Refresh transformers dataset snapshot 20260602T060026Z
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- snapshots/latest.json +4 -4
- state/watermark.json +4 -4
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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- latest snapshot: `20260602T060026Z`
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- raw data only; no labels or moderation decisions
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| 15924 |
+
"created_at": "2026-06-02T02:20:39Z"
|
| 15925 |
+
}
|
| 15926 |
+
],
|
| 15927 |
+
"issues": []
|
| 15928 |
+
},
|
| 15929 |
+
"fetch_error": null
|
| 15930 |
+
},
|
| 15931 |
{
|
| 15932 |
"author_login": "Caromisc",
|
| 15933 |
"name": null,
|
|
|
|
| 20795 |
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARamshankar07",
|
| 20796 |
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARamshankar07",
|
| 20797 |
"repo_first_seen_at": "2026-05-19T19:06:02Z",
|
| 20798 |
+
"repo_last_seen_at": "2026-06-02T04:49:12Z",
|
| 20799 |
"repo_primary_artifact_count": 1,
|
| 20800 |
+
"repo_artifact_count": 12,
|
| 20801 |
"snapshot_issue_count": 0,
|
| 20802 |
"snapshot_pr_count": 1,
|
| 20803 |
+
"snapshot_comment_count": 7,
|
| 20804 |
"snapshot_review_count": 2,
|
| 20805 |
"snapshot_review_comment_count": 2,
|
| 20806 |
"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: `2026-06-
|
| 5 |
- Activity window: `60d`
|
| 6 |
-
- Contributors: `
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
@@ -80,7 +80,6 @@
|
|
| 80 |
| `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 81 |
| `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
|
| 82 |
| `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 |
|
| 83 |
-
| `w4nderlust` | [profile](https://github.com/w4nderlust) | no | CONTRIBUTOR | 5740d | `2026-04-03T04:55:51Z` | 2 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 84 |
| `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 2 | 1 | mixed | moderate | low | no visible non-self stars |
|
| 85 |
| `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 |
|
| 86 |
| `pcuenca` | [profile](https://github.com/pcuenca) | no | MEMBER | 5316d | `2024-04-23T13:23:10Z` | 2 | 1 | mixed | high | low | high recent PR volume; broad repo spread |
|
|
@@ -143,6 +142,7 @@
|
|
| 143 |
| `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 144 |
| `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 145 |
| `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
|
|
|
|
| 146 |
| `bzantium` | [profile](https://github.com/bzantium) | no | CONTRIBUTOR | 3641d | `2025-09-24T07:07:47Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
|
| 147 |
| `ionut-anghelina` | [profile](https://github.com/ionut-anghelina) | no | FIRST_TIME_CONTRIBUTOR | 556d | `2026-03-30T08:23:07Z` | 2 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 148 |
| `Wauplin` | [profile](https://github.com/Wauplin) | no | MEMBER | 4075d | `2025-12-02T12:54:40Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
|
|
@@ -223,6 +223,7 @@
|
|
| 223 |
| `Bluear7878` | [profile](https://github.com/Bluear7878) | no | CONTRIBUTOR | 461d | `2026-05-29T04:39:19Z` | 1 | 0 | mixed | low | low | — |
|
| 224 |
| `blut-agent` | [profile](https://github.com/blut-agent) | no | FIRST_TIME_CONTRIBUTOR | 23d | `2026-05-16T06:31:21Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
|
| 225 |
| `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | NONE | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
|
|
|
| 226 |
| `Caromisc` | [profile](https://github.com/Caromisc) | no | CONTRIBUTOR | 2207d | `2026-05-07T11:04:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 227 |
| `chirag-gupta-07` | [profile](https://github.com/chirag-gupta-07) | no | FIRST_TIMER | 276d | `2026-05-11T05:43:53Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 228 |
| `cloudyun888` | [profile](https://github.com/cloudyun888) | no | NONE | 45d | `2026-04-15T13:18:36Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
|
|
@@ -432,12 +433,12 @@ Example artifacts:
|
|
| 432 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
|
| 433 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
|
| 434 |
- repo first seen: `2025-06-20T09:58:55Z`
|
| 435 |
-
- repo last seen: `2026-06-
|
| 436 |
- first seen in snapshot: **no**
|
| 437 |
- repo association: **CONTRIBUTOR**
|
| 438 |
- repo primary artifacts: **91**
|
| 439 |
- snapshot authored PRs/issues: **87 PRs / 4 issues**
|
| 440 |
-
- snapshot discussion activity: **76 comments /
|
| 441 |
- account age: **3934 days**
|
| 442 |
- recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
|
| 443 |
- public orgs: none visible
|
|
@@ -629,12 +630,12 @@ Example artifacts:
|
|
| 629 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
|
| 630 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
|
| 631 |
- repo first seen: `2026-01-13T09:15:18Z`
|
| 632 |
-
- repo last seen: `2026-06-
|
| 633 |
- first seen in snapshot: **no**
|
| 634 |
- repo association: **MEMBER**
|
| 635 |
- repo primary artifacts: **32**
|
| 636 |
- snapshot authored PRs/issues: **32 PRs / 0 issues**
|
| 637 |
-
- snapshot discussion activity: **52 comments /
|
| 638 |
- account age: **1813 days**
|
| 639 |
- recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
|
| 640 |
- public orgs: none visible
|
|
@@ -698,12 +699,12 @@ Example artifacts:
|
|
| 698 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
|
| 699 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
|
| 700 |
- repo first seen: `2024-03-21T04:37:45Z`
|
| 701 |
-
- repo last seen: `2026-
|
| 702 |
- first seen in snapshot: **no**
|
| 703 |
- repo association: **CONTRIBUTOR**
|
| 704 |
- repo primary artifacts: **29**
|
| 705 |
- snapshot authored PRs/issues: **25 PRs / 4 issues**
|
| 706 |
-
- snapshot discussion activity: **
|
| 707 |
- account age: **1396 days**
|
| 708 |
- recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
|
| 709 |
- public orgs: none visible
|
|
@@ -820,12 +821,12 @@ Example artifacts:
|
|
| 820 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
|
| 821 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
|
| 822 |
- repo first seen: `2025-12-24T11:54:53Z`
|
| 823 |
-
- repo last seen: `2026-06-
|
| 824 |
- first seen in snapshot: **no**
|
| 825 |
- repo association: **CONTRIBUTOR**
|
| 826 |
- repo primary artifacts: **19**
|
| 827 |
- snapshot authored PRs/issues: **19 PRs / 0 issues**
|
| 828 |
-
- snapshot discussion activity: **17 comments /
|
| 829 |
- account age: **1497 days**
|
| 830 |
- recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
|
| 831 |
- public orgs: none visible
|
|
@@ -2044,30 +2045,6 @@ Example artifacts:
|
|
| 2044 |
- [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
|
| 2045 |
- [Issue #45632: `trust_remote_code` cache path collides for local models sharing a leaf directory name](https://github.com/huggingface/transformers/issues/45632) — closed
|
| 2046 |
|
| 2047 |
-
### `w4nderlust`
|
| 2048 |
-
|
| 2049 |
-
- profile: [github.com/w4nderlust](https://github.com/w4nderlust)
|
| 2050 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aw4nderlust)
|
| 2051 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aw4nderlust)
|
| 2052 |
-
- repo first seen: `2026-04-03T04:55:51Z`
|
| 2053 |
-
- repo last seen: `2026-05-06T22:00:37Z`
|
| 2054 |
-
- first seen in snapshot: **no**
|
| 2055 |
-
- repo association: **CONTRIBUTOR**
|
| 2056 |
-
- repo primary artifacts: **4**
|
| 2057 |
-
- snapshot authored PRs/issues: **2 PRs / 2 issues**
|
| 2058 |
-
- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
|
| 2059 |
-
- account age: **5740 days**
|
| 2060 |
-
- recent public PR activity: **79 PRs** (57 merged / 2 closed-unmerged / 20 open; merged rate **72%**, closed-unmerged rate **3%**, open rate **25%**)
|
| 2061 |
-
- public orgs: none visible
|
| 2062 |
-
- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
|
| 2063 |
-
- heuristic read: **high recent PR volume; targets high-star repos**
|
| 2064 |
-
|
| 2065 |
-
Example artifacts:
|
| 2066 |
-
- [PR #45300: Fix Nemotron-H: add mlp layer type support](https://github.com/huggingface/transformers/pull/45300) — open
|
| 2067 |
-
- [PR #45207: [Gemma4] Add docstrings for Per-Layer Embeddings (PLE) pipeline](https://github.com/huggingface/transformers/pull/45207) — closed, merged
|
| 2068 |
-
- [Issue #45206: Gemma4: PLE (Per-Layer Embeddings) implementation is underdocumented and config is misleading](https://github.com/huggingface/transformers/issues/45206) — closed
|
| 2069 |
-
- [Issue #45205: Gemma4: chat_template missing from tokenizer_config.json, requires manual loading from separate file](https://github.com/huggingface/transformers/issues/45205) — open
|
| 2070 |
-
|
| 2071 |
### `J3r3myPerera`
|
| 2072 |
|
| 2073 |
- profile: [github.com/J3r3myPerera](https://github.com/J3r3myPerera)
|
|
@@ -3462,6 +3439,30 @@ Example artifacts:
|
|
| 3462 |
- [Issue #46077: Gemma4 `use_bidirectional_attention="all"` still builds causal attention masks](https://github.com/huggingface/transformers/issues/46077) — closed
|
| 3463 |
- [Issue #43508: Transformers 5.0.0 calls torch.is_autocast_enabled(device_type) breaking compatibility with torch<2.4](https://github.com/huggingface/transformers/issues/43508) — closed
|
| 3464 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3465 |
### `bzantium`
|
| 3466 |
|
| 3467 |
- profile: [github.com/bzantium](https://github.com/bzantium)
|
|
@@ -5196,6 +5197,27 @@ Example artifacts:
|
|
| 5196 |
Example artifacts:
|
| 5197 |
- [PR #45769: feat: add bf16_loss training argument for VRAM-efficient QLoRA by keeping loss in BF16 during training to save ~1.4 GB VRAM](https://github.com/huggingface/transformers/pull/45769) — closed
|
| 5198 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 5199 |
### `Caromisc`
|
| 5200 |
|
| 5201 |
- profile: [github.com/Caromisc](https://github.com/Caromisc)
|
|
@@ -6988,12 +7010,12 @@ Example artifacts:
|
|
| 6988 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARamshankar07)
|
| 6989 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARamshankar07)
|
| 6990 |
- repo first seen: `2026-05-19T19:06:02Z`
|
| 6991 |
-
- repo last seen: `2026-06-
|
| 6992 |
- first seen in snapshot: **no**
|
| 6993 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 6994 |
- repo primary artifacts: **1**
|
| 6995 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 6996 |
-
- snapshot discussion activity: **
|
| 6997 |
- account age: **1761 days**
|
| 6998 |
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 6999 |
- public orgs: none visible
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260602T060026Z`
|
| 4 |
+
- Generated: `2026-06-02T06:01:15Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `343`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
|
|
| 80 |
| `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 81 |
| `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
|
| 82 |
| `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 |
|
|
|
|
| 83 |
| `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 2 | 1 | mixed | moderate | low | no visible non-self stars |
|
| 84 |
| `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 |
|
| 85 |
| `pcuenca` | [profile](https://github.com/pcuenca) | no | MEMBER | 5316d | `2024-04-23T13:23:10Z` | 2 | 1 | mixed | high | low | high recent PR volume; broad repo spread |
|
|
|
|
| 142 |
| `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 143 |
| `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 144 |
| `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
|
| 145 |
+
| `w4nderlust` | [profile](https://github.com/w4nderlust) | no | CONTRIBUTOR | 5740d | `2026-04-03T04:55:51Z` | 2 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 146 |
| `bzantium` | [profile](https://github.com/bzantium) | no | CONTRIBUTOR | 3641d | `2025-09-24T07:07:47Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
|
| 147 |
| `ionut-anghelina` | [profile](https://github.com/ionut-anghelina) | no | FIRST_TIME_CONTRIBUTOR | 556d | `2026-03-30T08:23:07Z` | 2 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 148 |
| `Wauplin` | [profile](https://github.com/Wauplin) | no | MEMBER | 4075d | `2025-12-02T12:54:40Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
|
|
|
|
| 223 |
| `Bluear7878` | [profile](https://github.com/Bluear7878) | no | CONTRIBUTOR | 461d | `2026-05-29T04:39:19Z` | 1 | 0 | mixed | low | low | — |
|
| 224 |
| `blut-agent` | [profile](https://github.com/blut-agent) | no | FIRST_TIME_CONTRIBUTOR | 23d | `2026-05-16T06:31:21Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
|
| 225 |
| `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | NONE | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 226 |
+
| `calliec-1223` | [profile](https://github.com/calliec-1223) | yes | FIRST_TIME_CONTRIBUTOR | 68d | `2026-06-02T02:20:39Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 227 |
| `Caromisc` | [profile](https://github.com/Caromisc) | no | CONTRIBUTOR | 2207d | `2026-05-07T11:04:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 228 |
| `chirag-gupta-07` | [profile](https://github.com/chirag-gupta-07) | no | FIRST_TIMER | 276d | `2026-05-11T05:43:53Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 229 |
| `cloudyun888` | [profile](https://github.com/cloudyun888) | no | NONE | 45d | `2026-04-15T13:18:36Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
|
|
|
|
| 433 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
|
| 434 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
|
| 435 |
- repo first seen: `2025-06-20T09:58:55Z`
|
| 436 |
+
- repo last seen: `2026-06-02T05:56:38Z`
|
| 437 |
- first seen in snapshot: **no**
|
| 438 |
- repo association: **CONTRIBUTOR**
|
| 439 |
- repo primary artifacts: **91**
|
| 440 |
- snapshot authored PRs/issues: **87 PRs / 4 issues**
|
| 441 |
+
- snapshot discussion activity: **76 comments / 91 reviews / 90 review comments**
|
| 442 |
- account age: **3934 days**
|
| 443 |
- recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
|
| 444 |
- public orgs: none visible
|
|
|
|
| 630 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
|
| 631 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
|
| 632 |
- repo first seen: `2026-01-13T09:15:18Z`
|
| 633 |
+
- repo last seen: `2026-06-02T03:23:28Z`
|
| 634 |
- first seen in snapshot: **no**
|
| 635 |
- repo association: **MEMBER**
|
| 636 |
- repo primary artifacts: **32**
|
| 637 |
- snapshot authored PRs/issues: **32 PRs / 0 issues**
|
| 638 |
+
- snapshot discussion activity: **52 comments / 154 reviews / 164 review comments**
|
| 639 |
- account age: **1813 days**
|
| 640 |
- recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
|
| 641 |
- public orgs: none visible
|
|
|
|
| 699 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
|
| 700 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
|
| 701 |
- repo first seen: `2024-03-21T04:37:45Z`
|
| 702 |
+
- repo last seen: `2026-06-02T01:35:02Z`
|
| 703 |
- first seen in snapshot: **no**
|
| 704 |
- repo association: **CONTRIBUTOR**
|
| 705 |
- repo primary artifacts: **29**
|
| 706 |
- snapshot authored PRs/issues: **25 PRs / 4 issues**
|
| 707 |
+
- snapshot discussion activity: **50 comments / 38 reviews / 38 review comments**
|
| 708 |
- account age: **1396 days**
|
| 709 |
- recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
|
| 710 |
- public orgs: none visible
|
|
|
|
| 821 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
|
| 822 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
|
| 823 |
- repo first seen: `2025-12-24T11:54:53Z`
|
| 824 |
+
- repo last seen: `2026-06-02T06:01:00Z`
|
| 825 |
- first seen in snapshot: **no**
|
| 826 |
- repo association: **CONTRIBUTOR**
|
| 827 |
- repo primary artifacts: **19**
|
| 828 |
- snapshot authored PRs/issues: **19 PRs / 0 issues**
|
| 829 |
+
- snapshot discussion activity: **17 comments / 56 reviews / 56 review comments**
|
| 830 |
- account age: **1497 days**
|
| 831 |
- recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
|
| 832 |
- public orgs: none visible
|
|
|
|
| 2045 |
- [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
|
| 2046 |
- [Issue #45632: `trust_remote_code` cache path collides for local models sharing a leaf directory name](https://github.com/huggingface/transformers/issues/45632) — closed
|
| 2047 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2048 |
### `J3r3myPerera`
|
| 2049 |
|
| 2050 |
- profile: [github.com/J3r3myPerera](https://github.com/J3r3myPerera)
|
|
|
|
| 3439 |
- [Issue #46077: Gemma4 `use_bidirectional_attention="all"` still builds causal attention masks](https://github.com/huggingface/transformers/issues/46077) — closed
|
| 3440 |
- [Issue #43508: Transformers 5.0.0 calls torch.is_autocast_enabled(device_type) breaking compatibility with torch<2.4](https://github.com/huggingface/transformers/issues/43508) — closed
|
| 3441 |
|
| 3442 |
+
### `w4nderlust`
|
| 3443 |
+
|
| 3444 |
+
- profile: [github.com/w4nderlust](https://github.com/w4nderlust)
|
| 3445 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aw4nderlust)
|
| 3446 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aw4nderlust)
|
| 3447 |
+
- repo first seen: `2026-04-03T04:55:51Z`
|
| 3448 |
+
- repo last seen: `2026-05-06T22:00:37Z`
|
| 3449 |
+
- first seen in snapshot: **no**
|
| 3450 |
+
- repo association: **CONTRIBUTOR**
|
| 3451 |
+
- repo primary artifacts: **4**
|
| 3452 |
+
- snapshot authored PRs/issues: **2 PRs / 2 issues**
|
| 3453 |
+
- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
|
| 3454 |
+
- account age: **5740 days**
|
| 3455 |
+
- recent public PR activity: **79 PRs** (57 merged / 2 closed-unmerged / 20 open; merged rate **72%**, closed-unmerged rate **3%**, open rate **25%**)
|
| 3456 |
+
- public orgs: none visible
|
| 3457 |
+
- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
|
| 3458 |
+
- heuristic read: **high recent PR volume; targets high-star repos**
|
| 3459 |
+
|
| 3460 |
+
Example artifacts:
|
| 3461 |
+
- [PR #45300: Fix Nemotron-H: add mlp layer type support](https://github.com/huggingface/transformers/pull/45300) — open
|
| 3462 |
+
- [PR #45207: [Gemma4] Add docstrings for Per-Layer Embeddings (PLE) pipeline](https://github.com/huggingface/transformers/pull/45207) — closed, merged
|
| 3463 |
+
- [Issue #45206: Gemma4: PLE (Per-Layer Embeddings) implementation is underdocumented and config is misleading](https://github.com/huggingface/transformers/issues/45206) — closed
|
| 3464 |
+
- [Issue #45205: Gemma4: chat_template missing from tokenizer_config.json, requires manual loading from separate file](https://github.com/huggingface/transformers/issues/45205) — open
|
| 3465 |
+
|
| 3466 |
### `bzantium`
|
| 3467 |
|
| 3468 |
- profile: [github.com/bzantium](https://github.com/bzantium)
|
|
|
|
| 5197 |
Example artifacts:
|
| 5198 |
- [PR #45769: feat: add bf16_loss training argument for VRAM-efficient QLoRA by keeping loss in BF16 during training to save ~1.4 GB VRAM](https://github.com/huggingface/transformers/pull/45769) — closed
|
| 5199 |
|
| 5200 |
+
### `calliec-1223`
|
| 5201 |
+
|
| 5202 |
+
- profile: [github.com/calliec-1223](https://github.com/calliec-1223)
|
| 5203 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acalliec-1223)
|
| 5204 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acalliec-1223)
|
| 5205 |
+
- repo first seen: `2026-06-02T02:20:39Z`
|
| 5206 |
+
- repo last seen: `2026-06-02T02:20:39Z`
|
| 5207 |
+
- first seen in snapshot: **yes**
|
| 5208 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 5209 |
+
- repo primary artifacts: **1**
|
| 5210 |
+
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5211 |
+
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 5212 |
+
- account age: **68 days**
|
| 5213 |
+
- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 5214 |
+
- public orgs: none visible
|
| 5215 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
|
| 5216 |
+
- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
|
| 5217 |
+
|
| 5218 |
+
Example artifacts:
|
| 5219 |
+
- [PR #46336: Fix grammar typos in Whisper documentation](https://github.com/huggingface/transformers/pull/46336) — open
|
| 5220 |
+
|
| 5221 |
### `Caromisc`
|
| 5222 |
|
| 5223 |
- profile: [github.com/Caromisc](https://github.com/Caromisc)
|
|
|
|
| 7010 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARamshankar07)
|
| 7011 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARamshankar07)
|
| 7012 |
- repo first seen: `2026-05-19T19:06:02Z`
|
| 7013 |
+
- repo last seen: `2026-06-02T04:49:12Z`
|
| 7014 |
- first seen in snapshot: **no**
|
| 7015 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 7016 |
- repo primary artifacts: **1**
|
| 7017 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 7018 |
+
- snapshot discussion activity: **7 comments / 2 reviews / 2 review comments**
|
| 7019 |
- account age: **1761 days**
|
| 7020 |
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 7021 |
- public orgs: none visible
|
new_contributors.parquet
CHANGED
|
@@ -1,3 +1,3 @@
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|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:
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| 3 |
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size
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 61775
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pr-scope-clusters.json
CHANGED
|
@@ -1,7 +1,7 @@
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|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
-
"snapshot_id": "
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| 4 |
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|
| 5 |
"cluster_count": 62,
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
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@@ -288,7 +288,7 @@
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|
| 288 |
{
|
| 289 |
"left_pr_number": 43636,
|
| 290 |
"right_pr_number": 44660,
|
| 291 |
-
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| 292 |
"content_similarity": 0.28,
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| 293 |
"size_similarity": 0.545,
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| 294 |
"breadth_similarity": 1.0,
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|
@@ -336,7 +336,7 @@
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|
| 336 |
{
|
| 337 |
"left_pr_number": 43663,
|
| 338 |
"right_pr_number": 44257,
|
| 339 |
-
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|
| 340 |
"content_similarity": 0.338,
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"size_similarity": 0.24,
|
| 342 |
"breadth_similarity": 1.0,
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|
@@ -401,7 +401,7 @@
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|
| 401 |
"left_pr_number": 43636,
|
| 402 |
"right_pr_number": 44257,
|
| 403 |
"similarity": 0.399,
|
| 404 |
-
"content_similarity": 0.
|
| 405 |
"size_similarity": 0.545,
|
| 406 |
"breadth_similarity": 1.0,
|
| 407 |
"concentration_similarity": 1.0,
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|
@@ -417,7 +417,7 @@
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|
| 417 |
"left_pr_number": 43651,
|
| 418 |
"right_pr_number": 44189,
|
| 419 |
"similarity": 0.399,
|
| 420 |
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"content_similarity": 0.
|
| 421 |
"size_similarity": 0.222,
|
| 422 |
"breadth_similarity": 1.0,
|
| 423 |
"concentration_similarity": 1.0,
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|
@@ -624,7 +624,7 @@
|
|
| 624 |
{
|
| 625 |
"left_pr_number": 43636,
|
| 626 |
"right_pr_number": 45055,
|
| 627 |
-
"similarity": 0.
|
| 628 |
"content_similarity": 0.242,
|
| 629 |
"size_similarity": 0.273,
|
| 630 |
"breadth_similarity": 1.0,
|
|
@@ -946,7 +946,7 @@
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|
| 946 |
"left_pr_number": 42668,
|
| 947 |
"right_pr_number": 44543,
|
| 948 |
"similarity": 0.354,
|
| 949 |
-
"content_similarity": 0.
|
| 950 |
"size_similarity": 0.446,
|
| 951 |
"breadth_similarity": 0.216,
|
| 952 |
"concentration_similarity": 0.967,
|
|
@@ -1669,7 +1669,7 @@
|
|
| 1669 |
"left_pr_number": 39683,
|
| 1670 |
"right_pr_number": 45985,
|
| 1671 |
"similarity": 0.608,
|
| 1672 |
-
"content_similarity": 0.
|
| 1673 |
"size_similarity": 0.652,
|
| 1674 |
"breadth_similarity": 1.0,
|
| 1675 |
"concentration_similarity": 1.0,
|
|
@@ -1703,7 +1703,7 @@
|
|
| 1703 |
"left_pr_number": 44872,
|
| 1704 |
"right_pr_number": 45985,
|
| 1705 |
"similarity": 0.472,
|
| 1706 |
-
"content_similarity": 0.
|
| 1707 |
"size_similarity": 0.2,
|
| 1708 |
"breadth_similarity": 1.0,
|
| 1709 |
"concentration_similarity": 1.0,
|
|
@@ -2706,7 +2706,7 @@
|
|
| 2706 |
"left_pr_number": 45709,
|
| 2707 |
"right_pr_number": 46211,
|
| 2708 |
"similarity": 0.195,
|
| 2709 |
-
"content_similarity": 0.
|
| 2710 |
"size_similarity": 0.753,
|
| 2711 |
"breadth_similarity": 0.2,
|
| 2712 |
"concentration_similarity": 0.571,
|
|
@@ -2860,7 +2860,7 @@
|
|
| 2860 |
44550
|
| 2861 |
],
|
| 2862 |
"representative_pr_number": 44550,
|
| 2863 |
-
"average_similarity": 0.
|
| 2864 |
"summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
|
| 2865 |
"shared_filenames": [],
|
| 2866 |
"shared_directories": [
|
|
@@ -2874,7 +2874,7 @@
|
|
| 2874 |
"left_pr_number": 33686,
|
| 2875 |
"right_pr_number": 44550,
|
| 2876 |
"similarity": 0.387,
|
| 2877 |
-
"content_similarity": 0.
|
| 2878 |
"size_similarity": 1.0,
|
| 2879 |
"breadth_similarity": 1.0,
|
| 2880 |
"concentration_similarity": 1.0,
|
|
@@ -2890,7 +2890,7 @@
|
|
| 2890 |
"left_pr_number": 44407,
|
| 2891 |
"right_pr_number": 44550,
|
| 2892 |
"similarity": 0.358,
|
| 2893 |
-
"content_similarity": 0.
|
| 2894 |
"size_similarity": 0.957,
|
| 2895 |
"breadth_similarity": 1.0,
|
| 2896 |
"concentration_similarity": 1.0,
|
|
@@ -3563,7 +3563,7 @@
|
|
| 3563 |
46334
|
| 3564 |
],
|
| 3565 |
"representative_pr_number": 46019,
|
| 3566 |
-
"average_similarity": 0.
|
| 3567 |
"summary": "2 open PRs share weighted file overlap around `docs/source/en/continuous_batching.md`; representative PR #46019.",
|
| 3568 |
"shared_filenames": [
|
| 3569 |
"docs/source/en/continuous_batching.md"
|
|
@@ -3577,7 +3577,7 @@
|
|
| 3577 |
{
|
| 3578 |
"left_pr_number": 46019,
|
| 3579 |
"right_pr_number": 46334,
|
| 3580 |
-
"similarity": 0.
|
| 3581 |
"content_similarity": 0.758,
|
| 3582 |
"size_similarity": 0.273,
|
| 3583 |
"breadth_similarity": 1.0,
|
|
@@ -3851,7 +3851,7 @@
|
|
| 3851 |
"left_pr_number": 45932,
|
| 3852 |
"right_pr_number": 46174,
|
| 3853 |
"similarity": 0.596,
|
| 3854 |
-
"content_similarity": 0.
|
| 3855 |
"size_similarity": 0.248,
|
| 3856 |
"breadth_similarity": 0.679,
|
| 3857 |
"concentration_similarity": 0.916,
|
|
@@ -3927,7 +3927,7 @@
|
|
| 3927 |
46177
|
| 3928 |
],
|
| 3929 |
"representative_pr_number": 45541,
|
| 3930 |
-
"average_similarity": 0.
|
| 3931 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.",
|
| 3932 |
"shared_filenames": [
|
| 3933 |
"src/transformers/tokenization_utils_base.py"
|
|
@@ -3940,7 +3940,7 @@
|
|
| 3940 |
{
|
| 3941 |
"left_pr_number": 45541,
|
| 3942 |
"right_pr_number": 46177,
|
| 3943 |
-
"similarity": 0.
|
| 3944 |
"content_similarity": 0.437,
|
| 3945 |
"size_similarity": 0.519,
|
| 3946 |
"breadth_similarity": 1.0,
|
|
@@ -4611,6 +4611,41 @@
|
|
| 4611 |
}
|
| 4612 |
]
|
| 4613 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4614 |
{
|
| 4615 |
"cluster_id": "pr-scope-46099-2",
|
| 4616 |
"pr_numbers": [
|
|
@@ -4676,41 +4711,6 @@
|
|
| 4676 |
}
|
| 4677 |
]
|
| 4678 |
},
|
| 4679 |
-
{
|
| 4680 |
-
"cluster_id": "pr-scope-44606-2",
|
| 4681 |
-
"pr_numbers": [
|
| 4682 |
-
44606,
|
| 4683 |
-
45086
|
| 4684 |
-
],
|
| 4685 |
-
"representative_pr_number": 44606,
|
| 4686 |
-
"average_similarity": 0.41,
|
| 4687 |
-
"summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.",
|
| 4688 |
-
"shared_filenames": [
|
| 4689 |
-
"src/transformers/tokenization_utils_tokenizers.py"
|
| 4690 |
-
],
|
| 4691 |
-
"shared_directories": [
|
| 4692 |
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