APartha-Shankar)
|
| 2750 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3APartha-Shankar)
|
| 2751 |
+
- repo first seen: `2026-07-08T05:54:35Z`
|
| 2752 |
+
- repo last seen: `2026-07-12T12:07:12Z`
|
| 2753 |
+
- first seen in snapshot: **no**
|
| 2754 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2755 |
+
- repo primary artifacts: **3**
|
| 2756 |
+
- snapshot authored PRs/issues: **2 PRs / 1 issues**
|
| 2757 |
+
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 2758 |
+
- account age: **947 days**
|
| 2759 |
+
- recent public PR activity: **6 PRs** (3 merged / 0 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
|
| 2760 |
+
- public orgs: none visible
|
| 2761 |
+
- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
|
| 2762 |
+
- heuristic read: **high open PR share; targets high-star repos**
|
| 2763 |
+
|
| 2764 |
+
Example artifacts:
|
| 2765 |
+
- [PR #47167: chore(qa): fix Windows compatibility for type checker excludes](https://github.com/huggingface/transformers/pull/47167) — open
|
| 2766 |
+
- [PR #47158: [generation] Fix misleading synced_gpus warning in continuous batching](https://github.com/huggingface/transformers/pull/47158) — open
|
| 2767 |
+
- [Issue #47276: Misleading synced_gpus warning message in continuous batching](https://github.com/huggingface/transformers/issues/47276) — open
|
| 2768 |
+
|
| 2769 |
### `Sainava`
|
| 2770 |
|
| 2771 |
- profile: [github.com/Sainava](https://github.com/Sainava)
|
|
|
|
| 2834 |
- [PR #46730: Fix hardcoded torch.float64 crashing on MPS (#46723)](https://github.com/huggingface/transformers/pull/46730) — open
|
| 2835 |
- [PR #46709: Fix #40032: Add padding strategy to DataCollatorForLanguageModeling](https://github.com/huggingface/transformers/pull/46709) — closed
|
| 2836 |
|
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|
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|
|
|
|
| 2837 |
### `Ace3Z`
|
| 2838 |
|
| 2839 |
- profile: [github.com/Ace3Z](https://github.com/Ace3Z)
|
|
|
|
| 2951 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abglglzd)
|
| 2952 |
- repo first seen: `2026-07-12T08:39:28Z`
|
| 2953 |
- repo last seen: `2026-07-12T08:40:09Z`
|
| 2954 |
+
- first seen in snapshot: **no**
|
| 2955 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2956 |
- repo primary artifacts: **2**
|
| 2957 |
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
|
|
|
| 3473 |
- [PR #46233: tests: fix duplicated "for" in test_video_utils FIXME comment](https://github.com/huggingface/transformers/pull/46233) — closed
|
| 3474 |
- [PR #45954: tests: fix duplicated "for" in test_video_utils FIXME comment](https://github.com/huggingface/transformers/pull/45954) — closed
|
| 3475 |
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
| 3476 |
### `poojansatani`
|
| 3477 |
|
| 3478 |
- profile: [github.com/poojansatani](https://github.com/poojansatani)
|
|
|
|
| 3839 |
- [PR #45506: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757) latest](https://github.com/huggingface/transformers/pull/45506) — closed, merged
|
| 3840 |
- [PR #45500: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757) latest](https://github.com/huggingface/transformers/pull/45500) — closed, draft
|
| 3841 |
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
| 3842 |
### `khushali9`
|
| 3843 |
|
| 3844 |
- profile: [github.com/khushali9](https://github.com/khushali9)
|
|
|
|
| 3862 |
- [PR #45777: torch.backends.fp32_precision cascade conv/rnn so removing the temp fix](https://github.com/huggingface/transformers/pull/45777) — closed, merged
|
| 3863 |
- [PR #44146: Ensure final evaluation runs with step-based evaluation strategy](https://github.com/huggingface/transformers/pull/44146) — closed, merged
|
| 3864 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
| 3865 |
### `bhargav-patel-29`
|
| 3866 |
|
| 3867 |
- profile: [github.com/bhargav-patel-29](https://github.com/bhargav-patel-29)
|
|
|
|
| 3977 |
- [PR #45837: WIP: fix(deepseek_v4) correct CSA per-query block mask and causal top-k guard in eager attention](https://github.com/huggingface/transformers/pull/45837) — closed, draft
|
| 3978 |
- [PR #45747: Fix split batch size](https://github.com/huggingface/transformers/pull/45747) — closed
|
| 3979 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
| 3980 |
### `oliverholworthy`
|
| 3981 |
|
| 3982 |
- profile: [github.com/oliverholworthy](https://github.com/oliverholworthy)
|
|
|
|
| 4319 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAliOsm)
|
| 4320 |
- repo first seen: `2026-07-12T08:43:51Z`
|
| 4321 |
- repo last seen: `2026-07-12T10:43:10Z`
|
| 4322 |
+
- first seen in snapshot: **no**
|
| 4323 |
- repo association: **CONTRIBUTOR**
|
| 4324 |
- repo primary artifacts: **3**
|
| 4325 |
- snapshot authored PRs/issues: **1 PRs / 2 issues**
|
|
|
|
| 6863 |
Example artifacts:
|
| 6864 |
- [PR #46935: Fix `TrackioCallback` fails to log evaluation metrics after training ends](https://github.com/huggingface/transformers/pull/46935) — open
|
| 6865 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6866 |
### `LiangSu8899`
|
| 6867 |
|
| 6868 |
- profile: [github.com/LiangSu8899](https://github.com/LiangSu8899)
|
|
|
|
| 8192 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asubin9)
|
| 8193 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asubin9)
|
| 8194 |
- repo first seen: `2026-07-02T05:11:17Z`
|
| 8195 |
+
- repo last seen: `2026-07-12T16:56:06Z`
|
| 8196 |
- first seen in snapshot: **no**
|
| 8197 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 8198 |
- repo primary artifacts: **1**
|
| 8199 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 8200 |
+
- snapshot discussion activity: **9 comments / 0 reviews / 0 review comments**
|
| 8201 |
- account age: **1577 days**
|
| 8202 |
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 8203 |
- public orgs: none visible
|
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
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| 2 |
+
oid sha256:fe4bc35883faa454060e2d1a3d055858ada2d6bc7d1a75656a5d7b1b73979f87
|
| 3 |
+
size 65861
|
pr-scope-clusters.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
-
"snapshot_id": "
|
| 4 |
-
"generated_at": "2026-07-
|
| 5 |
-
"cluster_count":
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
| 8 |
"cluster_id": "pr-scope-43636-10",
|
|
@@ -1407,7 +1407,7 @@
|
|
| 1407 |
"left_pr_number": 45635,
|
| 1408 |
"right_pr_number": 45996,
|
| 1409 |
"similarity": 0.649,
|
| 1410 |
-
"content_similarity": 0.
|
| 1411 |
"size_similarity": 0.714,
|
| 1412 |
"breadth_similarity": 0.875,
|
| 1413 |
"concentration_similarity": 0.758,
|
|
@@ -1425,7 +1425,7 @@
|
|
| 1425 |
{
|
| 1426 |
"left_pr_number": 44974,
|
| 1427 |
"right_pr_number": 45996,
|
| 1428 |
-
"similarity": 0.
|
| 1429 |
"content_similarity": 0.55,
|
| 1430 |
"size_similarity": 0.422,
|
| 1431 |
"breadth_similarity": 0.9,
|
|
@@ -1446,7 +1446,7 @@
|
|
| 1446 |
"left_pr_number": 45996,
|
| 1447 |
"right_pr_number": 47257,
|
| 1448 |
"similarity": 0.575,
|
| 1449 |
-
"content_similarity": 0.
|
| 1450 |
"size_similarity": 0.419,
|
| 1451 |
"breadth_similarity": 0.583,
|
| 1452 |
"concentration_similarity": 0.972,
|
|
@@ -1464,7 +1464,7 @@
|
|
| 1464 |
{
|
| 1465 |
"left_pr_number": 45635,
|
| 1466 |
"right_pr_number": 47257,
|
| 1467 |
-
"similarity": 0.
|
| 1468 |
"content_similarity": 0.562,
|
| 1469 |
"size_similarity": 0.299,
|
| 1470 |
"breadth_similarity": 0.667,
|
|
@@ -1484,7 +1484,7 @@
|
|
| 1484 |
"left_pr_number": 44974,
|
| 1485 |
"right_pr_number": 47257,
|
| 1486 |
"similarity": 0.505,
|
| 1487 |
-
"content_similarity": 0.
|
| 1488 |
"size_similarity": 0.176,
|
| 1489 |
"breadth_similarity": 0.533,
|
| 1490 |
"concentration_similarity": 0.801,
|
|
@@ -1520,7 +1520,7 @@
|
|
| 1520 |
{
|
| 1521 |
"left_pr_number": 44974,
|
| 1522 |
"right_pr_number": 45421,
|
| 1523 |
-
"similarity": 0.
|
| 1524 |
"content_similarity": 0.3,
|
| 1525 |
"size_similarity": 0.735,
|
| 1526 |
"breadth_similarity": 0.667,
|
|
@@ -1537,7 +1537,7 @@
|
|
| 1537 |
{
|
| 1538 |
"left_pr_number": 44974,
|
| 1539 |
"right_pr_number": 46717,
|
| 1540 |
-
"similarity": 0.
|
| 1541 |
"content_similarity": 0.28,
|
| 1542 |
"size_similarity": 0.572,
|
| 1543 |
"breadth_similarity": 0.9,
|
|
@@ -1556,7 +1556,7 @@
|
|
| 1556 |
{
|
| 1557 |
"left_pr_number": 45996,
|
| 1558 |
"right_pr_number": 46717,
|
| 1559 |
-
"similarity": 0.
|
| 1560 |
"content_similarity": 0.273,
|
| 1561 |
"size_similarity": 0.241,
|
| 1562 |
"breadth_similarity": 1.0,
|
|
@@ -1576,7 +1576,7 @@
|
|
| 1576 |
"left_pr_number": 45635,
|
| 1577 |
"right_pr_number": 46717,
|
| 1578 |
"similarity": 0.362,
|
| 1579 |
-
"content_similarity": 0.
|
| 1580 |
"size_similarity": 0.337,
|
| 1581 |
"breadth_similarity": 0.875,
|
| 1582 |
"concentration_similarity": 0.703,
|
|
@@ -1594,8 +1594,8 @@
|
|
| 1594 |
{
|
| 1595 |
"left_pr_number": 46717,
|
| 1596 |
"right_pr_number": 47257,
|
| 1597 |
-
"similarity": 0.
|
| 1598 |
-
"content_similarity": 0.
|
| 1599 |
"size_similarity": 0.101,
|
| 1600 |
"breadth_similarity": 0.583,
|
| 1601 |
"concentration_similarity": 0.972,
|
|
@@ -1876,7 +1876,7 @@
|
|
| 1876 |
"left_pr_number": 41606,
|
| 1877 |
"right_pr_number": 45627,
|
| 1878 |
"similarity": 0.322,
|
| 1879 |
-
"content_similarity": 0.
|
| 1880 |
"size_similarity": 0.725,
|
| 1881 |
"breadth_similarity": 1.0,
|
| 1882 |
"concentration_similarity": 0.697,
|
|
@@ -1893,7 +1893,7 @@
|
|
| 1893 |
"left_pr_number": 45422,
|
| 1894 |
"right_pr_number": 45627,
|
| 1895 |
"similarity": 0.302,
|
| 1896 |
-
"content_similarity": 0.
|
| 1897 |
"size_similarity": 0.784,
|
| 1898 |
"breadth_similarity": 0.75,
|
| 1899 |
"concentration_similarity": 0.816,
|
|
@@ -1945,7 +1945,7 @@
|
|
| 1945 |
"left_pr_number": 42668,
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| 1946 |
"right_pr_number": 45422,
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| 1947 |
"similarity": 0.2,
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| 1948 |
-
"content_similarity": 0.
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| 1949 |
"size_similarity": 0.148,
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| 1950 |
"breadth_similarity": 0.307,
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| 1951 |
"concentration_similarity": 0.768,
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@@ -3622,7 +3622,7 @@
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47017
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| 3623 |
],
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| 3624 |
"representative_pr_number": 45293,
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-
"average_similarity": 0.
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| 3626 |
"summary": "4 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45293.",
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| 3627 |
"shared_filenames": [
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"tests/models/auto/test_tokenization_auto.py",
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{
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"left_pr_number": 45293,
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"right_pr_number": 47017,
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-
"similarity": 0.
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-
"content_similarity": 0.
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"size_similarity": 0.
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"breadth_similarity": 1.0,
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| 3648 |
-
"concentration_similarity": 0.
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| 3649 |
"shared_filenames": [
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| 3650 |
"src/transformers/models/auto/tokenization_auto.py",
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| 3651 |
"tests/models/auto/test_tokenization_auto.py"
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]
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},
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{
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"left_pr_number": 46580,
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"right_pr_number": 47017,
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"similarity": 0.506,
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-
"content_similarity": 0.538,
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| 3686 |
-
"size_similarity": 0.318,
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| 3687 |
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"breadth_similarity": 0.5,
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"concentration_similarity": 0.625,
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"shared_filenames": [
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| 3690 |
-
"src/transformers/models/auto/tokenization_auto.py"
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],
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"shared_directories": [
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},
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{
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"left_pr_number": 45293,
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"right_pr_number": 45317,
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@@ -3718,11 +3700,11 @@
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{
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"left_pr_number": 45317,
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"right_pr_number": 47017,
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-
"similarity": 0.
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-
"content_similarity": 0.
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-
"size_similarity": 0.
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| 3724 |
"breadth_similarity": 1.0,
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| 3725 |
-
"concentration_similarity": 0.
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| 3726 |
"shared_filenames": [
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| 3727 |
"tests/models/auto/test_tokenization_auto.py"
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],
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@@ -3734,6 +3716,24 @@
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"tests"
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]
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},
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{
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"left_pr_number": 45317,
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"right_pr_number": 46580,
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@@ -5009,7 +5009,7 @@
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| 5009 |
{
|
| 5010 |
"left_pr_number": 46099,
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| 5011 |
"right_pr_number": 46269,
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| 5012 |
-
"similarity": 0.
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| 5013 |
"content_similarity": 0.491,
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"size_similarity": 0.013,
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| 5015 |
"breadth_similarity": 0.284,
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@@ -5225,96 +5225,6 @@
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| 5225 |
}
|
| 5226 |
]
|
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},
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-
{
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"cluster_id": "pr-scope-45300-3",
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"pr_numbers": [
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-
45300,
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47087,
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47250
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],
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| 5235 |
-
"representative_pr_number": 47250,
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| 5236 |
-
"average_similarity": 0.416,
|
| 5237 |
-
"summary": "3 open PRs share weighted file overlap around `tests/models/nemotron_h/test_modeling_nemotron_h.py`, `tests/models/zamba2/test_modeling_zamba2.py`, `src/transformers/models/nemotron_h/modeling_nemotron_h.py`; representative PR #47250.",
|
| 5238 |
-
"shared_filenames": [
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| 5239 |
-
"tests/models/nemotron_h/test_modeling_nemotron_h.py",
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-
"tests/models/zamba2/test_modeling_zamba2.py",
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-
"src/transformers/models/nemotron_h/modeling_nemotron_h.py"
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-
],
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-
"shared_directories": [
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-
"tests/models/nemotron_h",
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-
"tests/models",
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-
"src/transformers",
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-
"tests",
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"src",
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-
"src/transformers/models/nemotron_h",
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"tests/models/zamba2",
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"src/transformers/models"
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-
],
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-
"pairwise": [
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-
{
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| 5255 |
-
"left_pr_number": 45300,
|
| 5256 |
-
"right_pr_number": 47250,
|
| 5257 |
-
"similarity": 0.505,
|
| 5258 |
-
"content_similarity": 0.348,
|
| 5259 |
-
"size_similarity": 0.931,
|
| 5260 |
-
"breadth_similarity": 0.875,
|
| 5261 |
-
"concentration_similarity": 0.695,
|
| 5262 |
-
"shared_filenames": [
|
| 5263 |
-
"src/transformers/models/nemotron_h/modeling_nemotron_h.py",
|
| 5264 |
-
"tests/models/nemotron_h/test_modeling_nemotron_h.py"
|
| 5265 |
-
],
|
| 5266 |
-
"shared_directories": [
|
| 5267 |
-
"src/transformers/models/nemotron_h",
|
| 5268 |
-
"src/transformers/models",
|
| 5269 |
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"tests/models/nemotron_h",
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-
"src/transformers",
|
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-
"tests/models",
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"src",
|
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-
"tests"
|
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-
]
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-
},
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-
{
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| 5277 |
-
"left_pr_number": 47087,
|
| 5278 |
-
"right_pr_number": 47250,
|
| 5279 |
-
"similarity": 0.427,
|
| 5280 |
-
"content_similarity": 0.281,
|
| 5281 |
-
"size_similarity": 0.871,
|
| 5282 |
-
"breadth_similarity": 0.562,
|
| 5283 |
-
"concentration_similarity": 0.867,
|
| 5284 |
-
"shared_filenames": [
|
| 5285 |
-
"tests/models/nemotron_h/test_modeling_nemotron_h.py",
|
| 5286 |
-
"tests/models/zamba2/test_modeling_zamba2.py"
|
| 5287 |
-
],
|
| 5288 |
-
"shared_directories": [
|
| 5289 |
-
"tests/models/nemotron_h",
|
| 5290 |
-
"tests/models/zamba2",
|
| 5291 |
-
"src/transformers",
|
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"tests/models",
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"src",
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"tests"
|
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-
]
|
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-
},
|
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-
{
|
| 5298 |
-
"left_pr_number": 45300,
|
| 5299 |
-
"right_pr_number": 47087,
|
| 5300 |
-
"similarity": 0.315,
|
| 5301 |
-
"content_similarity": 0.138,
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| 5302 |
-
"size_similarity": 0.935,
|
| 5303 |
-
"breadth_similarity": 0.5,
|
| 5304 |
-
"concentration_similarity": 0.562,
|
| 5305 |
-
"shared_filenames": [
|
| 5306 |
-
"tests/models/nemotron_h/test_modeling_nemotron_h.py"
|
| 5307 |
-
],
|
| 5308 |
-
"shared_directories": [
|
| 5309 |
-
"tests/models/nemotron_h",
|
| 5310 |
-
"src/transformers",
|
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"tests/models",
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"src",
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"tests"
|
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-
]
|
| 5315 |
-
}
|
| 5316 |
-
]
|
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-
},
|
| 5318 |
{
|
| 5319 |
"cluster_id": "pr-scope-46004-3",
|
| 5320 |
"pr_numbers": [
|
|
@@ -6116,7 +6026,7 @@
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| 6116 |
46173
|
| 6117 |
],
|
| 6118 |
"representative_pr_number": 44893,
|
| 6119 |
-
"average_similarity": 0.
|
| 6120 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.",
|
| 6121 |
"shared_filenames": [
|
| 6122 |
"src/transformers/cache_utils.py"
|
|
@@ -6129,8 +6039,8 @@
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| 6129 |
{
|
| 6130 |
"left_pr_number": 44893,
|
| 6131 |
"right_pr_number": 46173,
|
| 6132 |
-
"similarity": 0.
|
| 6133 |
-
"content_similarity": 0.
|
| 6134 |
"size_similarity": 0.222,
|
| 6135 |
"breadth_similarity": 1.0,
|
| 6136 |
"concentration_similarity": 1.0,
|
|
@@ -6205,7 +6115,7 @@
|
|
| 6205 |
"left_pr_number": 42824,
|
| 6206 |
"right_pr_number": 46461,
|
| 6207 |
"similarity": 0.717,
|
| 6208 |
-
"content_similarity": 0.
|
| 6209 |
"size_similarity": 0.652,
|
| 6210 |
"breadth_similarity": 0.5,
|
| 6211 |
"concentration_similarity": 0.928,
|
|
@@ -6758,6 +6668,53 @@
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|
| 6758 |
}
|
| 6759 |
]
|
| 6760 |
},
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| 6761 |
{
|
| 6762 |
"cluster_id": "pr-scope-45110-2",
|
| 6763 |
"pr_numbers": [
|
|
@@ -7151,7 +7108,7 @@
|
|
| 7151 |
42655
|
| 7152 |
],
|
| 7153 |
"representative_pr_number": 32189,
|
| 7154 |
-
"average_similarity": 0.
|
| 7155 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `src/transformers/generation/utils.py`; representative PR #32189.",
|
| 7156 |
"shared_filenames": [
|
| 7157 |
"src/transformers/generation/candidate_generator.py",
|
|
@@ -7166,8 +7123,8 @@
|
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| 7166 |
{
|
| 7167 |
"left_pr_number": 32189,
|
| 7168 |
"right_pr_number": 42655,
|
| 7169 |
-
"similarity": 0.
|
| 7170 |
-
"content_similarity": 0.
|
| 7171 |
"size_similarity": 0.231,
|
| 7172 |
"breadth_similarity": 0.5,
|
| 7173 |
"concentration_similarity": 0.568,
|
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@@ -7476,6 +7433,47 @@
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}
|
| 7477 |
]
|
| 7478 |
},
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| 7479 |
{
|
| 7480 |
"cluster_id": "pr-scope-43446-2",
|
| 7481 |
"pr_numbers": [
|
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|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
+
"snapshot_id": "20260712T180021Z",
|
| 4 |
+
"generated_at": "2026-07-12T18:00:55Z",
|
| 5 |
+
"cluster_count": 88,
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
| 8 |
"cluster_id": "pr-scope-43636-10",
|
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|
| 1407 |
"left_pr_number": 45635,
|
| 1408 |
"right_pr_number": 45996,
|
| 1409 |
"similarity": 0.649,
|
| 1410 |
+
"content_similarity": 0.594,
|
| 1411 |
"size_similarity": 0.714,
|
| 1412 |
"breadth_similarity": 0.875,
|
| 1413 |
"concentration_similarity": 0.758,
|
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| 1425 |
{
|
| 1426 |
"left_pr_number": 44974,
|
| 1427 |
"right_pr_number": 45996,
|
| 1428 |
+
"similarity": 0.579,
|
| 1429 |
"content_similarity": 0.55,
|
| 1430 |
"size_similarity": 0.422,
|
| 1431 |
"breadth_similarity": 0.9,
|
|
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|
| 1446 |
"left_pr_number": 45996,
|
| 1447 |
"right_pr_number": 47257,
|
| 1448 |
"similarity": 0.575,
|
| 1449 |
+
"content_similarity": 0.578,
|
| 1450 |
"size_similarity": 0.419,
|
| 1451 |
"breadth_similarity": 0.583,
|
| 1452 |
"concentration_similarity": 0.972,
|
|
|
|
| 1464 |
{
|
| 1465 |
"left_pr_number": 45635,
|
| 1466 |
"right_pr_number": 47257,
|
| 1467 |
+
"similarity": 0.541,
|
| 1468 |
"content_similarity": 0.562,
|
| 1469 |
"size_similarity": 0.299,
|
| 1470 |
"breadth_similarity": 0.667,
|
|
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|
| 1484 |
"left_pr_number": 44974,
|
| 1485 |
"right_pr_number": 47257,
|
| 1486 |
"similarity": 0.505,
|
| 1487 |
+
"content_similarity": 0.55,
|
| 1488 |
"size_similarity": 0.176,
|
| 1489 |
"breadth_similarity": 0.533,
|
| 1490 |
"concentration_similarity": 0.801,
|
|
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|
| 1520 |
{
|
| 1521 |
"left_pr_number": 44974,
|
| 1522 |
"right_pr_number": 45421,
|
| 1523 |
+
"similarity": 0.42,
|
| 1524 |
"content_similarity": 0.3,
|
| 1525 |
"size_similarity": 0.735,
|
| 1526 |
"breadth_similarity": 0.667,
|
|
|
|
| 1537 |
{
|
| 1538 |
"left_pr_number": 44974,
|
| 1539 |
"right_pr_number": 46717,
|
| 1540 |
+
"similarity": 0.41,
|
| 1541 |
"content_similarity": 0.28,
|
| 1542 |
"size_similarity": 0.572,
|
| 1543 |
"breadth_similarity": 0.9,
|
|
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|
| 1556 |
{
|
| 1557 |
"left_pr_number": 45996,
|
| 1558 |
"right_pr_number": 46717,
|
| 1559 |
+
"similarity": 0.374,
|
| 1560 |
"content_similarity": 0.273,
|
| 1561 |
"size_similarity": 0.241,
|
| 1562 |
"breadth_similarity": 1.0,
|
|
|
|
| 1576 |
"left_pr_number": 45635,
|
| 1577 |
"right_pr_number": 46717,
|
| 1578 |
"similarity": 0.362,
|
| 1579 |
+
"content_similarity": 0.269,
|
| 1580 |
"size_similarity": 0.337,
|
| 1581 |
"breadth_similarity": 0.875,
|
| 1582 |
"concentration_similarity": 0.703,
|
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|
| 1594 |
{
|
| 1595 |
"left_pr_number": 46717,
|
| 1596 |
"right_pr_number": 47257,
|
| 1597 |
+
"similarity": 0.335,
|
| 1598 |
+
"content_similarity": 0.304,
|
| 1599 |
"size_similarity": 0.101,
|
| 1600 |
"breadth_similarity": 0.583,
|
| 1601 |
"concentration_similarity": 0.972,
|
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| 1876 |
"left_pr_number": 41606,
|
| 1877 |
"right_pr_number": 45627,
|
| 1878 |
"similarity": 0.322,
|
| 1879 |
+
"content_similarity": 0.111,
|
| 1880 |
"size_similarity": 0.725,
|
| 1881 |
"breadth_similarity": 1.0,
|
| 1882 |
"concentration_similarity": 0.697,
|
|
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|
| 1893 |
"left_pr_number": 45422,
|
| 1894 |
"right_pr_number": 45627,
|
| 1895 |
"similarity": 0.302,
|
| 1896 |
+
"content_similarity": 0.098,
|
| 1897 |
"size_similarity": 0.784,
|
| 1898 |
"breadth_similarity": 0.75,
|
| 1899 |
"concentration_similarity": 0.816,
|
|
|
|
| 1945 |
"left_pr_number": 42668,
|
| 1946 |
"right_pr_number": 45422,
|
| 1947 |
"similarity": 0.2,
|
| 1948 |
+
"content_similarity": 0.155,
|
| 1949 |
"size_similarity": 0.148,
|
| 1950 |
"breadth_similarity": 0.307,
|
| 1951 |
"concentration_similarity": 0.768,
|
|
|
|
| 3622 |
47017
|
| 3623 |
],
|
| 3624 |
"representative_pr_number": 45293,
|
| 3625 |
+
"average_similarity": 0.465,
|
| 3626 |
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|
| 7 |
-
"snapshot_dir": "snapshots/
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"archived_manifest_path": "snapshots/20260712T180021Z/manifest.json",
|
| 3 |
+
"latest_snapshot_id": "20260712T180021Z",
|
| 4 |
"manifest_path": "manifest.json",
|
| 5 |
+
"next_since": "2026-07-12T18:00:21Z",
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
+
"snapshot_dir": "snapshots/20260712T180021Z"
|
| 8 |
}
|
state/watermark.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
-
"effective_since": "2026-07-
|
| 3 |
-
"last_successful_snapshot_id": "
|
| 4 |
-
"next_since": "2026-07-
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
-
"updated_at": "2026-07-
|
| 7 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"effective_since": "2026-07-12T12:00:26Z",
|
| 3 |
+
"last_successful_snapshot_id": "20260712T180021Z",
|
| 4 |
+
"next_since": "2026-07-12T18:00:21Z",
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
+
"updated_at": "2026-07-12T18:00:21Z"
|
| 7 |
}
|