Refresh transformers dataset snapshot 20260713T120047Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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new-contributors-report.md

@@ -1,28 +1,28 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260713T060023Z`
-- Generated: `2026-07-13T06:01:36Z`
+- Snapshot: `20260713T120047Z`
+- Generated: `2026-07-13T12:02:53Z`
 - Activity window: `60d`
-- Contributors: `368`
+- Contributors: `367`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
 | `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-02-05T12:51:57Z` | 142 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
-| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 117 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
-| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 108 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 118 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 109 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 107 | 7 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-07-19T13:27:51Z` | 101 | 0 | 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` | 75 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
 | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 70 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 58 | 2 | mixed | low | low | targets high-star repos |
 | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 51 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
-| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2025-09-11T21:27:59Z` | 50 | 1 | strong | low | low | targets high-star repos |
+| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2025-09-11T21:27:59Z` | 51 | 1 | strong | low | low | targets high-star repos |
 | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 48 | 0 | strong | low | low | targets high-star repos |
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-10-14T03:02:06Z` | 44 | 1 | strong | moderate | low | targets high-star repos |
+| `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 37 | 20 | strong | low | low | targets high-star repos |
 | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 37 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
-| `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 36 | 20 | strong | low | low | targets high-star repos |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 35 | 4 | strong | moderate | low | high recent PR volume |
 | `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 34 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 33 | 4 | strong | low | low | — |
@@ -31,12 +31,12 @@
 | `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3752d | `2025-08-10T08:43:09Z` | 30 | 0 | weak | moderate | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `sergereview[bot]` | [profile](https://github.com/sergereview[bot]) | no | CONTRIBUTOR | ?d | `2026-05-13T06:40:41Z` | 29 | 0 | n/a | n/a | n/a | summary unavailable |
 | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 27 | 15 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
+| `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 27 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 27 | 0 | n/a | n/a | n/a | summary unavailable |
-| `hmellor` | [profile](https://github.com/hmellor) | no | MEMBER | 3592d | `2025-08-14T10:03:14Z` | 26 | 2 | strong | low | low | high recent PR volume; targets high-star repos |
+| `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 23 | 0 | strong | moderate | low | — |
 | `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | CONTRIBUTOR | 2841d | `2026-06-18T09:58:22Z` | 23 | 0 | weak | moderate | medium | high recent PR volume; high open PR share; targets high-star repos |
-| `Abdennacer-Badaoui` | [profile](https://github.com/Abdennacer-Badaoui) | no | MEMBER | 1414d | `2026-01-08T18:13:10Z` | 22 | 0 | strong | moderate | low | — |
+| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 22 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
 | `michaelbenayoun` | [profile](https://github.com/michaelbenayoun) | no | MEMBER | 3365d | `2024-10-24T15:39:49Z` | 21 | 0 | strong | moderate | low | targets high-star repos |
-| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6569d | `2025-09-08T13:05:54Z` | 20 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
 | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1497d | `2025-12-24T11:54:53Z` | 20 | 0 | mixed | moderate | low | — |
 | `LinZiyuu` | [profile](https://github.com/LinZiyuu) | no | CONTRIBUTOR | 1483d | `2026-05-13T14:52:41Z` | 16 | 1 | weak | moderate | low | high open PR share |
 | `ebezzam` | [profile](https://github.com/ebezzam) | no | MEMBER | 4714d | `2025-07-25T12:59:52Z` | 15 | 0 | mixed | low | low | high open PR share |
@@ -62,20 +62,19 @@
 | `kaivalya-cyber` | [profile](https://github.com/kaivalya-cyber) | no | NONE | 1067d | `2026-07-09T05:30:44Z` | 6 | 0 | weak | high | low | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `KirtiRamchandani` | [profile](https://github.com/KirtiRamchandani) | no | NONE | 3143d | `2026-06-13T17:53:25Z` | 6 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `leaderofARS` | [profile](https://github.com/leaderofARS) | no | CONTRIBUTOR | 660d | `2025-12-04T12:38:46Z` | 6 | 0 | strong | moderate | low | — |
-| `XciD` | [profile](https://github.com/XciD) | no | MEMBER | 4481d | `2026-05-14T05:53:53Z` | 6 | 0 | mixed | high | low | extremely high recent PR volume; broad repo spread |
 | `sharmax-vikas` | [profile](https://github.com/sharmax-vikas) | no | CONTRIBUTOR | 702d | `2026-06-18T18:50:23Z` | 5 | 5 | weak | low | low | high open PR share; targets high-star repos |
 | `dhruv7477` | [profile](https://github.com/dhruv7477) | no | CONTRIBUTOR | 1645d | `2026-04-29T09:34:56Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `filipinescu` | [profile](https://github.com/filipinescu) | no | CONTRIBUTOR | 953d | `2026-05-22T20:20:49Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `kamran-nizamani` | [profile](https://github.com/kamran-nizamani) | no | CONTRIBUTOR | 622d | `2026-06-11T21:16:42Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-09-05T15:52:11Z` | 5 | 0 | strong | moderate | low | high recent PR volume |
 | `SebTardif` | [profile](https://github.com/SebTardif) | no | CONTRIBUTOR | 5216d | `2026-05-19T17:17:53Z` | 5 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `sridhar-3009` | [profile](https://github.com/sridhar-3009) | no | FIRST_TIME_CONTRIBUTOR | 1347d | `2026-07-10T04:10:03Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
+| `sridhar-3009` | [profile](https://github.com/sridhar-3009) | no | NONE | 1347d | `2026-07-10T04:10:03Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `Sriniketh24` | [profile](https://github.com/Sriniketh24) | no | CONTRIBUTOR | 609d | `2026-05-18T14:39:34Z` | 5 | 0 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3573d | `2026-04-02T19:05:35Z` | 4 | 0 | strong | low | low | targets high-star repos |
 | `irfaan101` | [profile](https://github.com/irfaan101) | no | CONTRIBUTOR | 613d | `2026-05-16T11:43:33Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `muhamedfazalps` | [profile](https://github.com/muhamedfazalps) | no | CONTRIBUTOR | 1469d | `2026-06-23T06:57:49Z` | 4 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 4 | 0 | mixed | low | low | — |
-| `rodrigoheniquesouza` | [profile](https://github.com/rodrigoheniquesouza) | yes | FIRST_TIME_CONTRIBUTOR | 19d | `2026-07-13T03:46:02Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
+| `rodrigoheniquesouza` | [profile](https://github.com/rodrigoheniquesouza) | no | NONE | 19d | `2026-07-13T03:46:02Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `TheShreyanshiDwivedi` | [profile](https://github.com/TheShreyanshiDwivedi) | no | NONE | 87d | `2026-05-15T10:01:57Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `ZAID646` | [profile](https://github.com/ZAID646) | no | FIRST_TIME_CONTRIBUTOR | 1315d | `2026-07-01T18:24:26Z` | 4 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `ldkhang1201` | [profile](https://github.com/ldkhang1201) | no | CONTRIBUTOR | 1377d | `2026-06-12T19:30:35Z` | 3 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -84,7 +83,6 @@
 | `abhishekkapoorx` | [profile](https://github.com/abhishekkapoorx) | no | CONTRIBUTOR | 1898d | `2026-07-04T09:19:12Z` | 3 | 0 | strong | low | low | — |
 | `ammmanism` | [profile](https://github.com/ammmanism) | no | FIRST_TIME_CONTRIBUTOR | 1620d | `2026-07-09T14:36:07Z` | 3 | 0 | mixed | moderate | low | — |
 | `boringcrypto` | [profile](https://github.com/boringcrypto) | no | CONTRIBUTOR | 5420d | `2026-06-23T10:53:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Chao1Han` | [profile](https://github.com/Chao1Han) | no | FIRST_TIME_CONTRIBUTOR | 1422d | `2026-05-14T09:13:18Z` | 3 | 0 | mixed | moderate | low | high open PR share |
 | `Charuhasini30` | [profile](https://github.com/Charuhasini30) | no | FIRST_TIME_CONTRIBUTOR | 925d | `2026-06-22T06:53:20Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Dovis01` | [profile](https://github.com/Dovis01) | no | CONTRIBUTOR | 2009d | `2026-06-02T09:04:53Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JemmaUZH` | [profile](https://github.com/JemmaUZH) | no | CONTRIBUTOR | 837d | `2026-06-09T15:51:29Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -105,6 +103,7 @@
 | `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | FIRST_TIME_CONTRIBUTOR | 4d | `2026-05-13T10:45:04Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `gante` | [profile](https://github.com/gante) | no | CONTRIBUTOR | 4054d | `2023-02-24T12:09:33Z` | 3 | 2 | strong | low | low | targets high-star repos |
 | `tengomucho` | [profile](https://github.com/tengomucho) | no | MEMBER | 4442d | `2026-04-29T09:26:52Z` | 3 | 1 | mixed | low | low | — |
+| `Chao1Han` | [profile](https://github.com/Chao1Han) | no | FIRST_TIME_CONTRIBUTOR | 1422d | `2026-05-14T09:13:18Z` | 3 | 0 | mixed | moderate | low | high open PR share |
 | `VectorPeak` | [profile](https://github.com/VectorPeak) | no | FIRST_TIME_CONTRIBUTOR | 2084d | `2026-07-03T09:46:12Z` | 2 | 3 | mixed | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos |
 | `arnavkewalram` | [profile](https://github.com/arnavkewalram) | no | CONTRIBUTOR | 904d | `2026-06-15T15:28:55Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `ishan-1010` | [profile](https://github.com/ishan-1010) | no | CONTRIBUTOR | 1588d | `2026-06-01T06:07:21Z` | 2 | 2 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
@@ -178,7 +177,7 @@
 | `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `rmotgi1227` | [profile](https://github.com/rmotgi1227) | no | NONE | 295d | `2026-05-12T21:21:10Z` | 2 | 0 | mixed | moderate | low | young account; targets high-star repos |
 | `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | CONTRIBUTOR | 1796d | `2026-04-06T18:01:42Z` | 2 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
-| `WilliamRoyNelson` | [profile](https://github.com/WilliamRoyNelson) | no | FIRST_TIME_CONTRIBUTOR | 4404d | `2026-02-03T01:06:06Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `WilliamRoyNelson` | [profile](https://github.com/WilliamRoyNelson) | no | CONTRIBUTOR | 4404d | `2026-02-03T01:06:06Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `zRzRzRzRzRzRzR` | [profile](https://github.com/zRzRzRzRzRzRzR) | no | CONTRIBUTOR | 1671d | `2026-01-21T13:37:27Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
 | `andreasgoulas` | [profile](https://github.com/andreasgoulas) | no | CONTRIBUTOR | 5178d | `2026-06-15T09:54:17Z` | 1 | 3 | weak | low | low | high open PR share; targets high-star repos |
 | `AliOsm` | [profile](https://github.com/AliOsm) | no | CONTRIBUTOR | 4434d | `2026-07-12T08:43:51Z` | 1 | 2 | strong | moderate | low | — |
@@ -357,7 +356,7 @@
 | `shreyescodes` | [profile](https://github.com/shreyescodes) | no | NONE | 1108d | `2026-06-17T07:30:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Shylin26` | [profile](https://github.com/Shylin26) | no | NONE | 170d | `2026-06-08T23:29:09Z` | 1 | 0 | weak | moderate | medium | young account; high open PR share |
 | `skshmjn` | [profile](https://github.com/skshmjn) | no | CONTRIBUTOR | 2609d | `2026-05-31T07:49:22Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
-| `smart8986` | [profile](https://github.com/smart8986) | yes | FIRST_TIME_CONTRIBUTOR | 2608d | `2026-07-13T03:38:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `smart8986` | [profile](https://github.com/smart8986) | no | FIRST_TIME_CONTRIBUTOR | 2608d | `2026-07-13T03:38:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `snehasuman019` | [profile](https://github.com/snehasuman019) | no | NONE | 474d | `2026-05-29T16:36:41Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `snkii` | [profile](https://github.com/snkii) | no | FIRST_TIME_CONTRIBUTOR | 2654d | `2026-07-11T06:10:43Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `someaka` | [profile](https://github.com/someaka) | no | NONE | 1845d | `2026-06-07T17:49:40Z` | 1 | 0 | weak | moderate | medium | high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
@@ -409,11 +408,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
 - repo first seen: `2025-03-19T10:58:02Z`
-- repo last seen: `2026-07-09T08:54:59Z`
+- repo last seen: `2026-07-13T09:30:40Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **117**
-- snapshot authored PRs/issues: **117 PRs / 0 issues**
+- repo primary artifacts: **118**
+- snapshot authored PRs/issues: **118 PRs / 0 issues**
 - snapshot discussion activity: **285 comments / 406 reviews / 658 review comments**
 - account age: **2036 days**
 - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
@@ -422,9 +421,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #47294: Kernel native causal_conv1d functions](https://github.com/huggingface/transformers/pull/47294) — open
 - [PR #47203: Fix device_map computation when the no_split_modules have different sizes](https://github.com/huggingface/transformers/pull/47203) — closed, merged
 - [PR #47160: Restrict QuantizedCache to only full attention](https://github.com/huggingface/transformers/pull/47160) — closed, merged
-- [PR #47128: Small improvement](https://github.com/huggingface/transformers/pull/47128) — closed, merged
 
 ### `kaixuanliu`
 
@@ -432,12 +431,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
 - repo first seen: `2025-06-20T09:58:55Z`
-- repo last seen: `2026-07-13T03:41:55Z`
+- repo last seen: `2026-07-13T07:42:11Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **112**
-- snapshot authored PRs/issues: **108 PRs / 4 issues**
-- snapshot discussion activity: **92 comments / 115 reviews / 114 review comments**
+- repo primary artifacts: **113**
+- snapshot authored PRs/issues: **109 PRs / 4 issues**
+- snapshot discussion activity: **93 comments / 115 reviews / 114 review comments**
 - account age: **3934 days**
 - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
 - public orgs: none visible
@@ -445,9 +444,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
-- [PR #47284: [Auto-Fix] Fix failing tests for mimo_v2_flash](https://github.com/huggingface/transformers/pull/47284) — open, draft
+- [PR #47292: tipsv2_dpt: fix failing tests for XPU](https://github.com/huggingface/transformers/pull/47292) — open
+- [PR #47284: Fix failing tests for mimo_v2_flash](https://github.com/huggingface/transformers/pull/47284) — open
 - [PR #47268: Fix failing tests for zaya](https://github.com/huggingface/transformers/pull/47268) — open
-- [PR #47185: Resolve continuous batching XPU availability checks at runtime](https://github.com/huggingface/transformers/pull/47185) — open
 - [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
 - [Issue #44792: Failed test case `test_model_generate_images` for janus model](https://github.com/huggingface/transformers/issues/44792) — closed
 - [Issue #43854: Unable to load `zai-org/GLM-4.7-Flash` model correctly in the unit tests](https://github.com/huggingface/transformers/issues/43854) — closed
@@ -458,12 +457,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atarekziade)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atarekziade)
 - repo first seen: `2026-01-21T16:52:29Z`
-- repo last seen: `2026-07-13T05:58:42Z`
+- repo last seen: `2026-07-13T06:04:39Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **114**
 - snapshot authored PRs/issues: **107 PRs / 7 issues**
-- snapshot discussion activity: **199 comments / 231 reviews / 208 review comments**
+- snapshot discussion activity: **199 comments / 233 reviews / 209 review comments**
 - account age: **5839 days**
 - recent public PR activity: **108 PRs** (92 merged / 3 closed-unmerged / 13 open; merged rate **85%**, closed-unmerged rate **3%**, open rate **12%**)
 - public orgs: `AFPy`, `faitmain`, `circus-tent`
@@ -532,12 +531,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
 - repo first seen: `2023-02-24T14:13:29Z`
-- repo last seen: `2026-07-10T11:49:20Z`
+- repo last seen: `2026-07-13T10:24:14Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **74**
 - snapshot authored PRs/issues: **70 PRs / 4 issues**
-- snapshot discussion activity: **205 comments / 766 reviews / 1536 review comments**
+- snapshot discussion activity: **205 comments / 771 reviews / 1542 review comments**
 - account age: **2590 days**
 - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
 - public orgs: none visible
@@ -608,12 +607,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
 - repo first seen: `2025-09-11T21:27:59Z`
-- repo last seen: `2026-07-13T05:49:23Z`
+- repo last seen: `2026-07-13T06:59:58Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **51**
-- snapshot authored PRs/issues: **50 PRs / 1 issues**
-- snapshot discussion activity: **71 comments / 222 reviews / 234 review comments**
+- repo primary artifacts: **52**
+- snapshot authored PRs/issues: **51 PRs / 1 issues**
+- snapshot discussion activity: **74 comments / 222 reviews / 234 review comments**
 - account age: **1813 days**
 - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
 - public orgs: none visible
@@ -621,9 +620,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #47291: Deprecate CB config in gen configuration](https://github.com/huggingface/transformers/pull/47291) — open
 - [PR #47290: [Improvement] Formalize KV sharing](https://github.com/huggingface/transformers/pull/47290) — open
 - [PR #47126: [Fix] Make DeepGEMM triton fallback more robust](https://github.com/huggingface/transformers/pull/47126) — closed, merged
-- [PR #47117: [Fix] Remove old automatic cross attn pattern from output recorders](https://github.com/huggingface/transformers/pull/47117) — closed, merged
 - [Issue #46516: [Continuous batching] Tracker for issues and feature requests](https://github.com/huggingface/transformers/issues/46516) — open
 
 ### `Rocketknight1`
@@ -632,12 +631,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1)
 - repo first seen: `2023-02-27T14:00:41Z`
-- repo last seen: `2026-07-10T16:29:07Z`
+- repo last seen: `2026-07-13T11:56:32Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **48**
 - snapshot authored PRs/issues: **48 PRs / 0 issues**
-- snapshot discussion activity: **897 comments / 355 reviews / 238 review comments**
+- snapshot discussion activity: **901 comments / 356 reviews / 238 review comments**
 - account age: **3961 days**
 - recent public PR activity: **17 PRs** (16 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
 - public orgs: `huggingface`
@@ -673,40 +672,17 @@ Example artifacts:
 - [PR #47159: Extend continuous batching memory prediction test to XPU](https://github.com/huggingface/transformers/pull/47159) — 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
 
-### `itazap`
-
-- profile: [github.com/itazap](https://github.com/itazap)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aitazap)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aitazap)
-- repo first seen: `2024-10-21T07:08:47Z`
-- repo last seen: `2026-07-09T14:27:28Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **37**
-- snapshot authored PRs/issues: **37 PRs / 0 issues**
-- snapshot discussion activity: **70 comments / 77 reviews / 50 review comments**
-- account age: **3139 days**
-- recent public PR activity: **20 PRs** (10 merged / 5 closed-unmerged / 5 open; merged rate **50%**, closed-unmerged rate **25%**, open rate **25%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #46816: blip 2 fix](https://github.com/huggingface/transformers/pull/46816) — closed, merged
-- [PR #46667: mistral common backend fix](https://github.com/huggingface/transformers/pull/46667) — closed, merged
-- [PR #46658: wip step 3 7 flash](https://github.com/huggingface/transformers/pull/46658) — open
-
 ### `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: `2026-07-09T09:48:22Z`
+- repo last seen: `2026-07-13T11:03:09Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **56**
-- snapshot authored PRs/issues: **36 PRs / 20 issues**
+- repo primary artifacts: **57**
+- snapshot authored PRs/issues: **37 PRs / 20 issues**
 - snapshot discussion activity: **114 comments / 148 reviews / 148 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%**)
@@ -715,13 +691,36 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #47300: fix(musicflamingo): Fix dtype mismatch with _keep_in_fp32_modules_strict override](https://github.com/huggingface/transformers/pull/47300) — open
 - [PR #46992: feat[vLLM x v5]: Rename audio_processor to feature_extractor on Granite Speech and Phi-4 Multimodal processors](https://github.com/huggingface/transformers/pull/46992) — closed
 - [PR #46825: model: Add NVIDIA Canary-1B-v2 to Transformers](https://github.com/huggingface/transformers/pull/46825) — open
-- [PR #46472: feat[vLLM x v5]: Expose max_source_positions on VibeVoiceAsrConfig](https://github.com/huggingface/transformers/pull/46472) — 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
 
+### `itazap`
+
+- profile: [github.com/itazap](https://github.com/itazap)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aitazap)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aitazap)
+- repo first seen: `2024-10-21T07:08:47Z`
+- repo last seen: `2026-07-13T11:04:19Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **37**
+- snapshot authored PRs/issues: **37 PRs / 0 issues**
+- snapshot discussion activity: **70 comments / 78 reviews / 50 review comments**
+- account age: **3139 days**
+- recent public PR activity: **20 PRs** (10 merged / 5 closed-unmerged / 5 open; merged rate **50%**, closed-unmerged rate **25%**, open rate **25%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46816: blip 2 fix](https://github.com/huggingface/transformers/pull/46816) — closed, merged
+- [PR #46667: mistral common backend fix](https://github.com/huggingface/transformers/pull/46667) — closed, merged
+- [PR #46658: wip step 3 7 flash](https://github.com/huggingface/transformers/pull/46658) — open
+
 ### `jiqing-feng`
 
 - profile: [github.com/jiqing-feng](https://github.com/jiqing-feng)
@@ -917,6 +916,31 @@ Example artifacts:
 - [Issue #46559: `apply_chat_template(return_assistant_tokens_mask=True)` returns an empty assistant mask for VLM processors when an image is present](https://github.com/huggingface/transformers/issues/46559) — closed
 - [Issue #45419: Chat template inconsistencies in tool-calling support](https://github.com/huggingface/transformers/issues/45419) — open
 
+### `hmellor`
+
+- profile: [github.com/hmellor](https://github.com/hmellor)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahmellor)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahmellor)
+- repo first seen: `2025-08-14T10:03:14Z`
+- repo last seen: `2026-07-13T09:56:54Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **29**
+- snapshot authored PRs/issues: **27 PRs / 2 issues**
+- snapshot discussion activity: **33 comments / 62 reviews / 33 review comments**
+- account age: **3592 days**
+- recent public PR activity: **79 PRs** (72 merged / 3 closed-unmerged / 4 open; merged rate **91%**, closed-unmerged rate **4%**, open rate **5%**)
+- public orgs: `huggingface`, `vllm-project`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **high recent PR volume; targets high-star repos**
+
+Example artifacts:
+- [PR #47296: Make `MODEL_IDS_TO_TOKENIZERS_BACKEND` capture all DeepSeek R1 distills](https://github.com/huggingface/transformers/pull/47296) — closed, merged
+- [PR #47245: Be more defensive with `remap_legacy_layer_types` for custom models](https://github.com/huggingface/transformers/pull/47245) — closed, merged
+- [PR #47198: :rotating_light: Fix GPTBigCode and GPTNeoX for the Transformers modelling backend for vLLM](https://github.com/huggingface/transformers/pull/47198) — open
+- [Issue #43522: Weights are not tied when model is loaded onto the `meta` device](https://github.com/huggingface/transformers/issues/43522) — closed
+- [Issue #42738: BERT-like models with RoPE](https://github.com/huggingface/transformers/issues/42738) — open
+
 ### `hf-security-analysis[bot]`
 
 - profile: [github.com/hf-security-analysis[bot]](https://github.com/hf-security-analysis[bot])
@@ -941,30 +965,28 @@ Example artifacts:
 - [PR #46563: chore: update pr-ci-security-gate.yml](https://github.com/huggingface/transformers/pull/46563) — open
 - [PR #46558: chore: update pr-ci-security-gate.yml](https://github.com/huggingface/transformers/pull/46558) — open
 
-### `hmellor`
+### `Abdennacer-Badaoui`
 
-- profile: [github.com/hmellor](https://github.com/hmellor)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahmellor)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahmellor)
-- repo first seen: `2025-08-14T10:03:14Z`
-- repo last seen: `2026-07-10T13:04:22Z`
+- profile: [github.com/Abdennacer-Badaoui](https://github.com/Abdennacer-Badaoui)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbdennacer-Badaoui)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbdennacer-Badaoui)
+- repo first seen: `2026-01-08T18:13:10Z`
+- repo last seen: `2026-07-13T10:38:18Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **28**
-- snapshot authored PRs/issues: **26 PRs / 2 issues**
-- snapshot discussion activity: **33 comments / 62 reviews / 33 review comments**
-- account age: **3592 days**
-- recent public PR activity: **79 PRs** (72 merged / 3 closed-unmerged / 4 open; merged rate **91%**, closed-unmerged rate **4%**, open rate **5%**)
-- public orgs: `huggingface`, `vllm-project`
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **high recent PR volume; targets high-star repos**
+- repo primary artifacts: **23**
+- snapshot authored PRs/issues: **23 PRs / 0 issues**
+- snapshot discussion activity: **9 comments / 51 reviews / 51 review comments**
+- account age: **1414 days**
+- recent public PR activity: **17 PRs** (16 merged / 0 closed-unmerged / 1 open; merged rate **94%**, closed-unmerged rate **0%**, open rate **6%**)
+- public orgs: `huggingface`, `bitsandbytes-foundation`
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **—**
 
 Example artifacts:
-- [PR #47245: Be more defensive with `remap_legacy_layer_types` for custom models](https://github.com/huggingface/transformers/pull/47245) — closed, merged
-- [PR #47198: :rotating_light: Fix GPTBigCode and GPTNeoX for the Transformers modelling backend for vLLM](https://github.com/huggingface/transformers/pull/47198) — open
-- [PR #47174: Fix custom code which doesn't know about the new linear layer type names](https://github.com/huggingface/transformers/pull/47174) — closed, merged
-- [Issue #43522: Weights are not tied when model is loaded onto the `meta` device](https://github.com/huggingface/transformers/issues/43522) — closed
-- [Issue #42738: BERT-like models with RoPE](https://github.com/huggingface/transformers/issues/42738) — open
+- [PR #47298: Fix important model failures on MI450](https://github.com/huggingface/transformers/pull/47298) — open, draft
+- [PR #47259: Switch AMD daily CI to mi300 runners](https://github.com/huggingface/transformers/pull/47259) — closed, merged
+- [PR #46837: [ROCm] gpt-oss: route FA3 to aiter-flash-attn, generate ROCm fixtures](https://github.com/huggingface/transformers/pull/46837) — open, draft
 
 ### `Sunt-ing`
 
@@ -989,28 +1011,28 @@ Example artifacts:
 - [PR #47195: Fix prompt lookup decoding length cap](https://github.com/huggingface/transformers/pull/47195) — open
 - [PR #47076: Validate Gemma4 audio placeholders in processor inputs](https://github.com/huggingface/transformers/pull/47076) — open
 
-### `Abdennacer-Badaoui`
+### `kashif`
 
-- profile: [github.com/Abdennacer-Badaoui](https://github.com/Abdennacer-Badaoui)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAbdennacer-Badaoui)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAbdennacer-Badaoui)
-- repo first seen: `2026-01-08T18:13:10Z`
-- repo last seen: `2026-07-11T09:12:09Z`
+- profile: [github.com/kashif](https://github.com/kashif)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akashif)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akashif)
+- repo first seen: `2025-09-08T13:05:54Z`
+- repo last seen: `2026-07-13T10:12:27Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **22**
 - snapshot authored PRs/issues: **22 PRs / 0 issues**
-- snapshot discussion activity: **9 comments / 51 reviews / 51 review comments**
-- account age: **1414 days**
-- recent public PR activity: **17 PRs** (16 merged / 0 closed-unmerged / 1 open; merged rate **94%**, closed-unmerged rate **0%**, open rate **6%**)
-- public orgs: `huggingface`, `bitsandbytes-foundation`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
+- snapshot discussion activity: **57 comments / 83 reviews / 79 review comments**
+- account age: **6569 days**
+- recent public PR activity: **32 PRs** (20 merged / 1 closed-unmerged / 11 open; merged rate **62%**, closed-unmerged rate **3%**, open rate **34%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
+- heuristic read: **high recent PR volume; broad repo spread; targets high-star repos**
 
 Example artifacts:
-- [PR #47259: Switch AMD daily CI to mi300 runners](https://github.com/huggingface/transformers/pull/47259) — closed, merged
-- [PR #46837: [ROCm] gpt-oss: route FA3 to aiter-flash-attn, generate ROCm fixtures](https://github.com/huggingface/transformers/pull/46837) — open, draft
-- [PR #46810: update kernels-community/aiter-rope version](https://github.com/huggingface/transformers/pull/46810) — closed, merged
+- [PR #47297: [DeepSpeed] Composite models are not initialized correctly under ZeRO-3](https://github.com/huggingface/transformers/pull/47297) — open, draft
+- [PR #47295: [DiffusionGemma] Cast the decoder padding mask to bool](https://github.com/huggingface/transformers/pull/47295) — open
+- [PR #46642: 🚨 [DiffusionGemma] Return router logits and load balancing loss](https://github.com/huggingface/transformers/pull/46642) — open
 
 ### `michaelbenayoun`
 
@@ -1035,29 +1057,6 @@ Example artifacts:
 - [PR #47034: Neuron sft exp](https://github.com/huggingface/transformers/pull/47034) — open, draft
 - [PR #46889: Kernel api doc, part 2](https://github.com/huggingface/transformers/pull/46889) — open
 
-### `kashif`
-
-- profile: [github.com/kashif](https://github.com/kashif)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akashif)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akashif)
-- repo first seen: `2025-09-08T13:05:54Z`
-- repo last seen: `2026-07-08T08:06:13Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **20**
-- snapshot authored PRs/issues: **20 PRs / 0 issues**
-- snapshot discussion activity: **57 comments / 81 reviews / 77 review comments**
-- account age: **6569 days**
-- recent public PR activity: **32 PRs** (20 merged / 1 closed-unmerged / 11 open; merged rate **62%**, closed-unmerged rate **3%**, open rate **34%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
-- heuristic read: **high recent PR volume; broad repo spread; targets high-star repos**
-
-Example artifacts:
-- [PR #46642: 🚨 [DiffusionGemma] Return router logits and load balancing loss](https://github.com/huggingface/transformers/pull/46642) — open
-- [PR #46595: [DiffusionGemma] Add DDIM and block refinement samplers](https://github.com/huggingface/transformers/pull/46595) — closed
-- [PR #46572: [DiffusionGemma] Support gradient checkpointing](https://github.com/huggingface/transformers/pull/46572) — open
-
 ### `YangKai0616`
 
 - profile: [github.com/YangKai0616](https://github.com/YangKai0616)
@@ -1466,12 +1465,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIMvision12)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIMvision12)
 - repo first seen: `2022-10-14T20:02:21Z`
-- repo last seen: `2026-07-10T09:30:58Z`
+- repo last seen: `2026-07-13T08:31:39Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **7 PRs / 1 issues**
-- snapshot discussion activity: **6 comments / 3 reviews / 3 review comments**
+- snapshot discussion activity: **7 comments / 3 reviews / 3 review comments**
 - account age: **1735 days**
 - recent public PR activity: **83 PRs** (80 merged / 3 closed-unmerged / 0 open; merged rate **96%**, closed-unmerged rate **4%**, open rate **0%**)
 - public orgs: none visible
@@ -1645,29 +1644,6 @@ Example artifacts:
 - [PR #46538: fix(peft): correct typo in flattening operation error messages](https://github.com/huggingface/transformers/pull/46538) — closed
 - [PR #46537: Fix/peft flattening typo](https://github.com/huggingface/transformers/pull/46537) — closed
 
-### `XciD`
-
-- profile: [github.com/XciD](https://github.com/XciD)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AXciD)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AXciD)
-- repo first seen: `2026-05-14T05:53:53Z`
-- repo last seen: `2026-06-04T16:19:29Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **9 comments / 4 reviews / 0 review comments**
-- account age: **4481 days**
-- recent public PR activity: **125 PRs** (95 merged / 23 closed-unmerged / 7 open; merged rate **76%**, closed-unmerged rate **18%**, open rate **6%**)
-- public orgs: `huggingface`
-- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
-- heuristic read: **extremely high recent PR volume; broad repo spread**
-
-Example artifacts:
-- [PR #45973: chore(ci): replace hardcoded maintainer allowlists with team membership check](https://github.com/huggingface/transformers/pull/45973) — closed, draft
-- [PR #45972: chore(ci): remove dead env vars from circleci-failure-summary-comment.yml](https://github.com/huggingface/transformers/pull/45972) — closed, merged
-- [PR #45964: fix(ci): set persist-credentials: false on actions/checkout and close remaining template injection findings](https://github.com/huggingface/transformers/pull/45964) — closed, merged
-
 ### `sharmax-vikas`
 
 - profile: [github.com/sharmax-vikas](https://github.com/sharmax-vikas)
@@ -1817,7 +1793,7 @@ Example artifacts:
 - repo first seen: `2026-07-10T04:10:03Z`
 - repo last seen: `2026-07-10T04:33:05Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
@@ -1828,9 +1804,9 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs**
 
 Example artifacts:
-- [PR #47235: Fix double-shift training loss in CohereAsrForConditionalGeneration](https://github.com/huggingface/transformers/pull/47235) — open
-- [PR #47234: Fix MPS crash in build_2d_sinusoidal_position_embedding (float64 → float32)](https://github.com/huggingface/transformers/pull/47234) — open
-- [PR #47232: Fix misleading T5Stack error messages when stack is used as decoder](https://github.com/huggingface/transformers/pull/47232) — open
+- [PR #47235: Fix double-shift training loss in CohereAsrForConditionalGeneration](https://github.com/huggingface/transformers/pull/47235) — closed
+- [PR #47234: Fix MPS crash in build_2d_sinusoidal_position_embedding (float64 → float32)](https://github.com/huggingface/transformers/pull/47234) — closed
+- [PR #47232: Fix misleading T5Stack error messages when stack is used as decoder](https://github.com/huggingface/transformers/pull/47232) — closed
 
 ### `Sriniketh24`
 
@@ -1954,8 +1930,8 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arodrigoheniquesouza)
 - repo first seen: `2026-07-13T03:46:02Z`
 - repo last seen: `2026-07-13T03:46:28Z`
-- first seen in snapshot: **yes**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- first seen in snapshot: **no**
+- repo association: **NONE**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
@@ -1966,9 +1942,9 @@ Example artifacts:
 - heuristic read: **very new account; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #47288: Fix token not propagated to get_config_dict in PreTrainedConfig.from_pretrained](https://github.com/huggingface/transformers/pull/47288) — open
-- [PR #47287: Fix NaN loss in metrics when eval dataset produces no losses](https://github.com/huggingface/transformers/pull/47287) — open
-- [PR #47286: Fix pad_token_id=0 silently replaced by eos_token_id in beam search](https://github.com/huggingface/transformers/pull/47286) — open
+- [PR #47288: Fix token not propagated to get_config_dict in PreTrainedConfig.from_pretrained](https://github.com/huggingface/transformers/pull/47288) — closed
+- [PR #47287: Fix NaN loss in metrics when eval dataset produces no losses](https://github.com/huggingface/transformers/pull/47287) — closed
+- [PR #47286: Fix pad_token_id=0 silently replaced by eos_token_id in beam search](https://github.com/huggingface/transformers/pull/47286) — closed
 
 ### `TheShreyanshiDwivedi`
 
@@ -2157,29 +2133,6 @@ Example artifacts:
 - [PR #46841: Import diffusion_gemma in models init](https://github.com/huggingface/transformers/pull/46841) — closed, merged
 - [PR #46840: Enhance apply_chat_template with overloads for type checking](https://github.com/huggingface/transformers/pull/46840) — closed, draft
 
-### `Chao1Han`
-
-- profile: [github.com/Chao1Han](https://github.com/Chao1Han)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AChao1Han)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AChao1Han)
-- repo first seen: `2026-05-14T09:13:18Z`
-- repo last seen: `2026-06-22T03:05:15Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 2 reviews / 2 review comments**
-- account age: **1422 days**
-- recent public PR activity: **22 PRs** (8 merged / 2 closed-unmerged / 12 open; merged rate **36%**, closed-unmerged rate **9%**, open rate **55%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #46024: fix(llama4): align MoE interface for EP/TP compatibility](https://github.com/huggingface/transformers/pull/46024) — open
-- [PR #45989: [Llama4] Adopt `@use_experts_implementation` standard interface](https://github.com/huggingface/transformers/pull/45989) — closed
-- [PR #45976: Fix `MoeTensorParalellExperts` crash for Llama4 pre-weighted MoE experts (EP support)](https://github.com/huggingface/transformers/pull/45976) — closed
-
 ### `Charuhasini30`
 
 - profile: [github.com/Charuhasini30](https://github.com/Charuhasini30)
@@ -2314,7 +2267,7 @@ Example artifacts:
 - heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #47239: Clarify extra_special_tokens documentation to match the example](https://github.com/huggingface/transformers/pull/47239) — open
+- [PR #47239: Clarify extra_special_tokens documentation to match the example](https://github.com/huggingface/transformers/pull/47239) — closed
 - [PR #47136: Clarify input device placement in the Quicktour inference example](https://github.com/huggingface/transformers/pull/47136) — closed, merged
 - [PR #47098: Fix grammar in PreTrainedConfig description](https://github.com/huggingface/transformers/pull/47098) — closed
 
@@ -2574,7 +2527,7 @@ Example artifacts:
 Example artifacts:
 - [PR #46433: feat(qwen3.5+trainer): MTP training loss plumbing aligned with #46229](https://github.com/huggingface/transformers/pull/46433) — closed
 - [PR #46428: Pr 46229](https://github.com/huggingface/transformers/pull/46428) — closed
-- [PR #45638: Add MTP training support for Qwen3.5](https://github.com/huggingface/transformers/pull/45638) — open
+- [PR #45638: Add MTP training support for Qwen3.5](https://github.com/huggingface/transformers/pull/45638) — closed
 
 ### `Dev-X25874`
 
@@ -2648,18 +2601,41 @@ Example artifacts:
 - [PR #45918: Add initial torch_tpu backend support](https://github.com/huggingface/transformers/pull/45918) — closed, merged
 - [Issue #46846: [Qwen3.5] Missing `linear_attn` entries in `base_model_tp_plan` causes OOM and shape error at TP>1](https://github.com/huggingface/transformers/issues/46846) — closed
 
+### `Chao1Han`
+
+- profile: [github.com/Chao1Han](https://github.com/Chao1Han)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AChao1Han)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AChao1Han)
+- repo first seen: `2026-05-14T09:13:18Z`
+- repo last seen: `2026-06-22T03:05:15Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **6 comments / 2 reviews / 2 review comments**
+- account age: **1422 days**
+- recent public PR activity: **22 PRs** (8 merged / 2 closed-unmerged / 12 open; merged rate **36%**, closed-unmerged rate **9%**, open rate **55%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #46024: fix(llama4): align MoE interface for EP/TP compatibility](https://github.com/huggingface/transformers/pull/46024) — open
+- [PR #45989: [Llama4] Adopt `@use_experts_implementation` standard interface](https://github.com/huggingface/transformers/pull/45989) — closed
+- [PR #45976: Fix `MoeTensorParalellExperts` crash for Llama4 pre-weighted MoE experts (EP support)](https://github.com/huggingface/transformers/pull/45976) — closed
+
 ### `VectorPeak`
 
 - profile: [github.com/VectorPeak](https://github.com/VectorPeak)
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AVectorPeak)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AVectorPeak)
 - repo first seen: `2026-07-03T09:46:12Z`
-- repo last seen: `2026-07-07T12:48:53Z`
+- repo last seen: `2026-07-13T07:21:30Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **2 PRs / 3 issues**
-- snapshot discussion activity: **8 comments / 4 reviews / 4 review comments**
+- snapshot discussion activity: **12 comments / 4 reviews / 4 review comments**
 - account age: **2084 days**
 - recent public PR activity: **96 PRs** (42 merged / 31 closed-unmerged / 24 open; merged rate **44%**, closed-unmerged rate **32%**, open rate **24%**)
 - public orgs: none visible
@@ -2668,7 +2644,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #47140: Fix chat CLI management URLs with /v1 base](https://github.com/huggingface/transformers/pull/47140) — open
-- [PR #47038: Keep continuous batching config separate from GenerationConfig](https://github.com/huggingface/transformers/pull/47038) — open
+- [PR #47038: Keep continuous batching config separate from GenerationConfig](https://github.com/huggingface/transformers/pull/47038) — closed
 - [Issue #47139: transformers chat routes management endpoints under /v1 when base_url includes /v1](https://github.com/huggingface/transformers/issues/47139) — open
 - [Issue #47138: transformers chat routes management endpoints under /v1 when base_url includes /v1](https://github.com/huggingface/transformers/issues/47138) — open
 - [Issue #47039: GenerationConfig serializes ContinuousBatchingConfig as null](https://github.com/huggingface/transformers/issues/47039) — open
@@ -3119,7 +3095,7 @@ Example artifacts:
 - heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #47207: Fix Swin2SR over-padding when dimensions are already aligned](https://github.com/huggingface/transformers/pull/47207) — open
+- [PR #47207: Fix Swin2SR over-padding when dimensions are already aligned](https://github.com/huggingface/transformers/pull/47207) — closed
 - [PR #47206: Guard torchcodec imports against OSError](https://github.com/huggingface/transformers/pull/47206) — closed
 
 ### `gabrielspmoreira`
@@ -3363,7 +3339,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #47224: fix: resolve serge integration test failures (#47182)](https://github.com/huggingface/transformers/pull/47224) — open
-- [PR #47223: Fix TimesFM window_size AttributeError (#46821)](https://github.com/huggingface/transformers/pull/47223) — open
+- [PR #47223: Fix TimesFM window_size AttributeError (#46821)](https://github.com/huggingface/transformers/pull/47223) — closed
 
 ### `meatybobby`
 
@@ -4298,7 +4274,7 @@ Example artifacts:
 - repo first seen: `2026-02-03T01:06:06Z`
 - repo last seen: `2026-07-09T16:37:13Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
@@ -4309,7 +4285,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #47187: Update doc preprocessing regex to prevent ReDoS](https://github.com/huggingface/transformers/pull/47187) — open
+- [PR #47187: Update doc preprocessing regex to prevent ReDoS](https://github.com/huggingface/transformers/pull/47187) — closed, merged
 - [PR #43693: Update doc preprocessing regex to prevent ReDoS](https://github.com/huggingface/transformers/pull/43693) — closed
 
 ### `zRzRzRzRzRzRzR`
@@ -4764,12 +4740,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALauraGPT)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALauraGPT)
 - repo first seen: `2026-05-24T11:07:04Z`
-- repo last seen: `2026-07-10T13:41:43Z`
+- repo last seen: `2026-07-13T09:02:07Z`
 - 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: **35 comments / 18 reviews / 18 review comments**
+- snapshot discussion activity: **36 comments / 29 reviews / 29 review comments**
 - account age: **3699 days**
 - recent public PR activity: **9 PRs** (2 merged / 0 closed-unmerged / 7 open; merged rate **22%**, closed-unmerged rate **0%**, open rate **78%**)
 - public orgs: `FunAudioLLM`
@@ -4822,7 +4798,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #46427: Add KORMo model](https://github.com/huggingface/transformers/pull/46427) — closed
-- [Issue #46426: Add KORMo model](https://github.com/huggingface/transformers/issues/46426) — open
+- [Issue #46426: Add KORMo model](https://github.com/huggingface/transformers/issues/46426) — closed
 
 ### `OmkumarSolanki`
 
@@ -6852,12 +6828,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALevelVoid)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALevelVoid)
 - repo first seen: `2026-07-09T15:16:26Z`
-- repo last seen: `2026-07-11T09:05:29Z`
+- repo last seen: `2026-07-13T07:45:51Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **4 comments / 2 reviews / 2 review comments**
 - account age: **983 days**
 - recent public PR activity: **7 PRs** (6 merged / 0 closed-unmerged / 1 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**)
 - public orgs: none visible
@@ -8092,7 +8068,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asmart8986)
 - repo first seen: `2026-07-13T03:38:50Z`
 - repo last seen: `2026-07-13T03:38:50Z`
-- 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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