Refresh transformers dataset snapshot 20260623T060018Z
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README.md
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- eval set creation
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Notes:
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- raw data only; no labels or moderation decisions
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- eval set creation
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Notes:
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|
|
| 13760 |
{
|
| 13761 |
"author_login": "shubhammr21",
|
| 13762 |
"name": "Shubham Maurya",
|
|
|
|
| 16999 |
"snapshot_review_count": 0,
|
| 17000 |
"snapshot_review_comment_count": 0,
|
| 17001 |
"repo_association": "CONTRIBUTOR",
|
| 17002 |
+
"new_to_repo": false,
|
| 17003 |
+
"first_seen_in_snapshot": false,
|
| 17004 |
"known_via_prior_merged_pr": false,
|
| 17005 |
+
"report_reason": null,
|
| 17006 |
+
"enrichment_source": "previous_report",
|
| 17007 |
+
"live_refetch_skipped": true,
|
| 17008 |
"account_age_days": 475,
|
| 17009 |
"young_account": false,
|
| 17010 |
"follow_through_score": "weak",
|
|
|
|
| 17790 |
},
|
| 17791 |
"fetch_error": null
|
| 17792 |
},
|
| 17793 |
+
{
|
| 17794 |
+
"author_login": "hashwnath",
|
| 17795 |
+
"name": null,
|
| 17796 |
+
"profile_url": "https://github.com/hashwnath",
|
| 17797 |
+
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahashwnath",
|
| 17798 |
+
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahashwnath",
|
| 17799 |
+
"repo_first_seen_at": "2026-06-23T04:36:24Z",
|
| 17800 |
+
"repo_last_seen_at": "2026-06-23T04:51:59Z",
|
| 17801 |
+
"repo_primary_artifact_count": 1,
|
| 17802 |
+
"repo_artifact_count": 2,
|
| 17803 |
+
"snapshot_issue_count": 0,
|
| 17804 |
+
"snapshot_pr_count": 1,
|
| 17805 |
+
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|
| 17806 |
+
"snapshot_review_count": 0,
|
| 17807 |
+
"snapshot_review_comment_count": 0,
|
| 17808 |
+
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 17809 |
+
"new_to_repo": true,
|
| 17810 |
+
"first_seen_in_snapshot": true,
|
| 17811 |
+
"known_via_prior_merged_pr": false,
|
| 17812 |
+
"report_reason": "first_seen_in_snapshot",
|
| 17813 |
+
"enrichment_source": "live",
|
| 17814 |
+
"live_refetch_skipped": false,
|
| 17815 |
+
"account_age_days": 2510,
|
| 17816 |
+
"young_account": false,
|
| 17817 |
+
"follow_through_score": "mixed",
|
| 17818 |
+
"breadth_score": "high",
|
| 17819 |
+
"automation_risk_signal": "low",
|
| 17820 |
+
"heuristic_note": "broad repo spread; high open PR share",
|
| 17821 |
+
"public_orgs": [],
|
| 17822 |
+
"activity": {
|
| 17823 |
+
"visible_authored_pr_count": 14,
|
| 17824 |
+
"merged_pr_count": 6,
|
| 17825 |
+
"closed_unmerged_pr_count": 0,
|
| 17826 |
+
"open_pr_count": 8,
|
| 17827 |
+
"merged_pr_rate": 0.4286,
|
| 17828 |
+
"closed_unmerged_pr_rate": 0.0,
|
| 17829 |
+
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|
| 17830 |
+
"distinct_repos_with_authored_prs": 10,
|
| 17831 |
+
"distinct_repos_with_open_prs": 7
|
| 17832 |
+
},
|
| 17833 |
+
"examples": {
|
| 17834 |
+
"pull_requests": [
|
| 17835 |
+
{
|
| 17836 |
+
"kind": "pull_request",
|
| 17837 |
+
"number": 46828,
|
| 17838 |
+
"title": "fix: convert Tensor q_offset/kv_offset to int in flex_attention_mask",
|
| 17839 |
+
"url": "https://github.com/huggingface/transformers/pull/46828",
|
| 17840 |
+
"state": "open",
|
| 17841 |
+
"merged": false,
|
| 17842 |
+
"draft": false,
|
| 17843 |
+
"created_at": "2026-06-23T04:36:24Z"
|
| 17844 |
+
}
|
| 17845 |
+
],
|
| 17846 |
+
"issues": []
|
| 17847 |
+
},
|
| 17848 |
+
"fetch_error": null
|
| 17849 |
+
},
|
| 17850 |
{
|
| 17851 |
"author_login": "Hasnaathussain",
|
| 17852 |
"name": "Hasnaat hussain ",
|
|
|
|
| 20310 |
},
|
| 20311 |
"fetch_error": null
|
| 20312 |
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|
|
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|
| 20313 |
{
|
| 20314 |
"author_login": "onuralpszr",
|
| 20315 |
"name": "Onuralp SEZER",
|
|
|
|
| 22160 |
"snapshot_comment_count": 6,
|
| 22161 |
"snapshot_review_count": 0,
|
| 22162 |
"snapshot_review_comment_count": 0,
|
| 22163 |
+
"repo_association": "NONE",
|
| 22164 |
"new_to_repo": false,
|
| 22165 |
"first_seen_in_snapshot": false,
|
| 22166 |
"known_via_prior_merged_pr": false,
|
|
|
|
| 22192 |
"number": 46714,
|
| 22193 |
"title": "Fix busy-waiting issue in ContinuousBatchingManager.get_result (#46516)",
|
| 22194 |
"url": "https://github.com/huggingface/transformers/pull/46714",
|
| 22195 |
+
"state": "closed",
|
| 22196 |
"merged": false,
|
| 22197 |
"draft": false,
|
| 22198 |
"created_at": "2026-06-17T09:05:31Z"
|
new-contributors-report.md
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
-
- Snapshot: `
|
| 4 |
-
- Generated: `2026-06-
|
| 5 |
- Activity window: `60d`
|
| 6 |
- Contributors: `347`
|
| 7 |
|
|
@@ -28,7 +28,7 @@
|
|
| 28 |
| `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 28 | 0 | strong | low | low | targets high-star repos |
|
| 29 |
| `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 27 | 1 | mixed | low | low | high open PR share; targets high-star repos |
|
| 30 |
| `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 27 | 0 | n/a | n/a | n/a | summary unavailable |
|
| 31 |
-
| `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` |
|
| 32 |
| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 24 | 4 | strong | low | low | — |
|
| 33 |
| `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 22 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
|
| 34 |
| `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 20 | 0 | strong | moderate | low | — |
|
|
@@ -44,8 +44,8 @@
|
|
| 44 |
| `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | CONTRIBUTOR | 9d | `2026-04-22T13:14:19Z` | 10 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
|
| 45 |
| `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 97d | `2026-02-18T23:07:23Z` | 10 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread |
|
| 46 |
| `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 9 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
|
|
|
|
| 47 |
| `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 9 | 0 | mixed | moderate | low | targets high-star repos |
|
| 48 |
-
| `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | CONTRIBUTOR | 2841d | `2026-06-18T09:58:22Z` | 8 | 0 | weak | moderate | medium | high recent PR volume; high open PR share; targets high-star repos |
|
| 49 |
| `Incheonkirin` | [profile](https://github.com/Incheonkirin) | no | CONTRIBUTOR | 2854d | `2026-06-09T11:35:01Z` | 7 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 50 |
| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 7 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 51 |
| `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 7 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
|
@@ -89,6 +89,7 @@
|
|
| 89 |
| `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 |
|
| 90 |
| `arnavkewalram` | [profile](https://github.com/arnavkewalram) | no | CONTRIBUTOR | 904d | `2026-06-15T15:28:55Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
|
| 91 |
| `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 |
|
|
|
|
| 92 |
| `Bluear7878` | [profile](https://github.com/Bluear7878) | no | CONTRIBUTOR | 461d | `2026-05-29T04:39:19Z` | 2 | 1 | mixed | low | low | — |
|
| 93 |
| `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 2 | 1 | mixed | moderate | low | no visible non-self stars |
|
| 94 |
| `Milan-Bhimani` | [profile](https://github.com/Milan-Bhimani) | no | FIRST_TIME_CONTRIBUTOR | 823d | `2026-04-30T06:10:00Z` | 2 | 1 | mixed | low | low | many recent closed-unmerged PRs |
|
|
@@ -183,7 +184,6 @@
|
|
| 183 |
| `nunq` | [profile](https://github.com/nunq) | no | CONTRIBUTOR | 2694d | `2026-05-08T00:29:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 184 |
| `Reigenleif` | [profile](https://github.com/Reigenleif) | no | NONE | 1631d | `2026-06-06T14:24:41Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 185 |
| `Sainava` | [profile](https://github.com/Sainava) | no | FIRST_TIME_CONTRIBUTOR | 865d | `2026-06-09T09:43:45Z` | 1 | 1 | mixed | moderate | low | — |
|
| 186 |
-
| `sharmax-vikas` | [profile](https://github.com/sharmax-vikas) | no | FIRST_TIME_CONTRIBUTOR | 702d | `2026-06-18T18:50:23Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 187 |
| `shubhammr21` | [profile](https://github.com/shubhammr21) | no | FIRST_TIME_CONTRIBUTOR | 4155d | `2026-05-22T10:45:10Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 188 |
| `sisaman` | [profile](https://github.com/sisaman) | no | CONTRIBUTOR | 4905d | `2026-06-17T15:54:08Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
|
| 189 |
| `0Sh1khar` | [profile](https://github.com/0Sh1khar) | no | NONE | 660d | `2026-05-18T14:31:57Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
|
@@ -240,7 +240,7 @@
|
|
| 240 |
| `dfgvaetyj3456356-hash` | [profile](https://github.com/dfgvaetyj3456356-hash) | no | NONE | 3d | `2026-06-01T03:10:16Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 241 |
| `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 242 |
| `DiwanshuG` | [profile](https://github.com/DiwanshuG) | no | NONE | 1279d | `2026-05-22T10:39:02Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 243 |
-
| `efazal` | [profile](https://github.com/efazal) |
|
| 244 |
| `Exile333` | [profile](https://github.com/Exile333) | no | FIRST_TIME_CONTRIBUTOR | 3582d | `2026-04-30T16:23:49Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
| 245 |
| `fm1320` | [profile](https://github.com/fm1320) | no | FIRST_TIME_CONTRIBUTOR | 2016d | `2026-05-02T02:04:46Z` | 1 | 0 | strong | high | low | high recent PR volume; broad repo spread |
|
| 246 |
| `fullyz` | [profile](https://github.com/fullyz) | no | CONTRIBUTOR | 2564d | `2026-05-11T13:43:45Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
@@ -254,6 +254,7 @@
|
|
| 254 |
| `Hannan-Komari` | [profile](https://github.com/Hannan-Komari) | no | NONE | 1308d | `2026-06-03T10:28:04Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
|
| 255 |
| `Haris-bin-shakeel` | [profile](https://github.com/Haris-bin-shakeel) | no | NONE | 589d | `2026-06-08T18:36:43Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 256 |
| `harryfrzz` | [profile](https://github.com/harryfrzz) | no | NONE | 735d | `2026-05-09T15:53:39Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
|
|
|
| 257 |
| `Hasnaathussain` | [profile](https://github.com/Hasnaathussain) | no | NONE | 1426d | `2026-06-21T11:56:27Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 258 |
| `henloworldowo` | [profile](https://github.com/henloworldowo) | no | FIRST_TIMER | 2d | `2026-05-04T05:53:33Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 259 |
| `huzama` | [profile](https://github.com/huzama) | no | NONE | 3081d | `2026-05-14T02:06:51Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
@@ -297,7 +298,6 @@
|
|
| 297 |
| `NanoCode012` | [profile](https://github.com/NanoCode012) | no | CONTRIBUTOR | 4220d | `2026-06-13T06:09:47Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
| 298 |
| `ndvbd` | [profile](https://github.com/ndvbd) | no | FIRST_TIME_CONTRIBUTOR | 5482d | `2026-06-16T08:24:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 299 |
| `NicolasHug` | [profile](https://github.com/NicolasHug) | no | CONTRIBUTOR | 5321d | `2026-06-08T11:13:46Z` | 1 | 0 | strong | moderate | low | extremely high recent PR volume |
|
| 300 |
-
| `Oneirag` | [profile](https://github.com/Oneirag) | no | FIRST_TIME_CONTRIBUTOR | 4233d | `2026-04-24T04:00:01Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 301 |
| `onuralpszr` | [profile](https://github.com/onuralpszr) | no | CONTRIBUTOR | 5146d | `2026-05-31T20:25:01Z` | 1 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread |
|
| 302 |
| `petecao` | [profile](https://github.com/petecao) | no | CONTRIBUTOR | 2982d | `2026-05-25T19:01:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 303 |
| `PHclaw` | [profile](https://github.com/PHclaw) | no | NONE | 26d | `2026-04-29T02:08:23Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
|
|
@@ -330,7 +330,7 @@
|
|
| 330 |
| `Shanmuk4622` | [profile](https://github.com/Shanmuk4622) | no | NONE | 948d | `2026-05-28T06:31:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 331 |
| `Shashank-Tripathi-07` | [profile](https://github.com/Shashank-Tripathi-07) | no | NONE | 644d | `2026-05-20T15:18:30Z` | 1 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 332 |
| `shoushinya123` | [profile](https://github.com/shoushinya123) | no | CONTRIBUTOR | 669d | `2026-06-13T11:44:09Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
|
| 333 |
-
| `shreyescodes` | [profile](https://github.com/shreyescodes) | no |
|
| 334 |
| `Shylin26` | [profile](https://github.com/Shylin26) | no | NONE | 170d | `2026-06-08T23:29:09Z` | 1 | 0 | weak | moderate | medium | young account; high open PR share |
|
| 335 |
| `silencelamb` | [profile](https://github.com/silencelamb) | no | CONTRIBUTOR | 4218d | `2026-05-05T09:41:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 336 |
| `simon-testaccount` | [profile](https://github.com/simon-testaccount) | no | NONE | 545d | `2026-05-05T09:01:04Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
|
|
@@ -552,7 +552,7 @@ Example artifacts:
|
|
| 552 |
Example artifacts:
|
| 553 |
- [PR #46755: [`Kernels`] Trigger proper kernelization on `use_kernels=True`](https://github.com/huggingface/transformers/pull/46755) — closed, merged
|
| 554 |
- [PR #46751: [`CI`] Fix some failures introduced by myself :grimacing: ](https://github.com/huggingface/transformers/pull/46751) — closed, merged
|
| 555 |
-
- [PR #46729: [`CB`] Add FA2 to the fast path](https://github.com/huggingface/transformers/pull/46729) —
|
| 556 |
- [Issue #46245: [`Layer Types`] Split keys across MLP and Attentions](https://github.com/huggingface/transformers/issues/46245) — open
|
| 557 |
- [Issue #40827: [`Cache`] Proper support for Linear Attention (related) caches](https://github.com/huggingface/transformers/issues/40827) — closed
|
| 558 |
|
|
@@ -610,12 +610,12 @@ Example artifacts:
|
|
| 610 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
|
| 611 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
|
| 612 |
- repo first seen: `2025-09-11T21:27:59Z`
|
| 613 |
-
- repo last seen: `2026-06-
|
| 614 |
- first seen in snapshot: **no**
|
| 615 |
- repo association: **MEMBER**
|
| 616 |
- repo primary artifacts: **45**
|
| 617 |
- snapshot authored PRs/issues: **44 PRs / 1 issues**
|
| 618 |
-
- snapshot discussion activity: **
|
| 619 |
- account age: **1813 days**
|
| 620 |
- recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
|
| 621 |
- public orgs: none visible
|
|
@@ -694,7 +694,7 @@ Example artifacts:
|
|
| 694 |
- heuristic read: **targets high-star repos**
|
| 695 |
|
| 696 |
Example artifacts:
|
| 697 |
-
- [PR #46825: model: Add NVIDIA Canary-1B-v2 to Transformers](https://github.com/huggingface/transformers/pull/46825) — open
|
| 698 |
- [PR #46472: feat[vLLM x v5]: Expose max_source_positions on VibeVoiceAsrConfig](https://github.com/huggingface/transformers/pull/46472) — closed, merged
|
| 699 |
- [PR #46400: fix[vLLM x v5]: Default untied embeddings in AudioFlamingo3 and VibeVoice](https://github.com/huggingface/transformers/pull/46400) — closed, merged
|
| 700 |
- [Issue #45198: [BUG] Wav2Vec2 wav2vec2-lv-60-espeak-cv-ft: save_pretrained and tokenization fail](https://github.com/huggingface/transformers/issues/45198) — closed
|
|
@@ -730,12 +730,12 @@ Example artifacts:
|
|
| 730 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
|
| 731 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
|
| 732 |
- repo first seen: `2024-03-21T04:37:45Z`
|
| 733 |
-
- repo last seen: `2026-06-
|
| 734 |
- first seen in snapshot: **no**
|
| 735 |
- repo association: **CONTRIBUTOR**
|
| 736 |
- repo primary artifacts: **32**
|
| 737 |
- snapshot authored PRs/issues: **28 PRs / 4 issues**
|
| 738 |
-
- snapshot discussion activity: **
|
| 739 |
- account age: **1396 days**
|
| 740 |
- recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
|
| 741 |
- public orgs: none visible
|
|
@@ -792,7 +792,7 @@ Example artifacts:
|
|
| 792 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 793 |
|
| 794 |
Example artifacts:
|
| 795 |
-
- [PR #46717: Shard on read ](https://github.com/huggingface/transformers/pull/46717) — open
|
| 796 |
- [PR #46707: Add native FSDP2 module + migration](https://github.com/huggingface/transformers/pull/46707) — open
|
| 797 |
- [PR #46706: Add native FSDP2 module and import migration](https://github.com/huggingface/transformers/pull/46706) — closed
|
| 798 |
- [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
|
|
@@ -827,11 +827,11 @@ Example artifacts:
|
|
| 827 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
|
| 828 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
|
| 829 |
- repo first seen: `2024-12-13T13:39:10Z`
|
| 830 |
-
- repo last seen: `2026-06-
|
| 831 |
- first seen in snapshot: **no**
|
| 832 |
- repo association: **MEMBER**
|
| 833 |
-
- repo primary artifacts: **
|
| 834 |
-
- snapshot authored PRs/issues: **
|
| 835 |
- snapshot discussion activity: **44 comments / 52 reviews / 53 review comments**
|
| 836 |
- account age: **2692 days**
|
| 837 |
- recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
|
|
@@ -840,9 +840,9 @@ Example artifacts:
|
|
| 840 |
- heuristic read: **extremely high recent PR volume; targets high-star repos**
|
| 841 |
|
| 842 |
Example artifacts:
|
|
|
|
| 843 |
- [PR #46204: Fix `num_items_in_batch` over-counting for causal LM losses](https://github.com/huggingface/transformers/pull/46204) — closed, merged
|
| 844 |
- [PR #45930: [DeepSeek V4] Fix MoE converter substring-matching FP8 scale companions](https://github.com/huggingface/transformers/pull/45930) — closed, merged
|
| 845 |
-
- [PR #45898: [fix] Add `fatal_error` to `ContinuousBatchingManager` so the serving layer can detect a dead CB worker](https://github.com/huggingface/transformers/pull/45898) — closed, merged
|
| 846 |
- [Issue #46559: `apply_chat_template(return_assistant_tokens_mask=True)` returns an empty assistant mask for VLM processors when an image is present](https://github.com/huggingface/transformers/issues/46559) — closed
|
| 847 |
- [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
|
| 848 |
- [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — closed
|
|
@@ -950,12 +950,12 @@ Example artifacts:
|
|
| 950 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
|
| 951 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
|
| 952 |
- repo first seen: `2025-12-24T11:54:53Z`
|
| 953 |
-
- repo last seen: `2026-06-
|
| 954 |
- first seen in snapshot: **no**
|
| 955 |
- repo association: **CONTRIBUTOR**
|
| 956 |
- repo primary artifacts: **20**
|
| 957 |
- snapshot authored PRs/issues: **20 PRs / 0 issues**
|
| 958 |
-
- snapshot discussion activity: **
|
| 959 |
- account age: **1497 days**
|
| 960 |
- recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
|
| 961 |
- public orgs: none visible
|
|
@@ -1199,6 +1199,29 @@ Example artifacts:
|
|
| 1199 |
- [PR #46113: clip_grad_norm avoid O(global_params) replication](https://github.com/huggingface/transformers/pull/46113) — open
|
| 1200 |
- [PR #45994: Trainer.compute_loss: fix loss over-counting under TP and EP-as-TP](https://github.com/huggingface/transformers/pull/45994) — closed, merged
|
| 1201 |
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|
| 1202 |
### `zhang-prog`
|
| 1203 |
|
| 1204 |
- profile: [github.com/zhang-prog](https://github.com/zhang-prog)
|
|
@@ -1222,29 +1245,6 @@ Example artifacts:
|
|
| 1222 |
- [PR #45838: [Model] Add PP-OCRv6 Models Support](https://github.com/huggingface/transformers/pull/45838) — closed, merged
|
| 1223 |
- [PR #45626: [Model] Add PP-FormulaNet Model Support](https://github.com/huggingface/transformers/pull/45626) — closed, merged
|
| 1224 |
|
| 1225 |
-
### `Sunt-ing`
|
| 1226 |
-
|
| 1227 |
-
- profile: [github.com/Sunt-ing](https://github.com/Sunt-ing)
|
| 1228 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunt-ing)
|
| 1229 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunt-ing)
|
| 1230 |
-
- repo first seen: `2026-06-18T09:58:22Z`
|
| 1231 |
-
- repo last seen: `2026-06-22T14:16:50Z`
|
| 1232 |
-
- first seen in snapshot: **no**
|
| 1233 |
-
- repo association: **CONTRIBUTOR**
|
| 1234 |
-
- repo primary artifacts: **8**
|
| 1235 |
-
- snapshot authored PRs/issues: **8 PRs / 0 issues**
|
| 1236 |
-
- snapshot discussion activity: **4 comments / 3 reviews / 3 review comments**
|
| 1237 |
-
- account age: **2841 days**
|
| 1238 |
-
- recent public PR activity: **52 PRs** (17 merged / 6 closed-unmerged / 29 open; merged rate **33%**, closed-unmerged rate **12%**, open rate **56%**)
|
| 1239 |
-
- public orgs: none visible
|
| 1240 |
-
- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
|
| 1241 |
-
- heuristic read: **high recent PR volume; high open PR share; targets high-star repos**
|
| 1242 |
-
|
| 1243 |
-
Example artifacts:
|
| 1244 |
-
- [PR #46817: Don't pin the gated delta net norm to `cuda:0` with a hardcoded device](https://github.com/huggingface/transformers/pull/46817) — open
|
| 1245 |
-
- [PR #46790: Fix prompt lookup decoding crash when no EOS token is configured](https://github.com/huggingface/transformers/pull/46790) — closed, merged
|
| 1246 |
-
- [PR #46782: Fix left-padding token selection in `BioGptForSequenceClassification`](https://github.com/huggingface/transformers/pull/46782) — closed, merged
|
| 1247 |
-
|
| 1248 |
### `Incheonkirin`
|
| 1249 |
|
| 1250 |
- profile: [github.com/Incheonkirin](https://github.com/Incheonkirin)
|
|
@@ -2257,6 +2257,30 @@ Example artifacts:
|
|
| 2257 |
- [Issue #46552: Wav2Vec2CTCTokenizer in v5 treats the word delimiter as a special token, which leaks into get_special_tokens_mask and convert_ids_to_tokens](https://github.com/huggingface/transformers/issues/46552) — open
|
| 2258 |
- [Issue #46396: `added_tokens_encoder` rebuilds the entire added-token map on every access](https://github.com/huggingface/transformers/issues/46396) — closed
|
| 2259 |
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|
| 2260 |
### `Bluear7878`
|
| 2261 |
|
| 2262 |
- profile: [github.com/Bluear7878](https://github.com/Bluear7878)
|
|
@@ -3359,12 +3383,12 @@ Example artifacts:
|
|
| 3359 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKoichiYasuoka)
|
| 3360 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKoichiYasuoka)
|
| 3361 |
- repo first seen: `2026-01-21T06:14:39Z`
|
| 3362 |
-
- repo last seen: `2026-06-
|
| 3363 |
- first seen in snapshot: **no**
|
| 3364 |
- repo association: **CONTRIBUTOR**
|
| 3365 |
- repo primary artifacts: **9**
|
| 3366 |
- snapshot authored PRs/issues: **5 PRs / 4 issues**
|
| 3367 |
-
- snapshot discussion activity: **
|
| 3368 |
- account age: **3900 days**
|
| 3369 |
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 3370 |
- public orgs: none visible
|
|
@@ -3646,12 +3670,12 @@ Example artifacts:
|
|
| 3646 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abzantium)
|
| 3647 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abzantium)
|
| 3648 |
- repo first seen: `2025-09-24T07:07:47Z`
|
| 3649 |
-
- repo last seen: `2026-06-
|
| 3650 |
- first seen in snapshot: **no**
|
| 3651 |
- repo association: **CONTRIBUTOR**
|
| 3652 |
- repo primary artifacts: **3**
|
| 3653 |
- snapshot authored PRs/issues: **2 PRs / 1 issues**
|
| 3654 |
-
- snapshot discussion activity: **
|
| 3655 |
- account age: **3641 days**
|
| 3656 |
- recent public PR activity: **51 PRs** (11 merged / 12 closed-unmerged / 28 open; merged rate **22%**, closed-unmerged rate **24%**, open rate **55%**)
|
| 3657 |
- public orgs: none visible
|
|
@@ -4373,28 +4397,6 @@ Example artifacts:
|
|
| 4373 |
- [PR #46764: Add native masked MSE loss for Sapiens2ForPoseEstimation](https://github.com/huggingface/transformers/pull/46764) — open
|
| 4374 |
- [Issue #46518: Investigate training support for Sapiens2ForPoseEstimation when labels are provided](https://github.com/huggingface/transformers/issues/46518) — open
|
| 4375 |
|
| 4376 |
-
### `sharmax-vikas`
|
| 4377 |
-
|
| 4378 |
-
- profile: [github.com/sharmax-vikas](https://github.com/sharmax-vikas)
|
| 4379 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asharmax-vikas)
|
| 4380 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asharmax-vikas)
|
| 4381 |
-
- repo first seen: `2026-06-18T18:50:23Z`
|
| 4382 |
-
- repo last seen: `2026-06-19T16:18:33Z`
|
| 4383 |
-
- first seen in snapshot: **no**
|
| 4384 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 4385 |
-
- repo primary artifacts: **2**
|
| 4386 |
-
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
| 4387 |
-
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 4388 |
-
- account age: **702 days**
|
| 4389 |
-
- recent public PR activity: **8 PRs** (0 merged / 1 closed-unmerged / 7 open; merged rate **0%**, closed-unmerged rate **12%**, open rate **88%**)
|
| 4390 |
-
- public orgs: none visible
|
| 4391 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 4392 |
-
- heuristic read: **high open PR share; targets high-star repos**
|
| 4393 |
-
|
| 4394 |
-
Example artifacts:
|
| 4395 |
-
- [PR #46753: fix: raise `ValueError` for empty conversation in `apply_chat_template`](https://github.com/huggingface/transformers/pull/46753) — open
|
| 4396 |
-
- [Issue #46752: `apply_chat_template` crashes with `IndexError` when passed an empty list](https://github.com/huggingface/transformers/issues/46752) — closed
|
| 4397 |
-
|
| 4398 |
### `shubhammr21`
|
| 4399 |
|
| 4400 |
- profile: [github.com/shubhammr21](https://github.com/shubhammr21)
|
|
@@ -5580,7 +5582,7 @@ Example artifacts:
|
|
| 5580 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aefazal)
|
| 5581 |
- repo first seen: `2026-06-22T22:56:50Z`
|
| 5582 |
- repo last seen: `2026-06-22T22:56:50Z`
|
| 5583 |
-
- first seen in snapshot: **
|
| 5584 |
- repo association: **CONTRIBUTOR**
|
| 5585 |
- repo primary artifacts: **1**
|
| 5586 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
@@ -5867,6 +5869,27 @@ Example artifacts:
|
|
| 5867 |
Example artifacts:
|
| 5868 |
- [PR #45863: fix: add HF_USE_MLX opt-out for MLX detection](https://github.com/huggingface/transformers/pull/45863) — closed
|
| 5869 |
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|
| 5870 |
### `Hasnaathussain`
|
| 5871 |
|
| 5872 |
- profile: [github.com/Hasnaathussain](https://github.com/Hasnaathussain)
|
|
@@ -6770,27 +6793,6 @@ Example artifacts:
|
|
| 6770 |
Example artifacts:
|
| 6771 |
- [PR #46496: Use torchvision's native LANCZOS interpolation instead of PIL fallback](https://github.com/huggingface/transformers/pull/46496) — closed, merged
|
| 6772 |
|
| 6773 |
-
### `Oneirag`
|
| 6774 |
-
|
| 6775 |
-
- profile: [github.com/Oneirag](https://github.com/Oneirag)
|
| 6776 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AOneirag)
|
| 6777 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AOneirag)
|
| 6778 |
-
- repo first seen: `2026-04-24T04:00:01Z`
|
| 6779 |
-
- repo last seen: `2026-04-24T04:00:01Z`
|
| 6780 |
-
- first seen in snapshot: **no**
|
| 6781 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 6782 |
-
- repo primary artifacts: **1**
|
| 6783 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 6784 |
-
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 6785 |
-
- account age: **4233 days**
|
| 6786 |
-
- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
|
| 6787 |
-
- public orgs: none visible
|
| 6788 |
-
- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
|
| 6789 |
-
- heuristic read: **high open PR share; targets high-star repos**
|
| 6790 |
-
|
| 6791 |
-
Example artifacts:
|
| 6792 |
-
- [PR #45614: Add missing requests dependency to transformers[serving]](https://github.com/huggingface/transformers/pull/45614) — open
|
| 6793 |
-
|
| 6794 |
### `onuralpszr`
|
| 6795 |
|
| 6796 |
- profile: [github.com/onuralpszr](https://github.com/onuralpszr)
|
|
@@ -7471,7 +7473,7 @@ Example artifacts:
|
|
| 7471 |
- repo first seen: `2026-06-17T07:30:01Z`
|
| 7472 |
- repo last seen: `2026-06-19T10:08:59Z`
|
| 7473 |
- first seen in snapshot: **no**
|
| 7474 |
-
- repo association: **
|
| 7475 |
- repo primary artifacts: **1**
|
| 7476 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 7477 |
- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
|
|
@@ -7482,7 +7484,7 @@ Example artifacts:
|
|
| 7482 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 7483 |
|
| 7484 |
Example artifacts:
|
| 7485 |
-
- [PR #46714: Fix busy-waiting issue in ContinuousBatchingManager.get_result (#46516)](https://github.com/huggingface/transformers/pull/46714) —
|
| 7486 |
|
| 7487 |
### `Shylin26`
|
| 7488 |
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260623T060018Z`
|
| 4 |
+
- Generated: `2026-06-23T06:01:29Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
- Contributors: `347`
|
| 7 |
|
|
|
|
| 28 |
| `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 28 | 0 | strong | low | low | targets high-star repos |
|
| 29 |
| `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 27 | 1 | mixed | low | low | high open PR share; targets high-star repos |
|
| 30 |
| `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 27 | 0 | n/a | n/a | n/a | summary unavailable |
|
| 31 |
+
| `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 26 | 14 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
|
| 32 |
| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 24 | 4 | strong | low | low | — |
|
| 33 |
| `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 22 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
|
| 34 |
| `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 20 | 0 | strong | moderate | low | — |
|
|
|
|
| 44 |
| `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | CONTRIBUTOR | 9d | `2026-04-22T13:14:19Z` | 10 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
|
| 45 |
| `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 97d | `2026-02-18T23:07:23Z` | 10 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread |
|
| 46 |
| `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 9 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
|
| 47 |
+
| `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | CONTRIBUTOR | 2841d | `2026-06-18T09:58:22Z` | 9 | 0 | weak | moderate | medium | high recent PR volume; high open PR share; targets high-star repos |
|
| 48 |
| `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 9 | 0 | mixed | moderate | low | targets high-star repos |
|
|
|
|
| 49 |
| `Incheonkirin` | [profile](https://github.com/Incheonkirin) | no | CONTRIBUTOR | 2854d | `2026-06-09T11:35:01Z` | 7 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 50 |
| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 7 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 51 |
| `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 7 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
|
|
|
| 89 |
| `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 |
|
| 90 |
| `arnavkewalram` | [profile](https://github.com/arnavkewalram) | no | CONTRIBUTOR | 904d | `2026-06-15T15:28:55Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
|
| 91 |
| `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 |
|
| 92 |
+
| `sharmax-vikas` | [profile](https://github.com/sharmax-vikas) | no | FIRST_TIME_CONTRIBUTOR | 702d | `2026-06-18T18:50:23Z` | 2 | 2 | weak | low | low | high open PR share; targets high-star repos |
|
| 93 |
| `Bluear7878` | [profile](https://github.com/Bluear7878) | no | CONTRIBUTOR | 461d | `2026-05-29T04:39:19Z` | 2 | 1 | mixed | low | low | — |
|
| 94 |
| `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 2 | 1 | mixed | moderate | low | no visible non-self stars |
|
| 95 |
| `Milan-Bhimani` | [profile](https://github.com/Milan-Bhimani) | no | FIRST_TIME_CONTRIBUTOR | 823d | `2026-04-30T06:10:00Z` | 2 | 1 | mixed | low | low | many recent closed-unmerged PRs |
|
|
|
|
| 184 |
| `nunq` | [profile](https://github.com/nunq) | no | CONTRIBUTOR | 2694d | `2026-05-08T00:29:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 185 |
| `Reigenleif` | [profile](https://github.com/Reigenleif) | no | NONE | 1631d | `2026-06-06T14:24:41Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 186 |
| `Sainava` | [profile](https://github.com/Sainava) | no | FIRST_TIME_CONTRIBUTOR | 865d | `2026-06-09T09:43:45Z` | 1 | 1 | mixed | moderate | low | — |
|
|
|
|
| 187 |
| `shubhammr21` | [profile](https://github.com/shubhammr21) | no | FIRST_TIME_CONTRIBUTOR | 4155d | `2026-05-22T10:45:10Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 188 |
| `sisaman` | [profile](https://github.com/sisaman) | no | CONTRIBUTOR | 4905d | `2026-06-17T15:54:08Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
|
| 189 |
| `0Sh1khar` | [profile](https://github.com/0Sh1khar) | no | NONE | 660d | `2026-05-18T14:31:57Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
|
|
|
| 240 |
| `dfgvaetyj3456356-hash` | [profile](https://github.com/dfgvaetyj3456356-hash) | no | NONE | 3d | `2026-06-01T03:10:16Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 241 |
| `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 242 |
| `DiwanshuG` | [profile](https://github.com/DiwanshuG) | no | NONE | 1279d | `2026-05-22T10:39:02Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 243 |
+
| `efazal` | [profile](https://github.com/efazal) | no | CONTRIBUTOR | 475d | `2026-06-22T22:56:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 244 |
| `Exile333` | [profile](https://github.com/Exile333) | no | FIRST_TIME_CONTRIBUTOR | 3582d | `2026-04-30T16:23:49Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
| 245 |
| `fm1320` | [profile](https://github.com/fm1320) | no | FIRST_TIME_CONTRIBUTOR | 2016d | `2026-05-02T02:04:46Z` | 1 | 0 | strong | high | low | high recent PR volume; broad repo spread |
|
| 246 |
| `fullyz` | [profile](https://github.com/fullyz) | no | CONTRIBUTOR | 2564d | `2026-05-11T13:43:45Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 254 |
| `Hannan-Komari` | [profile](https://github.com/Hannan-Komari) | no | NONE | 1308d | `2026-06-03T10:28:04Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
|
| 255 |
| `Haris-bin-shakeel` | [profile](https://github.com/Haris-bin-shakeel) | no | NONE | 589d | `2026-06-08T18:36:43Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 256 |
| `harryfrzz` | [profile](https://github.com/harryfrzz) | no | NONE | 735d | `2026-05-09T15:53:39Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 257 |
+
| `hashwnath` | [profile](https://github.com/hashwnath) | yes | FIRST_TIME_CONTRIBUTOR | 2510d | `2026-06-23T04:36:24Z` | 1 | 0 | mixed | high | low | broad repo spread; high open PR share |
|
| 258 |
| `Hasnaathussain` | [profile](https://github.com/Hasnaathussain) | no | NONE | 1426d | `2026-06-21T11:56:27Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 259 |
| `henloworldowo` | [profile](https://github.com/henloworldowo) | no | FIRST_TIMER | 2d | `2026-05-04T05:53:33Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 260 |
| `huzama` | [profile](https://github.com/huzama) | no | NONE | 3081d | `2026-05-14T02:06:51Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 298 |
| `NanoCode012` | [profile](https://github.com/NanoCode012) | no | CONTRIBUTOR | 4220d | `2026-06-13T06:09:47Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
| 299 |
| `ndvbd` | [profile](https://github.com/ndvbd) | no | FIRST_TIME_CONTRIBUTOR | 5482d | `2026-06-16T08:24:44Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 300 |
| `NicolasHug` | [profile](https://github.com/NicolasHug) | no | CONTRIBUTOR | 5321d | `2026-06-08T11:13:46Z` | 1 | 0 | strong | moderate | low | extremely high recent PR volume |
|
|
|
|
| 301 |
| `onuralpszr` | [profile](https://github.com/onuralpszr) | no | CONTRIBUTOR | 5146d | `2026-05-31T20:25:01Z` | 1 | 0 | strong | high | low | extremely high recent PR volume; broad repo spread |
|
| 302 |
| `petecao` | [profile](https://github.com/petecao) | no | CONTRIBUTOR | 2982d | `2026-05-25T19:01:18Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 303 |
| `PHclaw` | [profile](https://github.com/PHclaw) | no | NONE | 26d | `2026-04-29T02:08:23Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
|
|
|
|
| 330 |
| `Shanmuk4622` | [profile](https://github.com/Shanmuk4622) | no | NONE | 948d | `2026-05-28T06:31:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 331 |
| `Shashank-Tripathi-07` | [profile](https://github.com/Shashank-Tripathi-07) | no | NONE | 644d | `2026-05-20T15:18:30Z` | 1 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 332 |
| `shoushinya123` | [profile](https://github.com/shoushinya123) | no | CONTRIBUTOR | 669d | `2026-06-13T11:44:09Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
|
| 333 |
+
| `shreyescodes` | [profile](https://github.com/shreyescodes) | no | NONE | 1108d | `2026-06-17T07:30:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 334 |
| `Shylin26` | [profile](https://github.com/Shylin26) | no | NONE | 170d | `2026-06-08T23:29:09Z` | 1 | 0 | weak | moderate | medium | young account; high open PR share |
|
| 335 |
| `silencelamb` | [profile](https://github.com/silencelamb) | no | CONTRIBUTOR | 4218d | `2026-05-05T09:41:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 336 |
| `simon-testaccount` | [profile](https://github.com/simon-testaccount) | no | NONE | 545d | `2026-05-05T09:01:04Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
|
|
|
|
| 552 |
Example artifacts:
|
| 553 |
- [PR #46755: [`Kernels`] Trigger proper kernelization on `use_kernels=True`](https://github.com/huggingface/transformers/pull/46755) — closed, merged
|
| 554 |
- [PR #46751: [`CI`] Fix some failures introduced by myself :grimacing: ](https://github.com/huggingface/transformers/pull/46751) — closed, merged
|
| 555 |
+
- [PR #46729: [`CB`] Add FA2 to the fast path](https://github.com/huggingface/transformers/pull/46729) — closed, merged
|
| 556 |
- [Issue #46245: [`Layer Types`] Split keys across MLP and Attentions](https://github.com/huggingface/transformers/issues/46245) — open
|
| 557 |
- [Issue #40827: [`Cache`] Proper support for Linear Attention (related) caches](https://github.com/huggingface/transformers/issues/40827) — closed
|
| 558 |
|
|
|
|
| 610 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
|
| 611 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
|
| 612 |
- repo first seen: `2025-09-11T21:27:59Z`
|
| 613 |
+
- repo last seen: `2026-06-23T02:13:26Z`
|
| 614 |
- first seen in snapshot: **no**
|
| 615 |
- repo association: **MEMBER**
|
| 616 |
- repo primary artifacts: **45**
|
| 617 |
- snapshot authored PRs/issues: **44 PRs / 1 issues**
|
| 618 |
+
- snapshot discussion activity: **62 comments / 168 reviews / 173 review comments**
|
| 619 |
- account age: **1813 days**
|
| 620 |
- recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
|
| 621 |
- public orgs: none visible
|
|
|
|
| 694 |
- heuristic read: **targets high-star repos**
|
| 695 |
|
| 696 |
Example artifacts:
|
| 697 |
+
- [PR #46825: model: Add NVIDIA Canary-1B-v2 to Transformers](https://github.com/huggingface/transformers/pull/46825) — open
|
| 698 |
- [PR #46472: feat[vLLM x v5]: Expose max_source_positions on VibeVoiceAsrConfig](https://github.com/huggingface/transformers/pull/46472) — closed, merged
|
| 699 |
- [PR #46400: fix[vLLM x v5]: Default untied embeddings in AudioFlamingo3 and VibeVoice](https://github.com/huggingface/transformers/pull/46400) — closed, merged
|
| 700 |
- [Issue #45198: [BUG] Wav2Vec2 wav2vec2-lv-60-espeak-cv-ft: save_pretrained and tokenization fail](https://github.com/huggingface/transformers/issues/45198) — closed
|
|
|
|
| 730 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
|
| 731 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
|
| 732 |
- repo first seen: `2024-03-21T04:37:45Z`
|
| 733 |
+
- repo last seen: `2026-06-23T02:12:28Z`
|
| 734 |
- first seen in snapshot: **no**
|
| 735 |
- repo association: **CONTRIBUTOR**
|
| 736 |
- repo primary artifacts: **32**
|
| 737 |
- snapshot authored PRs/issues: **28 PRs / 4 issues**
|
| 738 |
+
- snapshot discussion activity: **62 comments / 45 reviews / 45 review comments**
|
| 739 |
- account age: **1396 days**
|
| 740 |
- recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
|
| 741 |
- public orgs: none visible
|
|
|
|
| 792 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 793 |
|
| 794 |
Example artifacts:
|
| 795 |
+
- [PR #46717: Shard on read ](https://github.com/huggingface/transformers/pull/46717) — open
|
| 796 |
- [PR #46707: Add native FSDP2 module + migration](https://github.com/huggingface/transformers/pull/46707) — open
|
| 797 |
- [PR #46706: Add native FSDP2 module and import migration](https://github.com/huggingface/transformers/pull/46706) — closed
|
| 798 |
- [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
|
|
|
|
| 827 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aqgallouedec)
|
| 828 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aqgallouedec)
|
| 829 |
- repo first seen: `2024-12-13T13:39:10Z`
|
| 830 |
+
- repo last seen: `2026-06-23T03:25:09Z`
|
| 831 |
- first seen in snapshot: **no**
|
| 832 |
- repo association: **MEMBER**
|
| 833 |
+
- repo primary artifacts: **40**
|
| 834 |
+
- snapshot authored PRs/issues: **26 PRs / 14 issues**
|
| 835 |
- snapshot discussion activity: **44 comments / 52 reviews / 53 review comments**
|
| 836 |
- account age: **2692 days**
|
| 837 |
- recent public PR activity: **128 PRs** (102 merged / 5 closed-unmerged / 21 open; merged rate **80%**, closed-unmerged rate **4%**, open rate **16%**)
|
|
|
|
| 840 |
- heuristic read: **extremely high recent PR volume; targets high-star repos**
|
| 841 |
|
| 842 |
Example artifacts:
|
| 843 |
+
- [PR #46827: Avoid NumPy 2.0 `__array__` copy-keyword deprecation in `create_mm_token_type_ids`](https://github.com/huggingface/transformers/pull/46827) — open
|
| 844 |
- [PR #46204: Fix `num_items_in_batch` over-counting for causal LM losses](https://github.com/huggingface/transformers/pull/46204) — closed, merged
|
| 845 |
- [PR #45930: [DeepSeek V4] Fix MoE converter substring-matching FP8 scale companions](https://github.com/huggingface/transformers/pull/45930) — closed, merged
|
|
|
|
| 846 |
- [Issue #46559: `apply_chat_template(return_assistant_tokens_mask=True)` returns an empty assistant mask for VLM processors when an image is present](https://github.com/huggingface/transformers/issues/46559) — closed
|
| 847 |
- [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
|
| 848 |
- [Issue #45290: `apply_chat_template(tokenize=True)` crashes on assistant messages with tool calls and no content](https://github.com/huggingface/transformers/issues/45290) — closed
|
|
|
|
| 950 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
|
| 951 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
|
| 952 |
- repo first seen: `2025-12-24T11:54:53Z`
|
| 953 |
+
- repo last seen: `2026-06-23T01:34:55Z`
|
| 954 |
- first seen in snapshot: **no**
|
| 955 |
- repo association: **CONTRIBUTOR**
|
| 956 |
- repo primary artifacts: **20**
|
| 957 |
- snapshot authored PRs/issues: **20 PRs / 0 issues**
|
| 958 |
+
- snapshot discussion activity: **28 comments / 103 reviews / 103 review comments**
|
| 959 |
- account age: **1497 days**
|
| 960 |
- recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
|
| 961 |
- public orgs: none visible
|
|
|
|
| 1199 |
- [PR #46113: clip_grad_norm avoid O(global_params) replication](https://github.com/huggingface/transformers/pull/46113) — open
|
| 1200 |
- [PR #45994: Trainer.compute_loss: fix loss over-counting under TP and EP-as-TP](https://github.com/huggingface/transformers/pull/45994) — closed, merged
|
| 1201 |
|
| 1202 |
+
### `Sunt-ing`
|
| 1203 |
+
|
| 1204 |
+
- profile: [github.com/Sunt-ing](https://github.com/Sunt-ing)
|
| 1205 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunt-ing)
|
| 1206 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunt-ing)
|
| 1207 |
+
- repo first seen: `2026-06-18T09:58:22Z`
|
| 1208 |
+
- repo last seen: `2026-06-23T05:00:10Z`
|
| 1209 |
+
- first seen in snapshot: **no**
|
| 1210 |
+
- repo association: **CONTRIBUTOR**
|
| 1211 |
+
- repo primary artifacts: **9**
|
| 1212 |
+
- snapshot authored PRs/issues: **9 PRs / 0 issues**
|
| 1213 |
+
- snapshot discussion activity: **5 comments / 3 reviews / 3 review comments**
|
| 1214 |
+
- account age: **2841 days**
|
| 1215 |
+
- recent public PR activity: **52 PRs** (17 merged / 6 closed-unmerged / 29 open; merged rate **33%**, closed-unmerged rate **12%**, open rate **56%**)
|
| 1216 |
+
- public orgs: none visible
|
| 1217 |
+
- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
|
| 1218 |
+
- heuristic read: **high recent PR volume; high open PR share; targets high-star repos**
|
| 1219 |
+
|
| 1220 |
+
Example artifacts:
|
| 1221 |
+
- [PR #46831: Fix garbage generation for Qwen3.5/Qwen3-Next under device_map CPU offload](https://github.com/huggingface/transformers/pull/46831) — open
|
| 1222 |
+
- [PR #46817: Don't pin the gated delta net norm to `cuda:0` with a hardcoded device](https://github.com/huggingface/transformers/pull/46817) — open
|
| 1223 |
+
- [PR #46790: Fix prompt lookup decoding crash when no EOS token is configured](https://github.com/huggingface/transformers/pull/46790) — closed, merged
|
| 1224 |
+
|
| 1225 |
### `zhang-prog`
|
| 1226 |
|
| 1227 |
- profile: [github.com/zhang-prog](https://github.com/zhang-prog)
|
|
|
|
| 1245 |
- [PR #45838: [Model] Add PP-OCRv6 Models Support](https://github.com/huggingface/transformers/pull/45838) — closed, merged
|
| 1246 |
- [PR #45626: [Model] Add PP-FormulaNet Model Support](https://github.com/huggingface/transformers/pull/45626) — closed, merged
|
| 1247 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1248 |
### `Incheonkirin`
|
| 1249 |
|
| 1250 |
- profile: [github.com/Incheonkirin](https://github.com/Incheonkirin)
|
|
|
|
| 2257 |
- [Issue #46552: Wav2Vec2CTCTokenizer in v5 treats the word delimiter as a special token, which leaks into get_special_tokens_mask and convert_ids_to_tokens](https://github.com/huggingface/transformers/issues/46552) — open
|
| 2258 |
- [Issue #46396: `added_tokens_encoder` rebuilds the entire added-token map on every access](https://github.com/huggingface/transformers/issues/46396) — closed
|
| 2259 |
|
| 2260 |
+
### `sharmax-vikas`
|
| 2261 |
+
|
| 2262 |
+
- profile: [github.com/sharmax-vikas](https://github.com/sharmax-vikas)
|
| 2263 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asharmax-vikas)
|
| 2264 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asharmax-vikas)
|
| 2265 |
+
- repo first seen: `2026-06-18T18:50:23Z`
|
| 2266 |
+
- repo last seen: `2026-06-23T04:40:59Z`
|
| 2267 |
+
- first seen in snapshot: **no**
|
| 2268 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2269 |
+
- repo primary artifacts: **4**
|
| 2270 |
+
- snapshot authored PRs/issues: **2 PRs / 2 issues**
|
| 2271 |
+
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 2272 |
+
- account age: **702 days**
|
| 2273 |
+
- recent public PR activity: **8 PRs** (0 merged / 1 closed-unmerged / 7 open; merged rate **0%**, closed-unmerged rate **12%**, open rate **88%**)
|
| 2274 |
+
- public orgs: none visible
|
| 2275 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 2276 |
+
- heuristic read: **high open PR share; targets high-star repos**
|
| 2277 |
+
|
| 2278 |
+
Example artifacts:
|
| 2279 |
+
- [PR #46830: Fix VideoPrismForVideoClassification returning last_hidden_state as h…](https://github.com/huggingface/transformers/pull/46830) — open
|
| 2280 |
+
- [PR #46753: fix: raise `ValueError` for empty conversation in `apply_chat_template`](https://github.com/huggingface/transformers/pull/46753) — open
|
| 2281 |
+
- [Issue #46829: [Bug] VideoPrismForVideoClassification returns last_hidden_state tensor as hidden_states in ImageClassifierOutput](https://github.com/huggingface/transformers/issues/46829) — open
|
| 2282 |
+
- [Issue #46752: `apply_chat_template` crashes with `IndexError` when passed an empty list](https://github.com/huggingface/transformers/issues/46752) — closed
|
| 2283 |
+
|
| 2284 |
### `Bluear7878`
|
| 2285 |
|
| 2286 |
- profile: [github.com/Bluear7878](https://github.com/Bluear7878)
|
|
|
|
| 3383 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKoichiYasuoka)
|
| 3384 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKoichiYasuoka)
|
| 3385 |
- repo first seen: `2026-01-21T06:14:39Z`
|
| 3386 |
+
- repo last seen: `2026-06-23T00:44:30Z`
|
| 3387 |
- first seen in snapshot: **no**
|
| 3388 |
- repo association: **CONTRIBUTOR**
|
| 3389 |
- repo primary artifacts: **9**
|
| 3390 |
- snapshot authored PRs/issues: **5 PRs / 4 issues**
|
| 3391 |
+
- snapshot discussion activity: **22 comments / 4 reviews / 4 review comments**
|
| 3392 |
- account age: **3900 days**
|
| 3393 |
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 3394 |
- public orgs: none visible
|
|
|
|
| 3670 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abzantium)
|
| 3671 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abzantium)
|
| 3672 |
- repo first seen: `2025-09-24T07:07:47Z`
|
| 3673 |
+
- repo last seen: `2026-06-23T04:32:59Z`
|
| 3674 |
- first seen in snapshot: **no**
|
| 3675 |
- repo association: **CONTRIBUTOR**
|
| 3676 |
- repo primary artifacts: **3**
|
| 3677 |
- snapshot authored PRs/issues: **2 PRs / 1 issues**
|
| 3678 |
+
- snapshot discussion activity: **6 comments / 24 reviews / 24 review comments**
|
| 3679 |
- account age: **3641 days**
|
| 3680 |
- recent public PR activity: **51 PRs** (11 merged / 12 closed-unmerged / 28 open; merged rate **22%**, closed-unmerged rate **24%**, open rate **55%**)
|
| 3681 |
- public orgs: none visible
|
|
|
|
| 4397 |
- [PR #46764: Add native masked MSE loss for Sapiens2ForPoseEstimation](https://github.com/huggingface/transformers/pull/46764) — open
|
| 4398 |
- [Issue #46518: Investigate training support for Sapiens2ForPoseEstimation when labels are provided](https://github.com/huggingface/transformers/issues/46518) — open
|
| 4399 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4400 |
### `shubhammr21`
|
| 4401 |
|
| 4402 |
- profile: [github.com/shubhammr21](https://github.com/shubhammr21)
|
|
|
|
| 5582 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aefazal)
|
| 5583 |
- repo first seen: `2026-06-22T22:56:50Z`
|
| 5584 |
- repo last seen: `2026-06-22T22:56:50Z`
|
| 5585 |
+
- first seen in snapshot: **no**
|
| 5586 |
- repo association: **CONTRIBUTOR**
|
| 5587 |
- repo primary artifacts: **1**
|
| 5588 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
|
|
| 5869 |
Example artifacts:
|
| 5870 |
- [PR #45863: fix: add HF_USE_MLX opt-out for MLX detection](https://github.com/huggingface/transformers/pull/45863) — closed
|
| 5871 |
|
| 5872 |
+
### `hashwnath`
|
| 5873 |
+
|
| 5874 |
+
- profile: [github.com/hashwnath](https://github.com/hashwnath)
|
| 5875 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahashwnath)
|
| 5876 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahashwnath)
|
| 5877 |
+
- repo first seen: `2026-06-23T04:36:24Z`
|
| 5878 |
+
- repo last seen: `2026-06-23T04:51:59Z`
|
| 5879 |
+
- first seen in snapshot: **yes**
|
| 5880 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 5881 |
+
- repo primary artifacts: **1**
|
| 5882 |
+
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5883 |
+
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 5884 |
+
- account age: **2510 days**
|
| 5885 |
+
- recent public PR activity: **14 PRs** (6 merged / 0 closed-unmerged / 8 open; merged rate **43%**, closed-unmerged rate **0%**, open rate **57%**)
|
| 5886 |
+
- public orgs: none visible
|
| 5887 |
+
- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
|
| 5888 |
+
- heuristic read: **broad repo spread; high open PR share**
|
| 5889 |
+
|
| 5890 |
+
Example artifacts:
|
| 5891 |
+
- [PR #46828: fix: convert Tensor q_offset/kv_offset to int in flex_attention_mask](https://github.com/huggingface/transformers/pull/46828) — open
|
| 5892 |
+
|
| 5893 |
### `Hasnaathussain`
|
| 5894 |
|
| 5895 |
- profile: [github.com/Hasnaathussain](https://github.com/Hasnaathussain)
|
|
|
|
| 6793 |
Example artifacts:
|
| 6794 |
- [PR #46496: Use torchvision's native LANCZOS interpolation instead of PIL fallback](https://github.com/huggingface/transformers/pull/46496) — closed, merged
|
| 6795 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6796 |
### `onuralpszr`
|
| 6797 |
|
| 6798 |
- profile: [github.com/onuralpszr](https://github.com/onuralpszr)
|
|
|
|
| 7473 |
- repo first seen: `2026-06-17T07:30:01Z`
|
| 7474 |
- repo last seen: `2026-06-19T10:08:59Z`
|
| 7475 |
- first seen in snapshot: **no**
|
| 7476 |
+
- repo association: **NONE**
|
| 7477 |
- repo primary artifacts: **1**
|
| 7478 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 7479 |
- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
|
|
|
|
| 7484 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 7485 |
|
| 7486 |
Example artifacts:
|
| 7487 |
+
- [PR #46714: Fix busy-waiting issue in ContinuousBatchingManager.get_result (#46516)](https://github.com/huggingface/transformers/pull/46714) — closed
|
| 7488 |
|
| 7489 |
### `Shylin26`
|
| 7490 |
|
new_contributors.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ec62d47fd883175aebf10b883007128a09fc5a3d7fe267469f78a2f2ad5ec435
|
| 3 |
+
size 63024
|
pr-scope-clusters.json
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
pr_comments.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 |
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oid sha256:e4bca60c24b15b95a77a9e8177199e4d9698ea2d8ea3113a368ca8db857e286c
|
| 3 |
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size 2145628
|
pr_diffs.parquet
CHANGED
|
@@ -1,3 +1,3 @@
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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|
| 3 |
-
size
|
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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oid sha256:1e6f69c7a4e19609a67c31e8f26df5a079ec21fa9cd61bfaa2d99e726e3e4fc0
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| 3 |
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size 64848753
|
pr_files.parquet
CHANGED
|
@@ -1,3 +1,3 @@
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:
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| 3 |
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size
|
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:65a5c094a29b0452b489a9c7f83523f730802158d3d37019c1eab38b628f0198
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| 3 |
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size 54398541
|
pull_requests.parquet
CHANGED
|
@@ -1,3 +1,3 @@
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:
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| 3 |
-
size
|
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|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:eceefba63017a043c9d052e309e2875ee2465db3e6213c4b6e6344a1e7928efb
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| 3 |
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size 2554203
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review_comments.parquet
CHANGED
|
@@ -1,3 +1,3 @@
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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| 3 |
-
size
|
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:c29f9a41ff4fc9bfaf2782736a4becb8559468f85cd1f3e5b01daa87c035a1ee
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| 3 |
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size 3099376
|
reviews.parquet
CHANGED
|
@@ -1,3 +1,3 @@
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| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:3bc6a048814994d0e69a1403e30a74f6eabe32eb29681f1cea4f977a2d64ae6e
|
| 3 |
+
size 972832
|
snapshots/20260623T060018Z/manifest.json
ADDED
|
@@ -0,0 +1,41 @@
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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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifacts": {
|
| 3 |
+
"archived_pr_scope_clusters_json": "snapshots/20260623T060018Z/pr-scope-clusters.json",
|
| 4 |
+
"new_contributors_json": "new-contributors-report.json",
|
| 5 |
+
"new_contributors_markdown": "new-contributors-report.md",
|
| 6 |
+
"new_contributors_parquet": "new_contributors.parquet",
|
| 7 |
+
"pr_scope_clusters_json": "pr-scope-clusters.json"
|
| 8 |
+
},
|
| 9 |
+
"counts": {
|
| 10 |
+
"comments": 14909,
|
| 11 |
+
"issues": 905,
|
| 12 |
+
"links": 5068,
|
| 13 |
+
"new_contributors": 347,
|
| 14 |
+
"pr_diffs": 2983,
|
| 15 |
+
"pr_files": 38060,
|
| 16 |
+
"pull_requests": 2983,
|
| 17 |
+
"review_comments": 18097,
|
| 18 |
+
"reviews": 10571,
|
| 19 |
+
"timeline_events": 58664
|
| 20 |
+
},
|
| 21 |
+
"crawl_started_at": "2026-06-23T06:00:18Z",
|
| 22 |
+
"delta_counts": {
|
| 23 |
+
"comments": 26,
|
| 24 |
+
"issue_stubs": 23,
|
| 25 |
+
"issues": 2,
|
| 26 |
+
"links": 21,
|
| 27 |
+
"pr_diffs": 21,
|
| 28 |
+
"pr_files": 404,
|
| 29 |
+
"pull_requests": 21,
|
| 30 |
+
"review_comments": 66,
|
| 31 |
+
"reviews": 49,
|
| 32 |
+
"timeline_events": 374
|
| 33 |
+
},
|
| 34 |
+
"extracted_at": "2026-06-23T06:00:18Z",
|
| 35 |
+
"repo": "huggingface/transformers",
|
| 36 |
+
"snapshot_id": "20260623T060018Z",
|
| 37 |
+
"watermark": {
|
| 38 |
+
"effective_since": "2026-06-23T00:00:22Z",
|
| 39 |
+
"next_since": "2026-06-23T06:00:18Z"
|
| 40 |
+
}
|
| 41 |
+
}
|
snapshots/20260623T060018Z/pr-scope-clusters.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
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": "2026-06-
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
-
"snapshot_dir": "snapshots/
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"archived_manifest_path": "snapshots/20260623T060018Z/manifest.json",
|
| 3 |
+
"latest_snapshot_id": "20260623T060018Z",
|
| 4 |
"manifest_path": "manifest.json",
|
| 5 |
+
"next_since": "2026-06-23T06:00:18Z",
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
+
"snapshot_dir": "snapshots/20260623T060018Z"
|
| 8 |
}
|
state/watermark.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
-
"effective_since": "2026-06-
|
| 3 |
-
"last_successful_snapshot_id": "
|
| 4 |
-
"next_since": "2026-06-
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
-
"updated_at": "2026-06-
|
| 7 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"effective_since": "2026-06-23T00:00:22Z",
|
| 3 |
+
"last_successful_snapshot_id": "20260623T060018Z",
|
| 4 |
+
"next_since": "2026-06-23T06:00:18Z",
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| 5 |
"repo": "huggingface/transformers",
|
| 6 |
+
"updated_at": "2026-06-23T06:00:18Z"
|
| 7 |
}
|