Refresh diffusers dataset snapshot 20260425T063511Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260425T053512Z`
+- latest snapshot: `20260425T063511Z`
 - 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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@@ -576,12 +576,12 @@
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@@ -616,7 +616,7 @@
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@@ -6283,6 +6283,63 @@
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+    {
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+      "name": "Nazar Kozak",
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+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; targets high-star repos",
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+            "title": "docs(flux2): clarify image= is reference conditioning, not img2img",
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new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260425T053512Z`
-- Generated: `2026-04-25T05:35:40Z`
+- Snapshot: `20260425T063511Z`
+- Generated: `2026-04-25T06:35:47Z`
 - Activity window: `60d`
-- Contributors: `90`
+- Contributors: `91`
 
 ## Summary
 
@@ -88,6 +88,7 @@
 | `HMAKT99` | [profile](https://github.com/HMAKT99) | no | FIRST_TIME_CONTRIBUTOR | 265d | `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 | 573d | `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 | 428d | `2026-03-25T03:29:24Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `NazarKozak` | [profile](https://github.com/NazarKozak) | yes | FIRST_TIME_CONTRIBUTOR | 4489d | `2026-04-25T06:35:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `r266-tech` | [profile](https://github.com/r266-tech) | no | FIRST_TIME_CONTRIBUTOR | 206d | `2026-03-22T18:03:37Z` | 1 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `racyjelly` | [profile](https://github.com/racyjelly) | no | FIRST_TIMER | 1619d | `2026-04-23T14:40:30Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `sippycoder` | [profile](https://github.com/sippycoder) | no | CONTRIBUTOR | 1055d | `2026-03-24T03:16:39Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -238,12 +239,12 @@ 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: `2026-04-24T09:16:11Z`
+- repo last seen: `2026-04-25T06:35:22Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **42**
 - snapshot authored PRs/issues: **42 PRs / 0 issues**
-- snapshot discussion activity: **10 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **12 comments / 1 reviews / 1 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
@@ -251,7 +252,7 @@ Example artifacts:
 - heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #13550: Replace bare except with except Exception](https://github.com/huggingface/diffusers/pull/13550) — open
+- [PR #13550: Replace bare except with except Exception](https://github.com/huggingface/diffusers/pull/13550) — closed
 - [PR #13549: Fix missing function call in is_torch_xla_version](https://github.com/huggingface/diffusers/pull/13549) — open
 - [PR #13544: Fix missing raise before NotImplementedError in Flux SPMD example](https://github.com/huggingface/diffusers/pull/13544) — open
 
@@ -1932,6 +1933,27 @@ Example artifacts:
 Example artifacts:
 - [PR #13327: feat(utils): optional aiter swizzle GEMM for ROCm MI + aiter](https://github.com/huggingface/diffusers/pull/13327) — open
 
+### `NazarKozak`
+
+- profile: [github.com/NazarKozak](https://github.com/NazarKozak)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ANazarKozak)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ANazarKozak)
+- repo first seen: `2026-04-25T06:35:12Z`
+- repo last seen: `2026-04-25T06:35:12Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **4489 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 #13557: docs(flux2): clarify image= is reference conditioning, not img2img](https://github.com/huggingface/diffusers/pull/13557) — open
+
 ### `r266-tech`
 
 - profile: [github.com/r266-tech](https://github.com/r266-tech)

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