diff --git "a/new-contributors-report.md" "b/new-contributors-report.md"
--- "a/new-contributors-report.md"
+++ "b/new-contributors-report.md"
@@ -1,98 +1,102 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260413T135838Z`
-- Generated: `2026-04-13T14:09:24Z`
+- Snapshot: `20260417T173542Z`
+- Generated: `2026-04-17T17:40:56Z`
 - Activity window: `60d`
-- Contributors: `84`
+- Contributors: `88`
 
 ## Summary
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `sayakpaul` | [profile](https://github.com/sayakpaul) | no | MEMBER | 3462d | `2023-01-13T14:42:20Z` | 1002 | 131 | strong | high | low | high recent PR volume; broad repo spread; targets high-star repos |
-| `DN6` | [profile](https://github.com/DN6) | no | MEMBER | 4357d | `2023-02-22T04:27:25Z` | 373 | 14 | mixed | low | low | high recent PR volume; targets high-star repos |
-| `yiyixuxu` | [profile](https://github.com/yiyixuxu) | no | MEMBER | 3973d | `2022-12-14T16:37:57Z` | 295 | 38 | strong | low | low | targets high-star repos |
-| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2292d | `2023-02-22T18:18:22Z` | 212 | 6 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
-| `dg845` | [profile](https://github.com/dg845) | no | MEMBER | 2323d | `2023-03-22T05:10:45Z` | 66 | 8 | strong | low | low | no visible non-self stars; targets high-star repos |
-| `asomoza` | [profile](https://github.com/asomoza) | no | MEMBER | 4596d | `2023-11-10T05:32:15Z` | 50 | 11 | mixed | low | low | high open PR share; targets high-star repos |
-| `delmalih` | [profile](https://github.com/delmalih) | no | CONTRIBUTOR | 3308d | `2025-11-10T14:05:47Z` | 33 | 1 | strong | low | low | targets high-star repos |
-| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3930d | `2025-01-20T00:59:08Z` | 11 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `Ricardo-M-L` | [profile](https://github.com/Ricardo-M-L) | no | FIRST_TIME_CONTRIBUTOR | 2078d | `2026-04-02T16:08:54Z` | 11 | 0 | weak | high | medium | extremely high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
-| `SHYuanBest` | [profile](https://github.com/SHYuanBest) | no | CONTRIBUTOR | 988d | `2024-09-21T03:19:05Z` | 9 | 0 | strong | high | low | broad repo spread |
-| `christopher5106` | [profile](https://github.com/christopher5106) | no | CONTRIBUTOR | 4420d | `2024-03-30T15:52:41Z` | 7 | 22 | mixed | low | low | high open PR share; targets high-star repos |
-| `akshan-main` | [profile](https://github.com/akshan-main) | no | CONTRIBUTOR | 1557d | `2025-11-21T08:13:14Z` | 7 | 2 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
-| `s-zx` | [profile](https://github.com/s-zx) | no | FIRST_TIME_CONTRIBUTOR | 2016d | `2026-03-10T22:11:42Z` | 6 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `azolotenkov` | [profile](https://github.com/azolotenkov) | no | CONTRIBUTOR | 1015d | `2025-03-04T13:58:31Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `howardzhang-cv` | [profile](https://github.com/howardzhang-cv) | no | CONTRIBUTOR | 3143d | `2026-01-07T18:24:00Z` | 4 | 0 | mixed | low | low | high recent PR volume |
-| `zhtmike` | [profile](https://github.com/zhtmike) | no | CONTRIBUTOR | 4271d | `2026-03-17T08:08:13Z` | 3 | 2 | mixed | moderate | low | high recent PR volume |
-| `Chase-Xuu` | [profile](https://github.com/Chase-Xuu) | no | FIRST_TIME_CONTRIBUTOR | 1863d | `2026-03-10T01:43:26Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1462d | `2026-03-23T11:52:46Z` | 3 | 0 | mixed | moderate | low | targets high-star repos |
-| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6565d | `2022-06-15T15:01:24Z` | 63 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share |
-| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1392d | `2022-11-29T08:44:19Z` | 18 | 4 | strong | moderate | low | high recent PR volume |
-| `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 826d | `2024-12-12T10:28:15Z` | 7 | 0 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
-| `Akash504-ai` | [profile](https://github.com/Akash504-ai) | no | FIRST_TIME_CONTRIBUTOR | 421d | `2026-03-29T19:06:50Z` | 2 | 3 | mixed | high | medium | high recent PR volume; broad repo spread |
-| `chenyangzhu1` | [profile](https://github.com/chenyangzhu1) | no | CONTRIBUTOR | 1473d | `2026-04-02T15:30:04Z` | 2 | 1 | strong | low | low | targets high-star repos |
-| `agarwalprakhar2511` | [profile](https://github.com/agarwalprakhar2511) | no | FIRST_TIME_CONTRIBUTOR | 22d | `2026-03-22T09:13:05Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
-| `eliemichel` | [profile](https://github.com/eliemichel) | no | FIRST_TIME_CONTRIBUTOR | 4549d | `2026-03-09T21:49:18Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `gambletan` | [profile](https://github.com/gambletan) | no | FIRST_TIME_CONTRIBUTOR | 37d | `2026-03-16T14:10:56Z` | 2 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `sayakpaul` | [profile](https://github.com/sayakpaul) | no | MEMBER | 3466d | `2023-01-13T14:42:20Z` | 1007 | 132 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
+| `DN6` | [profile](https://github.com/DN6) | no | MEMBER | 4361d | `2023-02-22T04:27:25Z` | 374 | 14 | mixed | low | low | high recent PR volume; targets high-star repos |
+| `yiyixuxu` | [profile](https://github.com/yiyixuxu) | no | MEMBER | 3977d | `2022-12-14T16:37:57Z` | 296 | 38 | strong | low | low | targets high-star repos |
+| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2023-02-22T18:18:22Z` | 212 | 6 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
+| `dg845` | [profile](https://github.com/dg845) | no | MEMBER | 2327d | `2023-03-22T05:10:45Z` | 66 | 8 | mixed | low | low | no visible non-self stars; targets high-star repos |
+| `asomoza` | [profile](https://github.com/asomoza) | no | MEMBER | 4600d | `2023-11-10T05:32:15Z` | 50 | 11 | weak | low | low | high open PR share; targets high-star repos |
+| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-01-20T00:59:08Z` | 12 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `Ricardo-M-L` | [profile](https://github.com/Ricardo-M-L) | no | FIRST_TIME_CONTRIBUTOR | 2082d | `2026-04-02T16:08:54Z` | 11 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
+| `SHYuanBest` | [profile](https://github.com/SHYuanBest) | no | CONTRIBUTOR | ?d | `2024-09-21T03:19:05Z` | 9 | 0 | n/a | n/a | n/a | summary unavailable |
+| `christopher5106` | [profile](https://github.com/christopher5106) | no | CONTRIBUTOR | 4425d | `2024-03-30T15:52:41Z` | 8 | 24 | mixed | low | low | targets high-star repos |
+| `akshan-main` | [profile](https://github.com/akshan-main) | no | CONTRIBUTOR | 1562d | `2025-11-21T08:13:14Z` | 8 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `s-zx` | [profile](https://github.com/s-zx) | no | FIRST_TIME_CONTRIBUTOR | 2021d | `2026-03-10T22:11:42Z` | 6 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `azolotenkov` | [profile](https://github.com/azolotenkov) | no | CONTRIBUTOR | 1019d | `2025-03-04T13:58:31Z` | 5 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
+| `zhtmike` | [profile](https://github.com/zhtmike) | no | CONTRIBUTOR | 4275d | `2026-03-17T08:08:13Z` | 4 | 2 | mixed | moderate | low | high recent PR volume |
+| `howardzhang-cv` | [profile](https://github.com/howardzhang-cv) | no | CONTRIBUTOR | 3147d | `2026-01-07T18:24:00Z` | 4 | 0 | mixed | low | low | high recent PR volume |
+| `HsiaWinter` | [profile](https://github.com/HsiaWinter) | no | CONTRIBUTOR | 1613d | `2026-04-08T04:14:03Z` | 4 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `neo` | [profile](https://github.com/neo) | no | FIRST_TIME_CONTRIBUTOR | 4211d | `2023-09-20T21:42:50Z` | 4 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `RuixiangMa` | [profile](https://github.com/RuixiangMa) | no | CONTRIBUTOR | ?d | `2026-04-02T17:19:18Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
+| `Akash504-ai` | [profile](https://github.com/Akash504-ai) | no | CONTRIBUTOR | ?d | `2026-03-29T19:06:50Z` | 3 | 3 | n/a | n/a | n/a | summary unavailable |
+| `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-13T06:56:28Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
+| `Chase-Xuu` | [profile](https://github.com/Chase-Xuu) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-03-10T01:43:26Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
+| `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | ?d | `2026-03-23T11:52:46Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
+| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | ?d | `2022-06-15T15:01:24Z` | 63 | 0 | n/a | n/a | n/a | summary unavailable |
+| `delmalih` | [profile](https://github.com/delmalih) | no | CONTRIBUTOR | ?d | `2025-11-10T14:05:47Z` | 33 | 1 | n/a | n/a | n/a | summary unavailable |
+| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | ?d | `2022-11-29T08:44:19Z` | 18 | 4 | n/a | n/a | n/a | summary unavailable |
+| `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | ?d | `2024-12-12T10:28:15Z` | 7 | 0 | n/a | n/a | n/a | summary unavailable |
+| `JingyaHuang` | [profile](https://github.com/JingyaHuang) | no | MEMBER | ?d | `2022-11-03T10:27:59Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
+| `rtrompier` | [profile](https://github.com/rtrompier) | no | MEMBER | ?d | `2023-10-19T12:21:52Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
+| `chenyangzhu1` | [profile](https://github.com/chenyangzhu1) | no | CONTRIBUTOR | ?d | `2026-04-02T15:30:04Z` | 2 | 1 | n/a | n/a | n/a | summary unavailable |
+| `agarwalprakhar2511` | [profile](https://github.com/agarwalprakhar2511) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-03-22T09:13:05Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
+| `chang-zhijie` | [profile](https://github.com/chang-zhijie) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-13T03:17:22Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
+| `eliemichel` | [profile](https://github.com/eliemichel) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-03-09T21:49:18Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
+| `gambletan` | [profile](https://github.com/gambletan) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-03-16T14:10:56Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
+| `GitGlimpse895` | [profile](https://github.com/GitGlimpse895) | yes | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-14T04:29:39Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-27T11:59:04Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
-| `HsiaWinter` | [profile](https://github.com/HsiaWinter) | no | CONTRIBUTOR | 1609d | `2026-04-08T04:14:03Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `huemin-art` | [profile](https://github.com/huemin-art) | no | CONTRIBUTOR | 1503d | `2026-03-12T14:56:59Z` | 2 | 0 | strong | low | low | targets high-star repos |
-| `jashshah999` | [profile](https://github.com/jashshah999) | no | FIRST_TIME_CONTRIBUTOR | 2565d | `2026-02-25T22:19:12Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
-| `kirillsst` | [profile](https://github.com/kirillsst) | no | CONTRIBUTOR | 286d | `2026-02-24T12:11:43Z` | 2 | 0 | weak | low | low | young account; high open PR share |
-| `NIK-TIGER-BILL` | [profile](https://github.com/NIK-TIGER-BILL) | no | CONTRIBUTOR | 2285d | `2026-03-30T07:15:17Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `RuixiangMa` | [profile](https://github.com/RuixiangMa) | no | FIRST_TIME_CONTRIBUTOR | 3283d | `2026-04-02T17:19:18Z` | 2 | 0 | mixed | low | low | high recent PR volume; high open PR share |
-| `veeceey` | [profile](https://github.com/veeceey) | no | CONTRIBUTOR | 3053d | `2026-02-23T04:17:38Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `hlky` | [profile](https://github.com/hlky) | no | CONTRIBUTOR | 1410d | `2022-08-22T10:44:45Z` | 142 | 7 | strong | low | low | no visible non-self stars |
-| `linoytsaban` | [profile](https://github.com/linoytsaban) | no | MEMBER | 2345d | `2023-06-20T06:10:02Z` | 74 | 2 | weak | low | low | high open PR share; targets high-star repos |
-| `lawrence-cj` | [profile](https://github.com/lawrence-cj) | no | CONTRIBUTOR | 2404d | `2023-11-08T08:40:50Z` | 32 | 2 | mixed | low | low | — |
-| `Beinsezii` | [profile](https://github.com/Beinsezii) | no | CONTRIBUTOR | 2884d | `2023-11-06T21:11:04Z` | 20 | 5 | strong | moderate | low | high recent PR volume; no visible non-self stars |
-| `DefTruth` | [profile](https://github.com/DefTruth) | no | CONTRIBUTOR | 3132d | `2025-08-07T07:00:06Z` | 15 | 7 | strong | moderate | low | extremely high recent PR volume |
-| `Mr-Neutr0n` | [profile](https://github.com/Mr-Neutr0n) | no | FIRST_TIME_CONTRIBUTOR | 2174d | `2026-02-07T08:06:58Z` | 10 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos |
-| `dxqb` | [profile](https://github.com/dxqb) | no | CONTRIBUTOR | 560d | `2025-01-12T14:41:12Z` | 9 | 13 | n/a | low | low | no visible non-self stars |
-| `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2992d | `2023-09-19T06:45:24Z` | 8 | 0 | strong | moderate | low | targets high-star repos |
-| `DavidBert` | [profile](https://github.com/DavidBert) | no | CONTRIBUTOR | 3996d | `2025-09-26T15:01:33Z` | 7 | 1 | strong | low | low | — |
-| `satani99` | [profile](https://github.com/satani99) | no | CONTRIBUTOR | 2802d | `2024-01-09T09:10:11Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `miguelmartin75` | [profile](https://github.com/miguelmartin75) | no | CONTRIBUTOR | 4849d | `2025-12-17T00:32:26Z` | 6 | 0 | strong | low | low | — |
-| `adi776borate` | [profile](https://github.com/adi776borate) | no | CONTRIBUTOR | 730d | `2025-11-11T18:30:22Z` | 5 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `CalamitousFelicitousness` | [profile](https://github.com/CalamitousFelicitousness) | no | CONTRIBUTOR | 2193d | `2025-10-22T10:15:05Z` | 4 | 2 | mixed | moderate | low | — |
-| `AlanPonnachan` | [profile](https://github.com/AlanPonnachan) | no | CONTRIBUTOR | 1771d | `2024-12-23T18:31:30Z` | 4 | 0 | mixed | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `cbensimon` | [profile](https://github.com/cbensimon) | no | MEMBER | 4027d | `2023-09-29T10:19:13Z` | 4 | 0 | n/a | low | low | no visible non-self stars |
-| `alvarobartt` | [profile](https://github.com/alvarobartt) | no | MEMBER | 2971d | `2025-12-22T14:10:32Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
-| `anijain2305` | [profile](https://github.com/anijain2305) | no | CONTRIBUTOR | 3892d | `2024-08-27T18:16:03Z` | 3 | 0 | weak | moderate | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
-| `tcaimm` | [profile](https://github.com/tcaimm) | no | CONTRIBUTOR | 1620d | `2025-12-02T11:22:45Z` | 3 | 0 | strong | low | low | targets high-star repos |
-| `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5118d | `2025-12-29T17:14:53Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
-| `JingyaHuang` | [profile](https://github.com/JingyaHuang) | no | MEMBER | 2738d | `2022-11-03T10:27:59Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `jscaldwell55` | [profile](https://github.com/jscaldwell55) | no | FIRST_TIME_CONTRIBUTOR | 1328d | `2026-02-11T23:45:46Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `Moran232` | [profile](https://github.com/Moran232) | no | FIRST_TIME_CONTRIBUTOR | 4191d | `2026-04-07T07:58:41Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
-| `plugyawn` | [profile](https://github.com/plugyawn) | no | FIRST_TIME_CONTRIBUTOR | 1936d | `2026-03-08T17:03:35Z` | 1 | 1 | strong | low | low | — |
-| `pthombre` | [profile](https://github.com/pthombre) | no | CONTRIBUTOR | 383d | `2025-12-22T23:16:56Z` | 1 | 1 | strong | moderate | low | — |
-| `Sunhill666` | [profile](https://github.com/Sunhill666) | no | FIRST_TIME_CONTRIBUTOR | 3215d | `2026-04-01T06:54:19Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `VittoriaLanzo` | [profile](https://github.com/VittoriaLanzo) | no | NONE | 73d | `2026-04-02T13:06:12Z` | 1 | 1 | mixed | high | low | very new account; high recent PR volume; broad repo spread |
-| `aazeeem11` | [profile](https://github.com/aazeeem11) | no | FIRST_TIME_CONTRIBUTOR | 506d | `2026-01-11T13:00:48Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `abhixb` | [profile](https://github.com/abhixb) | no | NONE | 259d | `2026-03-14T12:01:02Z` | 1 | 0 | mixed | low | low | young account; many recent closed-unmerged PRs |
-| `Alexkkir` | [profile](https://github.com/Alexkkir) | no | CONTRIBUTOR | 2753d | `2026-03-24T08:31:05Z` | 1 | 0 | strong | low | low | targets high-star repos |
-| `Anai-Guo` | [profile](https://github.com/Anai-Guo) | yes | FIRST_TIME_CONTRIBUTOR | 0d | `2026-04-13T06:56:28Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
-| `andrew-w-ross` | [profile](https://github.com/andrew-w-ross) | no | CONTRIBUTOR | 3847d | `2026-03-30T01:44:18Z` | 1 | 0 | strong | low | low | targets high-star repos |
-| `andrewor14` | [profile](https://github.com/andrewor14) | no | CONTRIBUTOR | 4993d | `2026-04-03T20:31:12Z` | 1 | 0 | strong | moderate | low | — |
-| `aryabyte21` | [profile](https://github.com/aryabyte21) | no | FIRST_TIME_CONTRIBUTOR | 2260d | `2026-03-15T05:17:57Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `awsr` | [profile](https://github.com/awsr) | no | FIRST_TIME_CONTRIBUTOR | 2747d | `2026-04-04T02:02:23Z` | 1 | 0 | mixed | moderate | low | — |
-| `chang-zhijie` | [profile](https://github.com/chang-zhijie) | yes | FIRST_TIME_CONTRIBUTOR | 2852d | `2026-04-13T03:17:22Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `conanna` | [profile](https://github.com/conanna) | yes | FIRST_TIMER | 377d | `2026-04-12T19:13:13Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `dhruvildarji` | [profile](https://github.com/dhruvildarji) | no | FIRST_TIME_CONTRIBUTOR | 3348d | `2026-02-23T10:03:12Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
-| `GalacticAvenger` | [profile](https://github.com/GalacticAvenger) | no | CONTRIBUTOR | 2208d | `2026-04-02T20:15:48Z` | 1 | 0 | mixed | high | low | broad repo spread; high open PR share; targets high-star repos |
-| `HMAKT99` | [profile](https://github.com/HMAKT99) | yes | FIRST_TIME_CONTRIBUTOR | 261d | `2026-03-30T15:12:13Z` | 1 | 0 | mixed | very high | medium | young account; extremely high recent PR volume; very broad repo spread |
-| `kvr06-ai` | [profile](https://github.com/kvr06-ai) | no | FIRST_TIME_CONTRIBUTOR | 568d | `2026-03-10T10:45:14Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
-| `LiuYinfeng01` | [profile](https://github.com/LiuYinfeng01) | no | FIRST_TIME_CONTRIBUTOR | 424d | `2026-03-25T03:29:24Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Minisal` | [profile](https://github.com/Minisal) | no | FIRST_TIME_CONTRIBUTOR | 2597d | `2026-02-13T03:34:51Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
-| `r266-tech` | [profile](https://github.com/r266-tech) | no | FIRST_TIME_CONTRIBUTOR | 202d | `2026-03-22T18:03:37Z` | 1 | 0 | weak | very high | medium | young account; extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `rustadadam` | [profile](https://github.com/rustadadam) | no | FIRST_TIME_CONTRIBUTOR | 890d | `2026-02-13T18:20:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `sippycoder` | [profile](https://github.com/sippycoder) | no | CONTRIBUTOR | 1051d | `2026-03-24T03:16:39Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `Songrui625` | [profile](https://github.com/Songrui625) | no | CONTRIBUTOR | 2637d | `2026-02-26T12:37:36Z` | 1 | 0 | strong | low | low | targets high-star repos |
-| `teith` | [profile](https://github.com/teith) | no | CONTRIBUTOR | 1179d | `2026-03-03T01:07:16Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
-| `varaprasadtarunkumar` | [profile](https://github.com/varaprasadtarunkumar) | no | NONE | 1432d | `2026-04-03T18:58:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `Xyc2016` | [profile](https://github.com/Xyc2016) | no | CONTRIBUTOR | 3417d | `2026-04-06T14:42:14Z` | 1 | 0 | strong | low | low | — |
-| `yunjoochoi` | [profile](https://github.com/yunjoochoi) | no | FIRST_TIME_CONTRIBUTOR | 772d | `2026-03-15T03:43:58Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `huemin-art` | [profile](https://github.com/huemin-art) | no | CONTRIBUTOR | ?d | `2026-03-12T14:56:59Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
+| `jashshah999` | [profile](https://github.com/jashshah999) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-02-25T22:19:12Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
+| `kirillsst` | [profile](https://github.com/kirillsst) | no | CONTRIBUTOR | ?d | `2026-02-24T12:11:43Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
+| `NIK-TIGER-BILL` | [profile](https://github.com/NIK-TIGER-BILL) | no | CONTRIBUTOR | ?d | `2026-03-30T07:15:17Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
+| `ParamChordiya` | [profile](https://github.com/ParamChordiya) | yes | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-16T05:37:27Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
+| `veeceey` | [profile](https://github.com/veeceey) | no | CONTRIBUTOR | ?d | `2026-02-23T04:17:38Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
+| `hlky` | [profile](https://github.com/hlky) | no | CONTRIBUTOR | ?d | `2022-08-22T10:44:45Z` | 142 | 7 | n/a | n/a | n/a | summary unavailable |
+| `linoytsaban` | [profile](https://github.com/linoytsaban) | no | MEMBER | ?d | `2023-06-20T06:10:02Z` | 74 | 2 | n/a | n/a | n/a | summary unavailable |
+| `lawrence-cj` | [profile](https://github.com/lawrence-cj) | no | CONTRIBUTOR | ?d | `2023-11-08T08:40:50Z` | 32 | 2 | n/a | n/a | n/a | summary unavailable |
+| `Beinsezii` | [profile](https://github.com/Beinsezii) | no | CONTRIBUTOR | ?d | `2023-11-06T21:11:04Z` | 20 | 5 | n/a | n/a | n/a | summary unavailable |
+| `DefTruth` | [profile](https://github.com/DefTruth) | no | CONTRIBUTOR | ?d | `2025-08-07T07:00:06Z` | 15 | 7 | n/a | n/a | n/a | summary unavailable |
+| `entrpn` | [profile](https://github.com/entrpn) | no | CONTRIBUTOR | ?d | `2022-10-27T22:30:33Z` | 12 | 3 | n/a | n/a | n/a | summary unavailable |
+| `dxqb` | [profile](https://github.com/dxqb) | no | CONTRIBUTOR | ?d | `2025-01-12T14:41:12Z` | 9 | 13 | n/a | n/a | n/a | summary unavailable |
+| `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | ?d | `2023-09-19T06:45:24Z` | 8 | 0 | n/a | n/a | n/a | summary unavailable |
+| `satani99` | [profile](https://github.com/satani99) | no | CONTRIBUTOR | ?d | `2024-01-09T09:10:11Z` | 7 | 0 | n/a | n/a | n/a | summary unavailable |
+| `miguelmartin75` | [profile](https://github.com/miguelmartin75) | no | CONTRIBUTOR | ?d | `2025-12-17T00:32:26Z` | 6 | 0 | n/a | n/a | n/a | summary unavailable |
+| `adi776borate` | [profile](https://github.com/adi776borate) | no | CONTRIBUTOR | ?d | `2025-11-11T18:30:22Z` | 5 | 0 | n/a | n/a | n/a | summary unavailable |
+| `CalamitousFelicitousness` | [profile](https://github.com/CalamitousFelicitousness) | no | CONTRIBUTOR | ?d | `2025-10-22T10:15:05Z` | 4 | 2 | n/a | n/a | n/a | summary unavailable |
+| `AlanPonnachan` | [profile](https://github.com/AlanPonnachan) | no | CONTRIBUTOR | ?d | `2024-12-23T18:31:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
+| `cbensimon` | [profile](https://github.com/cbensimon) | no | MEMBER | ?d | `2023-09-29T10:19:13Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
+| `alvarobartt` | [profile](https://github.com/alvarobartt) | no | MEMBER | ?d | `2025-12-22T14:10:32Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
+| `anijain2305` | [profile](https://github.com/anijain2305) | no | CONTRIBUTOR | ?d | `2024-08-27T18:16:03Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
+| `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | ?d | `2024-06-07T16:06:34Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
+| `tcaimm` | [profile](https://github.com/tcaimm) | no | CONTRIBUTOR | ?d | `2025-12-02T11:22:45Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
+| `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | ?d | `2025-12-29T17:14:53Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
+| `songh11` | [profile](https://github.com/songh11) | no | CONTRIBUTOR | ?d | `2024-12-05T09:11:19Z` | 1 | 4 | n/a | n/a | n/a | summary unavailable |
+| `Moran232` | [profile](https://github.com/Moran232) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-07T07:58:41Z` | 1 | 2 | n/a | n/a | n/a | summary unavailable |
+| `plugyawn` | [profile](https://github.com/plugyawn) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-03-08T17:03:35Z` | 1 | 1 | n/a | n/a | n/a | summary unavailable |
+| `pthombre` | [profile](https://github.com/pthombre) | no | CONTRIBUTOR | ?d | `2025-12-22T23:16:56Z` | 1 | 1 | n/a | n/a | n/a | summary unavailable |
+| `Sunhill666` | [profile](https://github.com/Sunhill666) | no | CONTRIBUTOR | ?d | `2026-04-01T06:54:19Z` | 1 | 1 | n/a | n/a | n/a | summary unavailable |
+| `VittoriaLanzo` | [profile](https://github.com/VittoriaLanzo) | no | NONE | ?d | `2026-04-02T13:06:12Z` | 1 | 1 | n/a | n/a | n/a | summary unavailable |
+| `abhixb` | [profile](https://github.com/abhixb) | no | NONE | ?d | `2026-03-14T12:01:02Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `Alexkkir` | [profile](https://github.com/Alexkkir) | no | CONTRIBUTOR | ?d | `2026-03-24T08:31:05Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `andrew-w-ross` | [profile](https://github.com/andrew-w-ross) | no | CONTRIBUTOR | ?d | `2026-03-30T01:44:18Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `andrewor14` | [profile](https://github.com/andrewor14) | no | CONTRIBUTOR | ?d | `2026-04-03T20:31:12Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `aryabyte21` | [profile](https://github.com/aryabyte21) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-03-15T05:17:57Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `aws-zhenguo` | [profile](https://github.com/aws-zhenguo) | yes | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-14T22:28:18Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `awsr` | [profile](https://github.com/awsr) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-04T02:02:23Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `conanna` | [profile](https://github.com/conanna) | no | FIRST_TIMER | ?d | `2026-04-12T19:13:13Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `dhruvildarji` | [profile](https://github.com/dhruvildarji) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-02-23T10:03:12Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `GalacticAvenger` | [profile](https://github.com/GalacticAvenger) | no | CONTRIBUTOR | ?d | `2026-04-02T20:15:48Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `hitchhiker3010` | [profile](https://github.com/hitchhiker3010) | yes | CONTRIBUTOR | ?d | `2026-04-07T06:26:34Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `HMAKT99` | [profile](https://github.com/HMAKT99) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-03-30T15:12:13Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `kvr06-ai` | [profile](https://github.com/kvr06-ai) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-03-10T10:45:14Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `LiuYinfeng01` | [profile](https://github.com/LiuYinfeng01) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-03-25T03:29:24Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `r266-tech` | [profile](https://github.com/r266-tech) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-03-22T18:03:37Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `sippycoder` | [profile](https://github.com/sippycoder) | no | CONTRIBUTOR | ?d | `2026-03-24T03:16:39Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `Songrui625` | [profile](https://github.com/Songrui625) | no | CONTRIBUTOR | ?d | `2026-02-26T12:37:36Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `teith` | [profile](https://github.com/teith) | no | CONTRIBUTOR | ?d | `2026-03-03T01:07:16Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `varaprasadtarunkumar` | [profile](https://github.com/varaprasadtarunkumar) | no | NONE | ?d | `2026-04-03T18:58:56Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `Xyc2016` | [profile](https://github.com/Xyc2016) | no | CONTRIBUTOR | ?d | `2026-04-06T14:42:14Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `yadferhad` | [profile](https://github.com/yadferhad) | yes | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-15T17:24:00Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
+| `yunjoochoi` | [profile](https://github.com/yunjoochoi) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-03-15T03:43:58Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
 
 ## Contributors
 
@@ -102,25 +106,25 @@
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Asayakpaul)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Asayakpaul)
 - repo first seen: `2023-01-13T14:42:20Z`
-- repo last seen: `2026-04-13T13:09:47Z`
+- repo last seen: `2026-04-17T15:49:35Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **1133**
-- snapshot authored PRs/issues: **1002 PRs / 131 issues**
-- snapshot discussion activity: **8067 comments / 6869 reviews / 7056 review comments**
-- account age: **3462 days**
-- recent public PR activity: **97 PRs** (74 merged / 3 closed-unmerged / 20 open; merged rate **76%**, closed-unmerged rate **3%**, open rate **21%**)
+- repo primary artifacts: **1139**
+- snapshot authored PRs/issues: **1007 PRs / 132 issues**
+- snapshot discussion activity: **8099 comments / 6896 reviews / 7113 review comments**
+- account age: **3466 days**
+- recent public PR activity: **109 PRs** (86 merged / 5 closed-unmerged / 18 open; merged rate **79%**, closed-unmerged rate **5%**, open rate **17%**)
 - public orgs: `huggingface`, `all-things-vits`
 - compact scores: follow-through **strong**, breadth **high**, automation risk **low**
-- heuristic read: **high recent PR volume; broad repo spread; targets high-star repos**
+- heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos**
 
 Example artifacts:
-- [PR #13457: [ptxla] fix pytorch xla inference on TPUs.](https://github.com/huggingface/diffusers/pull/13457) — open
-- [PR #13454: [tests] xfail clip related issues.](https://github.com/huggingface/diffusers/pull/13454) — open
-- [PR #13443: [core] fix fa4 integration](https://github.com/huggingface/diffusers/pull/13443) — closed, merged
+- [PR #13499: [docs] add a mention of torchao and other backends in speed memory docs.](https://github.com/huggingface/diffusers/pull/13499) — open
+- [PR #13491: [tests] fix group offloading with disk tests](https://github.com/huggingface/diffusers/pull/13491) — open
+- [PR #13480: [core] fix autoencoderkl qwenimage for xla](https://github.com/huggingface/diffusers/pull/13480) — closed, merged
+- [Issue #13475: QwenImage `has_neg_prompt` derivation](https://github.com/huggingface/diffusers/issues/13475) — closed
 - [Issue #13401: Help us profile important pipelines and improve if needed](https://github.com/huggingface/diffusers/issues/13401) — open
 - [Issue #13375: Investigate the current DtoH sync solution in pipelines](https://github.com/huggingface/diffusers/issues/13375) — open
-- [Issue #13295: Modular Diffusers 🧨](https://github.com/huggingface/diffusers/issues/13295) — open
 
 ### `DN6`
 
@@ -128,22 +132,22 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ADN6)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ADN6)
 - repo first seen: `2023-02-22T04:27:25Z`
-- repo last seen: `2026-04-13T13:35:45Z`
+- repo last seen: `2026-04-16T10:07:19Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **387**
-- snapshot authored PRs/issues: **373 PRs / 14 issues**
-- snapshot discussion activity: **1066 comments / 1473 reviews / 1160 review comments**
-- account age: **4357 days**
-- recent public PR activity: **31 PRs** (21 merged / 1 closed-unmerged / 9 open; merged rate **68%**, closed-unmerged rate **3%**, open rate **29%**)
+- repo primary artifacts: **388**
+- snapshot authored PRs/issues: **374 PRs / 14 issues**
+- snapshot discussion activity: **1067 comments / 1483 reviews / 1168 review comments**
+- account age: **4361 days**
+- recent public PR activity: **33 PRs** (21 merged / 1 closed-unmerged / 11 open; merged rate **64%**, closed-unmerged rate **3%**, open rate **33%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #13481: [CI] Fix BnB tests](https://github.com/huggingface/diffusers/pull/13481) — open
 - [PR #13433: [CI] Use finegrained token for Issue Labeler](https://github.com/huggingface/diffusers/pull/13433) — closed, merged
 - [PR #13380: [CI] Add PR/Issue Auto Labeler](https://github.com/huggingface/diffusers/pull/13380) — closed, merged
-- [PR #13348: [CI] Refactor Skyreels, Lumina, Ominigen, Mochi transformer tests](https://github.com/huggingface/diffusers/pull/13348) — open
 - [Issue #13151: GGUF + `torch.compile` is not compatible with Hub Kernels](https://github.com/huggingface/diffusers/issues/13151) — open
 - [Issue #12600: Add KV Cache for Autoregressive Inference](https://github.com/huggingface/diffusers/issues/12600) — open
 - [Issue #10152: Diffusers Roadmap](https://github.com/huggingface/diffusers/issues/10152) — open
@@ -154,22 +158,22 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ayiyixuxu)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ayiyixuxu)
 - repo first seen: `2022-12-14T16:37:57Z`
-- repo last seen: `2026-04-11T02:38:13Z`
+- repo last seen: `2026-04-16T23:33:26Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **333**
-- snapshot authored PRs/issues: **295 PRs / 38 issues**
-- snapshot discussion activity: **2514 comments / 2821 reviews / 3422 review comments**
-- account age: **3973 days**
-- recent public PR activity: **14 PRs** (12 merged / 0 closed-unmerged / 2 open; merged rate **86%**, closed-unmerged rate **0%**, open rate **14%**)
+- repo primary artifacts: **334**
+- snapshot authored PRs/issues: **296 PRs / 38 issues**
+- snapshot discussion activity: **2529 comments / 2846 reviews / 3441 review comments**
+- account age: **3977 days**
+- recent public PR activity: **11 PRs** (10 merged / 0 closed-unmerged / 1 open; merged rate **91%**, closed-unmerged rate **0%**, open rate **9%**)
 - public orgs: none visible
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
-- [PR #13410: [agent] add modular doc](https://github.com/huggingface/diffusers/pull/13410) — open
+- [PR #13472: [agents docs] add float64 gotcha](https://github.com/huggingface/diffusers/pull/13472) — closed, merged
+- [PR #13410: [agent] add modular doc](https://github.com/huggingface/diffusers/pull/13410) — closed, merged
 - [PR #13397: improve Claude CI](https://github.com/huggingface/diffusers/pull/13397) — closed, merged
-- [PR #13382: [docs] add auto docstring and parameter templates documentation for m…](https://github.com/huggingface/diffusers/pull/13382) — closed, merged
 - [Issue #12564: [Proposals Welcome] Fal Flashpack integration for faster model loading](https://github.com/huggingface/diffusers/issues/12564) — open
 - [Issue #12257: [Looking for community contribution] support Wan 2.2 S2V: an audio-driven cinematic video generation model](https://github.com/huggingface/diffusers/issues/12257) — open
 - [Issue #12222: [Contribution welcome] adding a fast test for Qwen-Image Controlnet Pipeline](https://github.com/huggingface/diffusers/issues/12222) — closed
@@ -186,8 +190,8 @@ Example artifacts:
 - repo primary artifacts: **218**
 - snapshot authored PRs/issues: **212 PRs / 6 issues**
 - snapshot discussion activity: **243 comments / 758 reviews / 1566 review comments**
-- account age: **2292 days**
-- recent public PR activity: **31 PRs** (25 merged / 0 closed-unmerged / 6 open; merged rate **81%**, closed-unmerged rate **0%**, open rate **19%**)
+- account age: **2296 days**
+- recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
 - public orgs: `huggingface`
 - compact scores: follow-through **strong**, breadth **low**, automation risk **low**
 - heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
@@ -206,16 +210,16 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Adg845)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Adg845)
 - repo first seen: `2023-03-22T05:10:45Z`
-- repo last seen: `2026-04-11T09:14:47Z`
+- repo last seen: `2026-04-17T08:01:34Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **74**
 - snapshot authored PRs/issues: **66 PRs / 8 issues**
-- snapshot discussion activity: **329 comments / 666 reviews / 591 review comments**
-- account age: **2323 days**
-- recent public PR activity: **10 PRs** (8 merged / 1 closed-unmerged / 1 open; merged rate **80%**, closed-unmerged rate **10%**, open rate **10%**)
+- snapshot discussion activity: **338 comments / 698 reviews / 612 review comments**
+- account age: **2327 days**
+- recent public PR activity: **8 PRs** (6 merged / 1 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **12%**, open rate **12%**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
 - heuristic read: **no visible non-self stars; targets high-star repos**
 
 Example artifacts:
@@ -232,16 +236,16 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aasomoza)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aasomoza)
 - repo first seen: `2023-11-10T05:32:15Z`
-- repo last seen: `2026-04-06T18:58:11Z`
+- repo last seen: `2026-04-17T17:34:55Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **61**
 - snapshot authored PRs/issues: **50 PRs / 11 issues**
-- snapshot discussion activity: **1288 comments / 245 reviews / 192 review comments**
-- account age: **4596 days**
-- recent public PR activity: **7 PRs** (3 merged / 1 closed-unmerged / 3 open; merged rate **43%**, closed-unmerged rate **14%**, open rate **43%**)
+- snapshot discussion activity: **1293 comments / 253 reviews / 200 review comments**
+- account age: **4600 days**
+- recent public PR activity: **6 PRs** (2 merged / 1 closed-unmerged / 3 open; merged rate **33%**, closed-unmerged rate **17%**, open rate **50%**)
 - public orgs: `huggingface`
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
@@ -252,52 +256,28 @@ Example artifacts:
 - [Issue #11861: ControlnetUnion not working correctly](https://github.com/huggingface/diffusers/issues/11861) — closed
 - [Issue #11745: Pipeline Quantization silent ignore of components not present in pipeline](https://github.com/huggingface/diffusers/issues/11745) — closed
 
-### `delmalih`
-
-- profile: [github.com/delmalih](https://github.com/delmalih)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Adelmalih)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Adelmalih)
-- repo first seen: `2025-11-10T14:05:47Z`
-- repo last seen: `2026-02-28T10:30:41Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **34**
-- snapshot authored PRs/issues: **33 PRs / 1 issues**
-- snapshot discussion activity: **11 comments / 1 reviews / 1 review comments**
-- account age: **3308 days**
-- recent public PR activity: **3 PRs** (3 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #13198: docs: improve docstring scheduling_ipndm.py](https://github.com/huggingface/diffusers/pull/13198) — closed, merged
-- [PR #13160: docs: improve docstring scheduling_flow_match_lcm.py](https://github.com/huggingface/diffusers/pull/13160) — closed, merged
-- [PR #13130: docs: improve docstring scheduling_flow_match_heun_discrete.py](https://github.com/huggingface/diffusers/pull/13130) — closed, merged
-- [Issue #12650: Question about the `# Copied from` system](https://github.com/huggingface/diffusers/issues/12650) — open
-
 ### `kaixuanliu`
 
 - profile: [github.com/kaixuanliu](https://github.com/kaixuanliu)
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Akaixuanliu)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Akaixuanliu)
 - repo first seen: `2025-01-20T00:59:08Z`
-- repo last seen: `2026-04-03T03:02:01Z`
+- repo last seen: `2026-04-17T05:59:52Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **11**
-- snapshot authored PRs/issues: **11 PRs / 0 issues**
+- repo primary artifacts: **12**
+- snapshot authored PRs/issues: **12 PRs / 0 issues**
 - snapshot discussion activity: **40 comments / 9 reviews / 9 review comments**
-- account age: **3930 days**
-- recent public PR activity: **31 PRs** (24 merged / 5 closed-unmerged / 2 open; merged rate **77%**, closed-unmerged rate **16%**, open rate **6%**)
+- 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
 - compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #13496: add _repeated_blocks for ErnieImageTransformer2DModel](https://github.com/huggingface/diffusers/pull/13496) — open
 - [PR #13336: avoid hardcode device in flux-control example](https://github.com/huggingface/diffusers/pull/13336) — closed, merged
 - [PR #13252: fix: 'PaintByExampleImageEncoder' object has no attribute 'all_tied_w…](https://github.com/huggingface/diffusers/pull/13252) — closed, merged
-- [PR #13244: Fix IndexError in HunyuanVideo I2V pipeline](https://github.com/huggingface/diffusers/pull/13244) — closed, merged
 
 ### `Ricardo-M-L`
 
@@ -305,17 +285,17 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ARicardo-M-L)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ARicardo-M-L)
 - repo first seen: `2026-04-02T16:08:54Z`
-- repo last seen: `2026-04-12T15:32:31Z`
+- repo last seen: `2026-04-17T08:39:49Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **11**
 - snapshot authored PRs/issues: **11 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2078 days**
-- recent public PR activity: **140 PRs** (23 merged / 14 closed-unmerged / 103 open; merged rate **16%**, closed-unmerged rate **10%**, open rate **74%**)
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **2082 days**
+- recent public PR activity: **164 PRs** (32 merged / 40 closed-unmerged / 92 open; merged rate **20%**, closed-unmerged rate **24%**, open rate **56%**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
 
 Example artifacts:
 - [PR #13449: fix: QwenImage pipelines silently disable CFG with pre-computed negative_prompt_embeds](https://github.com/huggingface/diffusers/pull/13449) — open
@@ -334,11 +314,12 @@ Example artifacts:
 - repo primary artifacts: **9**
 - snapshot authored PRs/issues: **9 PRs / 0 issues**
 - snapshot discussion activity: **39 comments / 21 reviews / 21 review comments**
-- account age: **988 days**
-- recent public PR activity: **22 PRs** (21 merged / 1 closed-unmerged / 0 open; merged rate **95%**, closed-unmerged rate **5%**, open rate **0%**)
-- public orgs: `PKU-YuanGroup`
-- compact scores: follow-through **strong**, breadth **high**, automation risk **low**
-- heuristic read: **broad repo spread**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'SHYuanBest'."}]`
 
 Example artifacts:
 - [PR #13282: [Helios] Remove lru_cache for better AoTI compatibility and cleaner code](https://github.com/huggingface/diffusers/pull/13282) — closed, merged
@@ -351,25 +332,25 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Achristopher5106)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Achristopher5106)
 - repo first seen: `2024-03-30T15:52:41Z`
-- repo last seen: `2026-03-31T08:51:42Z`
+- repo last seen: `2026-04-16T20:57:19Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **29**
-- snapshot authored PRs/issues: **7 PRs / 22 issues**
-- snapshot discussion activity: **100 comments / 2 reviews / 0 review comments**
-- account age: **4420 days**
-- recent public PR activity: **5 PRs** (3 merged / 0 closed-unmerged / 2 open; merged rate **60%**, closed-unmerged rate **0%**, open rate **40%**)
+- repo primary artifacts: **32**
+- snapshot authored PRs/issues: **8 PRs / 24 issues**
+- snapshot discussion activity: **104 comments / 2 reviews / 0 review comments**
+- account age: **4425 days**
+- recent public PR activity: **8 PRs** (4 merged / 1 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **12%**, open rate **38%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #13482: Fix encoder difference between modular and standard pipelines for Qwen Image and consistency with other models](https://github.com/huggingface/diffusers/pull/13482) — open
 - [PR #13373: FA4 local (_flash_4 mode)](https://github.com/huggingface/diffusers/pull/13373) — open
 - [PR #13200: adding lora support to z-image controlnet pipelines](https://github.com/huggingface/diffusers/pull/13200) — closed, merged
-- [PR #13189: Fix for loading of Kohya's Musubi tuner's Flux.2 dev lora](https://github.com/huggingface/diffusers/pull/13189) — open
+- [Issue #13487: Loading loras on "text_pipe" of a modular pipeline fails](https://github.com/huggingface/diffusers/issues/13487) — open
+- [Issue #13484: Lora loading fail on Flux 2 dev for FAL loras](https://github.com/huggingface/diffusers/issues/13484) — open
 - [Issue #13203: Zimage lora support issue](https://github.com/huggingface/diffusers/issues/13203) — closed
-- [Issue #13162: Flux.2-klein-4b lora support](https://github.com/huggingface/diffusers/issues/13162) — closed
-- [Issue #13140: Qwen Edit Plus + Qwen Edit pipelines fail (TypeError: argument of type 'NoneType' is not iterable)](https://github.com/huggingface/diffusers/issues/13140) — closed
 
 ### `akshan-main`
 
@@ -377,22 +358,22 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aakshan-main)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aakshan-main)
 - repo first seen: `2025-11-21T08:13:14Z`
-- repo last seen: `2026-04-11T05:00:53Z`
+- repo last seen: `2026-04-17T11:23:05Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **9**
-- snapshot authored PRs/issues: **7 PRs / 2 issues**
-- snapshot discussion activity: **65 comments / 14 reviews / 14 review comments**
-- account age: **1557 days**
-- recent public PR activity: **28 PRs** (14 merged / 7 closed-unmerged / 7 open; merged rate **50%**, closed-unmerged rate **25%**, open rate **25%**)
+- repo primary artifacts: **10**
+- snapshot authored PRs/issues: **8 PRs / 2 issues**
+- snapshot discussion activity: **73 comments / 16 reviews / 16 review comments**
+- account age: **1562 days**
+- recent public PR activity: **26 PRs** (14 merged / 6 closed-unmerged / 6 open; merged rate **54%**, closed-unmerged rate **23%**, open rate **23%**)
 - 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**
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #13498: Add Ernie-Image modular pipeline](https://github.com/huggingface/diffusers/pull/13498) — open
 - [PR #13440: Fix HunyuanVideo 1.5 I2V by preprocessing image at pixel resolution i…](https://github.com/huggingface/diffusers/pull/13440) — closed, merged
 - [PR #13422: Add negative_prompt parameter to GLMImagePipeline](https://github.com/huggingface/diffusers/pull/13422) — closed
-- [PR #13420: Add negative_prompt to Flux2KleinPipeline](https://github.com/huggingface/diffusers/pull/13420) — closed
 - [Issue #13439: HunyuanVideo 1.5 I2V image conditioning preprocessed at latent resolution instead of pixel resolution](https://github.com/huggingface/diffusers/issues/13439) — closed
 - [Issue #13421: Add negative_prompt parameter to GLMImagePipeline](https://github.com/huggingface/diffusers/issues/13421) — closed
 
@@ -408,8 +389,8 @@ Example artifacts:
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2016 days**
-- recent public PR activity: **97 PRs** (6 merged / 40 closed-unmerged / 51 open; merged rate **6%**, closed-unmerged rate **41%**, open rate **53%**)
+- account age: **2021 days**
+- recent public PR activity: **98 PRs** (6 merged / 40 closed-unmerged / 52 open; merged rate **6%**, closed-unmerged rate **41%**, open rate **53%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
 - heuristic read: **high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
@@ -425,22 +406,47 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aazolotenkov)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aazolotenkov)
 - repo first seen: `2025-03-04T13:58:31Z`
-- repo last seen: `2026-04-10T11:53:31Z`
+- repo last seen: `2026-04-15T08:03:33Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 2 reviews / 2 review comments**
-- account age: **1015 days**
-- recent public PR activity: **4 PRs** (1 merged / 0 closed-unmerged / 3 open; merged rate **25%**, closed-unmerged rate **0%**, open rate **75%**)
+- snapshot discussion activity: **6 comments / 2 reviews / 2 review comments**
+- account age: **1019 days**
+- recent public PR activity: **4 PRs** (3 merged / 0 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
 - 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**
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #13441: Fix Qwen Image DreamBooth prior-preservation batch ordering](https://github.com/huggingface/diffusers/pull/13441) — open
+- [PR #13441: Fix Qwen Image DreamBooth prior-preservation batch ordering](https://github.com/huggingface/diffusers/pull/13441) — closed, merged
 - [PR #13417: Fix VAE offload encode device mismatch in DreamBooth scripts](https://github.com/huggingface/diffusers/pull/13417) — closed, merged
-- [PR #13415: Fix Flux2 DreamBooth prior preservation prompt repeats](https://github.com/huggingface/diffusers/pull/13415) — open
+- [PR #13415: Fix Flux2 DreamBooth prior preservation prompt repeats](https://github.com/huggingface/diffusers/pull/13415) — closed, merged
+
+### `zhtmike`
+
+- profile: [github.com/zhtmike](https://github.com/zhtmike)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Azhtmike)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Azhtmike)
+- repo first seen: `2026-03-17T08:08:13Z`
+- repo last seen: `2026-04-16T07:18:36Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **4 PRs / 2 issues**
+- snapshot discussion activity: **6 comments / 21 reviews / 21 review comments**
+- account age: **4275 days**
+- recent public PR activity: **31 PRs** (19 merged / 8 closed-unmerged / 4 open; merged rate **61%**, closed-unmerged rate **26%**, open rate **13%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #13479: Add attention mask input support for flash backend](https://github.com/huggingface/diffusers/pull/13479) — open
+- [PR #13328: Fix Ulysses SP backward with SDPA](https://github.com/huggingface/diffusers/pull/13328) — closed, merged
+- [PR #13312: change QwenImageTransformer UT to batch inputs](https://github.com/huggingface/diffusers/pull/13312) — closed, merged
+- [Issue #13319: The backward pass of QwenImageTransformer failed with Ulysses SP.](https://github.com/huggingface/diffusers/issues/13319) — closed
+- [Issue #13277: QwenImagePipeline failed with Ulysses SP and batch inputs](https://github.com/huggingface/diffusers/issues/13277) — closed
 
 ### `howardzhang-cv`
 
@@ -454,8 +460,8 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 15 reviews / 15 review comments**
-- account age: **3143 days**
-- recent public PR activity: **28 PRs** (14 merged / 9 closed-unmerged / 5 open; merged rate **50%**, closed-unmerged rate **32%**, open rate **18%**)
+- account age: **3147 days**
+- recent public PR activity: **26 PRs** (13 merged / 8 closed-unmerged / 5 open; merged rate **50%**, closed-unmerged rate **31%**, open rate **19%**)
 - public orgs: none visible
 - compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
 - heuristic read: **high recent PR volume**
@@ -465,30 +471,135 @@ Example artifacts:
 - [PR #13291: remove str option for quantization config in torchao](https://github.com/huggingface/diffusers/pull/13291) — closed, merged
 - [PR #13285: Add low precision attention API from torchao to TorchAoConfig](https://github.com/huggingface/diffusers/pull/13285) — open, draft
 
-### `zhtmike`
+### `HsiaWinter`
 
-- profile: [github.com/zhtmike](https://github.com/zhtmike)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Azhtmike)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Azhtmike)
-- repo first seen: `2026-03-17T08:08:13Z`
-- repo last seen: `2026-03-30T09:14:17Z`
+- profile: [github.com/HsiaWinter](https://github.com/HsiaWinter)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AHsiaWinter)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AHsiaWinter)
+- repo first seen: `2026-04-08T04:14:03Z`
+- repo last seen: `2026-04-14T03:34:39Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **3 PRs / 2 issues**
-- snapshot discussion activity: **3 comments / 14 reviews / 14 review comments**
-- account age: **4271 days**
-- recent public PR activity: **28 PRs** (19 merged / 3 closed-unmerged / 6 open; merged rate **68%**, closed-unmerged rate **11%**, open rate **21%**)
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 34 reviews / 34 review comments**
+- account age: **1613 days**
+- recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #13328: Fix Ulysses SP backward with SDPA](https://github.com/huggingface/diffusers/pull/13328) — closed, merged
-- [PR #13312: change QwenImageTransformer UT to batch inputs](https://github.com/huggingface/diffusers/pull/13312) — closed, merged
-- [PR #13278: Fix the attention mask in ulysses SP for QwenImage](https://github.com/huggingface/diffusers/pull/13278) — closed, merged
-- [Issue #13319: The backward pass of QwenImageTransformer failed with Ulysses SP.](https://github.com/huggingface/diffusers/issues/13319) — closed
-- [Issue #13277: QwenImagePipeline failed with Ulysses SP and batch inputs](https://github.com/huggingface/diffusers/issues/13277) — closed
+- [PR #13465: fix npu compatibility](https://github.com/huggingface/diffusers/pull/13465) — open
+- [PR #13464: fix some dtype issue for gguf / some gpu backends](https://github.com/huggingface/diffusers/pull/13464) — closed, merged
+- [PR #13456: fix rope dtype from torch.float64 to torch.float32](https://github.com/huggingface/diffusers/pull/13456) — open
+
+### `neo`
+
+- profile: [github.com/neo](https://github.com/neo)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aneo)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aneo)
+- repo first seen: `2023-09-20T21:42:50Z`
+- repo last seen: `2026-04-13T17:33:27Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 3 reviews / 3 review comments**
+- account age: **4211 days**
+- recent public PR activity: **5 PRs** (2 merged / 0 closed-unmerged / 3 open; merged rate **40%**, closed-unmerged rate **0%**, open rate **60%**)
+- public orgs: `Experience-Monks`
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #13460: Add hash check for dynamic modules cache](https://github.com/huggingface/diffusers/pull/13460) — open
+- [PR #13459: Ensure consistent dynamic module path for custom components](https://github.com/huggingface/diffusers/pull/13459) — open
+- [PR #13458: Accommodate custom components in `maybe_raise_or_warn`](https://github.com/huggingface/diffusers/pull/13458) — open
+
+### `RuixiangMa`
+
+- profile: [github.com/RuixiangMa](https://github.com/RuixiangMa)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ARuixiangMa)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ARuixiangMa)
+- repo first seen: `2026-04-02T17:19:18Z`
+- repo last seen: `2026-04-16T16:23:46Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **4 PRs / 0 issues**
+- snapshot discussion activity: **8 comments / 60 reviews / 60 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID DAEB:2C2B73:203D9F0:812D51D:69E270A4."
+}`
+
+Example artifacts:
+- [PR #13494: [Bugfix] Fix shape mismatch in LongCatAudioDiTTransformer conversion](https://github.com/huggingface/diffusers/pull/13494) — closed, merged
+- [PR #13483: [chore] Add diffusers-format example to LongCatAudioDiTPipeline](https://github.com/huggingface/diffusers/pull/13483) — closed, merged
+- [PR #13437: [Feat] support JoyAIImagePipeline ](https://github.com/huggingface/diffusers/pull/13437) — closed
+
+### `Akash504-ai`
+
+- profile: [github.com/Akash504-ai](https://github.com/Akash504-ai)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AAkash504-ai)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AAkash504-ai)
+- repo first seen: `2026-03-29T19:06:50Z`
+- repo last seen: `2026-04-15T02:08:43Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **3 PRs / 3 issues**
+- snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID C2DE:17661C:1F6B757:7D9F766:69E270A4."
+}`
+
+Example artifacts:
+- [PR #13471: fix(profiling): preserve instance isolation when decorating methods](https://github.com/huggingface/diffusers/pull/13471) — closed, merged
+- [PR #13426: Fix division by zero in rescale_noise_cfg causing NaNs during inference](https://github.com/huggingface/diffusers/pull/13426) — open
+- [PR #13395: Fix missing validation for num_inference_steps in DDPMScheduler and add tests](https://github.com/huggingface/diffusers/pull/13395) — open
+- [Issue #13425: Division by zero in rescale_noise_cfg can produce NaNs during inference](https://github.com/huggingface/diffusers/issues/13425) — open
+- [Issue #13394: DDPMScheduler allows num_inference_steps=0 without validation (inconsistent with DDIMScheduler)](https://github.com/huggingface/diffusers/issues/13394) — open
+- [Issue #13362: DDIMPipeline does not validate eta range despite documented constraint [0, 1]](https://github.com/huggingface/diffusers/issues/13362) — closed
+
+### `Anai-Guo`
+
+- profile: [github.com/Anai-Guo](https://github.com/Anai-Guo)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AAnai-Guo)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AAnai-Guo)
+- repo first seen: `2026-04-13T06:56:28Z`
+- repo last seen: `2026-04-14T06:44:25Z`
+- 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: **0 comments / 0 reviews / 0 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 2151:71245:200311B:800B060:69E270A4."
+}`
+
+Example artifacts:
+- [PR #13468: fix(profiling): patch sub-component methods at class level to prevent instance-isolation bug](https://github.com/huggingface/diffusers/pull/13468) — open
+- [PR #13466: fix(LTXEulerAncestralRFScheduler): validate monotonicity of explicit sigma schedules](https://github.com/huggingface/diffusers/pull/13466) — open
+- [PR #13455: fix: align text_encoder_out_layers default with pipeline for Flux 2 Klein](https://github.com/huggingface/diffusers/pull/13455) — open
 
 ### `Chase-Xuu`
 
@@ -502,11 +613,15 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **1863 days**
-- recent public PR activity: **5 PRs** (0 merged / 3 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **60%**, open rate **40%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 1094:3D014:20F3255:83E3ECC:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13240: fix: deduplicate timesteps in DPMSolverMultistep for squaredcos_cap_v2 + karras/lu sigmas](https://github.com/huggingface/diffusers/pull/13240) — open
@@ -525,11 +640,15 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **3 comments / 6 reviews / 6 review comments**
-- account age: **1462 days**
-- recent public PR activity: **14 PRs** (6 merged / 3 closed-unmerged / 5 open; merged rate **43%**, closed-unmerged rate **21%**, open rate **36%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID F58B:3FEAB9:200D753:80D850F:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13364: Fix MotionConv2d to cast blur_kernel to input dtype instead of reverse](https://github.com/huggingface/diffusers/pull/13364) — closed, merged
@@ -542,23 +661,55 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Akashif)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Akashif)
 - repo first seen: `2022-06-15T15:01:24Z`
-- repo last seen: `2026-04-02T10:12:52Z`
+- repo last seen: `2026-04-15T15:42:14Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **63**
 - snapshot authored PRs/issues: **63 PRs / 0 issues**
-- snapshot discussion activity: **201 comments / 157 reviews / 135 review comments**
-- account age: **6565 days**
-- recent public PR activity: **31 PRs** (15 merged / 0 closed-unmerged / 16 open; merged rate **48%**, closed-unmerged rate **0%**, open rate **52%**)
+- snapshot discussion activity: **202 comments / 157 reviews / 135 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **high**, automation risk **medium**
-- heuristic read: **high recent PR volume; broad repo spread; high open PR share**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 0854:3FEAB9:200D7BB:80D866C:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13333: [LLADA2] documentation fixes](https://github.com/huggingface/diffusers/pull/13333) — closed, merged
 - [PR #13226: [Discrete Diffusion] Add LLaDA2 pipeline](https://github.com/huggingface/diffusers/pull/13226) — closed, merged
 - [PR #12987: [Qwen] avoid creating attention masks when there is no padding](https://github.com/huggingface/diffusers/pull/12987) — closed, merged
 
+### `delmalih`
+
+- profile: [github.com/delmalih](https://github.com/delmalih)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Adelmalih)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Adelmalih)
+- repo first seen: `2025-11-10T14:05:47Z`
+- repo last seen: `2026-02-28T10:30:41Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **34**
+- snapshot authored PRs/issues: **33 PRs / 1 issues**
+- snapshot discussion activity: **11 comments / 1 reviews / 1 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 7EEB:128FB3:1FD4000:7F6D90E:69E270A5."
+}`
+
+Example artifacts:
+- [PR #13198: docs: improve docstring scheduling_ipndm.py](https://github.com/huggingface/diffusers/pull/13198) — closed, merged
+- [PR #13160: docs: improve docstring scheduling_flow_match_lcm.py](https://github.com/huggingface/diffusers/pull/13160) — closed, merged
+- [PR #13130: docs: improve docstring scheduling_flow_match_heun_discrete.py](https://github.com/huggingface/diffusers/pull/13130) — closed, merged
+- [Issue #12650: Question about the `# Copied from` system](https://github.com/huggingface/diffusers/issues/12650) — open
+
 ### `jiqing-feng`
 
 - profile: [github.com/jiqing-feng](https://github.com/jiqing-feng)
@@ -571,11 +722,15 @@ Example artifacts:
 - repo primary artifacts: **22**
 - snapshot authored PRs/issues: **18 PRs / 4 issues**
 - snapshot discussion activity: **57 comments / 21 reviews / 21 review comments**
-- account age: **1392 days**
-- recent public PR activity: **25 PRs** (19 merged / 1 closed-unmerged / 5 open; merged rate **76%**, closed-unmerged rate **4%**, open rate **20%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID E45A:33D493:203B1B0:81275F6:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13384: Fix Dynamo `lru_cache` warnings during `torch.compile`](https://github.com/huggingface/diffusers/pull/13384) — closed, merged
@@ -591,47 +746,80 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Apaulinebm)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Apaulinebm)
 - repo first seen: `2024-12-12T10:28:15Z`
-- repo last seen: `2026-04-09T14:26:03Z`
+- repo last seen: `2026-04-16T09:12:02Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 7 reviews / 6 review comments**
-- account age: **826 days**
-- recent public PR activity: **157 PRs** (153 merged / 2 closed-unmerged / 2 open; merged rate **97%**, closed-unmerged rate **1%**, open rate **1%**)
+- snapshot discussion activity: **0 comments / 9 reviews / 8 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **very high**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; no visible non-self stars**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 2609:3D014:20F33D4:83E450C:69E270A5."
+}`
 
 Example artifacts:
-- [PR #13438: add PR fork workable](https://github.com/huggingface/diffusers/pull/13438) — open
+- [PR #13438: add PR fork workable](https://github.com/huggingface/diffusers/pull/13438) — closed, merged
 - [PR #13385: 🔒 Pin GitHub Actions to commit SHAs](https://github.com/huggingface/diffusers/pull/13385) — closed, merged
 - [PR #12927: Add environment variables to checkout step](https://github.com/huggingface/diffusers/pull/12927) — closed, merged
 
-### `Akash504-ai`
+### `JingyaHuang`
 
-- profile: [github.com/Akash504-ai](https://github.com/Akash504-ai)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AAkash504-ai)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AAkash504-ai)
-- repo first seen: `2026-03-29T19:06:50Z`
-- repo last seen: `2026-04-12T17:16:55Z`
+- profile: [github.com/JingyaHuang](https://github.com/JingyaHuang)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AJingyaHuang)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AJingyaHuang)
+- repo first seen: `2022-11-03T10:27:59Z`
+- repo last seen: `2026-04-15T16:57:37Z`
 - 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: **3 comments / 0 reviews / 0 review comments**
-- account age: **421 days**
-- recent public PR activity: **93 PRs** (61 merged / 7 closed-unmerged / 25 open; merged rate **66%**, closed-unmerged rate **8%**, open rate **27%**)
+- repo association: **MEMBER**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 4 reviews / 3 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **high**, automation risk **medium**
-- heuristic read: **high recent PR volume; broad repo spread**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 6F15:675FC:21FA645:88474A4:69E270A5."
+}`
 
 Example artifacts:
-- [PR #13426: Fix division by zero in rescale_noise_cfg causing NaNs during inference](https://github.com/huggingface/diffusers/pull/13426) — open
-- [PR #13395: Fix missing validation for num_inference_steps in DDPMScheduler and add tests](https://github.com/huggingface/diffusers/pull/13395) — open
-- [Issue #13425: Division by zero in rescale_noise_cfg can produce NaNs during inference](https://github.com/huggingface/diffusers/issues/13425) — open
-- [Issue #13394: DDPMScheduler allows num_inference_steps=0 without validation (inconsistent with DDIMScheduler)](https://github.com/huggingface/diffusers/issues/13394) — open
-- [Issue #13362: DDIMPipeline does not validate eta range despite documented constraint [0, 1]](https://github.com/huggingface/diffusers/issues/13362) — closed
+- [PR #13485: [Neuron] Enable `torch.comppile` compatibility with Neuron device](https://github.com/huggingface/diffusers/pull/13485) — open, draft
+- [PR #13289: [Neuron] Add AWS Neuron (Trainium/Inferentia) as an officially supported device](https://github.com/huggingface/diffusers/pull/13289) — open, draft
+- [PR #9766: Add a doc for AWS Neuron in Diffusers](https://github.com/huggingface/diffusers/pull/9766) — closed, merged
+
+### `rtrompier`
+
+- profile: [github.com/rtrompier](https://github.com/rtrompier)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Artrompier)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Artrompier)
+- repo first seen: `2023-10-19T12:21:52Z`
+- repo last seen: `2026-04-17T09:16:24Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 4A9C:71245:2003371:800BA26:69E270A5."
+}`
+
+Example artifacts:
+- [PR #13493: chore: bump doc-builder SHA for main doc build workflow](https://github.com/huggingface/diffusers/pull/13493) — closed, draft
+- [PR #13476: chore: bump doc-builder SHA for PR upload workflow](https://github.com/huggingface/diffusers/pull/13476) — closed, merged
+- [PR #5452: fix: remove useless token](https://github.com/huggingface/diffusers/pull/5452) — closed
 
 ### `chenyangzhu1`
 
@@ -645,11 +833,15 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
 - snapshot discussion activity: **7 comments / 1 reviews / 1 review comments**
-- account age: **1473 days**
-- recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID B28F:2BB7F1:1F909E2:7EE4C87:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13396: fix(qwen-image dreambooth): correct prompt embed repeats when using `--with_prior_preservation`](https://github.com/huggingface/diffusers/pull/13396) — closed, merged
@@ -668,16 +860,46 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **22 days**
-- recent public PR activity: **4 PRs** (0 merged / 1 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **25%**, open rate **75%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID B119:3FEAB9:200DA2E:80D907D:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13308: fix: disable non-blocking tensor copies to MPS during model loading](https://github.com/huggingface/diffusers/pull/13308) — open
 - [PR #13307: fix(dreambooth): batch size mismatch with --with_prior_preservation in flux2 scripts](https://github.com/huggingface/diffusers/pull/13307) — open
 
+### `chang-zhijie`
+
+- profile: [github.com/chang-zhijie](https://github.com/chang-zhijie)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Achang-zhijie)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Achang-zhijie)
+- repo first seen: `2026-04-13T03:17:22Z`
+- repo last seen: `2026-04-17T01:52:24Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 3 reviews / 3 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID BAEA:3EA39:20A2168:828ED26:69E270A5."
+}`
+
+Example artifacts:
+- [PR #13490: add _native_npu_attention support mask shape like [B,1,1,S]](https://github.com/huggingface/diffusers/pull/13490) — open
+- [PR #13451: Fix attention_mask broadcasting for NPU compatibility](https://github.com/huggingface/diffusers/pull/13451) — open
+
 ### `eliemichel`
 
 - profile: [github.com/eliemichel](https://github.com/eliemichel)
@@ -690,11 +912,15 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **4549 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: `w3c`, `CitoyensCapteurs`, `hackEns`, `FreederTeam`
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID EFCE:1EAE:1A752A:69DA2D:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13237: Add support for FLUX.2 Klein 9B and 4B in single_file_utils](https://github.com/huggingface/diffusers/pull/13237) — open
@@ -712,16 +938,46 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **37 days**
-- recent public PR activity: **357 PRs** (22 merged / 230 closed-unmerged / 105 open; merged rate **6%**, closed-unmerged rate **64%**, open rate **29%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID FC12:71245:2003523:800C14B:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13273: fix: wrap validation inference with torch.no_grad() in dreambooth examples](https://github.com/huggingface/diffusers/pull/13273) — open
 - [PR #13272: fix: compute image_seq_len from spatial dims in Lumina2 pipeline](https://github.com/huggingface/diffusers/pull/13272) — open
 
+### `GitGlimpse895`
+
+- profile: [github.com/GitGlimpse895](https://github.com/GitGlimpse895)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AGitGlimpse895)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AGitGlimpse895)
+- repo first seen: `2026-04-14T04:29:39Z`
+- repo last seen: `2026-04-17T06:32:56Z`
+- 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: **2 comments / 0 reviews / 0 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 3F28:2C2B73:203DFA9:812EBE2:69E270A5."
+}`
+
+Example artifacts:
+- [PR #13497: hooks/pyramid_attention_broadcast: remove redundant iteration==0 guard and fix stale cache VRAM leak](https://github.com/huggingface/diffusers/pull/13497) — open
+- [PR #13467: hooks/pyramid_attention_broadcast: fix redundant recompute at iteration 0 and free stale cache when outside timestep range](https://github.com/huggingface/diffusers/pull/13467) — closed
+
 ### `hf-security-analysis[bot]`
 
 - profile: [github.com/hf-security-analysis[bot]](https://github.com/hf-security-analysis[bot])
@@ -739,34 +995,15 @@ Example artifacts:
 - public orgs: none visible
 - compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
 - heuristic read: **summary unavailable**
-- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'hf-security-analysis[bot]'."}]`
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 2363:D4DEE:462F67:1174BCE:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13374: chore: update claude_review.yml](https://github.com/huggingface/diffusers/pull/13374) — closed, merged
 - [PR #13354: chore: update claude_review.yml](https://github.com/huggingface/diffusers/pull/13354) — closed
 
-### `HsiaWinter`
-
-- profile: [github.com/HsiaWinter](https://github.com/HsiaWinter)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AHsiaWinter)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AHsiaWinter)
-- repo first seen: `2026-04-08T04:14:03Z`
-- repo last seen: `2026-04-13T08:39:20Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 34 reviews / 34 review comments**
-- account age: **1609 days**
-- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #13456: fix rope dtype from torch.float64 to torch.float32](https://github.com/huggingface/diffusers/pull/13456) — open
-- [PR #13432: Add ernie image](https://github.com/huggingface/diffusers/pull/13432) — closed, merged
-
 ### `huemin-art`
 
 - profile: [github.com/huemin-art](https://github.com/huemin-art)
@@ -779,11 +1016,15 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 4 reviews / 4 review comments**
-- account age: **1503 days**
-- recent public PR activity: **3 PRs** (3 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 2279:128FB3:1FD444E:7F6EA1E:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13428: FLUX.2 small decoder](https://github.com/huggingface/diffusers/pull/13428) — closed, merged
@@ -801,11 +1042,15 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **2565 days**
-- recent public PR activity: **54 PRs** (18 merged / 11 closed-unmerged / 25 open; merged rate **33%**, closed-unmerged rate **20%**, open rate **46%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
-- heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 1B1F:2C2B73:203E0C8:812F084:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13190: Fix None dereference crashes and mutable default feat_idx in Wan/Cosmos autoencoders](https://github.com/huggingface/diffusers/pull/13190) — open
@@ -823,11 +1068,15 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **286 days**
-- recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **young account; high open PR share**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 3E8F:675FC:21FAAAA:8848553:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13206: Set `begin_index` for flow-matching pipelines to avoid slow `index_for_timestep`](https://github.com/huggingface/diffusers/pull/13206) — open
@@ -845,37 +1094,45 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
-- account age: **2285 days**
-- recent public PR activity: **210 PRs** (6 merged / 197 closed-unmerged / 7 open; merged rate **3%**, closed-unmerged rate **94%**, open rate **3%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID B24D:1DCF79:1ED2358:7C1AB2E:69E270A5."
+}`
 
 Example artifacts:
 - [PR #13436: test](https://github.com/huggingface/diffusers/pull/13436) — closed, draft
 - [PR #13367: fix(ddim): validate eta is in [0, 1] in DDIMPipeline](https://github.com/huggingface/diffusers/pull/13367) — closed, merged
 
-### `RuixiangMa`
+### `ParamChordiya`
 
-- profile: [github.com/RuixiangMa](https://github.com/RuixiangMa)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ARuixiangMa)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ARuixiangMa)
-- repo first seen: `2026-04-02T17:19:18Z`
-- repo last seen: `2026-04-11T12:58:19Z`
-- first seen in snapshot: **no**
+- profile: [github.com/ParamChordiya](https://github.com/ParamChordiya)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AParamChordiya)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AParamChordiya)
+- repo first seen: `2026-04-16T05:37:27Z`
+- repo last seen: `2026-04-17T04:23:15Z`
+- 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: **5 comments / 56 reviews / 56 review comments**
-- account age: **3283 days**
-- recent public PR activity: **43 PRs** (22 merged / 1 closed-unmerged / 20 open; merged rate **51%**, closed-unmerged rate **2%**, open rate **47%**)
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high recent PR volume; high open PR share**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 6890:D4DEE:4630F4:11751CC:69E270A6."
+}`
 
 Example artifacts:
-- [PR #13437: [Feat] support JoyAIImagePipeline ](https://github.com/huggingface/diffusers/pull/13437) — closed
-- [PR #13390: [Feat] Adds LongCat-AudioDiT pipeline ](https://github.com/huggingface/diffusers/pull/13390) — open
+- [PR #13495: Fix load_lora_weights crash on modular sub-pipelines without transformer](https://github.com/huggingface/diffusers/pull/13495) — open
+- [PR #13489: Fix UniPC scheduler device mismatch when using offloading](https://github.com/huggingface/diffusers/pull/13489) — open
 
 ### `veeceey`
 
@@ -889,11 +1146,15 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3053 days**
-- recent public PR activity: **253 PRs** (70 merged / 79 closed-unmerged / 104 open; merged rate **28%**, closed-unmerged rate **31%**, open rate **41%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 0C2D:2C2B73:203E20D:812F560:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13173: Fix Flash Attention 3 interface for new FA3 return format](https://github.com/huggingface/diffusers/pull/13173) — closed, merged
@@ -905,17 +1166,21 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ahlky)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ahlky)
 - repo first seen: `2022-08-22T10:44:45Z`
-- repo last seen: `2026-04-13T08:21:52Z`
+- repo last seen: `2026-04-13T16:15:40Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **149**
 - snapshot authored PRs/issues: **142 PRs / 7 issues**
-- snapshot discussion activity: **539 comments / 408 reviews / 399 review comments**
-- account age: **1410 days**
-- recent public PR activity: **6 PRs** (5 merged / 0 closed-unmerged / 1 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
+- snapshot discussion activity: **540 comments / 408 reviews / 399 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **no visible non-self stars**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 077E:2BB7F1:1F90E08:7EE5DBC:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13448: Improve `trust_remote_code`](https://github.com/huggingface/diffusers/pull/13448) — open
@@ -931,20 +1196,24 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Alinoytsaban)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Alinoytsaban)
 - repo first seen: `2023-06-20T06:10:02Z`
-- repo last seen: `2026-04-01T11:18:57Z`
+- repo last seen: `2026-04-16T14:21:59Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **76**
 - snapshot authored PRs/issues: **74 PRs / 2 issues**
-- snapshot discussion activity: **252 comments / 185 reviews / 146 review comments**
-- account age: **2345 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- snapshot discussion activity: **253 comments / 185 reviews / 146 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 8677:33D493:203B7E9:8128F1C:69E270A6."
+}`
 
 Example artifacts:
-- [PR #13325: [flux.2 LoRA] make lora training compatible with flux.2 klein kv](https://github.com/huggingface/diffusers/pull/13325) — open
+- [PR #13325: [flux.2 LoRA] make lora training compatible with flux.2 klein kv](https://github.com/huggingface/diffusers/pull/13325) — closed
 - [PR #13056: Z image lora training](https://github.com/huggingface/diffusers/pull/13056) — closed, merged
 - [PR #12581: [LoRA] add support for more Qwen LoRAs](https://github.com/huggingface/diffusers/pull/12581) — closed, merged
 - [Issue #11730: Add `--lora_alpha` and metadata handling in training scripts follow up](https://github.com/huggingface/diffusers/issues/11730) — closed
@@ -962,11 +1231,15 @@ Example artifacts:
 - repo primary artifacts: **34**
 - snapshot authored PRs/issues: **32 PRs / 2 issues**
 - snapshot discussion activity: **144 comments / 76 reviews / 75 review comments**
-- account age: **2404 days**
-- recent public PR activity: **5 PRs** (3 merged / 1 closed-unmerged / 1 open; merged rate **60%**, closed-unmerged rate **20%**, open rate **20%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **—**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID A710:15A430:20C0839:82F760E:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13229: add ltx2 vae in sana-video;](https://github.com/huggingface/diffusers/pull/13229) — closed, merged
@@ -987,11 +1260,15 @@ Example artifacts:
 - repo primary artifacts: **25**
 - snapshot authored PRs/issues: **20 PRs / 5 issues**
 - snapshot discussion activity: **57 comments / 7 reviews / 7 review comments**
-- account age: **2884 days**
-- recent public PR activity: **27 PRs** (25 merged / 1 closed-unmerged / 1 open; merged rate **93%**, closed-unmerged rate **4%**, open rate **4%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume; no visible non-self stars**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 2ECD:2C2B73:203E34E:812FAB1:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13453: Fix SDXL Refiner with Higher Order Schedulers](https://github.com/huggingface/diffusers/pull/13453) — open
@@ -1013,11 +1290,15 @@ Example artifacts:
 - repo primary artifacts: **22**
 - snapshot authored PRs/issues: **15 PRs / 7 issues**
 - snapshot discussion activity: **86 comments / 22 reviews / 22 review comments**
-- account age: **3132 days**
-- recent public PR activity: **170 PRs** (167 merged / 1 closed-unmerged / 2 open; merged rate **98%**, closed-unmerged rate **1%**, open rate **1%**)
-- public orgs: `vipshop`, `PaddlePaddle`, `xlite-dev`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **extremely high recent PR volume**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 2A70:1DCF79:1ED25A1:7C1B43F:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13228: fix: allow pass cpu generator for helios](https://github.com/huggingface/diffusers/pull/13228) — closed, merged
@@ -1027,28 +1308,35 @@ Example artifacts:
 - [Issue #12706: [Feature] Ulysses Attention for any sequence length w/o padding](https://github.com/huggingface/diffusers/issues/12706) — closed
 - [Issue #12661: Crash while using ChronoEdit with context parallelism](https://github.com/huggingface/diffusers/issues/12661) — closed
 
-### `Mr-Neutr0n`
+### `entrpn`
 
-- profile: [github.com/Mr-Neutr0n](https://github.com/Mr-Neutr0n)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AMr-Neutr0n)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AMr-Neutr0n)
-- repo first seen: `2026-02-07T08:06:58Z`
-- repo last seen: `2026-02-13T08:16:06Z`
+- profile: [github.com/entrpn](https://github.com/entrpn)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aentrpn)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aentrpn)
+- repo first seen: `2022-10-27T22:30:33Z`
+- repo last seen: `2026-04-15T16:05:11Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **10**
-- snapshot authored PRs/issues: **10 PRs / 0 issues**
-- snapshot discussion activity: **9 comments / 0 reviews / 0 review comments**
-- account age: **2174 days**
-- recent public PR activity: **70 PRs** (17 merged / 26 closed-unmerged / 27 open; merged rate **24%**, closed-unmerged rate **37%**, open rate **39%**)
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **15**
+- snapshot authored PRs/issues: **12 PRs / 3 issues**
+- snapshot discussion activity: **32 comments / 7 reviews / 7 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - 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; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 4233:364168:2012E7A:80405E7:69E270A6."
+}`
 
 Example artifacts:
-- [PR #13131: Fix broken attention masking for inner padding in ZImageTransformer2DModel](https://github.com/huggingface/diffusers/pull/13131) — closed
-- [PR #13125: Fix CogVideoX scheduler prev_timestep for non-leading spacing](https://github.com/huggingface/diffusers/pull/13125) — open
-- [PR #13111: Fix AudioLDM2Pipeline AttributeError with GPT2Model](https://github.com/huggingface/diffusers/pull/13111) — open
+- [PR #13463: [ptxla] fix pytorch xla inference on TPUs.](https://github.com/huggingface/diffusers/pull/13463) — closed, merged
+- [PR #11096: update readme instructions.](https://github.com/huggingface/diffusers/pull/11096) — closed, merged
+- [PR #11065: reverts accidental change that removes attn_mask in attn. Improves fl…](https://github.com/huggingface/diffusers/pull/11065) — closed, merged
+- [Issue #7895: Flax's use_memory_efficient_attention is broken](https://github.com/huggingface/diffusers/issues/7895) — closed
+- [Issue #5224: Flax Stable Diffusion 2.1 error](https://github.com/huggingface/diffusers/issues/5224) — closed
+- [Issue #2081: Converting pytorch stable diffusion weights to jax doesn't always work](https://github.com/huggingface/diffusers/issues/2081) — closed
 
 ### `dxqb`
 
@@ -1062,11 +1350,15 @@ Example artifacts:
 - repo primary artifacts: **22**
 - snapshot authored PRs/issues: **9 PRs / 13 issues**
 - snapshot discussion activity: **79 comments / 11 reviews / 13 review comments**
-- account age: **560 days**
-- recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
-- heuristic read: **no visible non-self stars**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 450E:128FB3:1FD4845:7F6F9D2:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13184: Z-Image: no attention mask if attention mask is a no-op](https://github.com/huggingface/diffusers/pull/13184) — closed
@@ -1088,41 +1380,21 @@ Example artifacts:
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **8 PRs / 0 issues**
 - snapshot discussion activity: **28 comments / 9 reviews / 9 review comments**
-- account age: **2992 days**
-- recent public PR activity: **15 PRs** (11 merged / 0 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID D0DB:1491DD:20D7223:83B94EA:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13270: fix parallelism case failure in xpu](https://github.com/huggingface/diffusers/pull/13270) — closed, merged
 - [PR #12842: fix pytest tests/pipelines/pixart_sigma/test_pixart.py::PixArtSigmaPi…](https://github.com/huggingface/diffusers/pull/12842) — closed, merged
 - [PR #12829: support CP in native flash attention](https://github.com/huggingface/diffusers/pull/12829) — closed, merged
 
-### `DavidBert`
-
-- profile: [github.com/DavidBert](https://github.com/DavidBert)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ADavidBert)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ADavidBert)
-- repo first seen: `2025-09-26T15:01:33Z`
-- repo last seen: `2026-02-13T19:22:52Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **7 PRs / 1 issues**
-- snapshot discussion activity: **8 comments / 41 reviews / 40 review comments**
-- account age: **3996 days**
-- recent public PR activity: **23 PRs** (21 merged / 2 closed-unmerged / 0 open; merged rate **91%**, closed-unmerged rate **9%**, open rate **0%**)
-- public orgs: `wikistat`
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #13143: Fix T5GemmaEncoder loading for transformers 5.x composite T5GemmaConfig](https://github.com/huggingface/diffusers/pull/13143) — closed, merged
-- [PR #12791: PRX Set downscale_freq_shift to 0 for consistency with internal implementation](https://github.com/huggingface/diffusers/pull/12791) — closed, merged
-- [PR #12670: [PRX pipeline]: add 1024 resolution ratio bins](https://github.com/huggingface/diffusers/pull/12670) — closed, merged
-- [Issue #13142: PRXPipeline.from_pretrained() broken with transformers 5.1.0](https://github.com/huggingface/diffusers/issues/13142) — closed
-
 ### `satani99`
 
 - profile: [github.com/satani99](https://github.com/satani99)
@@ -1135,11 +1407,15 @@ Example artifacts:
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **7 PRs / 0 issues**
 - snapshot discussion activity: **19 comments / 6 reviews / 6 review comments**
-- account age: **2802 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID BBD4:2C2B73:203E4BF:8130012:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13331: Cogvideox_fun_inp pipeline](https://github.com/huggingface/diffusers/pull/13331) — open
@@ -1152,17 +1428,21 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Amiguelmartin75)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Amiguelmartin75)
 - repo first seen: `2025-12-17T00:32:26Z`
-- repo last seen: `2026-03-11T01:21:26Z`
+- repo last seen: `2026-04-16T00:50:23Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **8 comments / 22 reviews / 22 review comments**
-- account age: **4849 days**
-- recent public PR activity: **4 PRs** (4 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- snapshot discussion activity: **9 comments / 22 reviews / 22 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **—**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 9A09:2C2B73:203E500:8130126:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13251: Update Documentation for NVIDIA Cosmos](https://github.com/huggingface/diffusers/pull/13251) — closed, merged
@@ -1175,17 +1455,21 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aadi776borate)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aadi776borate)
 - repo first seen: `2025-11-11T18:30:22Z`
-- repo last seen: `2026-04-10T03:48:29Z`
+- repo last seen: `2026-04-16T04:46:34Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **32 comments / 29 reviews / 29 review comments**
-- account age: **730 days**
-- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
+- snapshot discussion activity: **33 comments / 29 reviews / 29 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 7202:3FEAB9:200E19B:80DAED7:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13299: Fix missing latents_bn_std dtype cast in VAE normalization](https://github.com/huggingface/diffusers/pull/13299) — open
@@ -1204,11 +1488,15 @@ Example artifacts:
 - repo primary artifacts: **6**
 - snapshot authored PRs/issues: **4 PRs / 2 issues**
 - snapshot discussion activity: **34 comments / 16 reviews / 16 review comments**
-- account age: **2193 days**
-- recent public PR activity: **13 PRs** (10 merged / 2 closed-unmerged / 1 open; merged rate **77%**, closed-unmerged rate **15%**, open rate **8%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 6872:1B7FAE:2143199:854E860:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13326: Add Flux2 LoKR adapter support prototype with dual conversion paths](https://github.com/huggingface/diffusers/pull/13326) — open
@@ -1223,17 +1511,21 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AAlanPonnachan)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AAlanPonnachan)
 - repo first seen: `2024-12-23T18:31:30Z`
-- repo last seen: `2026-04-03T18:05:15Z`
+- repo last seen: `2026-04-16T16:51:48Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **20 comments / 8 reviews / 8 review comments**
-- account age: **1771 days**
-- recent public PR activity: **5 PRs** (2 merged / 1 closed-unmerged / 2 open; merged rate **40%**, closed-unmerged rate **20%**, open rate **40%**)
+- snapshot discussion activity: **21 comments / 8 reviews / 8 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID AAC2:71245:2003AFB:800D853:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13324: feat: Add Modular Pipeline for Stable Diffusion 3 (SD3)](https://github.com/huggingface/diffusers/pull/13324) — open
@@ -1252,11 +1544,15 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **9 comments / 5 reviews / 4 review comments**
-- account age: **4027 days**
-- recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
-- heuristic read: **no visible non-self stars**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 0D1F:128FB3:1FD4A96:7F70324:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13290: [export] Add export-safe LRU cache helper](https://github.com/huggingface/diffusers/pull/13290) — closed, merged
@@ -1275,11 +1571,15 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 1 reviews / 0 review comments**
-- account age: **2971 days**
-- recent public PR activity: **36 PRs** (32 merged / 0 closed-unmerged / 4 open; merged rate **89%**, closed-unmerged rate **0%**, open rate **11%**)
-- public orgs: `huggingface`, `Hugging-Face-Helping-Hand`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID DD11:3D014:20F3EC5:83E6F92:69E270A6."
+}`
 
 Example artifacts:
 - [PR #13257: Add `PRXPipeline` in `AUTO_TEXT2IMAGE_PIPELINES_MAPPING`](https://github.com/huggingface/diffusers/pull/13257) — closed, merged
@@ -1298,17 +1598,48 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **24 comments / 17 reviews / 16 review comments**
-- account age: **3892 days**
-- recent public PR activity: **151 PRs** (3 merged / 128 closed-unmerged / 20 open; merged rate **2%**, closed-unmerged rate **85%**, open rate **13%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
-- heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID BD8B:1DCF79:1ED2932:7C1C2C5:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13166: [gguf][torch.compile time] Convert to plain tensor earlier in dequantize_gguf_tensor](https://github.com/huggingface/diffusers/pull/13166) — closed, merged
 - [PR #11705: [rfc][compile] compile method for DiffusionPipeline](https://github.com/huggingface/diffusers/pull/11705) — closed, merged
 - [PR #11551: [gguf] Refactor __torch_function__ to avoid unnecessary computation](https://github.com/huggingface/diffusers/pull/11551) — closed, merged
 
+### `McPatate`
+
+- profile: [github.com/McPatate](https://github.com/McPatate)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AMcPatate)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AMcPatate)
+- repo first seen: `2024-06-07T16:06:34Z`
+- repo last seen: `2026-04-14T17:27:04Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 4 reviews / 7 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID AE41:1B7FAE:21433D4:854F166:69E270A7."
+}`
+
+Example artifacts:
+- [PR #13470: feat: bump safetensors to `0.8.0-rc.0`](https://github.com/huggingface/diffusers/pull/13470) — closed, merged
+- [PR #8457: fix(ci): remove unnecessary permissions](https://github.com/huggingface/diffusers/pull/8457) — closed, merged
+- [PR #8430: feat(ci): add trufflehog secrets detection](https://github.com/huggingface/diffusers/pull/8430) — closed, merged
+
 ### `tcaimm`
 
 - profile: [github.com/tcaimm](https://github.com/tcaimm)
@@ -1321,11 +1652,15 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **6 comments / 1 reviews / 1 review comments**
-- account age: **1620 days**
-- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 2657:14B53:21CCD76:873608C:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13219: Fix wrapped transformer config access in Flux2 Klein training](https://github.com/huggingface/diffusers/pull/13219) — closed, merged
@@ -1344,60 +1679,48 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 3 reviews / 3 review comments**
-- account age: **5118 days**
-- recent public PR activity: **87 PRs** (74 merged / 7 closed-unmerged / 6 open; merged rate **85%**, closed-unmerged rate **8%**, open rate **7%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
-
-Example artifacts:
-- [PR #13263: [not for land yet]: improve cuda graph support for Qwen-Image](https://github.com/huggingface/diffusers/pull/13263) — open
-- [PR #13048: remove torchao autoquant from diffusers docs](https://github.com/huggingface/diffusers/pull/13048) — closed, merged
-- [PR #12901: fix torchao quantizer for new torchao versions](https://github.com/huggingface/diffusers/pull/12901) — closed, merged
-
-### `JingyaHuang`
-
-- profile: [github.com/JingyaHuang](https://github.com/JingyaHuang)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AJingyaHuang)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AJingyaHuang)
-- repo first seen: `2022-11-03T10:27:59Z`
-- repo last seen: `2026-03-19T16:01:08Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 4 reviews / 3 review comments**
-- account age: **2738 days**
-- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 7A2D:3E60E7:1F5146A:7D5C56E:69E270A7."
+}`
 
 Example artifacts:
-- [PR #13289: [Neuron] Add AWS Neuron (Trainium/Inferentia) as an officially supported device](https://github.com/huggingface/diffusers/pull/13289) — open, draft
-- [PR #9766: Add a doc for AWS Neuron in Diffusers](https://github.com/huggingface/diffusers/pull/9766) — closed, merged
+- [PR #13263: [not for land yet]: improve cuda graph support for Qwen-Image](https://github.com/huggingface/diffusers/pull/13263) — open
+- [PR #13048: remove torchao autoquant from diffusers docs](https://github.com/huggingface/diffusers/pull/13048) — closed, merged
+- [PR #12901: fix torchao quantizer for new torchao versions](https://github.com/huggingface/diffusers/pull/12901) — closed, merged
 
-### `jscaldwell55`
+### `songh11`
 
-- profile: [github.com/jscaldwell55](https://github.com/jscaldwell55)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ajscaldwell55)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ajscaldwell55)
-- repo first seen: `2026-02-11T23:45:46Z`
-- repo last seen: `2026-02-15T01:57:12Z`
+- profile: [github.com/songh11](https://github.com/songh11)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Asongh11)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Asongh11)
+- repo first seen: `2024-12-05T09:11:19Z`
+- repo last seen: `2026-04-15T09:14:25Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **1328 days**
-- recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **1 PRs / 4 issues**
+- snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - 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**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 9E59:267790:231AAC4:8F7210D:69E270A7."
+}`
 
 Example artifacts:
-- [PR #13136: fix: freeze shared transformer modules in ZImageControlNet.from_transformer](https://github.com/huggingface/diffusers/pull/13136) — open
-- [PR #13128: fix: use state_dict pattern in ZImageControlNet.from_transformer to prevent weight sharing](https://github.com/huggingface/diffusers/pull/13128) — closed
+- [PR #13478: fix(ernie-image): avoid locals() comprehension scope issue in callback kwargs](https://github.com/huggingface/diffusers/pull/13478) — closed, merged
+- [Issue #13477: ErnieImage callback locals() scope bug.](https://github.com/huggingface/diffusers/issues/13477) — closed
+- [Issue #12396: Using leaf_level together with delete_adapters can get some errors.](https://github.com/huggingface/diffusers/issues/12396) — closed
+- [Issue #11408: set_adapters not support for compiled model](https://github.com/huggingface/diffusers/issues/11408) — closed
 
 ### `Moran232`
 
@@ -1405,17 +1728,21 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AMoran232)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AMoran232)
 - repo first seen: `2026-04-07T07:58:41Z`
-- repo last seen: `2026-04-11T05:42:17Z`
+- repo last seen: `2026-04-14T14:49:49Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **1 PRs / 2 issues**
-- snapshot discussion activity: **1 comments / 4 reviews / 4 review comments**
-- account age: **4191 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- snapshot discussion activity: **2 comments / 12 reviews / 12 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 5F3D:1491DD:20D7658:83BA684:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13444: [feat] JoyAI-JoyImage-Edit support](https://github.com/huggingface/diffusers/pull/13444) — open
@@ -1434,11 +1761,15 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **11 comments / 1 reviews / 1 review comments**
-- account age: **1936 days**
-- recent public PR activity: **4 PRs** (3 merged / 0 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **—**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID E01E:271612:1F04B1C:7C2D24C:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13231: Add RAE Diffusion Transformer inference/preliminary training pipelines](https://github.com/huggingface/diffusers/pull/13231) — open
@@ -1456,11 +1787,15 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **383 days**
-- recent public PR activity: **17 PRs** (12 merged / 1 closed-unmerged / 4 open; merged rate **71%**, closed-unmerged rate **6%**, open rate **24%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID F2F2:3FE45:22337CB:88C141F:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13306: [docs] Add NeMo Automodel training guide](https://github.com/huggingface/diffusers/pull/13306) — closed, merged
@@ -1472,21 +1807,25 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ASunhill666)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ASunhill666)
 - repo first seen: `2026-04-01T06:54:19Z`
-- repo last seen: `2026-04-13T13:21:35Z`
+- repo last seen: `2026-04-17T02:37:14Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3215 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- snapshot discussion activity: **5 comments / 5 reviews / 5 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 8DA6:194B2F:212179A:86689EF:69E270A7."
+}`
 
 Example artifacts:
-- [PR #13379: fix(qwen): fix CFG failing when passing neg prompt embeds with none mask](https://github.com/huggingface/diffusers/pull/13379) — open
-- [Issue #13377: [Bug] `QwenImagePipeline` silently disables CFG when passing `negative_prompt_embeds` if mask is `None` (which `encode_prompt` returns by default)](https://github.com/huggingface/diffusers/issues/13377) — open
+- [PR #13379: fix(qwen): fix CFG failing when passing neg prompt embeds with none mask](https://github.com/huggingface/diffusers/pull/13379) — closed, merged
+- [Issue #13377: [Bug] `QwenImagePipeline` silently disables CFG when passing `negative_prompt_embeds` if mask is `None` (which `encode_prompt` returns by default)](https://github.com/huggingface/diffusers/issues/13377) — closed
 
 ### `VittoriaLanzo`
 
@@ -1500,37 +1839,20 @@ Example artifacts:
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
 - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **73 days**
-- recent public PR activity: **30 PRs** (22 merged / 4 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **13%**, open rate **13%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
-- heuristic read: **very new account; high recent PR volume; broad repo spread**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 1891:267790:231ACE7:8F72A24:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13412: [Scheduler] Add monotonicity validation and tests for LTXEulerAncestr…](https://github.com/huggingface/diffusers/pull/13412) — closed
 - [Issue #13411: `LTXEulerAncestralRFScheduler.set_timesteps(sigmas=...)` does not validate monotonicity, causing silent incorrect denoising](https://github.com/huggingface/diffusers/issues/13411) — open
 
-### `aazeeem11`
-
-- profile: [github.com/aazeeem11](https://github.com/aazeeem11)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aaazeeem11)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aaazeeem11)
-- repo first seen: `2026-01-11T13:00:48Z`
-- repo last seen: `2026-02-13T16:19:48Z`
-- 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: **2 comments / 0 reviews / 0 review comments**
-- account age: **506 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 #13138: Add Claude Diffusers skill and Claude Code plugin scaffold (#12935)](https://github.com/huggingface/diffusers/pull/13138) — open
-
 ### `abhixb`
 
 - profile: [github.com/abhixb](https://github.com/abhixb)
@@ -1543,11 +1865,15 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **259 days**
-- recent public PR activity: **4 PRs** (2 merged / 2 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **young account; many recent closed-unmerged PRs**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID C6AB:D4DEE:4639DB:11775F6:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13265:  add tensor and numpy array support for image input in Flux2KleinPipeline](https://github.com/huggingface/diffusers/pull/13265) — closed
@@ -1564,36 +1890,19 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2753 days**
-- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 4E04:262F49:2132D9B:84DD132:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13320: Use defaultdict for _SET_ADAPTER_SCALE_FN_MAPPING](https://github.com/huggingface/diffusers/pull/13320) — closed, merged
 
-### `Anai-Guo`
-
-- profile: [github.com/Anai-Guo](https://github.com/Anai-Guo)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AAnai-Guo)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AAnai-Guo)
-- repo first seen: `2026-04-13T06:56:28Z`
-- repo last seen: `2026-04-13T06:56:28Z`
-- 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: **0 days**
-- recent public PR activity: **10 PRs** (1 merged / 0 closed-unmerged / 9 open; merged rate **10%**, closed-unmerged rate **0%**, open rate **90%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #13455: fix: align text_encoder_out_layers default with pipeline for Flux 2 Klein](https://github.com/huggingface/diffusers/pull/13455) — open
-
 ### `andrew-w-ross`
 
 - profile: [github.com/andrew-w-ross](https://github.com/andrew-w-ross)
@@ -1606,11 +1915,15 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3847 days**
-- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 414E:3E60E7:1F517AE:7D5D2BE:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13363: corrects single file path validation logic](https://github.com/huggingface/diffusers/pull/13363) — closed, merged
@@ -1627,11 +1940,15 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 2 reviews / 2 review comments**
-- account age: **4993 days**
-- recent public PR activity: **11 PRs** (8 merged / 1 closed-unmerged / 2 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
-- public orgs: `ucb-sts`
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 336A:3FEAB9:200E87A:80DCA5B:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13405: Remove references to torchao's AffineQuantizedTensor](https://github.com/huggingface/diffusers/pull/13405) — closed, merged
@@ -1648,15 +1965,44 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2260 days**
-- recent public PR activity: **18 PRs** (6 merged / 11 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **61%**, open rate **6%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - 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**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID C8F4:3E60E7:1F5183C:7D5D4F0:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13268: Add DiffSynth blockwise ControlNet support to QwenImageControlNetModel](https://github.com/huggingface/diffusers/pull/13268) — open
 
+### `aws-zhenguo`
+
+- profile: [github.com/aws-zhenguo](https://github.com/aws-zhenguo)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aaws-zhenguo)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aaws-zhenguo)
+- repo first seen: `2026-04-14T22:28:18Z`
+- repo last seen: `2026-04-14T22:28:18Z`
+- 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: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 8831:128FB3:1FD5138:7F71C0D:69E270A7."
+}`
+
+Example artifacts:
+- [PR #13473: [attention backends] Add Neuron backend for context parallel](https://github.com/huggingface/diffusers/pull/13473) — open
+
 ### `awsr`
 
 - profile: [github.com/awsr](https://github.com/awsr)
@@ -1669,36 +2015,19 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **2747 days**
-- recent public PR activity: **24 PRs** (18 merged / 3 closed-unmerged / 3 open; merged rate **75%**, closed-unmerged rate **12%**, open rate **12%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 0AA0:2BB7F1:1F91864:7EE8749:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13409: Guard against calling optional `ftfy` module if not available](https://github.com/huggingface/diffusers/pull/13409) — open
 
-### `chang-zhijie`
-
-- profile: [github.com/chang-zhijie](https://github.com/chang-zhijie)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Achang-zhijie)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Achang-zhijie)
-- repo first seen: `2026-04-13T03:17:22Z`
-- repo last seen: `2026-04-13T03:17:22Z`
-- 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: **2852 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 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 #13451: Fix attention_mask broadcasting for NPU compatibility](https://github.com/huggingface/diffusers/pull/13451) — open
-
 ### `conanna`
 
 - profile: [github.com/conanna](https://github.com/conanna)
@@ -1706,16 +2035,20 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aconanna)
 - repo first seen: `2026-04-12T19:13:13Z`
 - repo last seen: `2026-04-12T19:13:13Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIMER**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **377 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - 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**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID D6D8:3EA39:20A302D:829289D:69E270A7."
+}`
 
 Example artifacts:
 - [PR #13450: fix: align sigmas device in UniPCMultistepScheduler.set_timesteps](https://github.com/huggingface/diffusers/pull/13450) — open
@@ -1732,11 +2065,15 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3348 days**
-- recent public PR activity: **66 PRs** (10 merged / 22 closed-unmerged / 34 open; merged rate **15%**, closed-unmerged rate **33%**, open rate **52%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - 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; high open PR share; no visible non-self stars; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID AA88:194B2F:2121ACC:86696B6:69E270A8."
+}`
 
 Example artifacts:
 - [PR #13175: tests: add regression test for logger NameError in torchao_quantizer](https://github.com/huggingface/diffusers/pull/13175) — open
@@ -1753,15 +2090,44 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2208 days**
-- recent public PR activity: **11 PRs** (5 merged / 1 closed-unmerged / 5 open; merged rate **45%**, closed-unmerged rate **9%**, open rate **45%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
-- heuristic read: **broad repo spread; high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 1DEE:A295:20C248D:83660D9:69E270A8."
+}`
 
 Example artifacts:
 - [PR #13391: Fix typos and grammar errors in documentation](https://github.com/huggingface/diffusers/pull/13391) — closed, merged
 
+### `hitchhiker3010`
+
+- profile: [github.com/hitchhiker3010](https://github.com/hitchhiker3010)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ahitchhiker3010)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ahitchhiker3010)
+- repo first seen: `2026-04-07T06:26:34Z`
+- repo last seen: `2026-04-16T15:30:26Z`
+- first seen in snapshot: **yes**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID B105:1DCF79:1ED2F80:7C1DB23:69E270A8."
+}`
+
+Example artifacts:
+- [PR #13461: Remove compile bottlenecks from ZImage pipeline](https://github.com/huggingface/diffusers/pull/13461) — closed, merged
+
 ### `HMAKT99`
 
 - profile: [github.com/HMAKT99](https://github.com/HMAKT99)
@@ -1769,16 +2135,20 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AHMAKT99)
 - repo first seen: `2026-03-30T15:12:13Z`
 - repo last seen: `2026-03-30T15:12:13Z`
-- 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**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **261 days**
-- recent public PR activity: **197 PRs** (88 merged / 60 closed-unmerged / 49 open; merged rate **45%**, closed-unmerged rate **30%**, open rate **25%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
-- heuristic read: **young account; extremely high recent PR volume; very broad repo spread**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 9C7C:364168:2013930:8043043:69E270A8."
+}`
 
 Example artifacts:
 - [PR #13370: Add AI image provenance community example](https://github.com/huggingface/diffusers/pull/13370) — open
@@ -1795,11 +2165,15 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **568 days**
-- recent public PR activity: **32 PRs** (11 merged / 7 closed-unmerged / 14 open; merged rate **34%**, closed-unmerged rate **22%**, open rate **44%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
-- heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 6DB8:15A430:20C1458:82FA7B6:69E270A8."
+}`
 
 Example artifacts:
 - [PR #13246: Fix double-shifted sigma_min/sigma_max in FlowMatchEulerDiscreteScheduler](https://github.com/huggingface/diffusers/pull/13246) — open
@@ -1816,36 +2190,19 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **424 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 99A2:14D1B6:202899C:80F990A:69E270A8."
+}`
 
 Example artifacts:
 - [PR #13327: feat(utils): optional aiter swizzle GEMM for ROCm MI + aiter](https://github.com/huggingface/diffusers/pull/13327) — open
 
-### `Minisal`
-
-- profile: [github.com/Minisal](https://github.com/Minisal)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AMinisal)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AMinisal)
-- repo first seen: `2026-02-13T03:34:51Z`
-- repo last seen: `2026-02-13T03:34:51Z`
-- 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: **0 comments / 0 reviews / 0 review comments**
-- account age: **2597 days**
-- recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
-- public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
-- heuristic read: **no visible non-self stars**
-
-Example artifacts:
-- [PR #13133: Fix missing .unsqueeze(1) in attention mask for HunyuanVideo VAE](https://github.com/huggingface/diffusers/pull/13133) — open
-
 ### `r266-tech`
 
 - profile: [github.com/r266-tech](https://github.com/r266-tech)
@@ -1858,36 +2215,19 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **202 days**
-- recent public PR activity: **189 PRs** (36 merged / 66 closed-unmerged / 87 open; merged rate **19%**, closed-unmerged rate **35%**, open rate **46%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **young account; extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 37DD:1B7FAE:2143B95:85510E7:69E270A8."
+}`
 
 Example artifacts:
 - [PR #13309: Add warning when using CUDA random generator (#13298)](https://github.com/huggingface/diffusers/pull/13309) — open
 
-### `rustadadam`
-
-- profile: [github.com/rustadadam](https://github.com/rustadadam)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Arustadadam)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Arustadadam)
-- repo first seen: `2026-02-13T18:20:08Z`
-- repo last seen: `2026-02-13T18:20:08Z`
-- 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: **0 comments / 0 reviews / 0 review comments**
-- account age: **890 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #13141: Allows DDPM Scheduler to have Zero Variance on Generation Runs](https://github.com/huggingface/diffusers/pull/13141) — open
-
 ### `sippycoder`
 
 - profile: [github.com/sippycoder](https://github.com/sippycoder)
@@ -1900,11 +2240,15 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 13 reviews / 13 review comments**
-- account age: **1051 days**
-- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 3955:3D014:20F486F:83E93B7:69E270A8."
+}`
 
 Example artifacts:
 - [PR #13317: NucleusMoE-Image](https://github.com/huggingface/diffusers/pull/13317) — closed, merged
@@ -1921,11 +2265,15 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
-- account age: **2637 days**
-- recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 2A81:13D9AE:20C5D9B:8361150:69E270A8."
+}`
 
 Example artifacts:
 - [PR #13187: Fix LTX-2 image-to-video generation failure in two stages generation](https://github.com/huggingface/diffusers/pull/13187) — closed, merged
@@ -1942,11 +2290,15 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1179 days**
-- recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
-- heuristic read: **no visible non-self stars**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID F469:3FE45:2233E8F:88C2F70:69E270A8."
+}`
 
 Example artifacts:
 - [PR #13205: fix: correct invalid type annotation for `image` in `Flux2Pipeline.__call__`](https://github.com/huggingface/diffusers/pull/13205) — closed, merged
@@ -1963,11 +2315,15 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **1432 days**
-- recent public PR activity: **2 PRs** (0 merged / 2 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - 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**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 3071:675FC:21FBB8E:884C714:69E270A8."
+}`
 
 Example artifacts:
 - [PR #13404: fix: cache modulate_index tensor to eliminate per-step DtoH sync](https://github.com/huggingface/diffusers/pull/13404) — closed
@@ -1984,15 +2340,44 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **3417 days**
-- recent public PR activity: **3 PRs** (3 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **—**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 51AF:2C2B73:203F16B:81331D0:69E270A8."
+}`
 
 Example artifacts:
 - [PR #13423: Fix grammar in LoRA documentation](https://github.com/huggingface/diffusers/pull/13423) — closed, merged
 
+### `yadferhad`
+
+- profile: [github.com/yadferhad](https://github.com/yadferhad)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ayadferhad)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ayadferhad)
+- repo first seen: `2026-04-15T17:24:00Z`
+- repo last seen: `2026-04-16T00:15:01Z`
+- 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: **2 comments / 0 reviews / 0 review comments**
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 7D6F:128FB3:1FD55B3:7F72D53:69E270A8."
+}`
+
+Example artifacts:
+- [PR #13486: Fix Flux2 non-diffusers guidance LoRA conversion](https://github.com/huggingface/diffusers/pull/13486) — open
+
 ### `yunjoochoi`
 
 - profile: [github.com/yunjoochoi](https://github.com/yunjoochoi)
@@ -2005,11 +2390,15 @@ Example artifacts:
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **772 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- account age: **? days**
+- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
+- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
+- heuristic read: **summary unavailable**
+- enrichment fetch error: `graphql request failed: 403 {
+  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
+  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID AB12:14B53:21CD73B:8738721:69E270A8."
+}`
 
 Example artifacts:
 - [PR #13267: Fix missing gradient_checkpointing init in ZImageControlNetModel](https://github.com/huggingface/diffusers/pull/13267) — open