Refresh transformers dataset snapshot 20260609T120115Z

README.md

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 - eval set creation
 
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-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "Haris-bin-shakeel",
       "name": "Haris shakeel",
@@ -21975,7 +21918,7 @@
       "snapshot_comment_count": 1,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "repo_association": "NONE",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
@@ -22007,7 +21950,7 @@
             "number": 46513,
             "title": "fix(rt-detr): use float32 on MPS in build_2d_sinusoidal_position_embedding",
             "url": "https://github.com/huggingface/transformers/pull/46513",
-            "state": "open",
+            "state": "closed",
             "merged": false,
             "draft": false,
             "created_at": "2026-06-08T23:29:09Z"

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260609T060025Z`
-- Generated: `2026-06-09T06:01:16Z`
+- Snapshot: `20260609T120115Z`
+- Generated: `2026-06-09T12:03:04Z`
 - Activity window: `60d`
-- Contributors: `349`
+- Contributors: `348`
 
 ## Summary
 
@@ -166,7 +166,7 @@
 | `oleksii-tumanov` | [profile](https://github.com/oleksii-tumanov) | no | FIRST_TIME_CONTRIBUTOR | 4519d | `2026-04-22T03:12:11Z` | 1 | 2 | mixed | moderate | low | high recent PR volume |
 | `pasta-paul` | [profile](https://github.com/pasta-paul) | no | FIRST_TIME_CONTRIBUTOR | 932d | `2026-05-20T20:41:45Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
 | `softguy777` | [profile](https://github.com/softguy777) | no | FIRST_TIMER | 955d | `2026-04-28T08:23:48Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `agiulucom42-del` | [profile](https://github.com/agiulucom42-del) | no | FIRST_TIME_CONTRIBUTOR | 194d | `2026-06-08T21:16:27Z` | 1 | 1 | strong | high | low | young account; high recent PR volume; broad repo spread |
+| `agiulucom42-del` | [profile](https://github.com/agiulucom42-del) | no | NONE | 194d | `2026-06-08T21:16:27Z` | 1 | 1 | strong | high | low | young account; high recent PR volume; broad repo spread |
 | `ambroiseodt` | [profile](https://github.com/ambroiseodt) | no | CONTRIBUTOR | 2181d | `2026-04-14T13:45:51Z` | 1 | 1 | strong | low | low | targets high-star repos |
 | `ananyajoshi0203-cpu` | [profile](https://github.com/ananyajoshi0203-cpu) | no | FIRST_TIMER | 55d | `2026-06-02T22:09:56Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `AnkitAhlawat7742` | [profile](https://github.com/AnkitAhlawat7742) | no | CONTRIBUTOR | 432d | `2026-04-27T13:28:53Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -256,7 +256,6 @@
 | `guinik` | [profile](https://github.com/guinik) | no | FIRST_TIME_CONTRIBUTOR | 1302d | `2026-05-23T07:48:33Z` | 1 | 0 | strong | low | low | — |
 | `HamzaDogann` | [profile](https://github.com/HamzaDogann) | no | NONE | 1672d | `2026-05-21T15:32:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
-| `hanouticelina` | [profile](https://github.com/hanouticelina) | no | MEMBER | 2974d | `2026-04-10T11:59:37Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `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 |
 | `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 |
 | `HelloAnner` | [profile](https://github.com/HelloAnner) | no | NONE | 1658d | `2026-04-11T06:22:52Z` | 1 | 0 | mixed | low | low | — |
@@ -328,7 +327,7 @@
 | `shadeMe` | [profile](https://github.com/shadeMe) | no | CONTRIBUTOR | 5922d | `2026-05-20T09:24:48Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `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 |
 | `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 |
-| `Shylin26` | [profile](https://github.com/Shylin26) | no | FIRST_TIME_CONTRIBUTOR | 170d | `2026-06-08T23:29:09Z` | 1 | 0 | weak | moderate | medium | young account; high open PR share |
+| `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 |
 | `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 |
 | `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 |
 | `skshmjn` | [profile](https://github.com/skshmjn) | no | CONTRIBUTOR | 2609d | `2026-05-31T07:49:22Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
@@ -413,12 +412,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
 - repo first seen: `2025-06-20T09:58:55Z`
-- repo last seen: `2026-06-08T14:20:37Z`
+- repo last seen: `2026-06-09T06:10:55Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **100**
 - snapshot authored PRs/issues: **96 PRs / 4 issues**
-- snapshot discussion activity: **83 comments / 106 reviews / 105 review comments**
+- snapshot discussion activity: **83 comments / 107 reviews / 106 review comments**
 - account age: **3934 days**
 - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
 - public orgs: none visible
@@ -465,12 +464,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Azucchini-nlp)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Azucchini-nlp)
 - repo first seen: `2024-09-26T09:23:39Z`
-- repo last seen: `2026-06-08T16:27:03Z`
+- repo last seen: `2026-06-09T09:23:57Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **85**
 - snapshot authored PRs/issues: **85 PRs / 0 issues**
-- snapshot discussion activity: **601 comments / 926 reviews / 1978 review comments**
+- snapshot discussion activity: **602 comments / 930 reviews / 1982 review comments**
 - account age: **1508 days**
 - recent public PR activity: **50 PRs** (33 merged / 6 closed-unmerged / 11 open; merged rate **66%**, closed-unmerged rate **12%**, open rate **22%**)
 - public orgs: `huggingface`, `deeppavlov`
@@ -480,7 +479,7 @@ Example artifacts:
 Example artifacts:
 - [PR #46406: Fix conversion for clip models](https://github.com/huggingface/transformers/pull/46406) — closed, merged
 - [PR #46405: Consistent output shape from `get_image_features`](https://github.com/huggingface/transformers/pull/46405) — open
-- [PR #46379: Update hub metadata](https://github.com/huggingface/transformers/pull/46379) — open
+- [PR #46379: Update hub metadata](https://github.com/huggingface/transformers/pull/46379) — closed, merged
 
 ### `ArthurZucker`
 
@@ -488,12 +487,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
 - repo first seen: `2023-02-24T14:13:29Z`
-- repo last seen: `2026-06-08T11:46:36Z`
+- repo last seen: `2026-06-09T11:04:21Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **68**
 - snapshot authored PRs/issues: **65 PRs / 3 issues**
-- snapshot discussion activity: **194 comments / 672 reviews / 1341 review comments**
+- snapshot discussion activity: **194 comments / 680 reviews / 1355 review comments**
 - account age: **2590 days**
 - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
 - public orgs: none visible
@@ -589,12 +588,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1)
 - repo first seen: `2023-02-27T14:00:41Z`
-- repo last seen: `2026-06-08T15:44:03Z`
+- repo last seen: `2026-06-09T11:35:45Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **46**
 - snapshot authored PRs/issues: **46 PRs / 0 issues**
-- snapshot discussion activity: **750 comments / 254 reviews / 136 review comments**
+- snapshot discussion activity: **752 comments / 254 reviews / 136 review comments**
 - account age: **3961 days**
 - recent public PR activity: **17 PRs** (16 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
 - public orgs: `huggingface`
@@ -625,7 +624,7 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
-- [PR #46517: extend DeepseekV4FlashIntegrationTest to non-cuda device](https://github.com/huggingface/transformers/pull/46517) — open
+- [PR #46517: extend DeepseekV4FlashIntegrationTest to non-cuda device](https://github.com/huggingface/transformers/pull/46517) — closed, merged
 - [PR #46367: enable deepseek v4 flash in xpu](https://github.com/huggingface/transformers/pull/46367) — closed, draft
 - [PR #46366: extend deepseek v4 test to xpu](https://github.com/huggingface/transformers/pull/46366) — closed, merged
 - [Issue #42890: tests/models/sam_hq/test_modeling_sam_hq.py::SamHQModelIntegrationTest may fail since a lot of cases are lack of set_seed()](https://github.com/huggingface/transformers/issues/42890) — closed
@@ -636,12 +635,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
 - repo first seen: `2026-01-13T09:15:18Z`
-- repo last seen: `2026-06-09T04:40:06Z`
+- repo last seen: `2026-06-09T08:00:59Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **36**
 - snapshot authored PRs/issues: **35 PRs / 1 issues**
-- snapshot discussion activity: **53 comments / 156 reviews / 164 review comments**
+- snapshot discussion activity: **53 comments / 158 reviews / 166 review comments**
 - account age: **1813 days**
 - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
 - public orgs: none visible
@@ -831,12 +830,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil)
 - repo first seen: `2025-07-04T08:41:29Z`
-- repo last seen: `2026-06-08T21:48:23Z`
+- repo last seen: `2026-06-09T07:19:38Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **25**
 - snapshot authored PRs/issues: **21 PRs / 4 issues**
-- snapshot discussion activity: **68 comments / 292 reviews / 258 review comments**
+- snapshot discussion activity: **68 comments / 293 reviews / 261 review comments**
 - account age: **2354 days**
 - recent public PR activity: **22 PRs** (16 merged / 2 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
 - public orgs: `huggingface`, `Chouafa`
@@ -881,12 +880,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
 - repo first seen: `2025-12-24T11:54:53Z`
-- repo last seen: `2026-06-08T14:12:13Z`
+- repo last seen: `2026-06-09T08:31:38Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **20**
 - snapshot authored PRs/issues: **20 PRs / 0 issues**
-- snapshot discussion activity: **21 comments / 76 reviews / 76 review comments**
+- snapshot discussion activity: **21 comments / 80 reviews / 80 review comments**
 - account age: **1497 days**
 - recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
 - public orgs: none visible
@@ -1024,12 +1023,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALinZiyuu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALinZiyuu)
 - repo first seen: `2026-05-13T14:52:41Z`
-- repo last seen: `2026-06-08T14:49:56Z`
+- repo last seen: `2026-06-09T06:16:01Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **16**
 - snapshot authored PRs/issues: **15 PRs / 1 issues**
-- snapshot discussion activity: **11 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **12 comments / 0 reviews / 0 review comments**
 - account age: **1483 days**
 - recent public PR activity: **9 PRs** (1 merged / 1 closed-unmerged / 7 open; merged rate **11%**, closed-unmerged rate **11%**, open rate **78%**)
 - public orgs: none visible
@@ -1376,12 +1375,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aguarin)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aguarin)
 - repo first seen: `2026-05-12T18:20:58Z`
-- repo last seen: `2026-06-08T16:32:31Z`
+- repo last seen: `2026-06-09T09:37:57Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **24 comments / 90 reviews / 103 review comments**
+- snapshot discussion activity: **25 comments / 93 reviews / 114 review comments**
 - account age: **2794 days**
 - recent public PR activity: **21 PRs** (19 merged / 0 closed-unmerged / 2 open; merged rate **90%**, closed-unmerged rate **0%**, open rate **10%**)
 - public orgs: `huggingface`
@@ -1389,7 +1388,7 @@ Example artifacts:
 - heuristic read: **—**
 
 Example artifacts:
-- [PR #46438: Speed up modular conversion by reusing process pool](https://github.com/huggingface/transformers/pull/46438) — open
+- [PR #46438: Speed up modular conversion by reusing process pool](https://github.com/huggingface/transformers/pull/46438) — closed, merged
 - [PR #46344: Fix flip_back graph break](https://github.com/huggingface/transformers/pull/46344) — closed, merged
 - [PR #46163: Return logits from semantic segmentation post-process](https://github.com/huggingface/transformers/pull/46163) — open
 
@@ -1889,12 +1888,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amolbap)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amolbap)
 - repo first seen: `2024-06-13T14:13:17Z`
-- repo last seen: `2026-06-08T16:18:30Z`
+- repo last seen: `2026-06-09T11:56:29Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **7 PRs / 1 issues**
-- snapshot discussion activity: **38 comments / 196 reviews / 557 review comments**
+- snapshot discussion activity: **39 comments / 201 reviews / 562 review comments**
 - account age: **2914 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -1999,7 +1998,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #46244: RF-DETR doc fixes](https://github.com/huggingface/transformers/pull/46244) — closed, merged
-- [PR #46219: revamp cv docs and fix rf-detr](https://github.com/huggingface/transformers/pull/46219) — open
+- [PR #46219: revamp cv docs and fix rf-detr](https://github.com/huggingface/transformers/pull/46219) — closed, merged
 - [PR #43915: add PaddleOCR-VL conversion](https://github.com/huggingface/transformers/pull/43915) — closed
 - [Issue #41950: video-classification pipeline looks for image processors](https://github.com/huggingface/transformers/issues/41950) — closed
 
@@ -2582,7 +2581,7 @@ Example artifacts:
 - heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #46498: Transformers](https://github.com/huggingface/transformers/pull/46498) — open
+- [PR #46498: Transformers](https://github.com/huggingface/transformers/pull/46498) — closed
 - [PR #46497: Fix bugs in CI workflows, utils logic, and documentation syntax errors](https://github.com/huggingface/transformers/pull/46497) — open
 
 ### `hf-dependantbot-rollout[bot]`
@@ -3143,12 +3142,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aebezzam)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aebezzam)
 - repo first seen: `2025-07-25T12:59:52Z`
-- repo last seen: `2026-06-05T14:02:18Z`
+- repo last seen: `2026-06-09T10:50:36Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **10**
 - snapshot authored PRs/issues: **10 PRs / 0 issues**
-- snapshot discussion activity: **66 comments / 295 reviews / 772 review comments**
+- snapshot discussion activity: **67 comments / 296 reviews / 773 review comments**
 - account age: **4714 days**
 - recent public PR activity: **6 PRs** (3 merged / 0 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: `LCAV`
@@ -3998,7 +3997,7 @@ Example artifacts:
 - repo first seen: `2026-06-08T21:16:27Z`
 - repo last seen: `2026-06-08T22:39:29Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
@@ -4009,8 +4008,8 @@ Example artifacts:
 - heuristic read: **young account; high recent PR volume; broad repo spread**
 
 Example artifacts:
-- [PR #46511: docs: add badges and contributing section](https://github.com/huggingface/transformers/pull/46511) — open
-- [Issue #46510: Your docs show how to use models but not what they cost](https://github.com/huggingface/transformers/issues/46510) — open
+- [PR #46511: docs: add badges and contributing section](https://github.com/huggingface/transformers/pull/46511) — closed
+- [Issue #46510: Your docs show how to use models but not what they cost](https://github.com/huggingface/transformers/issues/46510) — closed
 
 ### `ambroiseodt`
 
@@ -5906,27 +5905,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46377: update transformers to the latest commits](https://github.com/huggingface/transformers/pull/46377) — closed
 
-### `hanouticelina`
-
-- profile: [github.com/hanouticelina](https://github.com/hanouticelina)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahanouticelina)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahanouticelina)
-- repo first seen: `2026-04-10T11:59:37Z`
-- repo last seen: `2026-04-10T11:59:37Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2974 days**
-- recent public PR activity: **63 PRs** (53 merged / 4 closed-unmerged / 6 open; merged rate **84%**, closed-unmerged rate **6%**, open rate **10%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
-
-Example artifacts:
-- [PR #45360: Replace deprecated `huggingface-cli` references with `hf`](https://github.com/huggingface/transformers/pull/45360) — open
-
 ### `Haris-bin-shakeel`
 
 - profile: [github.com/Haris-bin-shakeel](https://github.com/Haris-bin-shakeel)
@@ -7426,7 +7404,7 @@ Example artifacts:
 - repo first seen: `2026-06-08T23:29:09Z`
 - repo last seen: `2026-06-08T23:31:08Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
@@ -7437,7 +7415,7 @@ Example artifacts:
 - heuristic read: **young account; high open PR share**
 
 Example artifacts:
-- [PR #46513: fix(rt-detr): use float32 on MPS in build_2d_sinusoidal_position_embedding](https://github.com/huggingface/transformers/pull/46513) — open
+- [PR #46513: fix(rt-detr): use float32 on MPS in build_2d_sinusoidal_position_embedding](https://github.com/huggingface/transformers/pull/46513) — closed
 
 ### `silencelamb`
 

new_contributors.parquet

@@ -1,3 +1,3 @@
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           "left_pr_number": 44974,
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@@ -1913,7 +1913,7 @@
           "left_pr_number": 45421,
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@@ -1937,7 +1937,7 @@
         45985
       ],
       "representative_pr_number": 45985,
-      "average_similarity": 0.504,
+      "average_similarity": 0.503,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -1952,7 +1952,7 @@
           "left_pr_number": 34667,
           "right_pr_number": 45985,
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+          "content_similarity": 0.485,
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@@ -1969,7 +1969,7 @@
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           "right_pr_number": 45985,
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@@ -1985,8 +1985,8 @@
         {
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+          "similarity": 0.522,
+          "content_similarity": 0.429,
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@@ -2002,8 +2002,8 @@
         {
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+          "similarity": 0.457,
+          "content_similarity": 0.396,
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           "breadth_similarity": 1.0,
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@@ -2019,8 +2019,8 @@
         {
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-          "similarity": 0.433,
-          "content_similarity": 0.346,
+          "similarity": 0.432,
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           "left_pr_number": 45438,
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           "similarity": 0.548,
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+          "content_similarity": 0.586,
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           "breadth_similarity": 0.325,
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@@ -2189,7 +2189,7 @@
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           "breadth_similarity": 0.325,
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@@ -2259,7 +2259,7 @@
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@@ -2292,7 +2292,7 @@
         {
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-          "similarity": 0.364,
+          "similarity": 0.363,
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           "breadth_similarity": 0.745,
@@ -2325,8 +2325,8 @@
         {
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+          "similarity": 0.345,
+          "content_similarity": 0.279,
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           "left_pr_number": 44385,
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+          "content_similarity": 0.342,
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@@ -2455,8 +2455,8 @@
         {
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+          "similarity": 0.316,
+          "content_similarity": 0.242,
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@@ -2473,7 +2473,7 @@
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+          "content_similarity": 0.178,
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@@ -2863,7 +2863,7 @@
         45077
       ],
       "representative_pr_number": 45077,
-      "average_similarity": 0.515,
+      "average_similarity": 0.516,
       "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`, `.github/workflows/build-past-ci-docker-images.yml`; representative PR #45077.",
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@@ -2908,8 +2908,8 @@
         {
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           "breadth_similarity": 0.659,
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@@ -2928,8 +2928,8 @@
         {
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@@ -2975,7 +2975,7 @@
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@@ -2994,7 +2994,7 @@
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@@ -3053,8 +3053,8 @@
         {
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@@ -3087,7 +3087,7 @@
         {
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@@ -3103,111 +3103,6 @@
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-            "src/transformers/models/rt_detr_v2",
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-          "shared_directories": [
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-            "src/transformers/models/rt_detr_v2",
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@@ -3216,7 +3111,7 @@
         46091
       ],
       "representative_pr_number": 45293,
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+      "average_similarity": 0.464,
       "summary": "3 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45293.",
       "shared_filenames": [
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@@ -3235,8 +3130,8 @@
         {
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@@ -3257,8 +3152,8 @@
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@@ -3276,8 +3171,8 @@
         {
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@@ -3302,7 +3197,7 @@
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+      "average_similarity": 0.454,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
       "shared_filenames": [
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@@ -3331,8 +3226,8 @@
         {
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@@ -3347,8 +3242,8 @@
         {
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -3485,7 +3380,7 @@
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@@ -3502,8 +3397,8 @@
         {
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@@ -3551,8 +3446,8 @@
         {
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+          "similarity": 0.486,
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           "concentration_similarity": 0.99,
@@ -3585,7 +3480,7 @@
           "left_pr_number": 43446,
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           "similarity": 0.398,
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+          "content_similarity": 0.372,
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           "breadth_similarity": 0.4,
           "concentration_similarity": 0.909,
@@ -3618,7 +3513,7 @@
           "left_pr_number": 43446,
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@@ -3716,9 +3611,9 @@
         {
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@@ -3740,9 +3635,9 @@
           "right_pr_number": 46196,
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-          "size_similarity": 0.499,
+          "size_similarity": 0.501,
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+          "concentration_similarity": 0.85,
           "shared_filenames": [
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             "src/transformers/models/wav2vec2_conformer/modeling_wav2vec2_conformer.py"
@@ -3757,90 +3652,6 @@
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-        46497
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-      "summary": "3 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
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-            "utils/notification_service.py"
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-          "shared_directories": [
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 }