Refresh diffusers dataset snapshot 20260613T183521Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260613T173521Z`
+- latest snapshot: `20260613T183521Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
 - full file contents for changed files are not included

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@@ -1,26 +1,26 @@
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@@ -468,12 +468,12 @@
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@@ -1553,6 +1553,83 @@
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+          {
+            "kind": "pull_request",
+            "number": 13941,
+            "title": "Add AttentionMixin to OvisImageTransformer2DModel",
+            "url": "https://github.com/huggingface/diffusers/pull/13941",
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@@ -1661,83 +1738,6 @@
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       "follow_through_score": "mixed",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260613T173521Z`
-- Generated: `2026-06-13T17:35:58Z`
+- Snapshot: `20260613T183521Z`
+- Generated: `2026-06-13T18:35:47Z`
 - Activity window: `60d`
 - Contributors: `105`
 
@@ -25,8 +25,8 @@
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 3038d | `2023-09-19T06:45:24Z` | 15 | 0 | mixed | moderate | low | targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3976d | `2025-01-20T00:59:08Z` | 14 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | CONTRIBUTOR | 20d | `2026-05-12T02:45:59Z` | 10 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
+| `HaozheZhang6` | [profile](https://github.com/HaozheZhang6) | no | CONTRIBUTOR | 2679d | `2026-06-09T08:45:25Z` | 7 | 0 | mixed | moderate | low | — |
 | `zhtmike` | [profile](https://github.com/zhtmike) | no | CONTRIBUTOR | 4316d | `2026-03-17T08:08:13Z` | 6 | 3 | mixed | moderate | low | high recent PR volume |
-| `HaozheZhang6` | [profile](https://github.com/HaozheZhang6) | no | CONTRIBUTOR | 2679d | `2026-06-09T08:45:25Z` | 6 | 0 | mixed | moderate | low | — |
 | `RuixiangMa` | [profile](https://github.com/RuixiangMa) | no | CONTRIBUTOR | 3328d | `2026-04-02T17:19:18Z` | 6 | 0 | mixed | low | low | high recent PR volume |
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-27T11:59:04Z` | 5 | 0 | n/a | n/a | n/a | summary unavailable |
 | `rtrompier` | [profile](https://github.com/rtrompier) | no | MEMBER | 4981d | `2023-10-19T12:21:52Z` | 4 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
@@ -85,7 +85,7 @@
 | `botbikamordehai2-sketch` | [profile](https://github.com/botbikamordehai2-sketch) | no | FIRST_TIME_CONTRIBUTOR | 34d | `2026-05-28T18:12:27Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share |
 | `Carlofkl` | [profile](https://github.com/Carlofkl) | no | CONTRIBUTOR | 2302d | `2026-05-27T06:16:54Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ChinChyi` | [profile](https://github.com/ChinChyi) | no | FIRST_TIME_CONTRIBUTOR | 3098d | `2026-05-06T17:18:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `Chinmay1220` | [profile](https://github.com/Chinmay1220) | yes | FIRST_TIME_CONTRIBUTOR | 1001d | `2026-06-13T16:50:00Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
+| `Chinmay1220` | [profile](https://github.com/Chinmay1220) | no | FIRST_TIME_CONTRIBUTOR | 1001d | `2026-06-13T16:50:00Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `CoderSATTY` | [profile](https://github.com/CoderSATTY) | no | FIRST_TIME_CONTRIBUTOR | 650d | `2026-05-23T06:54:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `david-PHR` | [profile](https://github.com/david-PHR) | no | CONTRIBUTOR | 1515d | `2026-04-30T08:17:26Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Dev-next-gen` | [profile](https://github.com/Dev-next-gen) | no | FIRST_TIME_CONTRIBUTOR | 559d | `2026-04-19T00:36:23Z` | 1 | 0 | strong | high | low | broad repo spread |
@@ -97,7 +97,7 @@
 | `itzzdeep` | [profile](https://github.com/itzzdeep) | no | FIRST_TIME_CONTRIBUTOR | 2114d | `2026-05-11T21:21:31Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | FIRST_TIME_CONTRIBUTOR | 549d | `2026-05-24T23:05:02Z` | 1 | 0 | mixed | high | medium | broad repo spread; high open PR share |
 | `JinLiIdeogram` | [profile](https://github.com/JinLiIdeogram) | no | NONE | 979d | `2026-05-11T18:57:43Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `Liauuu` | [profile](https://github.com/Liauuu) | yes | FIRST_TIME_CONTRIBUTOR | 291d | `2026-06-13T16:59:29Z` | 1 | 0 | mixed | low | low | young account; high open PR share; targets high-star repos |
+| `Liauuu` | [profile](https://github.com/Liauuu) | no | FIRST_TIME_CONTRIBUTOR | 291d | `2026-06-13T16:59:29Z` | 1 | 0 | mixed | low | low | young account; high open PR share; targets high-star repos |
 | `liwd190019` | [profile](https://github.com/liwd190019) | no | FIRST_TIME_CONTRIBUTOR | 1606d | `2025-02-04T05:11:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `MaciejBalaNV` | [profile](https://github.com/MaciejBalaNV) | no | CONTRIBUTOR | 737d | `2026-06-10T13:21:27Z` | 1 | 0 | mixed | moderate | low | — |
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | FIRST_TIME_CONTRIBUTOR | 1569d | `2026-04-25T18:34:23Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
@@ -227,12 +227,12 @@ 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: `2026-06-12T10:57:44Z`
+- repo last seen: `2026-06-13T17:59:20Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **234**
 - snapshot authored PRs/issues: **150 PRs / 84 issues**
-- snapshot discussion activity: **555 comments / 418 reviews / 421 review comments**
+- snapshot discussion activity: **556 comments / 418 reviews / 421 review comments**
 - account age: **1455 days**
 - recent public PR activity: **25 PRs** (19 merged / 0 closed-unmerged / 6 open; merged rate **76%**, closed-unmerged rate **0%**, open rate **24%**)
 - public orgs: none visible
@@ -514,6 +514,29 @@ Example artifacts:
 - [PR #13797: [DreamBooth SDXL LoRA] Apply SNR min-weighting to prior preservation loss when snr_gamma is set](https://github.com/huggingface/diffusers/pull/13797) — open
 - [PR #13796: [SDXL] Fix clip_skip not applied to negative prompt embeddings in encode_prompt](https://github.com/huggingface/diffusers/pull/13796) — open
 
+### `HaozheZhang6`
+
+- profile: [github.com/HaozheZhang6](https://github.com/HaozheZhang6)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AHaozheZhang6)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AHaozheZhang6)
+- repo first seen: `2026-06-09T08:45:25Z`
+- repo last seen: `2026-06-13T18:24:51Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **7 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
+- account age: **2679 days**
+- recent public PR activity: **16 PRs** (11 merged / 2 closed-unmerged / 3 open; merged rate **69%**, closed-unmerged rate **12%**, open rate **19%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #13941: Add AttentionMixin to OvisImageTransformer2DModel](https://github.com/huggingface/diffusers/pull/13941) — open
+- [PR #13940: Fix ZImageControlNetModel.from_transformer sharing weights with the base transformer](https://github.com/huggingface/diffusers/pull/13940) — closed
+- [PR #13933: Add `from_single_file` support for `Ideogram4Transformer2DModel`](https://github.com/huggingface/diffusers/pull/13933) — open
+
 ### `zhtmike`
 
 - profile: [github.com/zhtmike](https://github.com/zhtmike)
@@ -540,29 +563,6 @@ 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
 
-### `HaozheZhang6`
-
-- profile: [github.com/HaozheZhang6](https://github.com/HaozheZhang6)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AHaozheZhang6)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AHaozheZhang6)
-- repo first seen: `2026-06-09T08:45:25Z`
-- repo last seen: `2026-06-13T17:21:44Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
-- account age: **2679 days**
-- recent public PR activity: **16 PRs** (11 merged / 2 closed-unmerged / 3 open; merged rate **69%**, closed-unmerged rate **12%**, open rate **19%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **—**
-
-Example artifacts:
-- [PR #13940: Fix ZImageControlNetModel.from_transformer sharing weights with the base transformer](https://github.com/huggingface/diffusers/pull/13940) — open
-- [PR #13933: Add `from_single_file` support for `Ideogram4Transformer2DModel`](https://github.com/huggingface/diffusers/pull/13933) — open
-- [PR #13923: Fix incorrect batch temporal IDs for `cond_model_input` in Flux2 Klein img2img training](https://github.com/huggingface/diffusers/pull/13923) — closed, merged
-
 ### `RuixiangMa`
 
 - profile: [github.com/RuixiangMa](https://github.com/RuixiangMa)
@@ -1891,7 +1891,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AChinmay1220)
 - repo first seen: `2026-06-13T16:50:00Z`
 - repo last seen: `2026-06-13T16:50:00Z`
-- 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**
@@ -2144,7 +2144,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ALiauuu)
 - repo first seen: `2026-06-13T16:59:29Z`
 - repo last seen: `2026-06-13T16:59:29Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**

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