Refresh transformers dataset snapshot 20260602T000030Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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+      "repo_first_seen_at": "2025-10-03T18:23:49Z",
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+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 5681,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "extremely high recent PR volume",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 285,
+        "merged_pr_count": 271,
+        "closed_unmerged_pr_count": 9,
+        "open_pr_count": 5,
+        "merged_pr_rate": 0.9509,
+        "closed_unmerged_pr_rate": 0.0316,
+        "still_open_pr_rate": 0.0175,
+        "distinct_repos_with_authored_prs": 8,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 45274,
+            "title": "Fix CB Accuracy Regression under FA2",
+            "url": "https://github.com/huggingface/transformers/pull/45274",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-07T01:43:12Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45202,
+            "title": "Fix gemma4 has flash-attention incompatbile head-dim=512",
+            "url": "https://github.com/huggingface/transformers/pull/45202",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-02T23:37:22Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 45157,
+            "title": "[WIP] PrismML Bonsai model support",
+            "url": "https://github.com/huggingface/transformers/pull/45157",
+            "state": "open",
+            "merged": false,
+            "draft": true,
+            "created_at": "2026-04-01T03:11:51Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "ydshieh2",
       "name": null,
@@ -12981,14 +12981,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajshn9515",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajshn9515",
       "repo_first_seen_at": "2026-05-29T22:55:56Z",
-      "repo_last_seen_at": "2026-05-29T23:13:10Z",
+      "repo_last_seen_at": "2026-06-01T22:47:11Z",
       "repo_primary_artifact_count": 2,
-      "repo_artifact_count": 2,
+      "repo_artifact_count": 4,
       "snapshot_issue_count": 1,
       "snapshot_pr_count": 1,
       "snapshot_comment_count": 0,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
+      "snapshot_review_count": 1,
+      "snapshot_review_comment_count": 1,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -14513,12 +14513,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIMER",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 1259,
       "young_account": false,
       "follow_through_score": "weak",
@@ -16612,63 +16612,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "douglas-reid",
-      "name": "Douglas Reid",
-      "profile_url": "https://github.com/douglas-reid",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adouglas-reid",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adouglas-reid",
-      "repo_first_seen_at": "2026-04-02T19:05:35Z",
-      "repo_last_seen_at": "2026-04-02T20:19:13Z",
-      "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": "CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 3526,
-      "young_account": false,
-      "follow_through_score": "mixed",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 3,
-        "merged_pr_count": 2,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 1,
-        "merged_pr_rate": 0.6667,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 0.3333,
-        "distinct_repos_with_authored_prs": 3,
-        "distinct_repos_with_open_prs": 1
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 45197,
-            "title": "fix(docs): correct gemma4 docs and examples",
-            "url": "https://github.com/huggingface/transformers/pull/45197",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-02T19:05:35Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "duyhv-qualgo",
       "name": null,
@@ -18055,12 +17998,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 1588,
       "young_account": false,
       "follow_through_score": "weak",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260601T180035Z`
-- Generated: `2026-06-01T18:02:40Z`
+- Snapshot: `20260602T000030Z`
+- Generated: `2026-06-02T00:01:17Z`
 - Activity window: `60d`
-- Contributors: `343`
+- Contributors: `342`
 
 ## Summary
 
@@ -15,12 +15,11 @@
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 87 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 81 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 60 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 52 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
+| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 55 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
 | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 47 | 2 | mixed | low | low | targets high-star repos |
 | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 46 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 45 | 0 | strong | low | low | targets high-star repos |
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-10-14T03:02:06Z` | 37 | 1 | strong | moderate | low | targets high-star repos |
-| `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 32 | 20 | strong | low | low | targets high-star repos |
 | `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 32 | 0 | strong | low | low | targets high-star repos |
 | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-04-02T00:38:09Z` | 32 | 0 | strong | low | low | targets high-star repos |
 | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 31 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
@@ -64,9 +63,9 @@
 | `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 3 | 0 | mixed | low | low | — |
 | `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 3 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 32 | 20 | strong | low | low | targets high-star repos |
 | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 15 | 0 | strong | moderate | low | targets high-star repos |
 | `JJJYmmm` | [profile](https://github.com/JJJYmmm) | no | CONTRIBUTOR | 1648d | `2026-01-27T10:34:17Z` | 8 | 0 | mixed | moderate | low | targets high-star repos |
-| `Qubitium` | [profile](https://github.com/Qubitium) | no | CONTRIBUTOR | 5681d | `2025-10-03T18:23:49Z` | 7 | 0 | strong | moderate | low | extremely high recent PR volume |
 | `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3177d | `2021-08-30T15:40:15Z` | 6 | 2 | mixed | low | low | targets high-star repos |
 | `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5413d | `2025-03-12T07:35:51Z` | 6 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 5 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -131,6 +130,7 @@
 | `voodoovampire` | [profile](https://github.com/voodoovampire) | no | FIRST_TIME_CONTRIBUTOR | 512d | `2026-04-25T19:30:01Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `omkar-334` | [profile](https://github.com/omkar-334) | no | CONTRIBUTOR | 2888d | `2025-12-12T17:57:18Z` | 15 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `ebezzam` | [profile](https://github.com/ebezzam) | no | MEMBER | 4714d | `2025-07-25T12:59:52Z` | 10 | 0 | mixed | low | low | high open PR share |
+| `Qubitium` | [profile](https://github.com/Qubitium) | no | CONTRIBUTOR | 5681d | `2025-10-03T18:23:49Z` | 7 | 0 | strong | moderate | low | extremely high recent PR volume |
 | `ydshieh2` | [profile](https://github.com/ydshieh2) | no | CONTRIBUTOR | 596d | `2025-06-12T08:51:40Z` | 7 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 6 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `molbap` | [profile](https://github.com/molbap) | no | MEMBER | 2914d | `2024-06-13T14:13:17Z` | 6 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -199,7 +199,7 @@
 | `adityachoksi2512` | [profile](https://github.com/adityachoksi2512) | no | FIRST_TIMER | 1471d | `2026-05-01T03:03:13Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `adityasingh2400` | [profile](https://github.com/adityasingh2400) | no | NONE | 2313d | `2026-05-21T11:23:35Z` | 1 | 0 | weak | high | medium | extremely high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `agentspan` | [profile](https://github.com/agentspan) | no | NONE | 15d | `2026-04-08T08:40:08Z` | 1 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
-| `agesf` | [profile](https://github.com/agesf) | yes | FIRST_TIMER | 1259d | `2026-06-01T12:58:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `agesf` | [profile](https://github.com/agesf) | no | FIRST_TIMER | 1259d | `2026-06-01T12:58:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `AjAyrAo43` | [profile](https://github.com/AjAyrAo43) | no | FIRST_TIME_CONTRIBUTOR | 303d | `2026-05-10T17:28:09Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Aktharnvdv` | [profile](https://github.com/Aktharnvdv) | no | NONE | 1965d | `2026-05-05T15:06:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `AlexWortega` | [profile](https://github.com/AlexWortega) | no | NONE | 3256d | `2026-05-28T12:43:05Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -236,7 +236,6 @@
 | `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `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 |
 | `DiwanshuG` | [profile](https://github.com/DiwanshuG) | no | NONE | 1279d | `2026-05-22T10:39:02Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `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 |
 | `duyhv-qualgo` | [profile](https://github.com/duyhv-qualgo) | no | FIRST_TIME_CONTRIBUTOR | 34d | `2026-04-20T05:20:19Z` | 1 | 0 | strong | moderate | low | very new account |
 | `EhteshamSid` | [profile](https://github.com/EhteshamSid) | no | NONE | 1668d | `2026-04-07T18:40:05Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars |
 | `ENg-122` | [profile](https://github.com/ENg-122) | no | NONE | 1764d | `2026-04-03T09:08:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -261,7 +260,7 @@
 | `i3hz` | [profile](https://github.com/i3hz) | no | CONTRIBUTOR | 961d | `2026-02-18T04:04:37Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `igordertigor` | [profile](https://github.com/igordertigor) | no | CONTRIBUTOR | 5665d | `2026-05-12T19:17:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `IMvision12` | [profile](https://github.com/IMvision12) | no | CONTRIBUTOR | 1735d | `2026-05-10T21:08:04Z` | 1 | 0 | strong | low | low | high recent PR volume |
-| `ishan-1010` | [profile](https://github.com/ishan-1010) | yes | FIRST_TIME_CONTRIBUTOR | 1588d | `2026-06-01T06:07:21Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `ishan-1010` | [profile](https://github.com/ishan-1010) | no | FIRST_TIME_CONTRIBUTOR | 1588d | `2026-06-01T06:07:21Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `jacopopper` | [profile](https://github.com/jacopopper) | no | FIRST_TIME_CONTRIBUTOR | 1686d | `2026-05-31T20:04:47Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JAE0Y2N` | [profile](https://github.com/JAE0Y2N) | no | NONE | 877d | `2026-05-20T11:02:07Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
@@ -508,11 +507,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
 - repo first seen: `2024-02-08T22:19:09Z`
-- repo last seen: `2026-06-01T17:04:56Z`
+- repo last seen: `2026-06-01T22:27:29Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **54**
-- snapshot authored PRs/issues: **52 PRs / 2 issues**
+- repo primary artifacts: **57**
+- snapshot authored PRs/issues: **55 PRs / 2 issues**
 - snapshot discussion activity: **30 comments / 154 reviews / 280 review comments**
 - account age: **2296 days**
 - recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
@@ -521,9 +520,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #46106: [fix] toctree](https://github.com/huggingface/transformers/pull/46106) — closed, merged
-- [PR #46094: [docs] reasoning support for transformers serve](https://github.com/huggingface/transformers/pull/46094) — closed, merged
-- [PR #46019: [docs] tp for continuous batching](https://github.com/huggingface/transformers/pull/46019) — open
+- [PR #46335: [docs] update num_items_in_batch for causal LMs](https://github.com/huggingface/transformers/pull/46335) — open
+- [PR #46334: [docs] xpu continuous batching](https://github.com/huggingface/transformers/pull/46334) — open
+- [PR #46333: [docs] padding-free training](https://github.com/huggingface/transformers/pull/46333) — open
 - [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
 - [Issue #28936: [i18n-es] Translating docs to Spanish](https://github.com/huggingface/transformers/issues/28936) — open
 
@@ -533,12 +532,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
 - repo first seen: `2025-08-26T12:13:50Z`
-- repo last seen: `2026-06-01T18:00:13Z`
+- repo last seen: `2026-06-01T21:10:01Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **49**
 - snapshot authored PRs/issues: **47 PRs / 2 issues**
-- snapshot discussion activity: **604 comments / 1075 reviews / 4421 review comments**
+- snapshot discussion activity: **606 comments / 1075 reviews / 4421 review comments**
 - account age: **1991 days**
 - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
 - public orgs: none visible
@@ -548,7 +547,7 @@ Example artifacts:
 Example artifacts:
 - [PR #46246: [`Revert`] FSDP+Dtensor refactor related changes](https://github.com/huggingface/transformers/pull/46246) — closed, merged
 - [PR #46220: [`Configs`] Fix layer type validation to include its mlp counterpart](https://github.com/huggingface/transformers/pull/46220) — closed, merged
-- [PR #46039: [`Kernels`] Sync and add SwigluMLP + CausalLMLoss](https://github.com/huggingface/transformers/pull/46039) — open, draft
+- [PR #46039: [`Kernels`] Sync to latest version and add new kernels (SwiGLU, CE)](https://github.com/huggingface/transformers/pull/46039) — open, draft
 - [Issue #46245: [`Layer Types`] Split keys across MLP and Attentions](https://github.com/huggingface/transformers/issues/46245) — open
 - [Issue #40827: [`Cache`] Proper support for Linear Attention (related) caches](https://github.com/huggingface/transformers/issues/40827) — closed
 
@@ -624,32 +623,6 @@ Example artifacts:
 - [PR #46086: update xpu expectation for falcon mamba](https://github.com/huggingface/transformers/pull/46086) — 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
 
-### `harshaljanjani`
-
-- profile: [github.com/harshaljanjani](https://github.com/harshaljanjani)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aharshaljanjani)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aharshaljanjani)
-- repo first seen: `2025-09-17T20:29:13Z`
-- repo last seen: `2026-04-29T05:32:28Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **52**
-- snapshot authored PRs/issues: **32 PRs / 20 issues**
-- snapshot discussion activity: **107 comments / 131 reviews / 131 review comments**
-- account age: **1961 days**
-- recent public PR activity: **18 PRs** (15 merged / 0 closed-unmerged / 3 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #45594: fix(utils): Resolve backbone utils test regressions](https://github.com/huggingface/transformers/pull/45594) — closed, merged
-- [PR #45326: feat[vLLM × v5]: Add vLLM compatibility for audio models](https://github.com/huggingface/transformers/pull/45326) — closed, merged
-- [PR #45199: fix(models): Resolve regressions in Wav2Vec2PhonemeCTCTokenizer (wav2vec2-lv-60-espeak-cv-ft)](https://github.com/huggingface/transformers/pull/45199) — closed, merged
-- [Issue #45198: [BUG] Wav2Vec2 wav2vec2-lv-60-espeak-cv-ft: save_pretrained and tokenization fail](https://github.com/huggingface/transformers/issues/45198) — closed
-- [Issue #45072: [BUG][CI] SwitchTransformers and TimmWrapperModel dtype mismatches in bfloat16 inference](https://github.com/huggingface/transformers/issues/45072) — closed
-- [Issue #44898: [BUG] Perceiver image classification (non-default res) fails even with interpolate_pos_encoding=True](https://github.com/huggingface/transformers/issues/44898) — closed
-
 ### `remi-or`
 
 - profile: [github.com/remi-or](https://github.com/remi-or)
@@ -814,7 +787,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #46292: sp + ep training / tp + ep inference](https://github.com/huggingface/transformers/pull/46292) — open, draft
-- [PR #46290: Tp param level](https://github.com/huggingface/transformers/pull/46290) — open, draft
+- [PR #46290: Tp param level](https://github.com/huggingface/transformers/pull/46290) — open
 - [PR #46269: DIstributed branch base](https://github.com/huggingface/transformers/pull/46269) — open
 - [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
 
@@ -1665,6 +1638,32 @@ Example artifacts:
 - [PR #45787: fix: ModuleNotFoundError caused by distributed race condition in ci/cd test](https://github.com/huggingface/transformers/pull/45787) — closed
 - [PR #45687: fix: Added Mps support in float fallback backends list ](https://github.com/huggingface/transformers/pull/45687) — closed, merged
 
+### `harshaljanjani`
+
+- profile: [github.com/harshaljanjani](https://github.com/harshaljanjani)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aharshaljanjani)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aharshaljanjani)
+- repo first seen: `2025-09-17T20:29:13Z`
+- repo last seen: `2026-04-29T05:32:28Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **52**
+- snapshot authored PRs/issues: **32 PRs / 20 issues**
+- snapshot discussion activity: **107 comments / 131 reviews / 131 review comments**
+- account age: **1961 days**
+- recent public PR activity: **18 PRs** (15 merged / 0 closed-unmerged / 3 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #45594: fix(utils): Resolve backbone utils test regressions](https://github.com/huggingface/transformers/pull/45594) — closed, merged
+- [PR #45326: feat[vLLM × v5]: Add vLLM compatibility for audio models](https://github.com/huggingface/transformers/pull/45326) — closed, merged
+- [PR #45199: fix(models): Resolve regressions in Wav2Vec2PhonemeCTCTokenizer (wav2vec2-lv-60-espeak-cv-ft)](https://github.com/huggingface/transformers/pull/45199) — closed, merged
+- [Issue #45198: [BUG] Wav2Vec2 wav2vec2-lv-60-espeak-cv-ft: save_pretrained and tokenization fail](https://github.com/huggingface/transformers/issues/45198) — closed
+- [Issue #45072: [BUG][CI] SwitchTransformers and TimmWrapperModel dtype mismatches in bfloat16 inference](https://github.com/huggingface/transformers/issues/45072) — closed
+- [Issue #44898: [BUG] Perceiver image classification (non-default res) fails even with interpolate_pos_encoding=True](https://github.com/huggingface/transformers/issues/44898) — closed
+
 ### `michaelbenayoun`
 
 - profile: [github.com/michaelbenayoun](https://github.com/michaelbenayoun)
@@ -1711,29 +1710,6 @@ Example artifacts:
 - [PR #45862: [new model] Add Zyphra/ZAYA1-8B](https://github.com/huggingface/transformers/pull/45862) — open
 - [PR #45173: [misc] fix qwen35 tests: correct the text model type and skip reverse_mapping](https://github.com/huggingface/transformers/pull/45173) — closed, merged
 
-### `Qubitium`
-
-- profile: [github.com/Qubitium](https://github.com/Qubitium)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AQubitium)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AQubitium)
-- repo first seen: `2025-10-03T18:23:49Z`
-- repo last seen: `2026-04-14T12:34:51Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **24 comments / 10 reviews / 10 review comments**
-- account age: **5681 days**
-- recent public PR activity: **285 PRs** (271 merged / 9 closed-unmerged / 5 open; merged rate **95%**, closed-unmerged rate **3%**, open rate **2%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **extremely high recent PR volume**
-
-Example artifacts:
-- [PR #45274: Fix CB Accuracy Regression under FA2](https://github.com/huggingface/transformers/pull/45274) — closed
-- [PR #45202: Fix gemma4 has flash-attention incompatbile head-dim=512](https://github.com/huggingface/transformers/pull/45202) — open
-- [PR #45157: [WIP] PrismML Bonsai model support](https://github.com/huggingface/transformers/pull/45157) — open, draft
-
 ### `LysandreJik`
 
 - profile: [github.com/LysandreJik](https://github.com/LysandreJik)
@@ -3177,6 +3153,29 @@ Example artifacts:
 - [PR #44392: [VibeVoice ASR] Use updated padding cache for ASR model.](https://github.com/huggingface/transformers/pull/44392) — closed, merged
 - [PR #44391: [VibeVoice ASR] Use newer cache object for modular](https://github.com/huggingface/transformers/pull/44391) — closed
 
+### `Qubitium`
+
+- profile: [github.com/Qubitium](https://github.com/Qubitium)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AQubitium)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AQubitium)
+- repo first seen: `2025-10-03T18:23:49Z`
+- repo last seen: `2026-04-14T12:34:51Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **7 PRs / 0 issues**
+- snapshot discussion activity: **24 comments / 10 reviews / 10 review comments**
+- account age: **5681 days**
+- recent public PR activity: **285 PRs** (271 merged / 9 closed-unmerged / 5 open; merged rate **95%**, closed-unmerged rate **3%**, open rate **2%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **extremely high recent PR volume**
+
+Example artifacts:
+- [PR #45274: Fix CB Accuracy Regression under FA2](https://github.com/huggingface/transformers/pull/45274) — closed
+- [PR #45202: Fix gemma4 has flash-attention incompatbile head-dim=512](https://github.com/huggingface/transformers/pull/45202) — open
+- [PR #45157: [WIP] PrismML Bonsai model support](https://github.com/huggingface/transformers/pull/45157) — open, draft
+
 ### `ydshieh2`
 
 - profile: [github.com/ydshieh2](https://github.com/ydshieh2)
@@ -4182,12 +4181,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajshn9515)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajshn9515)
 - repo first seen: `2026-05-29T22:55:56Z`
-- repo last seen: `2026-05-29T23:13:10Z`
+- repo last seen: `2026-06-01T22:47:11Z`
 - 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: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **0 comments / 1 reviews / 1 review comments**
 - account age: **214 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
@@ -4700,7 +4699,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aagesf)
 - repo first seen: `2026-06-01T12:58:11Z`
 - repo last seen: `2026-06-01T12:58:11Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIMER**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -5471,27 +5470,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46158: Add beginner-friendly RAG example](https://github.com/huggingface/transformers/pull/46158) — closed
 
-### `douglas-reid`
-
-- profile: [github.com/douglas-reid](https://github.com/douglas-reid)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adouglas-reid)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adouglas-reid)
-- repo first seen: `2026-04-02T19:05:35Z`
-- repo last seen: `2026-04-02T20:19:13Z`
-- 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: **3526 days**
-- recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #45197: fix(docs): correct gemma4 docs and examples](https://github.com/huggingface/transformers/pull/45197) — closed, merged
-
 ### `duyhv-qualgo`
 
 - profile: [github.com/duyhv-qualgo](https://github.com/duyhv-qualgo)
@@ -6003,7 +5981,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aishan-1010)
 - repo first seen: `2026-06-01T06:07:21Z`
 - repo last seen: `2026-06-01T12:19:27Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**

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@@ -945,7 +945,7 @@
         {
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@@ -980,8 +980,8 @@
         {
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           "right_pr_number": 45627,
-          "similarity": 0.304,
-          "content_similarity": 0.101,
+          "similarity": 0.305,
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@@ -1414,7 +1414,7 @@
           "left_pr_number": 41097,
           "right_pr_number": 43549,
           "similarity": 0.546,
-          "content_similarity": 0.437,
+          "content_similarity": 0.438,
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@@ -1462,7 +1462,7 @@
           "left_pr_number": 43549,
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+          "content_similarity": 0.342,
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           "breadth_similarity": 1.0,
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@@ -1477,7 +1477,7 @@
         {
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           "right_pr_number": 44547,
-          "similarity": 0.392,
+          "similarity": 0.393,
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           "breadth_similarity": 1.0,
@@ -1520,7 +1520,7 @@
           "left_pr_number": 44974,
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           "similarity": 0.719,
-          "content_similarity": 0.72,
+          "content_similarity": 0.721,
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           "breadth_similarity": 0.8,
           "concentration_similarity": 0.929,
@@ -1612,7 +1612,7 @@
         {
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+          "similarity": 0.322,
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@@ -1637,7 +1637,7 @@
         45985
       ],
       "representative_pr_number": 45985,
-      "average_similarity": 0.517,
+      "average_similarity": 0.518,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -1651,8 +1651,8 @@
         {
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           "right_pr_number": 45985,
-          "similarity": 0.614,
-          "content_similarity": 0.506,
+          "similarity": 0.615,
+          "content_similarity": 0.507,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -1702,7 +1702,7 @@
         {
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-          "similarity": 0.471,
+          "similarity": 0.472,
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           "size_similarity": 0.2,
           "breadth_similarity": 1.0,
@@ -1720,7 +1720,7 @@
           "left_pr_number": 34667,
           "right_pr_number": 44872,
           "similarity": 0.446,
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+          "content_similarity": 0.365,
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           "breadth_similarity": 1.0,
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@@ -1761,7 +1761,7 @@
         45883
       ],
       "representative_pr_number": 45438,
-      "average_similarity": 0.502,
+      "average_similarity": 0.501,
       "summary": "4 open PRs share weighted file overlap around `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `docs/source/en/model_doc/gemma4.md`; representative PR #45438.",
       "shared_filenames": [
         "src/transformers/models/gemma4/modeling_gemma4.py",
@@ -1785,7 +1785,7 @@
           "left_pr_number": 45294,
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+          "content_similarity": 0.779,
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@@ -1812,8 +1812,8 @@
         {
           "left_pr_number": 45294,
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-          "content_similarity": 0.483,
+          "similarity": 0.555,
+          "content_similarity": 0.481,
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           "breadth_similarity": 0.325,
           "concentration_similarity": 0.908,
@@ -1831,8 +1831,8 @@
         {
           "left_pr_number": 45438,
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-          "similarity": 0.548,
-          "content_similarity": 0.586,
+          "similarity": 0.547,
+          "content_similarity": 0.585,
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           "breadth_similarity": 0.325,
           "concentration_similarity": 0.92,
@@ -1850,8 +1850,8 @@
         {
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           "right_pr_number": 45883,
-          "similarity": 0.435,
-          "content_similarity": 0.402,
+          "similarity": 0.434,
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           "breadth_similarity": 1.0,
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@@ -1869,8 +1869,8 @@
         {
           "left_pr_number": 45202,
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-          "content_similarity": 0.456,
+          "similarity": 0.398,
+          "content_similarity": 0.455,
           "size_similarity": 0.01,
           "breadth_similarity": 0.325,
           "concentration_similarity": 0.92,
@@ -1888,8 +1888,8 @@
         {
           "left_pr_number": 45202,
           "right_pr_number": 45294,
-          "similarity": 0.318,
-          "content_similarity": 0.338,
+          "similarity": 0.317,
+          "content_similarity": 0.336,
           "size_similarity": 0.025,
           "breadth_similarity": 0.325,
           "concentration_similarity": 0.908,
@@ -1981,7 +1981,7 @@
           "left_pr_number": 44385,
           "right_pr_number": 46152,
           "similarity": 0.387,
-          "content_similarity": 0.339,
+          "content_similarity": 0.34,
           "size_similarity": 0.217,
           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -1998,7 +1998,7 @@
           "left_pr_number": 44615,
           "right_pr_number": 45060,
           "similarity": 0.309,
-          "content_similarity": 0.231,
+          "content_similarity": 0.232,
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           "breadth_similarity": 0.333,
           "concentration_similarity": 0.421,
@@ -2015,7 +2015,7 @@
           "left_pr_number": 44385,
           "right_pr_number": 45060,
           "similarity": 0.24,
-          "content_similarity": 0.168,
+          "content_similarity": 0.169,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 0.421,
@@ -2170,7 +2170,7 @@
           "left_pr_number": 44015,
           "right_pr_number": 44676,
           "similarity": 0.412,
-          "content_similarity": 0.498,
+          "content_similarity": 0.499,
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           "breadth_similarity": 0.333,
           "concentration_similarity": 0.488,
@@ -2261,78 +2261,6 @@
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       ]
     },
-    {
-      "cluster_id": "pr-scope-43656-3",
-      "pr_numbers": [
-        43656,
-        43842,
-        44682
-      ],
-      "representative_pr_number": 43656,
-      "average_similarity": 0.481,
-      "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.",
-      "shared_filenames": [
-        "src/transformers/cli/serve.py"
-      ],
-      "shared_directories": [
-        "src/transformers/cli",
-        "src/transformers",
-        "src"
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-      "pairwise": [
-        {
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-          "content_similarity": 0.574,
-          "size_similarity": 0.222,
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-            "src/transformers",
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-        {
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-          "shared_directories": [
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-        {
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-          "similarity": 0.412,
-          "content_similarity": 0.458,
-          "size_similarity": 0.011,
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-          "concentration_similarity": 0.802,
-          "shared_filenames": [
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-          "shared_directories": [
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
-          ]
-        }
-      ]
-    },
     {
       "cluster_id": "pr-scope-44940-3",
       "pr_numbers": [
@@ -2341,7 +2269,7 @@
         46207
       ],
       "representative_pr_number": 44940,
-      "average_similarity": 0.481,
+      "average_similarity": 0.482,
       "summary": "3 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.",
       "shared_filenames": [
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@@ -2376,8 +2304,8 @@
         {
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-          "similarity": 0.482,
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+          "similarity": 0.483,
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@@ -2394,8 +2322,8 @@
         {
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-          "similarity": 0.427,
-          "content_similarity": 0.411,
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           "breadth_similarity": 0.31,
           "concentration_similarity": 0.798,
@@ -2411,6 +2339,78 @@
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     },
+    {
+      "cluster_id": "pr-scope-43656-3",
+      "pr_numbers": [
+        43656,
+        43842,
+        44682
+      ],
+      "representative_pr_number": 43656,
+      "average_similarity": 0.481,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.",
+      "shared_filenames": [
+        "src/transformers/cli/serve.py"
+      ],
+      "shared_directories": [
+        "src/transformers/cli",
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
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+          "right_pr_number": 43842,
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+          "content_similarity": 0.574,
+          "size_similarity": 0.222,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
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+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "similarity": 0.446,
+          "content_similarity": 0.498,
+          "size_similarity": 0.048,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.802,
+          "shared_filenames": [
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+          "shared_directories": [
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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+          "right_pr_number": 44682,
+          "similarity": 0.412,
+          "content_similarity": 0.458,
+          "size_similarity": 0.011,
+          "breadth_similarity": 0.5,
+          "concentration_similarity": 0.802,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45293-3",
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@@ -2439,7 +2439,7 @@
           "left_pr_number": 45293,
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-          "content_similarity": 0.51,
+          "content_similarity": 0.511,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 0.985,
@@ -2479,7 +2479,7 @@
         {
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           "right_pr_number": 46091,
-          "similarity": 0.42,
+          "similarity": 0.419,
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           "size_similarity": 0.276,
           "breadth_similarity": 0.667,
@@ -2534,8 +2534,8 @@
         {
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-          "similarity": 0.501,
-          "content_similarity": 0.335,
+          "similarity": 0.502,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2551,7 +2551,7 @@
           "left_pr_number": 45548,
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           "similarity": 0.348,
-          "content_similarity": 0.277,
+          "content_similarity": 0.278,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -2645,7 +2645,7 @@
         46211
       ],
       "representative_pr_number": 45742,
-      "average_similarity": 0.418,
+      "average_similarity": 0.419,
       "summary": "3 open PRs share weighted file overlap around `tests/models/llama/test_modeling_llama.py`, `src/transformers/models/llama/configuration_llama.py`, `src/transformers/models/llama/modeling_llama.py`; representative PR #45742.",
       "shared_filenames": [
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@@ -2665,8 +2665,8 @@
         {
           "left_pr_number": 45742,
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-          "similarity": 0.56,
-          "content_similarity": 0.497,
+          "similarity": 0.561,
+          "content_similarity": 0.499,
           "size_similarity": 0.963,
           "breadth_similarity": 0.25,
           "concentration_similarity": 0.852,
@@ -2821,7 +2821,7 @@
           "left_pr_number": 43446,
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           "breadth_similarity": 0.322,
           "concentration_similarity": 0.899,
@@ -2873,7 +2873,7 @@
         {
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+          "similarity": 0.387,
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           "breadth_similarity": 1.0,
@@ -2889,8 +2889,8 @@
         {
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-          "similarity": 0.359,
-          "content_similarity": 0.094,
+          "similarity": 0.358,
+          "content_similarity": 0.093,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2904,8 +2904,8 @@
         {
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-          "similarity": 0.349,
-          "content_similarity": 0.079,
+          "similarity": 0.348,
+          "content_similarity": 0.078,
           "size_similarity": 0.957,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -2975,8 +2975,8 @@
         {
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-          "similarity": 0.331,
-          "content_similarity": 0.081,
+          "similarity": 0.332,
+          "content_similarity": 0.082,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.852,
@@ -3290,12 +3290,12 @@
       "shared_directories": [
         "src/transformers/models/jetmoe",
         "src/transformers/models/dbrx",
-        "src/transformers/models/ernie4_5_moe",
         "src/transformers/models/phimoe",
-        "src/transformers/models/flex_olmo",
+        "src/transformers/models/ernie4_5_moe",
         "src/transformers/models/jamba",
+        "src/transformers/models/flex_olmo",
         "src/transformers/models/minimax_m2",
-        "src/transformers/models/mixtral"
+        "src/transformers/models/granitemoe"
       ],
       "pairwise": [
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@@ -3396,7 +3396,7 @@
           "left_pr_number": 45606,
           "right_pr_number": 45607,
           "similarity": 0.765,
-          "content_similarity": 0.811,
+          "content_similarity": 0.812,
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           "breadth_similarity": 0.417,
           "concentration_similarity": 0.778,
@@ -3556,6 +3556,43 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-46019-2",
+      "pr_numbers": [
+        46019,
+        46334
+      ],
+      "representative_pr_number": 46019,
+      "average_similarity": 0.722,
+      "summary": "2 open PRs share weighted file overlap around `docs/source/en/continuous_batching.md`; representative PR #46019.",
+      "shared_filenames": [
+        "docs/source/en/continuous_batching.md"
+      ],
+      "shared_directories": [
+        "docs/source/en",
+        "docs/source",
+        "docs"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 46019,
+          "right_pr_number": 46334,
+          "similarity": 0.722,
+          "content_similarity": 0.758,
+          "size_similarity": 0.273,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "docs/source/en/continuous_batching.md"
+          ],
+          "shared_directories": [
+            "docs/source/en",
+            "docs/source",
+            "docs"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-41901-2",
       "pr_numbers": [
@@ -3578,7 +3615,7 @@
           "left_pr_number": 41901,
           "right_pr_number": 45523,
           "similarity": 0.719,
-          "content_similarity": 0.779,
+          "content_similarity": 0.778,
           "size_similarity": 0.158,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3764,7 +3801,7 @@
           "left_pr_number": 43654,
           "right_pr_number": 46323,
           "similarity": 0.602,
-          "content_similarity": 0.541,
+          "content_similarity": 0.542,
           "size_similarity": 0.491,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.985,
@@ -3787,7 +3824,7 @@
         46174
       ],
       "representative_pr_number": 45932,
-      "average_similarity": 0.595,
+      "average_similarity": 0.596,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/vit_mae/modeling_vit_mae.py`, `src/transformers/models/vit_mae/modular_vit_mae.py`, `src/transformers/models/aimv2/modeling_aimv2.py`; representative PR #45932.",
       "shared_filenames": [
         "src/transformers/models/vit_mae/modeling_vit_mae.py",
@@ -3813,7 +3850,7 @@
         {
           "left_pr_number": 45932,
           "right_pr_number": 46174,
-          "similarity": 0.595,
+          "similarity": 0.596,
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           "size_similarity": 0.248,
           "breadth_similarity": 0.679,
@@ -3904,7 +3941,7 @@
           "left_pr_number": 45541,
           "right_pr_number": 46177,
           "similarity": 0.533,
-          "content_similarity": 0.436,
+          "content_similarity": 0.437,
           "size_similarity": 0.519,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -4027,7 +4064,7 @@
         43649
       ],
       "representative_pr_number": 43532,
-      "average_similarity": 0.506,
+      "average_similarity": 0.507,
       "summary": "2 open PRs share weighted file overlap around `utils/notification_service.py`, `.github/workflows/self-comment-ci.yml`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
       "shared_filenames": [
         "utils/notification_service.py",
@@ -4047,7 +4084,7 @@
         {
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-          "similarity": 0.506,
+          "similarity": 0.507,
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           "size_similarity": 0.395,
           "breadth_similarity": 0.875,
@@ -4091,7 +4128,7 @@
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