Refresh diffusers dataset snapshot 20260718T033526Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260718T023525Z`
+- latest snapshot: `20260718T033526Z`
 - 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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+    "pull_requests": 7722,
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-  "extracted_at": "2026-07-18T02:35:25Z",
+  "extracted_at": "2026-07-18T03:35:26Z",
   "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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@@ -31,14 +31,14 @@
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@@ -69,6 +69,16 @@
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@@ -88,16 +98,6 @@
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@@ -566,14 +566,14 @@
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       "new_to_repo": false,
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@@ -2349,6 +2349,83 @@
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+      "name": "Checo",
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+            "url": "https://github.com/huggingface/diffusers/pull/14221",
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+          },
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+            "title": "fix(aura_flow): cast latents to VAE dtype on every decode",
+            "url": "https://github.com/huggingface/diffusers/pull/14219",
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+          },
+          {
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+            "number": 14211,
+            "title": "fix: preserve 16-bit depth in LDM3D rgblike_to_depthmap",
+            "url": "https://github.com/huggingface/diffusers/pull/14211",
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new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260718T023525Z`
-- Generated: `2026-07-18T02:35:56Z`
+- Snapshot: `20260718T033526Z`
+- Generated: `2026-07-18T03:36:14Z`
 - Activity window: `60d`
 - Contributors: `133`
 
@@ -9,7 +9,7 @@
 
 | 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 | 3507d | `2023-01-13T14:42:20Z` | 1078 | 134 | strong | moderate | low | extremely high recent PR volume |
+| `sayakpaul` | [profile](https://github.com/sayakpaul) | no | MEMBER | 3507d | `2023-01-13T14:42:20Z` | 1079 | 134 | strong | moderate | low | extremely high recent PR volume |
 | `DN6` | [profile](https://github.com/DN6) | no | MEMBER | 4403d | `2023-02-22T04:27:25Z` | 384 | 14 | strong | low | low | targets high-star repos |
 | `yiyixuxu` | [profile](https://github.com/yiyixuxu) | no | MEMBER | 4019d | `2022-12-14T16:37:57Z` | 318 | 39 | strong | low | low | targets high-star repos |
 | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2338d | `2023-02-22T18:18:22Z` | 217 | 6 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
@@ -35,12 +35,12 @@
 | `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 |
 | `gagandhakrey` | [profile](https://github.com/gagandhakrey) | no | CONTRIBUTOR | 2330d | `2026-06-01T10:21:42Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `Jefsky` | [profile](https://github.com/Jefsky) | no | FIRST_TIME_CONTRIBUTOR | 4418d | `2026-05-28T08:16:01Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `sergioperezcheco` | [profile](https://github.com/sergioperezcheco) | no | FIRST_TIME_CONTRIBUTOR | 1541d | `2026-07-17T08:50:42Z` | 3 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | FIRST_TIME_CONTRIBUTOR | 2845d | `2026-06-22T14:21:21Z` | 3 | 0 | weak | moderate | medium | high recent PR volume; high open PR share; targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3976d | `2025-01-20T00:59:08Z` | 15 | 1 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `zhtmike` | [profile](https://github.com/zhtmike) | no | CONTRIBUTOR | 4316d | `2026-03-17T08:08:13Z` | 7 | 4 | mixed | moderate | low | high recent PR volume |
@@ -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: `2026-07-17T13:29:30Z`
+- repo last seen: `2026-07-18T03:33:48Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **1212**
-- snapshot authored PRs/issues: **1078 PRs / 134 issues**
-- snapshot discussion activity: **8330 comments / 7198 reviews / 7518 review comments**
+- repo primary artifacts: **1213**
+- snapshot authored PRs/issues: **1079 PRs / 134 issues**
+- snapshot discussion activity: **8330 comments / 7201 reviews / 7522 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`
@@ -164,9 +164,9 @@
 - heuristic read: **extremely high recent PR volume**
 
 Example artifacts:
+- [PR #14222: [tests] migrate `test_pipelines.py` to use pytest.](https://github.com/huggingface/diffusers/pull/14222) — open
 - [PR #14205: [core] deprecate `torch_dtype` and prefer `dtype` following transformers.](https://github.com/huggingface/diffusers/pull/14205) — open
 - [PR #14191: [skills] add notes about model implementation in our skills.](https://github.com/huggingface/diffusers/pull/14191) — closed, merged
-- [PR #14190: [tests] fix autoencoderkl dtype tests](https://github.com/huggingface/diffusers/pull/14190) — open
 - [Issue #13869: fix underlying issue with `test_from_save_pretrained_dtype_inference` is that the `model.to(dtype)` cast at](https://github.com/huggingface/diffusers/issues/13869) — open
 - [Issue #13713: Incorporate safetensors support to TorchAO](https://github.com/huggingface/diffusers/issues/13713) — closed
 - [Issue #13475: QwenImage `has_neg_prompt` derivation](https://github.com/huggingface/diffusers/issues/13475) — closed
@@ -280,12 +280,12 @@ 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: `2026-07-18T00:29:28Z`
+- repo last seen: `2026-07-18T03:05:21Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **81**
 - snapshot authored PRs/issues: **71 PRs / 10 issues**
-- snapshot discussion activity: **402 comments / 1055 reviews / 932 review comments**
+- snapshot discussion activity: **402 comments / 1056 reviews / 933 review comments**
 - account age: **2368 days**
 - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
@@ -774,6 +774,29 @@ 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)
@@ -889,29 +912,6 @@ Example artifacts:
 - [PR #13846: Fix incorrect batch temporal IDs for cond_model_input in dreambooth flux2 img2img](https://github.com/huggingface/diffusers/pull/13846) — open
 - [PR #13821: fix(dreambooth): correct batch handling in _prepare_image_ids for flux2 img2img](https://github.com/huggingface/diffusers/pull/13821) — open
 
-### `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: `2026-07-18T02:19:23Z`
-- 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: **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 #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
-- [PR #14210: fix: correct VaeImageProcessor.blur() docstring](https://github.com/huggingface/diffusers/pull/14210) — open
-
 ### `Sunt-ing`
 
 - profile: [github.com/Sunt-ing](https://github.com/Sunt-ing)

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