Refresh transformers dataset snapshot 20260516T180036Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+      "heuristic_note": "young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 77,
+        "merged_pr_count": 21,
+        "closed_unmerged_pr_count": 47,
+        "open_pr_count": 9,
+        "merged_pr_rate": 0.2727,
+        "closed_unmerged_pr_rate": 0.6104,
+        "still_open_pr_rate": 0.1169,
+        "distinct_repos_with_authored_prs": 37,
+        "distinct_repos_with_open_prs": 6
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46008,
+            "title": "chore: Automated Quality Improvements",
+            "url": "https://github.com/huggingface/transformers/pull/46008",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-16T15:42:56Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "puneetdixit200",
+      "name": "Puneet Dixit",
+      "profile_url": "https://github.com/puneetdixit200",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apuneetdixit200",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apuneetdixit200",
+      "repo_first_seen_at": "2026-05-16T09:13:29Z",
+      "repo_last_seen_at": "2026-05-16T12:05:08Z",
+      "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": 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": 223,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "young account; high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 9,
+        "merged_pr_count": 3,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 6,
+        "merged_pr_rate": 0.3333,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 0.6667,
+        "distinct_repos_with_authored_prs": 8,
+        "distinct_repos_with_open_prs": 5
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46003,
+            "title": "Fix DeepSeekV4 compressor padding masks",
+            "url": "https://github.com/huggingface/transformers/pull/46003",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-16T12:05:08Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "ranjithchinnanan",
       "name": null,

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260516T120032Z`
-- Generated: `2026-05-16T12:01:13Z`
+- Snapshot: `20260516T180036Z`
+- Generated: `2026-05-16T18:01:22Z`
 - Activity window: `60d`
-- Contributors: `350`
+- Contributors: `353`
 
 ## Summary
 
@@ -115,6 +115,7 @@
 | `matdou` | [profile](https://github.com/matdou) | no | FIRST_TIME_CONTRIBUTOR | 1502d | `2026-03-26T23:00:35Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `maxsloef-goodfire` | [profile](https://github.com/maxsloef-goodfire) | no | CONTRIBUTOR | 315d | `2026-03-21T20:25:51Z` | 2 | 0 | mixed | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `moonbogi` | [profile](https://github.com/moonbogi) | no | CONTRIBUTOR | 3943d | `2026-04-27T22:45:13Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `nileshpatil6` | [profile](https://github.com/nileshpatil6) | yes | FIRST_TIME_CONTRIBUTOR | 1148d | `2026-05-16T14:53:41Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `onwp` | [profile](https://github.com/onwp) | no | CONTRIBUTOR | 2575d | `2026-04-01T05:05:40Z` | 2 | 0 | mixed | high | low | broad repo spread; high open PR share; targets high-star repos |
 | `orbisai0security` | [profile](https://github.com/orbisai0security) | no | NONE | 160d | `2026-03-30T15:02:06Z` | 2 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `osman-akkawi` | [profile](https://github.com/osman-akkawi) | no | NONE | 825d | `2026-03-27T17:04:14Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -195,7 +196,6 @@
 | `1fanwang` | [profile](https://github.com/1fanwang) | no | FIRST_TIME_CONTRIBUTOR | 3545d | `2026-05-12T13:51:52Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `aaronmjz` | [profile](https://github.com/aaronmjz) | no | FIRST_TIMER | 1072d | `2026-05-10T17:17:58Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `aarushisingh04` | [profile](https://github.com/aarushisingh04) | no | CONTRIBUTOR | 1351d | `2026-03-27T18:26:03Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
-| `aayushbaluni` | [profile](https://github.com/aayushbaluni) | no | NONE | 1999d | `2026-03-17T17:20:35Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `Abdeltoto` | [profile](https://github.com/Abdeltoto) | no | NONE | 265d | `2026-04-22T02:56:43Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share |
 | `abhiprd200` | [profile](https://github.com/abhiprd200) | no | FIRST_TIMER | 42d | `2026-04-24T18:01:06Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `abidlabs` | [profile](https://github.com/abidlabs) | no | MEMBER | 5075d | `2026-01-13T19:16:29Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
@@ -215,6 +215,7 @@
 | `andrewor14` | [profile](https://github.com/andrewor14) | no | CONTRIBUTOR | 4996d | `2026-04-08T15:42:16Z` | 1 | 0 | strong | moderate | low | — |
 | `anshuS1310` | [profile](https://github.com/anshuS1310) | no | CONTRIBUTOR | 149d | `2026-03-21T09:59:07Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
 | `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 |
+| `Apeksha23-hub` | [profile](https://github.com/Apeksha23-hub) | yes | FIRST_TIME_CONTRIBUTOR | 79d | `2026-05-16T13:17:12Z` | 1 | 0 | mixed | low | low | very new account; no visible non-self stars; targets high-star repos |
 | `ArjunSrivastava1` | [profile](https://github.com/ArjunSrivastava1) | no | CONTRIBUTOR | 430d | `2026-05-07T18:36:08Z` | 1 | 0 | weak | moderate | low | high open PR share |
 | `ArkaD171717` | [profile](https://github.com/ArkaD171717) | no | FIRST_TIME_CONTRIBUTOR | 1206d | `2026-05-02T09:31:22Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `aryanp2107` | [profile](https://github.com/aryanp2107) | no | NONE | 1390d | `2026-04-25T21:44:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -224,7 +225,7 @@
 | `balgaly` | [profile](https://github.com/balgaly) | no | NONE | 3775d | `2026-04-05T15:38:58Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs |
 | `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `belamaran96-coder` | [profile](https://github.com/belamaran96-coder) | no | NONE | 288d | `2026-05-03T16:53:02Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
-| `blut-agent` | [profile](https://github.com/blut-agent) | yes | FIRST_TIME_CONTRIBUTOR | 23d | `2026-05-16T06:31:21Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
+| `blut-agent` | [profile](https://github.com/blut-agent) | no | FIRST_TIME_CONTRIBUTOR | 23d | `2026-05-16T06:31:21Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | NONE | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Caromisc` | [profile](https://github.com/Caromisc) | no | CONTRIBUTOR | 2207d | `2026-05-07T11:04:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `chirag-gupta-07` | [profile](https://github.com/chirag-gupta-07) | no | FIRST_TIMER | 276d | `2026-05-11T05:43:53Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -235,7 +236,6 @@
 | `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `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 |
-| `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `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 |
@@ -265,7 +265,7 @@
 | `IgnazioDS` | [profile](https://github.com/IgnazioDS) | no | NONE | 1078d | `2026-03-30T19:13:52Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `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 |
-| `irfaan101` | [profile](https://github.com/irfaan101) | yes | FIRST_TIME_CONTRIBUTOR | 613d | `2026-05-16T11:43:33Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `irfaan101` | [profile](https://github.com/irfaan101) | no | FIRST_TIME_CONTRIBUTOR | 613d | `2026-05-16T11:43:33Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `Jeevang1-epic` | [profile](https://github.com/Jeevang1-epic) | no | CONTRIBUTOR | 207d | `2026-04-24T19:22:05Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `Jess-Co-Del` | [profile](https://github.com/Jess-Co-Del) | no | FIRST_TIME_CONTRIBUTOR | 2201d | `2026-03-23T17:02:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -310,11 +310,14 @@
 | `pdufour` | [profile](https://github.com/pdufour) | no | FIRST_TIME_CONTRIBUTOR | 5247d | `2026-04-04T00:15:04Z` | 1 | 0 | weak | moderate | low | high open PR share |
 | `PHclaw` | [profile](https://github.com/PHclaw) | no | NONE | 26d | `2026-04-29T02:08:23Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `pnehete23` | [profile](https://github.com/pnehete23) | no | NONE | 867d | `2026-03-26T08:52:10Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `poojansatani` | [profile](https://github.com/poojansatani) | yes | FIRST_TIMER | 1048d | `2026-05-16T15:35:41Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `popotest` | [profile](https://github.com/popotest) | no | NONE | 78d | `2026-03-26T15:33:19Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `prakhar-agarwal` | [profile](https://github.com/prakhar-agarwal) | no | FIRST_TIME_CONTRIBUTOR | 4776d | `2026-03-22T05:20:22Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `pramilajangid` | [profile](https://github.com/pramilajangid) | no | NONE | 3043d | `2026-03-24T09:57:20Z` | 1 | 0 | mixed | moderate | low | — |
 | `pratapyash` | [profile](https://github.com/pratapyash) | no | NONE | 3227d | `2026-04-24T07:14:52Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `pritishyuvraj` | [profile](https://github.com/pritishyuvraj) | no | FIRST_TIME_CONTRIBUTOR | 3913d | `2026-04-30T04:36:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Protocol-zero-0` | [profile](https://github.com/Protocol-zero-0) | yes | NONE | 110d | `2026-05-16T15:42:56Z` | 1 | 0 | weak | very high | high | young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
+| `puneetdixit200` | [profile](https://github.com/puneetdixit200) | yes | FIRST_TIME_CONTRIBUTOR | 223d | `2026-05-16T09:13:29Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
 | `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 1 | 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` | 1 | 0 | mixed | low | low | — |
 | `Ratwood98` | [profile](https://github.com/Ratwood98) | no | CONTRIBUTOR | 1899d | `2026-05-07T23:30:45Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -2824,6 +2827,28 @@ Example artifacts:
 - [PR #45703: chore(typing): add ty type checking for 10 utility files](https://github.com/huggingface/transformers/pull/45703) — closed, merged
 - [PR #45667: chore(typing): add ty type checking for 3 pipeline files](https://github.com/huggingface/transformers/pull/45667) — closed, merged
 
+### `nileshpatil6`
+
+- profile: [github.com/nileshpatil6](https://github.com/nileshpatil6)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Anileshpatil6)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anileshpatil6)
+- repo first seen: `2026-05-16T14:53:41Z`
+- repo last seen: `2026-05-16T14:54:31Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1148 days**
+- recent public PR activity: **46 PRs** (8 merged / 22 closed-unmerged / 16 open; merged rate **17%**, closed-unmerged rate **48%**, open rate **35%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
+- heuristic read: **high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #46006: fix: owned_by field in GET /v1/models returns list instead of string](https://github.com/huggingface/transformers/pull/46006) — open
+- [PR #46005: fix: StaticLayer.get_seq_length() returns int not Tensor](https://github.com/huggingface/transformers/pull/46005) — open
+
 ### `onwp`
 
 - profile: [github.com/onwp](https://github.com/onwp)
@@ -4604,27 +4629,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45067: feat: trainer resume_from_checkpoint support hub downloads (#43375)](https://github.com/huggingface/transformers/pull/45067) — open
 
-### `aayushbaluni`
-
-- profile: [github.com/aayushbaluni](https://github.com/aayushbaluni)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aaayushbaluni)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aaayushbaluni)
-- repo first seen: `2026-03-17T17:20:35Z`
-- repo last seen: `2026-03-17T17:20:35Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1999 days**
-- recent public PR activity: **91 PRs** (6 merged / 65 closed-unmerged / 20 open; merged rate **7%**, closed-unmerged rate **71%**, open rate **22%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44800: fix: handle dict vocab in CamembertTokenizer for tokenizer.json (#44488)](https://github.com/huggingface/transformers/pull/44800) — closed
-
 ### `Abdeltoto`
 
 - profile: [github.com/Abdeltoto](https://github.com/Abdeltoto)
@@ -5024,6 +5028,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45345: Fix ByteLevel-BPE tokenizers silently breaking in `LlamaTokenizer`](https://github.com/huggingface/transformers/pull/45345) — closed
 
+### `Apeksha23-hub`
+
+- profile: [github.com/Apeksha23-hub](https://github.com/Apeksha23-hub)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AApeksha23-hub)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AApeksha23-hub)
+- repo first seen: `2026-05-16T13:17:12Z`
+- repo last seen: `2026-05-16T13:17:12Z`
+- 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: **79 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: **very new account; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46004: [Image Processor] Speed up image processors by casting to array before BatchFeature](https://github.com/huggingface/transformers/pull/46004) — open
+
 ### `ArjunSrivastava1`
 
 - profile: [github.com/ArjunSrivastava1](https://github.com/ArjunSrivastava1)
@@ -5220,7 +5245,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ablut-agent)
 - repo first seen: `2026-05-16T06:31:21Z`
 - repo last seen: `2026-05-16T06:31:21Z`
-- 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**
@@ -5445,27 +5470,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45377: Enhance README documentation](https://github.com/huggingface/transformers/pull/45377) — open
 
-### `divyanks`
-
-- profile: [github.com/divyanks](https://github.com/divyanks)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adivyanks)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adivyanks)
-- repo first seen: `2026-03-17T16:51:46Z`
-- repo last seen: `2026-03-17T16:51:46Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **4327 days**
-- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44798: Add MPS (Apple Silicon) example and documentation](https://github.com/huggingface/transformers/pull/44798) — closed
-
 ### `douglas-reid`
 
 - profile: [github.com/douglas-reid](https://github.com/douglas-reid)
@@ -6082,7 +6086,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Airfaan101)
 - repo first seen: `2026-05-16T11:43:33Z`
 - repo last seen: `2026-05-16T11:43:33Z`
-- 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**
@@ -7020,6 +7024,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45015: fix: guard sys.modules access in _can_set_attn/experts_implementation](https://github.com/huggingface/transformers/pull/45015) — closed
 
+### `poojansatani`
+
+- profile: [github.com/poojansatani](https://github.com/poojansatani)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apoojansatani)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apoojansatani)
+- repo first seen: `2026-05-16T15:35:41Z`
+- repo last seen: `2026-05-16T15:41:15Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIMER**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **1048 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; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46007: docs: fix OOM/hang for Qwen dynamic resolution models by setting min_pixels and max_pixels](https://github.com/huggingface/transformers/pull/46007) — open
+
 ### `popotest`
 
 - profile: [github.com/popotest](https://github.com/popotest)
@@ -7125,6 +7150,48 @@ Example artifacts:
 Example artifacts:
 - [PR #45709: Added SWA and Linear Attention to Llama3.2-1b](https://github.com/huggingface/transformers/pull/45709) — open
 
+### `Protocol-zero-0`
+
+- profile: [github.com/Protocol-zero-0](https://github.com/Protocol-zero-0)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AProtocol-zero-0)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AProtocol-zero-0)
+- repo first seen: `2026-05-16T15:42:56Z`
+- repo last seen: `2026-05-16T16:02:53Z`
+- first seen in snapshot: **yes**
+- 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**
+- account age: **110 days**
+- recent public PR activity: **77 PRs** (21 merged / 47 closed-unmerged / 9 open; merged rate **27%**, closed-unmerged rate **61%**, open rate **12%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #46008: chore: Automated Quality Improvements](https://github.com/huggingface/transformers/pull/46008) — closed
+
+### `puneetdixit200`
+
+- profile: [github.com/puneetdixit200](https://github.com/puneetdixit200)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apuneetdixit200)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apuneetdixit200)
+- repo first seen: `2026-05-16T09:13:29Z`
+- repo last seen: `2026-05-16T12:05:08Z`
+- 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: **1 comments / 0 reviews / 0 review comments**
+- account age: **223 days**
+- recent public PR activity: **9 PRs** (3 merged / 0 closed-unmerged / 6 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **young account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46003: Fix DeepSeekV4 compressor padding masks](https://github.com/huggingface/transformers/pull/46003) — open
+
 ### `ranjithchinnanan`
 
 - profile: [github.com/ranjithchinnanan](https://github.com/ranjithchinnanan)

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@@ -1637,8 +1637,8 @@
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@@ -1676,7 +1676,7 @@
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@@ -1710,8 +1710,8 @@
         {
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@@ -1761,7 +1761,7 @@
         {
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-          "similarity": 0.419,
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           "size_similarity": 0.13,
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@@ -1777,6 +1777,118 @@
         }
       ]
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+    {
+      "cluster_id": "pr-scope-33686-4",
+      "pr_numbers": [
+        33686,
+        44407,
+        44550,
+        46007
+      ],
+      "representative_pr_number": 44550,
+      "average_similarity": 0.358,
+      "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
+      "shared_filenames": [],
+      "shared_directories": [
+        "docs/source/en",
+        "docs/source",
+        "docs",
+        "docs/source/en/model_doc"
+      ],
+      "pairwise": [
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+          "left_pr_number": 33686,
+          "right_pr_number": 44550,
+          "similarity": 0.393,
+          "content_similarity": 0.133,
+          "size_similarity": 1.0,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "docs/source/en/model_doc",
+            "docs/source/en",
+            "docs/source",
+            "docs"
+          ]
+        },
+        {
+          "left_pr_number": 44407,
+          "right_pr_number": 44550,
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+          "size_similarity": 0.957,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "docs/source/en",
+            "docs/source",
+            "docs"
+          ]
+        },
+        {
+          "left_pr_number": 33686,
+          "right_pr_number": 44407,
+          "similarity": 0.352,
+          "content_similarity": 0.084,
+          "size_similarity": 0.957,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "docs/source/en",
+            "docs/source",
+            "docs"
+          ]
+        },
+        {
+          "left_pr_number": 44550,
+          "right_pr_number": 46007,
+          "similarity": 0.349,
+          "content_similarity": 0.088,
+          "size_similarity": 0.917,
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+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
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+            "docs/source",
+            "docs"
+          ]
+        },
+        {
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+          "similarity": 0.348,
+          "content_similarity": 0.078,
+          "size_similarity": 0.958,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "docs/source/en",
+            "docs/source",
+            "docs"
+          ]
+        },
+        {
+          "left_pr_number": 33686,
+          "right_pr_number": 46007,
+          "similarity": 0.339,
+          "content_similarity": 0.074,
+          "size_similarity": 0.917,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [],
+          "shared_directories": [
+            "docs/source/en",
+            "docs/source",
+            "docs"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44066-3",
       "pr_numbers": [
@@ -1857,6 +1969,74 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-44893-3",
+      "pr_numbers": [
+        44893,
+        45997,
+        46005
+      ],
+      "representative_pr_number": 46005,
+      "average_similarity": 0.695,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #46005.",
+      "shared_filenames": [
+        "src/transformers/cache_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers",
+        "src"
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+      "pairwise": [
+        {
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+          "right_pr_number": 46005,
+          "similarity": 0.781,
+          "content_similarity": 0.806,
+          "size_similarity": 0.444,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+          "shared_directories": [
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+            "src"
+          ]
+        },
+        {
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+          "content_similarity": 0.79,
+          "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": 44893,
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+          "content_similarity": 0.492,
+          "size_similarity": 0.5,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44015-3",
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@@ -2112,7 +2292,7 @@
         {
           "left_pr_number": 42975,
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@@ -2200,7 +2380,7 @@
           "left_pr_number": 41097,
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@@ -2215,7 +2395,7 @@
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           "size_similarity": 0.267,
           "breadth_similarity": 1.0,
@@ -2344,6 +2524,84 @@
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       ]
     },
+    {
+      "cluster_id": "pr-scope-45974-3",
+      "pr_numbers": [
+        45974,
+        45975,
+        46006
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+      "representative_pr_number": 45974,
+      "average_similarity": 0.44,
+      "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45974.",
+      "shared_filenames": [
+        "src/transformers/cli/serving/model_manager.py",
+        "src/transformers/cli/serve.py"
+      ],
+      "shared_directories": [
+        "src/transformers/cli/serving",
+        "src/transformers/cli",
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45974,
+          "right_pr_number": 45975,
+          "similarity": 0.593,
+          "content_similarity": 0.538,
+          "size_similarity": 0.451,
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+          "concentration_similarity": 0.975,
+          "shared_filenames": [
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+            "src/transformers/cli/serving/model_manager.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli/serving",
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45974,
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+          "content_similarity": 0.477,
+          "size_similarity": 0.2,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.667,
+          "shared_filenames": [
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+          ],
+          "shared_directories": [
+            "src/transformers/cli/serving",
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 45975,
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+          "content_similarity": 0.305,
+          "size_similarity": 0.09,
+          "breadth_similarity": 0.333,
+          "concentration_similarity": 0.692,
+          "shared_filenames": [
+            "src/transformers/cli/serving/model_manager.py"
+          ],
+          "shared_directories": [
+            "src/transformers/cli/serving",
+            "src/transformers/cli",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-44907-3",
       "pr_numbers": [
@@ -2513,7 +2771,7 @@
         {
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@@ -2566,7 +2824,7 @@
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@@ -2583,8 +2841,8 @@
         {
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-          "similarity": 0.406,
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+          "similarity": 0.407,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2601,7 +2859,7 @@
           "left_pr_number": 44385,
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           "similarity": 0.383,
-          "content_similarity": 0.248,
+          "content_similarity": 0.249,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 1.0,
@@ -2616,72 +2874,6 @@
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-    {
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-      "pr_numbers": [
-        33686,
-        44407,
-        44550
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-      "representative_pr_number": 44550,
-      "average_similarity": 0.37,
-      "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
-      "shared_filenames": [],
-      "shared_directories": [
-        "docs/source/en",
-        "docs/source",
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-          "shared_directories": [
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-            "docs/source/en",
-            "docs/source",
-            "docs"
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-        {
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-          "shared_directories": [
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-            "docs/source",
-            "docs"
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-        {
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-          "shared_directories": [
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-            "docs/source",
-            "docs"
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     {
       "cluster_id": "pr-scope-44889-3",
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@@ -2705,7 +2897,7 @@
         {
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@@ -2723,7 +2915,7 @@
         {
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-          "similarity": 0.354,
+          "similarity": 0.355,
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           "breadth_similarity": 1.0,
@@ -3058,7 +3250,7 @@
           "left_pr_number": 45683,
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           "similarity": 0.817,
-          "content_similarity": 0.864,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 0.871,
@@ -3397,47 +3589,6 @@
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-      "pr_numbers": [
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-        45975
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-      "summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45974.",
-      "shared_filenames": [
-        "src/transformers/cli/serving/model_manager.py",
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-      "shared_directories": [
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-        "src/transformers/cli",
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-            "src/transformers/cli/serving/model_manager.py"
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-          "shared_directories": [
-            "src/transformers/cli/serving",
-            "src/transformers/cli",
-            "src/transformers",
-            "src"
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-        }
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-    },
     {
       "cluster_id": "pr-scope-45821-2",
       "pr_numbers": [
@@ -3472,7 +3623,7 @@
           "left_pr_number": 45821,
           "right_pr_number": 45984,
           "similarity": 0.597,
-          "content_similarity": 0.654,
+          "content_similarity": 0.655,
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           "breadth_similarity": 0.4,
           "concentration_similarity": 0.903,
@@ -3500,41 +3651,6 @@
         }
       ]
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-    {
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-      "pr_numbers": [
-        44893,
-        45997
-      ],
-      "representative_pr_number": 44893,
-      "average_similarity": 0.562,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #44893.",
-      "shared_filenames": [
-        "src/transformers/cache_utils.py"
-      ],
-      "shared_directories": [
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-        "src"
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-          "breadth_similarity": 1.0,
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-          "shared_filenames": [
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-          "shared_directories": [
-            "src/transformers",
-            "src"
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     {
       "cluster_id": "pr-scope-44101-2",
       "pr_numbers": [
@@ -3786,7 +3902,7 @@
           "left_pr_number": 45056,
           "right_pr_number": 45128,
           "similarity": 0.498,
-          "content_similarity": 0.391,
+          "content_similarity": 0.392,
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           "concentration_similarity": 0.724,
@@ -3945,7 +4061,7 @@
         45233
       ],
       "representative_pr_number": 40755,
-      "average_similarity": 0.473,
+      "average_similarity": 0.474,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/timesfm/modeling_timesfm.py`, `src/transformers/models/timesfm/modular_timesfm.py`, `tests/models/timesfm/test_modeling_timesfm.py`; representative PR #40755.",
       "shared_filenames": [
         "src/transformers/models/timesfm/modeling_timesfm.py",
@@ -3965,7 +4081,7 @@
         {
           "left_pr_number": 40755,
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-          "similarity": 0.473,
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           "size_similarity": 0.266,
           "breadth_similarity": 0.792,
@@ -4082,42 +4198,42 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-42112-2",
+      "cluster_id": "pr-scope-45634-2",
       "pr_numbers": [
-        42112,
-        45413
+        45634,
+        45880
       ],
-      "representative_pr_number": 42112,
-      "average_similarity": 0.421,
-      "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`; representative PR #42112.",
+      "representative_pr_number": 45634,
+      "average_similarity": 0.422,
+      "summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/quantizer_finegrained_fp8.py`, `src/transformers/integrations/finegrained_fp8.py`; representative PR #45634.",
       "shared_filenames": [
-        "src/transformers/generation/logits_process.py",
-        "tests/generation/test_logits_process.py"
+        "src/transformers/quantizers/quantizer_finegrained_fp8.py",
+        "src/transformers/integrations/finegrained_fp8.py"
       ],
       "shared_directories": [
-        "src/transformers/generation",
-        "tests/generation",
+        "src/transformers/quantizers",
+        "src/transformers/integrations",
         "src/transformers",
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         "src"
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         {
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