Refresh diffusers dataset snapshot 20260718T063533Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260718T053526Z`
+- latest snapshot: `20260718T063533Z`
 - 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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@@ -1,3 +1,3 @@
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manifest.json

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-  "extracted_at": "2026-07-18T05:35:26Z",
+  "extracted_at": "2026-07-18T06:35:33Z",
   "repo": "huggingface/diffusers",
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 }

new-contributors-report.json

@@ -1,8 +1,8 @@
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@@ -19,8 +19,8 @@
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@@ -31,13 +31,13 @@
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@@ -839,11 +839,11 @@
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       "snapshot_review_comment_count": 35,
@@ -874,6 +874,16 @@
       },
       "examples": {
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+            "title": "refactor wan pipeline tests to the new mixin structure",
+            "url": "https://github.com/huggingface/diffusers/pull/14224",
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@@ -893,16 +903,6 @@
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-            "created_at": "2026-07-09T08:22:32Z"
           }
         ],
         "issues": [
@@ -2026,6 +2026,83 @@
       },
       "fetch_error": null
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+    {
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+      "name": "Checo",
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+      "breadth_score": "high",
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+      "heuristic_note": "high recent PR volume; broad repo spread; high open PR share; targets high-star repos",
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+            "title": "fix(image_processor): return uint16 from LDM3D rgblike_to_depthmap",
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+            "title": "fix(schedulers): prevent NaN in ancestral schedulers with squaredcos_cap_v2",
+            "url": "https://github.com/huggingface/diffusers/pull/14221",
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+            "title": "fix(aura_flow): cast latents to VAE dtype on every decode",
+            "url": "https://github.com/huggingface/diffusers/pull/14219",
+            "state": "open",
+            "merged": false,
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+          }
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       "author_login": "tarekziade",
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@@ -2349,83 +2426,6 @@
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new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260718T053526Z`
-- Generated: `2026-07-18T05:35:58Z`
+- Snapshot: `20260718T063533Z`
+- Generated: `2026-07-18T06:36:13Z`
 - Activity window: `60d`
 - Contributors: `133`
 
@@ -17,7 +17,7 @@
 | `dg845` | [profile](https://github.com/dg845) | no | MEMBER | 2368d | `2023-03-22T05:10:45Z` | 71 | 10 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6611d | `2022-06-15T15:01:24Z` | 69 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `delmalih` | [profile](https://github.com/delmalih) | no | CONTRIBUTOR | 3392d | `2025-11-10T14:05:47Z` | 41 | 1 | mixed | moderate | low | high open PR share |
-| `akshan-main` | [profile](https://github.com/akshan-main) | no | CONTRIBUTOR | 1603d | `2025-11-21T08:13:14Z` | 37 | 2 | mixed | low | low | high open PR share; targets high-star repos |
+| `akshan-main` | [profile](https://github.com/akshan-main) | no | CONTRIBUTOR | 1603d | `2025-11-21T08:13:14Z` | 38 | 2 | mixed | low | low | high open PR share; targets high-star repos |
 | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2023-12-20T21:14:21Z` | 37 | 0 | n/a | n/a | n/a | summary unavailable |
 | `apolinario` | [profile](https://github.com/apolinario) | no | MEMBER | 5498d | `2022-07-20T09:48:08Z` | 33 | 31 | weak | low | low | high open PR share; targets high-star repos |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1437d | `2022-11-29T08:44:19Z` | 28 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -31,11 +31,11 @@
 | `JingyaHuang` | [profile](https://github.com/JingyaHuang) | no | MEMBER | 2783d | `2022-11-03T10:27:59Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `yzhautouskay` | [profile](https://github.com/yzhautouskay) | no | CONTRIBUTOR | 588d | `2026-05-28T11:20:40Z` | 7 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Liauuu` | [profile](https://github.com/Liauuu) | no | NONE | 291d | `2026-06-13T16:59:29Z` | 6 | 0 | mixed | low | low | young account; high open PR share; targets high-star repos |
+| `sergioperezcheco` | [profile](https://github.com/sergioperezcheco) | no | FIRST_TIME_CONTRIBUTOR | 1541d | `2026-07-17T08:50:42Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5880d | `2026-05-13T07:23:25Z` | 5 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `wunianze666-netizen` | [profile](https://github.com/wunianze666-netizen) | no | FIRST_TIME_CONTRIBUTOR | 295d | `2026-06-08T14:18:35Z` | 5 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | no | CONTRIBUTOR | 3244d | `2026-05-27T21:18:03Z` | 4 | 1 | strong | low | low | targets high-star repos |
 | `pzarzycki` | [profile](https://github.com/pzarzycki) | no | CONTRIBUTOR | 4891d | `2026-07-07T20:03:10Z` | 4 | 0 | weak | low | low | high open PR share |
-| `sergioperezcheco` | [profile](https://github.com/sergioperezcheco) | no | FIRST_TIME_CONTRIBUTOR | 1541d | `2026-07-17T08:50:42Z` | 4 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `TheChyeahhh` | [profile](https://github.com/TheChyeahhh) | no | FIRST_TIME_CONTRIBUTOR | 82d | `2026-05-29T21:09:17Z` | 4 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `buffett0323` | [profile](https://github.com/buffett0323) | no | CONTRIBUTOR | 2030d | `2026-05-22T21:59:05Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Functionhx` | [profile](https://github.com/Functionhx) | no | FIRST_TIME_CONTRIBUTOR | 753d | `2026-07-09T19:22:34Z` | 3 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
@@ -151,12 +151,12 @@
 - 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: `2026-07-18T05:11:30Z`
+- repo last seen: `2026-07-18T06:29:21Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **1214**
 - snapshot authored PRs/issues: **1080 PRs / 134 issues**
-- snapshot discussion activity: **8330 comments / 7204 reviews / 7524 review comments**
+- snapshot discussion activity: **8330 comments / 7205 reviews / 7524 review comments**
 - account age: **3507 days**
 - recent public PR activity: **101 PRs** (86 merged / 7 closed-unmerged / 8 open; merged rate **85%**, closed-unmerged rate **7%**, open rate **8%**)
 - public orgs: `huggingface`, `all-things-vits`
@@ -353,11 +353,11 @@ 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: `2026-07-18T05:27:32Z`
+- repo last seen: `2026-07-18T05:43:37Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **39**
-- snapshot authored PRs/issues: **37 PRs / 2 issues**
+- repo primary artifacts: **40**
+- snapshot authored PRs/issues: **38 PRs / 2 issues**
 - snapshot discussion activity: **119 comments / 35 reviews / 35 review comments**
 - account age: **1603 days**
 - recent public PR activity: **17 PRs** (7 merged / 3 closed-unmerged / 7 open; merged rate **41%**, closed-unmerged rate **18%**, open rate **41%**)
@@ -366,9 +366,9 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
+- [PR #14224: refactor wan pipeline tests to the new mixin structure](https://github.com/huggingface/diffusers/pull/14224) — open
 - [PR #14220: refactor qwenimage pipeline tests to the new mixin structure](https://github.com/huggingface/diffusers/pull/14220) — open
 - [PR #14170: fix wan i2v num_videos batching, vace latent trim, config scale factors, processor config, modular dtype](https://github.com/huggingface/diffusers/pull/14170) — open
-- [PR #14147: fix qwenimage mask ordering, tensor images, layered output, vae clamp, and exports](https://github.com/huggingface/diffusers/pull/14147) — open
 - [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
 
@@ -681,6 +681,29 @@ Example artifacts:
 - [PR #13964: fix(pipeline): preserve original pipeline dtype in from_pipe() by default](https://github.com/huggingface/diffusers/pull/13964) — closed
 - [PR #13959: Fix silent feature mixing bug in IP-Adapter batch processing by removing redundant batch_size multiplication (#9813)](https://github.com/huggingface/diffusers/pull/13959) — closed
 
+### `sergioperezcheco`
+
+- profile: [github.com/sergioperezcheco](https://github.com/sergioperezcheco)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Asergioperezcheco)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Asergioperezcheco)
+- repo first seen: `2026-07-17T08:50:42Z`
+- repo last seen: `2026-07-18T05:46:00Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **1541 days**
+- recent public PR activity: **29 PRs** (3 merged / 7 closed-unmerged / 19 open; merged rate **10%**, closed-unmerged rate **24%**, open rate **66%**)
+- 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**
+
+Example artifacts:
+- [PR #14225: fix(image_processor): return uint16 from LDM3D rgblike_to_depthmap](https://github.com/huggingface/diffusers/pull/14225) — open
+- [PR #14221: fix(schedulers): prevent NaN in ancestral schedulers with squaredcos_cap_v2](https://github.com/huggingface/diffusers/pull/14221) — open
+- [PR #14219: fix(aura_flow): cast latents to VAE dtype on every decode](https://github.com/huggingface/diffusers/pull/14219) — open
+
 ### `tarekziade`
 
 - profile: [github.com/tarekziade](https://github.com/tarekziade)
@@ -774,29 +797,6 @@ Example artifacts:
 - [PR #14144: Add pipeline recipe profiling scripts for optimization benchmarking](https://github.com/huggingface/diffusers/pull/14144) — open
 - [PR #14140: Fix Helios auto offload decode](https://github.com/huggingface/diffusers/pull/14140) — closed, merged
 
-### `sergioperezcheco`
-
-- profile: [github.com/sergioperezcheco](https://github.com/sergioperezcheco)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Asergioperezcheco)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Asergioperezcheco)
-- repo first seen: `2026-07-17T08:50:42Z`
-- repo last seen: `2026-07-18T03:25:40Z`
-- 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: **1 comments / 0 reviews / 0 review comments**
-- account age: **1541 days**
-- recent public PR activity: **29 PRs** (3 merged / 7 closed-unmerged / 19 open; merged rate **10%**, closed-unmerged rate **24%**, open rate **66%**)
-- 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**
-
-Example artifacts:
-- [PR #14221: fix(schedulers): prevent NaN in ancestral schedulers with squaredcos_cap_v2](https://github.com/huggingface/diffusers/pull/14221) — open
-- [PR #14219: fix(aura_flow): cast latents to VAE dtype on every decode](https://github.com/huggingface/diffusers/pull/14219) — open
-- [PR #14211: fix: preserve 16-bit depth in LDM3D rgblike_to_depthmap](https://github.com/huggingface/diffusers/pull/14211) — closed
-
 ### `TheChyeahhh`
 
 - profile: [github.com/TheChyeahhh](https://github.com/TheChyeahhh)

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