Refresh transformers dataset snapshot 20260503T180031Z
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Notes:
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| 5805 |
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@@ -6989,6 +6989,73 @@
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new-contributors-report.md
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
-
- Snapshot: `
|
| 4 |
-
- Generated: `2026-05-
|
| 5 |
- Activity window: `60d`
|
| 6 |
- Contributors: `355`
|
| 7 |
|
|
@@ -56,7 +56,6 @@
|
|
| 56 |
| `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
|
| 57 |
| `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5413d | `2026-03-12T13:32:25Z` | 5 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 58 |
| `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
|
| 59 |
-
| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
|
| 60 |
| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
|
| 61 |
| `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 4 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 62 |
| `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
|
|
@@ -76,6 +75,7 @@
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|
| 76 |
| `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
|
| 77 |
| `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3339d | `2026-01-08T16:47:50Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 78 |
| `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2390d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos |
|
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| 79 |
| `xenova` | [profile](https://github.com/xenova) | no | MEMBER | 3317d | `2025-11-18T16:26:23Z` | 3 | 3 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 80 |
| `gabe-l-hart` | [profile](https://github.com/gabe-l-hart) | no | CONTRIBUTOR | 5242d | `2026-02-04T17:55:19Z` | 3 | 1 | strong | high | low | broad repo spread |
|
| 81 |
| `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
|
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@@ -92,6 +92,7 @@
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|
| 92 |
| `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 93 |
| `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 94 |
| `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
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|
| 95 |
| `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3919d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 96 |
| `ErenAta16` | [profile](https://github.com/ErenAta16) | no | FIRST_TIME_CONTRIBUTOR | 899d | `2026-03-27T13:43:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 97 |
| `ezylopx5` | [profile](https://github.com/ezylopx5) | no | FIRST_TIME_CONTRIBUTOR | 606d | `2026-04-01T19:25:12Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
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@@ -142,7 +143,6 @@
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| 142 |
| `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
|
| 143 |
| `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 144 |
| `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 145 |
-
| `leopold-tzafon` | [profile](https://github.com/leopold-tzafon) | no | CONTRIBUTOR | 451d | `2026-02-19T15:45:13Z` | 2 | 0 | strong | low | low | targets high-star repos |
|
| 146 |
| `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 147 |
| `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 148 |
| `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3479d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread |
|
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@@ -224,6 +224,7 @@
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| 224 |
| `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1730d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos |
|
| 225 |
| `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
|
| 226 |
| `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
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| 227 |
| `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5188d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 228 |
| `black-yt` | [profile](https://github.com/black-yt) | no | NONE | 1826d | `2026-03-10T01:52:18Z` | 1 | 0 | weak | low | low | — |
|
| 229 |
| `chandan11248` | [profile](https://github.com/chandan11248) | no | FIRST_TIME_CONTRIBUTOR | 728d | `2026-03-15T15:23:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
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@@ -234,8 +235,7 @@
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| 234 |
| `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
|
| 235 |
| `Defalt-Meh` | [profile](https://github.com/Defalt-Meh) | no | FIRST_TIME_CONTRIBUTOR | 662d | `2026-03-15T23:26:31Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 236 |
| `Desel72` | [profile](https://github.com/Desel72) | no | NONE | 4470d | `2026-03-11T13:03:19Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
| 237 |
-
| `
|
| 238 |
-
| `Dhruv908615` | [profile](https://github.com/Dhruv908615) | yes | FIRST_TIME_CONTRIBUTOR | 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 |
|
| 239 |
| `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
|
| 240 |
| `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 241 |
| `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3526d | `2026-04-02T19:05:35Z` | 1 | 0 | mixed | low | low | targets high-star repos |
|
|
@@ -568,12 +568,12 @@ Example artifacts:
|
|
| 568 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
|
| 569 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
|
| 570 |
- repo first seen: `2025-08-26T12:13:50Z`
|
| 571 |
-
- repo last seen: `2026-05-
|
| 572 |
- first seen in snapshot: **no**
|
| 573 |
- repo association: **MEMBER**
|
| 574 |
- repo primary artifacts: **43**
|
| 575 |
- snapshot authored PRs/issues: **42 PRs / 1 issues**
|
| 576 |
-
- snapshot discussion activity: **488 comments /
|
| 577 |
- account age: **1991 days**
|
| 578 |
- recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
|
| 579 |
- public orgs: none visible
|
|
@@ -1376,12 +1376,12 @@ Example artifacts:
|
|
| 1376 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajuliendenize)
|
| 1377 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajuliendenize)
|
| 1378 |
- repo first seen: `2026-03-13T10:24:11Z`
|
| 1379 |
-
- repo last seen: `2026-05-
|
| 1380 |
- first seen in snapshot: **no**
|
| 1381 |
- repo association: **CONTRIBUTOR**
|
| 1382 |
- repo primary artifacts: **5**
|
| 1383 |
- snapshot authored PRs/issues: **5 PRs / 0 issues**
|
| 1384 |
-
- snapshot discussion activity: **5 comments /
|
| 1385 |
- account age: **2852 days**
|
| 1386 |
- recent public PR activity: **26 PRs** (20 merged / 5 closed-unmerged / 1 open; merged rate **77%**, closed-unmerged rate **19%**, open rate **4%**)
|
| 1387 |
- public orgs: none visible
|
|
@@ -1389,7 +1389,7 @@ Example artifacts:
|
|
| 1389 |
- heuristic read: **high recent PR volume; targets high-star repos**
|
| 1390 |
|
| 1391 |
Example artifacts:
|
| 1392 |
-
- [PR #45744: [MINISTRAL3] Fix conversion script yarn's apply_scale support.](https://github.com/huggingface/transformers/pull/45744) —
|
| 1393 |
- [PR #45628: [MistralCommonBackend] Soften validation mode and apply_chat_template arguments check](https://github.com/huggingface/transformers/pull/45628) — closed, merged
|
| 1394 |
- [PR #44760: Add Mistral 4](https://github.com/huggingface/transformers/pull/44760) — closed, merged
|
| 1395 |
|
|
@@ -1488,32 +1488,6 @@ Example artifacts:
|
|
| 1488 |
- [Issue #44742: [Neuron] Static-shape generation loop for compilation-friendly inference](https://github.com/huggingface/transformers/issues/44742) — open
|
| 1489 |
- [Issue #44741: [Neuron] Improve transformers compatibility with AWS Neuron devices](https://github.com/huggingface/transformers/issues/44741) — closed
|
| 1490 |
|
| 1491 |
-
### `jw9603`
|
| 1492 |
-
|
| 1493 |
-
- profile: [github.com/jw9603](https://github.com/jw9603)
|
| 1494 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajw9603)
|
| 1495 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajw9603)
|
| 1496 |
-
- repo first seen: `2026-03-04T00:51:26Z`
|
| 1497 |
-
- repo last seen: `2026-04-30T13:08:23Z`
|
| 1498 |
-
- first seen in snapshot: **no**
|
| 1499 |
-
- repo association: **CONTRIBUTOR**
|
| 1500 |
-
- repo primary artifacts: **7**
|
| 1501 |
-
- snapshot authored PRs/issues: **4 PRs / 3 issues**
|
| 1502 |
-
- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
|
| 1503 |
-
- account age: **2050 days**
|
| 1504 |
-
- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
|
| 1505 |
-
- public orgs: none visible
|
| 1506 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 1507 |
-
- heuristic read: **targets high-star repos**
|
| 1508 |
-
|
| 1509 |
-
Example artifacts:
|
| 1510 |
-
- [PR #45722: Remove dead beam-search dummies from dummy_pt_objects.py](https://github.com/huggingface/transformers/pull/45722) — closed, merged
|
| 1511 |
-
- [PR #45486: fix: return empty tuple from import_protobuf_decode_error when protobuf is unavailable](https://github.com/huggingface/transformers/pull/45486) — closed, merged
|
| 1512 |
-
- [PR #44436: Fix continuous batching for multimodal models](https://github.com/huggingface/transformers/pull/44436) — closed, merged
|
| 1513 |
-
- [Issue #45712: Six leftover dummy classes in `dummy_pt_objects.py` fail `check_repo.py` and leak into `dir(transformers)` without torch](https://github.com/huggingface/transformers/issues/45712) — closed
|
| 1514 |
-
- [Issue #45459: `except import_protobuf_decode_error()` hides real tokenizer errors when protobuf isn't installed](https://github.com/huggingface/transformers/issues/45459) — closed
|
| 1515 |
-
- [Issue #44423: [Bug] `transformers serve --continuous-batching` crashes with multimodal models (Qwen3.5) — AttributeError: 'str' object has no attribute 'to'](https://github.com/huggingface/transformers/issues/44423) — closed
|
| 1516 |
-
|
| 1517 |
### `KoichiYasuoka`
|
| 1518 |
|
| 1519 |
- profile: [github.com/KoichiYasuoka](https://github.com/KoichiYasuoka)
|
|
@@ -1962,6 +1936,32 @@ Example artifacts:
|
|
| 1962 |
- [Issue #44512: Docs still mention transformers run command which was removed in v5](https://github.com/huggingface/transformers/issues/44512) — closed
|
| 1963 |
- [Issue #44509: Docs still mention text2text-generation / summarization / translation pipeline tasks which were removed in v5](https://github.com/huggingface/transformers/issues/44509) — closed
|
| 1964 |
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|
| 1965 |
### `xenova`
|
| 1966 |
|
| 1967 |
- profile: [github.com/xenova](https://github.com/xenova)
|
|
@@ -2325,6 +2325,28 @@ Example artifacts:
|
|
| 2325 |
- [PR #45298: Add new qwen2 5 vl](https://github.com/huggingface/transformers/pull/45298) — closed
|
| 2326 |
- [PR #45291: First pull request](https://github.com/huggingface/transformers/pull/45291) — closed
|
| 2327 |
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|
| 2328 |
### `eladsegal`
|
| 2329 |
|
| 2330 |
- profile: [github.com/eladsegal](https://github.com/eladsegal)
|
|
@@ -3435,28 +3457,6 @@ Example artifacts:
|
|
| 3435 |
- [PR #45367: Add dtype config options for Four Over Six](https://github.com/huggingface/transformers/pull/45367) — closed, merged
|
| 3436 |
- [PR #43970: Add Four Over Six quantization integration](https://github.com/huggingface/transformers/pull/43970) — closed, merged
|
| 3437 |
|
| 3438 |
-
### `leopold-tzafon`
|
| 3439 |
-
|
| 3440 |
-
- profile: [github.com/leopold-tzafon](https://github.com/leopold-tzafon)
|
| 3441 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aleopold-tzafon)
|
| 3442 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aleopold-tzafon)
|
| 3443 |
-
- repo first seen: `2026-02-19T15:45:13Z`
|
| 3444 |
-
- repo last seen: `2026-03-11T20:38:14Z`
|
| 3445 |
-
- first seen in snapshot: **no**
|
| 3446 |
-
- repo association: **CONTRIBUTOR**
|
| 3447 |
-
- repo primary artifacts: **2**
|
| 3448 |
-
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 3449 |
-
- snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
|
| 3450 |
-
- account age: **451 days**
|
| 3451 |
-
- recent public PR activity: **4 PRs** (4 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
|
| 3452 |
-
- public orgs: none visible
|
| 3453 |
-
- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
|
| 3454 |
-
- heuristic read: **targets high-star repos**
|
| 3455 |
-
|
| 3456 |
-
Example artifacts:
|
| 3457 |
-
- [PR #44433: fix: raise error if mm_token_type_ids not supplied ](https://github.com/huggingface/transformers/pull/44433) — closed, merged
|
| 3458 |
-
- [PR #44158: fix bug with position_ids on qwen3-vl models, such that position_ids include text position](https://github.com/huggingface/transformers/pull/44158) — closed, merged
|
| 3459 |
-
|
| 3460 |
### `mitre88`
|
| 3461 |
|
| 3462 |
- profile: [github.com/mitre88](https://github.com/mitre88)
|
|
@@ -5220,6 +5220,27 @@ Example artifacts:
|
|
| 5220 |
Example artifacts:
|
| 5221 |
- [PR #45540: Fix cross-attention cache layer type for T5Gemma2 long inputs](https://github.com/huggingface/transformers/pull/45540) — open
|
| 5222 |
|
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|
| 5223 |
### `bensons`
|
| 5224 |
|
| 5225 |
- profile: [github.com/bensons](https://github.com/bensons)
|
|
@@ -5430,27 +5451,6 @@ Example artifacts:
|
|
| 5430 |
Example artifacts:
|
| 5431 |
- [PR #44596: Fix TypeError when loading float8 models by falling back to bfloat16 in local_torch_dtype](https://github.com/huggingface/transformers/pull/44596) — closed
|
| 5432 |
|
| 5433 |
-
### `dhruv7477`
|
| 5434 |
-
|
| 5435 |
-
- profile: [github.com/dhruv7477](https://github.com/dhruv7477)
|
| 5436 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adhruv7477)
|
| 5437 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adhruv7477)
|
| 5438 |
-
- repo first seen: `2026-04-29T09:34:56Z`
|
| 5439 |
-
- repo last seen: `2026-04-29T09:34:56Z`
|
| 5440 |
-
- first seen in snapshot: **no**
|
| 5441 |
-
- repo association: **NONE**
|
| 5442 |
-
- repo primary artifacts: **1**
|
| 5443 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5444 |
-
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 5445 |
-
- account age: **1579 days**
|
| 5446 |
-
- recent public PR activity: **6 PRs** (1 merged / 3 closed-unmerged / 2 open; merged rate **17%**, closed-unmerged rate **50%**, open rate **33%**)
|
| 5447 |
-
- public orgs: none visible
|
| 5448 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 5449 |
-
- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
|
| 5450 |
-
|
| 5451 |
-
Example artifacts:
|
| 5452 |
-
- [PR #45700: Add docstrings to type validator functions](https://github.com/huggingface/transformers/pull/45700) — closed
|
| 5453 |
-
|
| 5454 |
### `Dhruv908615`
|
| 5455 |
|
| 5456 |
- profile: [github.com/Dhruv908615](https://github.com/Dhruv908615)
|
|
@@ -5458,7 +5458,7 @@ Example artifacts:
|
|
| 5458 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADhruv908615)
|
| 5459 |
- repo first seen: `2026-05-03T06:02:43Z`
|
| 5460 |
- repo last seen: `2026-05-03T08:47:02Z`
|
| 5461 |
-
- first seen in snapshot: **
|
| 5462 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 5463 |
- repo primary artifacts: **1**
|
| 5464 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260503T180031Z`
|
| 4 |
+
- Generated: `2026-05-03T18:00:54Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
- Contributors: `355`
|
| 7 |
|
|
|
|
| 56 |
| `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
|
| 57 |
| `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5413d | `2026-03-12T13:32:25Z` | 5 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 58 |
| `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
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|
|
|
| 59 |
| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
|
| 60 |
| `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 4 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 61 |
| `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
|
|
|
|
| 75 |
| `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
|
| 76 |
| `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3339d | `2026-01-08T16:47:50Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 77 |
| `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2390d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos |
|
| 78 |
+
| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
|
| 79 |
| `xenova` | [profile](https://github.com/xenova) | no | MEMBER | 3317d | `2025-11-18T16:26:23Z` | 3 | 3 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 80 |
| `gabe-l-hart` | [profile](https://github.com/gabe-l-hart) | no | CONTRIBUTOR | 5242d | `2026-02-04T17:55:19Z` | 3 | 1 | strong | high | low | broad repo spread |
|
| 81 |
| `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
|
|
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|
| 92 |
| `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 93 |
| `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 94 |
| `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 95 |
+
| `dhruv7477` | [profile](https://github.com/dhruv7477) | no | FIRST_TIME_CONTRIBUTOR | 1579d | `2026-04-29T09:34:56Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 96 |
| `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3919d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 97 |
| `ErenAta16` | [profile](https://github.com/ErenAta16) | no | FIRST_TIME_CONTRIBUTOR | 899d | `2026-03-27T13:43:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 98 |
| `ezylopx5` | [profile](https://github.com/ezylopx5) | no | FIRST_TIME_CONTRIBUTOR | 606d | `2026-04-01T19:25:12Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
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|
| 143 |
| `burtenshaw` | [profile](https://github.com/burtenshaw) | no | MEMBER | 3611d | `2026-03-03T11:35:13Z` | 2 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
|
| 144 |
| `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 145 |
| `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 146 |
| `mitre88` | [profile](https://github.com/mitre88) | no | CONTRIBUTOR | 3202d | `2026-03-04T00:42:43Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 147 |
| `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 148 |
| `tyler-romero` | [profile](https://github.com/tyler-romero) | no | CONTRIBUTOR | 3479d | `2026-02-10T18:34:03Z` | 2 | 0 | mixed | high | low | broad repo spread |
|
|
|
|
| 224 |
| `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1730d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos |
|
| 225 |
| `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
|
| 226 |
| `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 227 |
+
| `belamaran96-coder` | [profile](https://github.com/belamaran96-coder) | yes | FIRST_TIME_CONTRIBUTOR | 288d | `2026-05-03T16:53:02Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 228 |
| `bensons` | [profile](https://github.com/bensons) | no | FIRST_TIME_CONTRIBUTOR | 5188d | `2026-03-17T04:59:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 229 |
| `black-yt` | [profile](https://github.com/black-yt) | no | NONE | 1826d | `2026-03-10T01:52:18Z` | 1 | 0 | weak | low | low | — |
|
| 230 |
| `chandan11248` | [profile](https://github.com/chandan11248) | no | FIRST_TIME_CONTRIBUTOR | 728d | `2026-03-15T15:23:33Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 235 |
| `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
|
| 236 |
| `Defalt-Meh` | [profile](https://github.com/Defalt-Meh) | no | FIRST_TIME_CONTRIBUTOR | 662d | `2026-03-15T23:26:31Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 237 |
| `Desel72` | [profile](https://github.com/Desel72) | no | NONE | 4470d | `2026-03-11T13:03:19Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
| 238 |
+
| `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | FIRST_TIME_CONTRIBUTOR | 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 |
|
|
|
|
| 239 |
| `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
|
| 240 |
| `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 241 |
| `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3526d | `2026-04-02T19:05:35Z` | 1 | 0 | mixed | low | low | targets high-star repos |
|
|
|
|
| 568 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
|
| 569 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
|
| 570 |
- repo first seen: `2025-08-26T12:13:50Z`
|
| 571 |
+
- repo last seen: `2026-05-03T17:50:07Z`
|
| 572 |
- first seen in snapshot: **no**
|
| 573 |
- repo association: **MEMBER**
|
| 574 |
- repo primary artifacts: **43**
|
| 575 |
- snapshot authored PRs/issues: **42 PRs / 1 issues**
|
| 576 |
+
- snapshot discussion activity: **488 comments / 844 reviews / 3594 review comments**
|
| 577 |
- account age: **1991 days**
|
| 578 |
- recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
|
| 579 |
- public orgs: none visible
|
|
|
|
| 1376 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajuliendenize)
|
| 1377 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajuliendenize)
|
| 1378 |
- repo first seen: `2026-03-13T10:24:11Z`
|
| 1379 |
+
- repo last seen: `2026-05-03T17:40:06Z`
|
| 1380 |
- first seen in snapshot: **no**
|
| 1381 |
- repo association: **CONTRIBUTOR**
|
| 1382 |
- repo primary artifacts: **5**
|
| 1383 |
- snapshot authored PRs/issues: **5 PRs / 0 issues**
|
| 1384 |
+
- snapshot discussion activity: **5 comments / 4 reviews / 4 review comments**
|
| 1385 |
- account age: **2852 days**
|
| 1386 |
- recent public PR activity: **26 PRs** (20 merged / 5 closed-unmerged / 1 open; merged rate **77%**, closed-unmerged rate **19%**, open rate **4%**)
|
| 1387 |
- public orgs: none visible
|
|
|
|
| 1389 |
- heuristic read: **high recent PR volume; targets high-star repos**
|
| 1390 |
|
| 1391 |
Example artifacts:
|
| 1392 |
+
- [PR #45744: [MINISTRAL3] Fix conversion script yarn's apply_scale support.](https://github.com/huggingface/transformers/pull/45744) — closed, merged
|
| 1393 |
- [PR #45628: [MistralCommonBackend] Soften validation mode and apply_chat_template arguments check](https://github.com/huggingface/transformers/pull/45628) — closed, merged
|
| 1394 |
- [PR #44760: Add Mistral 4](https://github.com/huggingface/transformers/pull/44760) — closed, merged
|
| 1395 |
|
|
|
|
| 1488 |
- [Issue #44742: [Neuron] Static-shape generation loop for compilation-friendly inference](https://github.com/huggingface/transformers/issues/44742) — open
|
| 1489 |
- [Issue #44741: [Neuron] Improve transformers compatibility with AWS Neuron devices](https://github.com/huggingface/transformers/issues/44741) — closed
|
| 1490 |
|
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|
| 1491 |
### `KoichiYasuoka`
|
| 1492 |
|
| 1493 |
- profile: [github.com/KoichiYasuoka](https://github.com/KoichiYasuoka)
|
|
|
|
| 1936 |
- [Issue #44512: Docs still mention transformers run command which was removed in v5](https://github.com/huggingface/transformers/issues/44512) — closed
|
| 1937 |
- [Issue #44509: Docs still mention text2text-generation / summarization / translation pipeline tasks which were removed in v5](https://github.com/huggingface/transformers/issues/44509) — closed
|
| 1938 |
|
| 1939 |
+
### `jw9603`
|
| 1940 |
+
|
| 1941 |
+
- profile: [github.com/jw9603](https://github.com/jw9603)
|
| 1942 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajw9603)
|
| 1943 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajw9603)
|
| 1944 |
+
- repo first seen: `2026-03-04T00:51:26Z`
|
| 1945 |
+
- repo last seen: `2026-04-30T13:08:23Z`
|
| 1946 |
+
- first seen in snapshot: **no**
|
| 1947 |
+
- repo association: **CONTRIBUTOR**
|
| 1948 |
+
- repo primary artifacts: **7**
|
| 1949 |
+
- snapshot authored PRs/issues: **4 PRs / 3 issues**
|
| 1950 |
+
- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
|
| 1951 |
+
- account age: **2050 days**
|
| 1952 |
+
- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
|
| 1953 |
+
- public orgs: none visible
|
| 1954 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 1955 |
+
- heuristic read: **targets high-star repos**
|
| 1956 |
+
|
| 1957 |
+
Example artifacts:
|
| 1958 |
+
- [PR #45722: Remove dead beam-search dummies from dummy_pt_objects.py](https://github.com/huggingface/transformers/pull/45722) — closed, merged
|
| 1959 |
+
- [PR #45486: fix: return empty tuple from import_protobuf_decode_error when protobuf is unavailable](https://github.com/huggingface/transformers/pull/45486) — closed, merged
|
| 1960 |
+
- [PR #44436: Fix continuous batching for multimodal models](https://github.com/huggingface/transformers/pull/44436) — closed, merged
|
| 1961 |
+
- [Issue #45712: Six leftover dummy classes in `dummy_pt_objects.py` fail `check_repo.py` and leak into `dir(transformers)` without torch](https://github.com/huggingface/transformers/issues/45712) — closed
|
| 1962 |
+
- [Issue #45459: `except import_protobuf_decode_error()` hides real tokenizer errors when protobuf isn't installed](https://github.com/huggingface/transformers/issues/45459) — closed
|
| 1963 |
+
- [Issue #44423: [Bug] `transformers serve --continuous-batching` crashes with multimodal models (Qwen3.5) — AttributeError: 'str' object has no attribute 'to'](https://github.com/huggingface/transformers/issues/44423) — closed
|
| 1964 |
+
|
| 1965 |
### `xenova`
|
| 1966 |
|
| 1967 |
- profile: [github.com/xenova](https://github.com/xenova)
|
|
|
|
| 2325 |
- [PR #45298: Add new qwen2 5 vl](https://github.com/huggingface/transformers/pull/45298) — closed
|
| 2326 |
- [PR #45291: First pull request](https://github.com/huggingface/transformers/pull/45291) — closed
|
| 2327 |
|
| 2328 |
+
### `dhruv7477`
|
| 2329 |
+
|
| 2330 |
+
- profile: [github.com/dhruv7477](https://github.com/dhruv7477)
|
| 2331 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adhruv7477)
|
| 2332 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adhruv7477)
|
| 2333 |
+
- repo first seen: `2026-04-29T09:34:56Z`
|
| 2334 |
+
- repo last seen: `2026-05-03T13:55:42Z`
|
| 2335 |
+
- first seen in snapshot: **no**
|
| 2336 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2337 |
+
- repo primary artifacts: **2**
|
| 2338 |
+
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 2339 |
+
- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
|
| 2340 |
+
- account age: **1579 days**
|
| 2341 |
+
- recent public PR activity: **6 PRs** (1 merged / 3 closed-unmerged / 2 open; merged rate **17%**, closed-unmerged rate **50%**, open rate **33%**)
|
| 2342 |
+
- public orgs: none visible
|
| 2343 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 2344 |
+
- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
|
| 2345 |
+
|
| 2346 |
+
Example artifacts:
|
| 2347 |
+
- [PR #45752: Fix unhandled exception noise from background safetensors conversion thread](https://github.com/huggingface/transformers/pull/45752) — open
|
| 2348 |
+
- [PR #45700: Add docstrings to type validator functions](https://github.com/huggingface/transformers/pull/45700) — closed
|
| 2349 |
+
|
| 2350 |
### `eladsegal`
|
| 2351 |
|
| 2352 |
- profile: [github.com/eladsegal](https://github.com/eladsegal)
|
|
|
|
| 3457 |
- [PR #45367: Add dtype config options for Four Over Six](https://github.com/huggingface/transformers/pull/45367) — closed, merged
|
| 3458 |
- [PR #43970: Add Four Over Six quantization integration](https://github.com/huggingface/transformers/pull/43970) — closed, merged
|
| 3459 |
|
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|
| 3460 |
### `mitre88`
|
| 3461 |
|
| 3462 |
- profile: [github.com/mitre88](https://github.com/mitre88)
|
|
|
|
| 5220 |
Example artifacts:
|
| 5221 |
- [PR #45540: Fix cross-attention cache layer type for T5Gemma2 long inputs](https://github.com/huggingface/transformers/pull/45540) — open
|
| 5222 |
|
| 5223 |
+
### `belamaran96-coder`
|
| 5224 |
+
|
| 5225 |
+
- profile: [github.com/belamaran96-coder](https://github.com/belamaran96-coder)
|
| 5226 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abelamaran96-coder)
|
| 5227 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abelamaran96-coder)
|
| 5228 |
+
- repo first seen: `2026-05-03T16:53:02Z`
|
| 5229 |
+
- repo last seen: `2026-05-03T17:26:18Z`
|
| 5230 |
+
- first seen in snapshot: **yes**
|
| 5231 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 5232 |
+
- repo primary artifacts: **1**
|
| 5233 |
+
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5234 |
+
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 5235 |
+
- account age: **288 days**
|
| 5236 |
+
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 5237 |
+
- public orgs: none visible
|
| 5238 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 5239 |
+
- heuristic read: **young account; high open PR share; targets high-star repos**
|
| 5240 |
+
|
| 5241 |
+
Example artifacts:
|
| 5242 |
+
- [PR #45754: Fix mps device check for moe histogram routing](https://github.com/huggingface/transformers/pull/45754) — open
|
| 5243 |
+
|
| 5244 |
### `bensons`
|
| 5245 |
|
| 5246 |
- profile: [github.com/bensons](https://github.com/bensons)
|
|
|
|
| 5451 |
Example artifacts:
|
| 5452 |
- [PR #44596: Fix TypeError when loading float8 models by falling back to bfloat16 in local_torch_dtype](https://github.com/huggingface/transformers/pull/44596) — closed
|
| 5453 |
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|
|
|
|
| 5454 |
### `Dhruv908615`
|
| 5455 |
|
| 5456 |
- profile: [github.com/Dhruv908615](https://github.com/Dhruv908615)
|
|
|
|
| 5458 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADhruv908615)
|
| 5459 |
- repo first seen: `2026-05-03T06:02:43Z`
|
| 5460 |
- repo last seen: `2026-05-03T08:47:02Z`
|
| 5461 |
+
- first seen in snapshot: **no**
|
| 5462 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 5463 |
- repo primary artifacts: **1**
|
| 5464 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
new_contributors.parquet
CHANGED
|
@@ -1,3 +1,3 @@
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|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
+
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|
| 3 |
+
size 63270
|
pr-scope-clusters.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
-
"snapshot_id": "
|
| 4 |
-
"generated_at": "2026-05-
|
| 5 |
"cluster_count": 48,
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
|
@@ -62,7 +62,7 @@
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|
| 62 |
"left_pr_number": 43651,
|
| 63 |
"right_pr_number": 43663,
|
| 64 |
"similarity": 0.538,
|
| 65 |
-
"content_similarity": 0.
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| 66 |
"size_similarity": 0.72,
|
| 67 |
"breadth_similarity": 1.0,
|
| 68 |
"concentration_similarity": 1.0,
|
|
@@ -77,7 +77,7 @@
|
|
| 77 |
{
|
| 78 |
"left_pr_number": 43651,
|
| 79 |
"right_pr_number": 45067,
|
| 80 |
-
"similarity": 0.
|
| 81 |
"content_similarity": 0.361,
|
| 82 |
"size_similarity": 0.72,
|
| 83 |
"breadth_similarity": 1.0,
|
|
@@ -157,7 +157,7 @@
|
|
| 157 |
{
|
| 158 |
"left_pr_number": 44189,
|
| 159 |
"right_pr_number": 44660,
|
| 160 |
-
"similarity": 0.
|
| 161 |
"content_similarity": 0.299,
|
| 162 |
"size_similarity": 0.667,
|
| 163 |
"breadth_similarity": 1.0,
|
|
@@ -173,7 +173,7 @@
|
|
| 173 |
{
|
| 174 |
"left_pr_number": 43636,
|
| 175 |
"right_pr_number": 43663,
|
| 176 |
-
"similarity": 0.
|
| 177 |
"content_similarity": 0.344,
|
| 178 |
"size_similarity": 0.44,
|
| 179 |
"breadth_similarity": 1.0,
|
|
@@ -206,7 +206,7 @@
|
|
| 206 |
"left_pr_number": 44189,
|
| 207 |
"right_pr_number": 45055,
|
| 208 |
"similarity": 0.437,
|
| 209 |
-
"content_similarity": 0.
|
| 210 |
"size_similarity": 0.75,
|
| 211 |
"breadth_similarity": 1.0,
|
| 212 |
"concentration_similarity": 1.0,
|
|
@@ -493,7 +493,7 @@
|
|
| 493 |
{
|
| 494 |
"left_pr_number": 44189,
|
| 495 |
"right_pr_number": 45273,
|
| 496 |
-
"similarity": 0.
|
| 497 |
"content_similarity": 0.222,
|
| 498 |
"size_similarity": 0.5,
|
| 499 |
"breadth_similarity": 1.0,
|
|
@@ -1243,7 +1243,7 @@
|
|
| 1243 |
"left_pr_number": 45568,
|
| 1244 |
"right_pr_number": 45716,
|
| 1245 |
"similarity": 0.561,
|
| 1246 |
-
"content_similarity": 0.
|
| 1247 |
"size_similarity": 0.945,
|
| 1248 |
"breadth_similarity": 1.0,
|
| 1249 |
"concentration_similarity": 0.915,
|
|
@@ -1444,7 +1444,7 @@
|
|
| 1444 |
"left_pr_number": 45421,
|
| 1445 |
"right_pr_number": 45661,
|
| 1446 |
"similarity": 0.288,
|
| 1447 |
-
"content_similarity": 0.
|
| 1448 |
"size_similarity": 0.588,
|
| 1449 |
"breadth_similarity": 0.246,
|
| 1450 |
"concentration_similarity": 0.831,
|
|
@@ -1470,7 +1470,7 @@
|
|
| 1470 |
45655
|
| 1471 |
],
|
| 1472 |
"representative_pr_number": 45342,
|
| 1473 |
-
"average_similarity": 0.
|
| 1474 |
"summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45342.",
|
| 1475 |
"shared_filenames": [
|
| 1476 |
"src/transformers/modeling_utils.py"
|
|
@@ -1480,8 +1480,8 @@
|
|
| 1480 |
{
|
| 1481 |
"left_pr_number": 45342,
|
| 1482 |
"right_pr_number": 45655,
|
| 1483 |
-
"similarity": 0.
|
| 1484 |
-
"content_similarity": 0.
|
| 1485 |
"size_similarity": 0.889,
|
| 1486 |
"breadth_similarity": 1.0,
|
| 1487 |
"concentration_similarity": 1.0,
|
|
@@ -1496,8 +1496,8 @@
|
|
| 1496 |
{
|
| 1497 |
"left_pr_number": 45342,
|
| 1498 |
"right_pr_number": 45649,
|
| 1499 |
-
"similarity": 0.
|
| 1500 |
-
"content_similarity": 0.
|
| 1501 |
"size_similarity": 0.625,
|
| 1502 |
"breadth_similarity": 1.0,
|
| 1503 |
"concentration_similarity": 1.0,
|
|
@@ -1512,8 +1512,8 @@
|
|
| 1512 |
{
|
| 1513 |
"left_pr_number": 45649,
|
| 1514 |
"right_pr_number": 45655,
|
| 1515 |
-
"similarity": 0.
|
| 1516 |
-
"content_similarity": 0.
|
| 1517 |
"size_similarity": 0.556,
|
| 1518 |
"breadth_similarity": 1.0,
|
| 1519 |
"concentration_similarity": 1.0,
|
|
@@ -1528,8 +1528,8 @@
|
|
| 1528 |
{
|
| 1529 |
"left_pr_number": 45548,
|
| 1530 |
"right_pr_number": 45649,
|
| 1531 |
-
"similarity": 0.
|
| 1532 |
-
"content_similarity": 0.
|
| 1533 |
"size_similarity": 0.106,
|
| 1534 |
"breadth_similarity": 0.75,
|
| 1535 |
"concentration_similarity": 1.0,
|
|
@@ -1544,8 +1544,8 @@
|
|
| 1544 |
{
|
| 1545 |
"left_pr_number": 45342,
|
| 1546 |
"right_pr_number": 45548,
|
| 1547 |
-
"similarity": 0.
|
| 1548 |
-
"content_similarity": 0.
|
| 1549 |
"size_similarity": 0.17,
|
| 1550 |
"breadth_similarity": 0.75,
|
| 1551 |
"concentration_similarity": 1.0,
|
|
@@ -1560,8 +1560,8 @@
|
|
| 1560 |
{
|
| 1561 |
"left_pr_number": 45548,
|
| 1562 |
"right_pr_number": 45655,
|
| 1563 |
-
"similarity": 0.
|
| 1564 |
-
"content_similarity": 0.
|
| 1565 |
"size_similarity": 0.191,
|
| 1566 |
"breadth_similarity": 0.75,
|
| 1567 |
"concentration_similarity": 1.0,
|
|
@@ -1575,6 +1575,130 @@
|
|
| 1575 |
}
|
| 1576 |
]
|
| 1577 |
},
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
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|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
| 1578 |
{
|
| 1579 |
"cluster_id": "pr-scope-44066-3",
|
| 1580 |
"pr_numbers": [
|
|
@@ -1583,7 +1707,7 @@
|
|
| 1583 |
44722
|
| 1584 |
],
|
| 1585 |
"representative_pr_number": 44722,
|
| 1586 |
-
"average_similarity": 0.
|
| 1587 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/models/gptj/modeling_gptj.py`, `src/transformers/models/codegen/modeling_codegen.py`; representative PR #44722.",
|
| 1588 |
"shared_filenames": [
|
| 1589 |
"src/transformers/models/gptj/modeling_gptj.py",
|
|
@@ -1675,7 +1799,7 @@
|
|
| 1675 |
"left_pr_number": 44059,
|
| 1676 |
"right_pr_number": 44676,
|
| 1677 |
"similarity": 0.675,
|
| 1678 |
-
"content_similarity": 0.
|
| 1679 |
"size_similarity": 0.062,
|
| 1680 |
"breadth_similarity": 1.0,
|
| 1681 |
"concentration_similarity": 1.0,
|
|
@@ -1955,7 +2079,7 @@
|
|
| 1955 |
"left_pr_number": 43997,
|
| 1956 |
"right_pr_number": 44019,
|
| 1957 |
"similarity": 0.267,
|
| 1958 |
-
"content_similarity": 0.
|
| 1959 |
"size_similarity": 0.722,
|
| 1960 |
"breadth_similarity": 1.0,
|
| 1961 |
"concentration_similarity": 1.0,
|
|
@@ -2220,7 +2344,7 @@
|
|
| 2220 |
"left_pr_number": 44615,
|
| 2221 |
"right_pr_number": 45524,
|
| 2222 |
"similarity": 0.421,
|
| 2223 |
-
"content_similarity": 0.
|
| 2224 |
"size_similarity": 0.229,
|
| 2225 |
"breadth_similarity": 1.0,
|
| 2226 |
"concentration_similarity": 1.0,
|
|
@@ -2970,7 +3094,7 @@
|
|
| 2970 |
"left_pr_number": 43779,
|
| 2971 |
"right_pr_number": 43816,
|
| 2972 |
"similarity": 0.665,
|
| 2973 |
-
"content_similarity": 0.
|
| 2974 |
"size_similarity": 0.25,
|
| 2975 |
"breadth_similarity": 1.0,
|
| 2976 |
"concentration_similarity": 1.0,
|
|
@@ -3063,41 +3187,6 @@
|
|
| 3063 |
}
|
| 3064 |
]
|
| 3065 |
},
|
| 3066 |
-
{
|
| 3067 |
-
"cluster_id": "pr-scope-43833-2",
|
| 3068 |
-
"pr_numbers": [
|
| 3069 |
-
43833,
|
| 3070 |
-
45687
|
| 3071 |
-
],
|
| 3072 |
-
"representative_pr_number": 43833,
|
| 3073 |
-
"average_similarity": 0.559,
|
| 3074 |
-
"summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/moe.py`; representative PR #43833.",
|
| 3075 |
-
"shared_filenames": [
|
| 3076 |
-
"src/transformers/integrations/moe.py"
|
| 3077 |
-
],
|
| 3078 |
-
"shared_directories": [
|
| 3079 |
-
"src/transformers/integrations"
|
| 3080 |
-
],
|
| 3081 |
-
"pairwise": [
|
| 3082 |
-
{
|
| 3083 |
-
"left_pr_number": 43833,
|
| 3084 |
-
"right_pr_number": 45687,
|
| 3085 |
-
"similarity": 0.559,
|
| 3086 |
-
"content_similarity": 0.413,
|
| 3087 |
-
"size_similarity": 0.8,
|
| 3088 |
-
"breadth_similarity": 1.0,
|
| 3089 |
-
"concentration_similarity": 1.0,
|
| 3090 |
-
"shared_filenames": [
|
| 3091 |
-
"src/transformers/integrations/moe.py"
|
| 3092 |
-
],
|
| 3093 |
-
"shared_directories": [
|
| 3094 |
-
"src/transformers/integrations",
|
| 3095 |
-
"src/transformers",
|
| 3096 |
-
"src"
|
| 3097 |
-
]
|
| 3098 |
-
}
|
| 3099 |
-
]
|
| 3100 |
-
},
|
| 3101 |
{
|
| 3102 |
"cluster_id": "pr-scope-43532-2",
|
| 3103 |
"pr_numbers": [
|
|
|
|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
+
"snapshot_id": "20260503T180031Z",
|
| 4 |
+
"generated_at": "2026-05-03T18:00:52Z",
|
| 5 |
"cluster_count": 48,
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
|
|
|
| 62 |
"left_pr_number": 43651,
|
| 63 |
"right_pr_number": 43663,
|
| 64 |
"similarity": 0.538,
|
| 65 |
+
"content_similarity": 0.401,
|
| 66 |
"size_similarity": 0.72,
|
| 67 |
"breadth_similarity": 1.0,
|
| 68 |
"concentration_similarity": 1.0,
|
|
|
|
| 77 |
{
|
| 78 |
"left_pr_number": 43651,
|
| 79 |
"right_pr_number": 45067,
|
| 80 |
+
"similarity": 0.511,
|
| 81 |
"content_similarity": 0.361,
|
| 82 |
"size_similarity": 0.72,
|
| 83 |
"breadth_similarity": 1.0,
|
|
|
|
| 157 |
{
|
| 158 |
"left_pr_number": 44189,
|
| 159 |
"right_pr_number": 44660,
|
| 160 |
+
"similarity": 0.46,
|
| 161 |
"content_similarity": 0.299,
|
| 162 |
"size_similarity": 0.667,
|
| 163 |
"breadth_similarity": 1.0,
|
|
|
|
| 173 |
{
|
| 174 |
"left_pr_number": 43636,
|
| 175 |
"right_pr_number": 43663,
|
| 176 |
+
"similarity": 0.457,
|
| 177 |
"content_similarity": 0.344,
|
| 178 |
"size_similarity": 0.44,
|
| 179 |
"breadth_similarity": 1.0,
|
|
|
|
| 206 |
"left_pr_number": 44189,
|
| 207 |
"right_pr_number": 45055,
|
| 208 |
"similarity": 0.437,
|
| 209 |
+
"content_similarity": 0.25,
|
| 210 |
"size_similarity": 0.75,
|
| 211 |
"breadth_similarity": 1.0,
|
| 212 |
"concentration_similarity": 1.0,
|
|
|
|
| 493 |
{
|
| 494 |
"left_pr_number": 44189,
|
| 495 |
"right_pr_number": 45273,
|
| 496 |
+
"similarity": 0.381,
|
| 497 |
"content_similarity": 0.222,
|
| 498 |
"size_similarity": 0.5,
|
| 499 |
"breadth_similarity": 1.0,
|
|
|
|
| 1243 |
"left_pr_number": 45568,
|
| 1244 |
"right_pr_number": 45716,
|
| 1245 |
"similarity": 0.561,
|
| 1246 |
+
"content_similarity": 0.391,
|
| 1247 |
"size_similarity": 0.945,
|
| 1248 |
"breadth_similarity": 1.0,
|
| 1249 |
"concentration_similarity": 0.915,
|
|
|
|
| 1444 |
"left_pr_number": 45421,
|
| 1445 |
"right_pr_number": 45661,
|
| 1446 |
"similarity": 0.288,
|
| 1447 |
+
"content_similarity": 0.191,
|
| 1448 |
"size_similarity": 0.588,
|
| 1449 |
"breadth_similarity": 0.246,
|
| 1450 |
"concentration_similarity": 0.831,
|
|
|
|
| 1470 |
45655
|
| 1471 |
],
|
| 1472 |
"representative_pr_number": 45342,
|
| 1473 |
+
"average_similarity": 0.467,
|
| 1474 |
"summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45342.",
|
| 1475 |
"shared_filenames": [
|
| 1476 |
"src/transformers/modeling_utils.py"
|
|
|
|
| 1480 |
{
|
| 1481 |
"left_pr_number": 45342,
|
| 1482 |
"right_pr_number": 45655,
|
| 1483 |
+
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"next_since": "2026-05-03T18:00:31Z",
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| 5 |
"repo": "huggingface/transformers",
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| 6 |
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"updated_at": "2026-05-03T18:00:31Z"
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| 7 |
}
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