Refresh diffusers dataset snapshot 20260520T043521Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260520T033521Z`
+- latest snapshot: `20260520T043521Z`
 - raw data only; no labels or moderation decisions
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new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260520T033521Z`
-- Generated: `2026-05-20T03:35:46Z`
+- Snapshot: `20260520T043521Z`
+- Generated: `2026-05-20T04:35:56Z`
 - Activity window: `60d`
 - Contributors: `99`
 
@@ -25,8 +25,8 @@
 | `azolotenkov` | [profile](https://github.com/azolotenkov) | no | CONTRIBUTOR | 1019d | `2025-03-04T13:58:31Z` | 6 | 0 | strong | low | low | no visible non-self stars; 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 |
 | `zhtmike` | [profile](https://github.com/zhtmike) | no | CONTRIBUTOR | 4275d | `2026-03-17T08:08:13Z` | 5 | 3 | mixed | moderate | low | high recent PR volume |
+| `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | CONTRIBUTOR | 3d | `2026-05-12T02:45:59Z` | 5 | 0 | weak | moderate | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `RuixiangMa` | [profile](https://github.com/RuixiangMa) | no | CONTRIBUTOR | 3287d | `2026-04-02T17:19:18Z` | 5 | 0 | mixed | low | low | high recent PR volume |
-| `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | CONTRIBUTOR | 3d | `2026-05-12T02:45:59Z` | 4 | 0 | weak | moderate | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-27T11:59:04Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
 | `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 |
@@ -38,6 +38,7 @@
 | `jbbqqf` | [profile](https://github.com/jbbqqf) | no | FIRST_TIME_CONTRIBUTOR | 4282d | `2026-05-10T09:20:21Z` | 3 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
 | `NazarKozak` | [profile](https://github.com/NazarKozak) | no | FIRST_TIME_CONTRIBUTOR | 4489d | `2026-04-25T06:35:12Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1466d | `2026-03-23T11:52:46Z` | 3 | 0 | mixed | moderate | low | targets high-star repos |
+| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2023-02-22T18:18:22Z` | 213 | 6 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
 | `christopher5106` | [profile](https://github.com/christopher5106) | no | CONTRIBUTOR | 4425d | `2024-03-30T15:52:41Z` | 8 | 25 | mixed | low | low | targets high-star repos |
 | `JingyaHuang` | [profile](https://github.com/JingyaHuang) | no | MEMBER | 2742d | `2022-11-03T10:27:59Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `chenyangzhu1` | [profile](https://github.com/chenyangzhu1) | no | CONTRIBUTOR | 1477d | `2026-04-02T15:30:04Z` | 2 | 1 | strong | low | low | targets high-star repos |
@@ -52,7 +53,6 @@
 | `terarachang` | [profile](https://github.com/terarachang) | no | CONTRIBUTOR | 3903d | `2026-04-28T06:39:25Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `xodn348` | [profile](https://github.com/xodn348) | no | FIRST_TIME_CONTRIBUTOR | 2358d | `2026-05-07T07:22:44Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `zxuhan` | [profile](https://github.com/zxuhan) | no | FIRST_TIME_CONTRIBUTOR | 1006d | `2026-05-14T19:07:05Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; 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 |
 | `linoytsaban` | [profile](https://github.com/linoytsaban) | no | MEMBER | 2349d | `2023-06-20T06:10:02Z` | 74 | 2 | weak | low | high | very high single-repo PR burst; many recent closed-unmerged PRs; targets high-star repos |
 | `rootonchair` | [profile](https://github.com/rootonchair) | no | CONTRIBUTOR | 3462d | `2023-12-27T03:24:34Z` | 24 | 8 | weak | low | low | high open PR share; targets high-star repos |
 | `Beinsezii` | [profile](https://github.com/Beinsezii) | no | CONTRIBUTOR | 2888d | `2023-11-06T21:11:04Z` | 20 | 5 | strong | moderate | low | high recent PR volume; no visible non-self stars |
@@ -485,12 +485,12 @@ Example artifacts:
 - 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: `2026-05-20T03:16:22Z`
+- repo last seen: `2026-05-20T04:22:09Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **8**
 - snapshot authored PRs/issues: **5 PRs / 3 issues**
-- snapshot discussion activity: **13 comments / 36 reviews / 36 review comments**
+- snapshot discussion activity: **14 comments / 36 reviews / 36 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
@@ -505,6 +505,29 @@ Example artifacts:
 - [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
 
+### `Dev-X25874`
+
+- profile: [github.com/Dev-X25874](https://github.com/Dev-X25874)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ADev-X25874)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ADev-X25874)
+- repo first seen: `2026-05-12T02:45:59Z`
+- repo last seen: `2026-05-20T04:06:36Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
+- account age: **3 days**
+- recent public PR activity: **7 PRs** (0 merged / 4 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **57%**, open rate **43%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **high**
+- heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #13768: schedulers/scheduling_dpmsolver_multistep: round timesteps for exponential and beta sigma schedules](https://github.com/huggingface/diffusers/pull/13768) — open
+- [PR #13764: guiders/tangential_classifier_free_guidance: fix AttributeError in is_conditional property](https://github.com/huggingface/diffusers/pull/13764) — open
+- [PR #13743: examples/dreambooth: fix missing `weighting` chunk when using prior preservation in Flux and SD3 LoRA training](https://github.com/huggingface/diffusers/pull/13743) — closed, merged
+
 ### `RuixiangMa`
 
 - profile: [github.com/RuixiangMa](https://github.com/RuixiangMa)
@@ -528,29 +551,6 @@ 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
 
-### `Dev-X25874`
-
-- profile: [github.com/Dev-X25874](https://github.com/Dev-X25874)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ADev-X25874)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ADev-X25874)
-- repo first seen: `2026-05-12T02:45:59Z`
-- repo last seen: `2026-05-19T02:38:48Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
-- account age: **3 days**
-- recent public PR activity: **7 PRs** (0 merged / 4 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **57%**, open rate **43%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **high**
-- heuristic read: **very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #13764: guiders/tangential_classifier_free_guidance: fix AttributeError in is_conditional property](https://github.com/huggingface/diffusers/pull/13764) — open
-- [PR #13743: examples/dreambooth: fix missing `weighting` chunk when using prior preservation in Flux and SD3 LoRA training](https://github.com/huggingface/diffusers/pull/13743) — closed, merged
-- [PR #13731: examples/dreambooth: fix LR scheduler step count for multi-GPU in train_dreambooth_lora_sd3.py](https://github.com/huggingface/diffusers/pull/13731) — closed, merged
-
 ### `hf-security-analysis[bot]`
 
 - profile: [github.com/hf-security-analysis[bot]](https://github.com/hf-security-analysis[bot])
@@ -811,6 +811,32 @@ Example artifacts:
 - [PR #13339: Fix: ensure consistent dtype and eval mode in pipeline save/load tests](https://github.com/huggingface/diffusers/pull/13339) — closed, merged
 - [PR #13316: Stabilize low-precision custom autoencoder RMS normalization](https://github.com/huggingface/diffusers/pull/13316) — closed, merged
 
+### `stevhliu`
+
+- profile: [github.com/stevhliu](https://github.com/stevhliu)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Astevhliu)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Astevhliu)
+- repo first seen: `2023-02-22T18:18:22Z`
+- repo last seen: `2026-05-20T04:08:03Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **219**
+- snapshot authored PRs/issues: **213 PRs / 6 issues**
+- snapshot discussion activity: **246 comments / 767 reviews / 1600 review comments**
+- account age: **2296 days**
+- recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
+- 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**
+
+Example artifacts:
+- [PR #13769: Fix missing forward/__call__ docstring entries](https://github.com/huggingface/diffusers/pull/13769) — open
+- [PR #13334: [docs] refactor model skill](https://github.com/huggingface/diffusers/pull/13334) — closed, merged
+- [PR #13248: [docs] updates](https://github.com/huggingface/diffusers/pull/13248) — closed, merged
+- [Issue #7238: IP-Adapter masking](https://github.com/huggingface/diffusers/issues/7238) — closed
+- [Issue #5380: [community pipeline] Mixture tiling](https://github.com/huggingface/diffusers/issues/5380) — closed
+- [Issue #5379: [community pipeline] SpeechToImage](https://github.com/huggingface/diffusers/issues/5379) — closed
+
 ### `christopher5106`
 
 - profile: [github.com/christopher5106](https://github.com/christopher5106)
@@ -1125,32 +1151,6 @@ Example artifacts:
 - [PR #13755: [pipelines] fix SD3 crash with pre-computed prompt_embeds and num_images_per_prompt](https://github.com/huggingface/diffusers/pull/13755) — open
 - [PR #13754: [schedulers] fix RecursionError in CosineDPMSolverMultistepScheduler](https://github.com/huggingface/diffusers/pull/13754) — open
 
-### `stevhliu`
-
-- profile: [github.com/stevhliu](https://github.com/stevhliu)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Astevhliu)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Astevhliu)
-- repo first seen: `2023-02-22T18:18:22Z`
-- repo last seen: `2026-05-19T07:37:42Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **218**
-- snapshot authored PRs/issues: **212 PRs / 6 issues**
-- snapshot discussion activity: **246 comments / 767 reviews / 1600 review comments**
-- account age: **2296 days**
-- recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
-- 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**
-
-Example artifacts:
-- [PR #13334: [docs] refactor model skill](https://github.com/huggingface/diffusers/pull/13334) — closed, merged
-- [PR #13248: [docs] updates](https://github.com/huggingface/diffusers/pull/13248) — closed, merged
-- [PR #13158: [docs] add docs for qwenimagelayered](https://github.com/huggingface/diffusers/pull/13158) — closed, merged
-- [Issue #7238: IP-Adapter masking](https://github.com/huggingface/diffusers/issues/7238) — closed
-- [Issue #5380: [community pipeline] Mixture tiling](https://github.com/huggingface/diffusers/issues/5380) — closed
-- [Issue #5379: [community pipeline] SpeechToImage](https://github.com/huggingface/diffusers/issues/5379) — closed
-
 ### `linoytsaban`
 
 - profile: [github.com/linoytsaban](https://github.com/linoytsaban)

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+  "archived_manifest_path": "snapshots/20260520T043521Z/manifest.json",
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+  "next_since": "2026-05-20T04:35:21Z",
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