Refresh transformers dataset snapshot 20260607T180020Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+- latest snapshot: `20260607T180020Z`
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-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amohdfaour03",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amohdfaour03",
-      "repo_first_seen_at": "2026-04-08T13:38:46Z",
-      "repo_last_seen_at": "2026-04-09T12:53:44Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 2,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 1,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 1152,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 1,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 1,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45317,
-            "title": "Fix AttributeError in _patch_mistral_regex when fix_mistral_regex=True  ",
-            "url": "https://github.com/huggingface/transformers/pull/45317",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-08T13:38:46Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "mrutkows",
       "name": "Matt Rutkowski",
@@ -22595,6 +22411,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "someaka",
+      "name": null,
+      "profile_url": "https://github.com/someaka",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asomeaka",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asomeaka",
+      "repo_first_seen_at": "2026-06-07T17:49:40Z",
+      "repo_last_seen_at": "2026-06-07T17:49:40Z",
+      "repo_primary_artifact_count": 1,
+      "repo_artifact_count": 1,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "new_to_repo": true,
+      "first_seen_in_snapshot": true,
+      "known_via_prior_merged_pr": false,
+      "report_reason": "first_seen_in_snapshot",
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 1845,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "high recent PR volume; many recent closed-unmerged PRs; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 51,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 31,
+        "open_pr_count": 19,
+        "merged_pr_rate": 0.0196,
+        "closed_unmerged_pr_rate": 0.6078,
+        "still_open_pr_rate": 0.3725,
+        "distinct_repos_with_authored_prs": 4,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46476,
+            "title": "Fix: skip caching_allocator_warmup for non-CUDA/XPU accelerator devices",
+            "url": "https://github.com/huggingface/transformers/pull/46476",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-07T17:49:40Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "songyuc",
       "name": "Song Yucheng",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260607T120016Z`
-- Generated: `2026-06-07T12:00:49Z`
+- Snapshot: `20260607T180020Z`
+- Generated: `2026-06-07T18:00:55Z`
 - Activity window: `60d`
-- Contributors: `351`
+- Contributors: `349`
 
 ## Summary
 
@@ -44,7 +44,8 @@
 | `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 97d | `2026-02-18T23:07:23Z` | 8 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread |
 | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 8 | 0 | mixed | moderate | low | targets high-star repos |
 | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 7 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
-| `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | CONTRIBUTOR | 9d | `2026-04-22T13:14:19Z` | 6 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
+| `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | CONTRIBUTOR | 9d | `2026-04-22T13:14:19Z` | 7 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
+| `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 7 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 6 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `kchpp940` | [profile](https://github.com/kchpp940) | no | NONE | 375d | `2026-04-18T01:12:45Z` | 6 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `XciD` | [profile](https://github.com/XciD) | no | MEMBER | 4481d | `2026-05-14T05:53:53Z` | 6 | 0 | mixed | high | low | extremely high recent PR volume; broad repo spread |
@@ -52,7 +53,6 @@
 | `CharlieKerfoot` | [profile](https://github.com/CharlieKerfoot) | no | CONTRIBUTOR | 1583d | `2026-05-03T18:22:43Z` | 5 | 0 | weak | moderate | low | high recent PR volume; targets high-star repos |
 | `filipinescu` | [profile](https://github.com/filipinescu) | no | CONTRIBUTOR | 953d | `2026-05-22T20:20:49Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `guarin` | [profile](https://github.com/guarin) | no | MEMBER | 2794d | `2026-05-12T18:20:58Z` | 5 | 0 | strong | low | low | — |
-| `he-yufeng` | [profile](https://github.com/he-yufeng) | no | CONTRIBUTOR | 2909d | `2026-03-14T18:33:53Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `sirzechs66` | [profile](https://github.com/sirzechs66) | no | CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 4 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
@@ -188,7 +188,6 @@
 | `mjkmain` | [profile](https://github.com/mjkmain) | no | NONE | 2071d | `2026-06-04T22:13:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `nealwu` | [profile](https://github.com/nealwu) | no | CONTRIBUTOR | 5508d | `2026-05-12T03:11:36Z` | 1 | 1 | strong | low | low | — |
 | `nunq` | [profile](https://github.com/nunq) | no | CONTRIBUTOR | 2694d | `2026-05-08T00:29:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1431d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `Reigenleif` | [profile](https://github.com/Reigenleif) | no | FIRST_TIME_CONTRIBUTOR | 1631d | `2026-06-06T14:24:41Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `ronansgd` | [profile](https://github.com/ronansgd) | no | FIRST_TIME_CONTRIBUTOR | 2195d | `2026-04-22T08:50:02Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `shubhammr21` | [profile](https://github.com/shubhammr21) | no | FIRST_TIME_CONTRIBUTOR | 4155d | `2026-05-22T10:45:10Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -214,7 +213,6 @@
 | `amanv0007` | [profile](https://github.com/amanv0007) | no | NONE | 549d | `2026-05-15T06:25:42Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `anagnorisis2peripeteia` | [profile](https://github.com/anagnorisis2peripeteia) | no | FIRST_TIME_CONTRIBUTOR | 1130d | `2026-05-07T07:28:52Z` | 1 | 0 | weak | high | low | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `andreay99` | [profile](https://github.com/andreay99) | no | NONE | 1374d | `2026-05-09T02:34:44Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `andrewor14` | [profile](https://github.com/andrewor14) | no | CONTRIBUTOR | 4996d | `2026-04-08T15:42:16Z` | 1 | 0 | strong | moderate | low | — |
 | `AndriyVohar` | [profile](https://github.com/AndriyVohar) | no | FIRST_TIME_CONTRIBUTOR | 1197d | `2026-06-06T15:59:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `andylin-hao` | [profile](https://github.com/andylin-hao) | no | CONTRIBUTOR | 3162d | `2026-06-04T03:53:20Z` | 1 | 0 | strong | moderate | low | — |
 | `ansley` | [profile](https://github.com/ansley) | no | NONE | 2296d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -299,7 +297,6 @@
 | `Mi-Jiazhi` | [profile](https://github.com/Mi-Jiazhi) | no | FIRST_TIME_CONTRIBUTOR | 2414d | `2026-06-04T14:08:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `MinuriRajapakse` | [profile](https://github.com/MinuriRajapakse) | no | FIRST_TIME_CONTRIBUTOR | 1037d | `2026-04-29T06:12:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mohamad-tohidi` | [profile](https://github.com/mohamad-tohidi) | no | NONE | 1013d | `2026-04-11T10:00:07Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `mohdfaour03` | [profile](https://github.com/mohdfaour03) | no | FIRST_TIME_CONTRIBUTOR | 1152d | `2026-04-08T13:38:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `mrutkows` | [profile](https://github.com/mrutkows) | no | NONE | 4332d | `2026-04-09T17:46:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `msdsm` | [profile](https://github.com/msdsm) | no | FIRST_TIME_CONTRIBUTOR | 2197d | `2026-06-06T10:53:47Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1527d | `2026-04-15T08:33:29Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
@@ -339,6 +336,7 @@
 | `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 |
 | `snehasuman019` | [profile](https://github.com/snehasuman019) | no | NONE | 474d | `2026-05-29T16:36:41Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `someaka` | [profile](https://github.com/someaka) | yes | FIRST_TIME_CONTRIBUTOR | 1845d | `2026-06-07T17:49:40Z` | 1 | 0 | weak | moderate | medium | high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `songyuc` | [profile](https://github.com/songyuc) | no | NONE | 3292d | `2026-04-12T12:53:49Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Spectual` | [profile](https://github.com/Spectual) | no | NONE | 1537d | `2026-04-16T06:54:56Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
 | `srinjoy356` | [profile](https://github.com/srinjoy356) | no | FIRST_TIME_CONTRIBUTOR | 992d | `2026-05-26T18:36:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -1213,12 +1211,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAnai-Guo)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAnai-Guo)
 - repo first seen: `2026-04-22T13:14:19Z`
-- repo last seen: `2026-06-02T13:11:50Z`
+- repo last seen: `2026-06-07T13:23:59Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **7 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **9 days**
 - recent public PR activity: **42 PRs** (4 merged / 5 closed-unmerged / 33 open; merged rate **10%**, closed-unmerged rate **12%**, open rate **79%**)
 - public orgs: none visible
@@ -1226,9 +1224,32 @@ Example artifacts:
 - heuristic read: **very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
 
 Example artifacts:
+- [PR #46473: fix(cli/serve): import serve handlers lazily so the CLI works without the `serve` extra](https://github.com/huggingface/transformers/pull/46473) — open
 - [PR #46343: fix(falcon_mamba): recommend `pip install kernels` in fast-path warning](https://github.com/huggingface/transformers/pull/46343) — open
 - [PR #46329: perf(feature_extraction_sequence): skip re-splitting already-batched numpy arrays in pad()](https://github.com/huggingface/transformers/pull/46329) — closed, merged
-- [PR #46313: fix(image_processing): don't warn/import on non-Fast attribute probes](https://github.com/huggingface/transformers/pull/46313) — closed
+
+### `he-yufeng`
+
+- profile: [github.com/he-yufeng](https://github.com/he-yufeng)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahe-yufeng)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahe-yufeng)
+- repo first seen: `2026-03-14T18:33:53Z`
+- repo last seen: `2026-06-07T16:58:04Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **7 PRs / 0 issues**
+- snapshot discussion activity: **6 comments / 2 reviews / 2 review comments**
+- account age: **2909 days**
+- recent public PR activity: **326 PRs** (56 merged / 72 closed-unmerged / 198 open; merged rate **17%**, closed-unmerged rate **22%**, open rate **61%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46475: Clarify Falcon-Mamba kernel fallback warning](https://github.com/huggingface/transformers/pull/46475) — open
+- [PR #46474: Fix StaticLayer get_seq_length type hint](https://github.com/huggingface/transformers/pull/46474) — open
+- [PR #46470: Fix T5 decoder input validation error messages](https://github.com/huggingface/transformers/pull/46470) — open
 
 ### `BenjaminBossan`
 
@@ -1394,29 +1415,6 @@ Example artifacts:
 - [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
 
-### `he-yufeng`
-
-- profile: [github.com/he-yufeng](https://github.com/he-yufeng)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahe-yufeng)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahe-yufeng)
-- repo first seen: `2026-03-14T18:33:53Z`
-- repo last seen: `2026-06-07T04:11:01Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 2 reviews / 2 review comments**
-- account age: **2909 days**
-- recent public PR activity: **326 PRs** (56 merged / 72 closed-unmerged / 198 open; merged rate **17%**, closed-unmerged rate **22%**, open rate **61%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #46470: Fix T5 decoder input validation error messages](https://github.com/huggingface/transformers/pull/46470) — open
-- [PR #46436: fix: honor static cache max len config](https://github.com/huggingface/transformers/pull/46436) — open
-- [PR #46248: fix: handle anchored FP8 weight source patterns](https://github.com/huggingface/transformers/pull/46248) — closed
-
 ### `sirzechs66`
 
 - profile: [github.com/sirzechs66](https://github.com/sirzechs66)
@@ -2285,12 +2283,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAchyuthan-S)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAchyuthan-S)
 - repo first seen: `2026-06-06T07:20:32Z`
-- repo last seen: `2026-06-06T15:01:18Z`
+- repo last seen: `2026-06-07T14:02:15Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 2 reviews / 2 review comments**
+- snapshot discussion activity: **3 comments / 7 reviews / 7 review comments**
 - account age: **1368 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
@@ -4391,12 +4389,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALauraGPT)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALauraGPT)
 - repo first seen: `2026-05-24T11:07:04Z`
-- repo last seen: `2026-06-02T16:19:42Z`
+- repo last seen: `2026-06-07T17:47:38Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
 - account age: **3699 days**
 - recent public PR activity: **9 PRs** (2 merged / 0 closed-unmerged / 7 open; merged rate **22%**, closed-unmerged rate **0%**, open rate **78%**)
 - public orgs: `FunAudioLLM`
@@ -4473,28 +4471,6 @@ Example artifacts:
 - [PR #45835: fix: kosmos2.5: properly expand embeddings table](https://github.com/huggingface/transformers/pull/45835) — closed, merged
 - [Issue #45834: Kosmos2.5: index error on long ocr input](https://github.com/huggingface/transformers/issues/45834) — closed
 
-### `Regata3010`
-
-- profile: [github.com/Regata3010](https://github.com/Regata3010)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARegata3010)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARegata3010)
-- repo first seen: `2026-04-08T04:07:37Z`
-- repo last seen: `2026-04-10T17:46:37Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **1431 days**
-- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #45320: Fix AttributeError in AssistantToTargetTranslator.unmap_input_ids with cross-vocab models](https://github.com/huggingface/transformers/pull/45320) — closed, merged
-- [Issue #45307: Bug, Generation](https://github.com/huggingface/transformers/issues/45307) — closed
-
 ### `Reigenleif`
 
 - profile: [github.com/Reigenleif](https://github.com/Reigenleif)
@@ -5025,27 +5001,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45856: Migrate TF32 API calls to new fp32_precision API](https://github.com/huggingface/transformers/pull/45856) — closed
 
-### `andrewor14`
-
-- profile: [github.com/andrewor14](https://github.com/andrewor14)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aandrewor14)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aandrewor14)
-- repo first seen: `2026-04-08T15:42:16Z`
-- repo last seen: `2026-04-08T15:44:20Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **4996 days**
-- recent public PR activity: **12 PRs** (9 merged / 1 closed-unmerged / 2 open; merged rate **75%**, closed-unmerged rate **8%**, open rate **17%**)
-- public orgs: `ucb-sts`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #45321: Remove references to torchao's AffineQuantizedTensor](https://github.com/huggingface/transformers/pull/45321) — open
-
 ### `AndriyVohar`
 
 - profile: [github.com/AndriyVohar](https://github.com/AndriyVohar)
@@ -6811,27 +6766,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45374: Adding hierarchical classification example](https://github.com/huggingface/transformers/pull/45374) — closed
 
-### `mohdfaour03`
-
-- profile: [github.com/mohdfaour03](https://github.com/mohdfaour03)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amohdfaour03)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amohdfaour03)
-- repo first seen: `2026-04-08T13:38:46Z`
-- repo last seen: `2026-04-09T12:53:44Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **1152 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
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45317: Fix AttributeError in _patch_mistral_regex when fix_mistral_regex=True  ](https://github.com/huggingface/transformers/pull/45317) — open
-
 ### `mrutkows`
 
 - profile: [github.com/mrutkows](https://github.com/mrutkows)
@@ -7651,6 +7585,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46289: Just improving documentation](https://github.com/huggingface/transformers/pull/46289) — closed
 
+### `someaka`
+
+- profile: [github.com/someaka](https://github.com/someaka)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asomeaka)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asomeaka)
+- repo first seen: `2026-06-07T17:49:40Z`
+- repo last seen: `2026-06-07T17:49:40Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1845 days**
+- recent public PR activity: **51 PRs** (1 merged / 31 closed-unmerged / 19 open; merged rate **2%**, closed-unmerged rate **61%**, open rate **37%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
+- heuristic read: **high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #46476: Fix: skip caching_allocator_warmup for non-CUDA/XPU accelerator devices](https://github.com/huggingface/transformers/pull/46476) — open
+
 ### `songyuc`
 
 - profile: [github.com/songyuc](https://github.com/songyuc)

new_contributors.parquet

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pr-scope-clusters.json

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 {
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         }
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+        45649,
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+        46476
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+      "summary": "5 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #46476.",
+      "shared_filenames": [
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+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+            "src/transformers",
+            "src"
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+        {
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+          "breadth_similarity": 0.75,
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+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45649,
+          "right_pr_number": 46476,
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+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
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+        {
+          "left_pr_number": 45655,
+          "right_pr_number": 46476,
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+          "size_similarity": 0.127,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+            "src/transformers",
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+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+          "shared_directories": [
+            "src/transformers",
+            "src"
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+          "breadth_similarity": 0.583,
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+          "breadth_similarity": 0.417,
+          "concentration_similarity": 0.581,
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+          "shared_directories": [
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+            "src"
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     {
       "cluster_id": "pr-scope-42975-4",
       "pr_numbers": [
@@ -1375,7 +1557,7 @@
           "left_pr_number": 45077,
           "right_pr_number": 46414,
           "similarity": 0.534,
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           "breadth_similarity": 0.768,
           "concentration_similarity": 1.0,
@@ -1449,7 +1631,7 @@
         46013
       ],
       "representative_pr_number": 43549,
-      "average_similarity": 0.528,
+      "average_similarity": 0.529,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.",
       "shared_filenames": [
         "src/transformers/modeling_flash_attention_utils.py"
@@ -1642,7 +1824,7 @@
         {
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           "size_similarity": 0.803,
           "breadth_similarity": 0.5,
@@ -1661,7 +1843,7 @@
           "left_pr_number": 44974,
           "right_pr_number": 45421,
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           "size_similarity": 0.735,
           "breadth_similarity": 0.667,
           "concentration_similarity": 0.657,
@@ -1801,7 +1983,7 @@
         {
           "left_pr_number": 39683,
           "right_pr_number": 44872,
-          "similarity": 0.424,
+          "similarity": 0.425,
           "content_similarity": 0.364,
           "size_similarity": 0.13,
           "breadth_similarity": 1.0,
@@ -1971,6 +2153,129 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-43875-4",
+      "pr_numbers": [
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+        44893,
+        46173,
+        46474
+      ],
+      "representative_pr_number": 44893,
+      "average_similarity": 0.487,
+      "summary": "4 open PRs share weighted file overlap around `src/transformers/cache_utils.py`, `tests/utils/test_cache_utils.py`; representative PR #44893.",
+      "shared_filenames": [
+        "src/transformers/cache_utils.py",
+        "tests/utils/test_cache_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src",
+        "tests/utils",
+        "tests"
+      ],
+      "pairwise": [
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+          "left_pr_number": 44893,
+          "right_pr_number": 46173,
+          "similarity": 0.739,
+          "content_similarity": 0.793,
+          "size_similarity": 0.222,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43875,
+          "right_pr_number": 46474,
+          "similarity": 0.535,
+          "content_similarity": 0.468,
+          "size_similarity": 0.419,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.888,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py",
+            "tests/utils/test_cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "tests/utils",
+            "src",
+            "tests"
+          ]
+        },
+        {
+          "left_pr_number": 46173,
+          "right_pr_number": 46474,
+          "similarity": 0.535,
+          "content_similarity": 0.578,
+          "size_similarity": 0.308,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.692,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44893,
+          "right_pr_number": 46474,
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+          "content_similarity": 0.459,
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+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.692,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
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+        {
+          "left_pr_number": 43875,
+          "right_pr_number": 44893,
+          "similarity": 0.359,
+          "content_similarity": 0.275,
+          "size_similarity": 0.581,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.581,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
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+        {
+          "left_pr_number": 43875,
+          "right_pr_number": 46173,
+          "similarity": 0.241,
+          "content_similarity": 0.204,
+          "size_similarity": 0.129,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.581,
+          "shared_filenames": [
+            "src/transformers/cache_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-41458-4",
       "pr_numbers": [
@@ -2313,7 +2618,7 @@
           "left_pr_number": 44385,
           "right_pr_number": 44615,
           "similarity": 0.413,
-          "content_similarity": 0.343,
+          "content_similarity": 0.344,
           "size_similarity": 0.371,
           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2329,7 +2634,7 @@
         {
           "left_pr_number": 44385,
           "right_pr_number": 46152,
-          "similarity": 0.397,
+          "similarity": 0.398,
           "content_similarity": 0.355,
           "size_similarity": 0.217,
           "breadth_similarity": 0.667,
@@ -2347,7 +2652,7 @@
           "left_pr_number": 44615,
           "right_pr_number": 45060,
           "similarity": 0.317,
-          "content_similarity": 0.243,
+          "content_similarity": 0.244,
           "size_similarity": 0.614,
           "breadth_similarity": 0.333,
           "concentration_similarity": 0.421,
@@ -2673,7 +2978,7 @@
           "left_pr_number": 44680,
           "right_pr_number": 45666,
           "similarity": 0.45,
-          "content_similarity": 0.529,
+          "content_similarity": 0.53,
           "size_similarity": 0.042,
           "breadth_similarity": 0.417,
           "concentration_similarity": 0.632,
@@ -2774,7 +3079,7 @@
         44682
       ],
       "representative_pr_number": 43656,
-      "average_similarity": 0.483,
+      "average_similarity": 0.482,
       "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.",
       "shared_filenames": [
         "src/transformers/cli/serve.py"
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