Refresh diffusers dataset snapshot 20260714T053520Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260714T043520Z`
+- latest snapshot: `20260714T053520Z`
 - 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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   "repo": "huggingface/diffusers",
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new-contributors-report.json

@@ -1,8 +1,8 @@
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   "repo": "huggingface/diffusers",
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@@ -19,7 +19,7 @@
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@@ -31,13 +31,13 @@
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@@ -1795,114 +1795,6 @@
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-            "kind": "pull_request",
-            "number": 14115,
-            "title": "fix `_flash_3_varlen_hub` mask handling",
-            "url": "https://github.com/huggingface/diffusers/pull/14115",
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-            "created_at": "2026-07-03T07:53:10Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 13809,
-            "title": "add SP support for `_flash_3_varlen_hub` backend",
-            "url": "https://github.com/huggingface/diffusers/pull/13809",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-05-26T06:18:49Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 13756,
-            "title": "Fix the QwenImage Attention mask under Ulysses SP",
-            "url": "https://github.com/huggingface/diffusers/pull/13756",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-05-15T04:36:25Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 14114,
-            "title": "`_flash_3_varlen_hub` backend cannot handle non-contiguous mask",
-            "url": "https://github.com/huggingface/diffusers/issues/14114",
-            "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-07-03T07:42:46Z"
-          },
-          {
-            "kind": "issue",
-            "number": 13696,
-            "title": "[bug] The mask is not correctly sharded for QwenImageTransformer + Ulysses SP",
-            "url": "https://github.com/huggingface/diffusers/issues/13696",
-            "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-05-08T03:33:55Z"
-          },
-          {
-            "kind": "issue",
-            "number": 13319,
-            "title": "The backward pass of QwenImageTransformer failed with Ulysses SP.",
-            "url": "https://github.com/huggingface/diffusers/issues/13319",
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     {
       "author_login": "JingyaHuang",
       "name": "Jingya HUANG",
@@ -3007,6 +2899,114 @@
       },
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+      "name": "Cheung Ka Wai",
+      "profile_url": "https://github.com/zhtmike",
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+      "automation_risk_signal": "low",
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+          {
+            "kind": "pull_request",
+            "number": 14115,
+            "title": "fix `_flash_3_varlen_hub` mask handling",
+            "url": "https://github.com/huggingface/diffusers/pull/14115",
+            "state": "closed",
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+            "created_at": "2026-07-03T07:53:10Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 13809,
+            "title": "add SP support for `_flash_3_varlen_hub` backend",
+            "url": "https://github.com/huggingface/diffusers/pull/13809",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-05-26T06:18:49Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 13756,
+            "title": "Fix the QwenImage Attention mask under Ulysses SP",
+            "url": "https://github.com/huggingface/diffusers/pull/13756",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-05-15T04:36:25Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 14114,
+            "title": "`_flash_3_varlen_hub` backend cannot handle non-contiguous mask",
+            "url": "https://github.com/huggingface/diffusers/issues/14114",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-07-03T07:42:46Z"
+          },
+          {
+            "kind": "issue",
+            "number": 13696,
+            "title": "[bug] The mask is not correctly sharded for QwenImageTransformer + Ulysses SP",
+            "url": "https://github.com/huggingface/diffusers/issues/13696",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-05-08T03:33:55Z"
+          },
+          {
+            "kind": "issue",
+            "number": 13319,
+            "title": "The backward pass of QwenImageTransformer failed with Ulysses SP.",
+            "url": "https://github.com/huggingface/diffusers/issues/13319",
+            "state": "closed",
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+            "draft": null,
+            "created_at": "2026-03-24T07:46:36Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "SamuelTallet",
       "name": "Samuel Tallet",
@@ -4648,8 +4648,8 @@
             "number": 14100,
             "title": "Add Nunchaku Lite single-file quantization",
             "url": "https://github.com/huggingface/diffusers/pull/14100",
-            "state": "open",
-            "merged": false,
+            "state": "closed",
+            "merged": true,
             "draft": false,
             "created_at": "2026-07-01T17:08:21Z"
           },

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260714T043520Z`
-- Generated: `2026-07-14T04:35:54Z`
+- Snapshot: `20260714T053520Z`
+- Generated: `2026-07-14T05:35:56Z`
 - Activity window: `60d`
 - Contributors: `127`
 
@@ -28,7 +28,6 @@
 | `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | CONTRIBUTOR | 20d | `2026-05-12T02:45:59Z` | 11 | 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 |
 | `Whning0513` | [profile](https://github.com/Whning0513) | no | FIRST_TIME_CONTRIBUTOR | 1037d | `2026-06-19T06:35:46Z` | 10 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share |
 | `srlynch1` | [profile](https://github.com/srlynch1) | no | NONE | 2777d | `2026-06-21T11:26:07Z` | 8 | 0 | mixed | moderate | low | high recent PR volume |
-| `zhtmike` | [profile](https://github.com/zhtmike) | no | CONTRIBUTOR | 4316d | `2026-03-17T08:08:13Z` | 7 | 4 | mixed | moderate | low | high recent PR volume |
 | `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 |
 | `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 |
 | `yzhautouskay` | [profile](https://github.com/yzhautouskay) | no | CONTRIBUTOR | 588d | `2026-05-28T11:20:40Z` | 6 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -43,6 +42,7 @@
 | `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 |
 | `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 |
 | `SamuelTallet` | [profile](https://github.com/SamuelTallet) | no | CONTRIBUTOR | 3048d | `2026-04-18T22:26:11Z` | 2 | 5 | mixed | low | low | — |
 | `GiGiKoneti` | [profile](https://github.com/GiGiKoneti) | no | CONTRIBUTOR | 436d | `2026-06-26T09:09:23Z` | 2 | 2 | weak | moderate | low | high open PR share |
 | `TheLovesOfLadyPurple` | [profile](https://github.com/TheLovesOfLadyPurple) | no | CONTRIBUTOR | 289d | `2026-06-05T00:38:29Z` | 2 | 2 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -145,12 +145,12 @@
 - 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: `2026-07-14T04:24:35Z`
+- repo last seen: `2026-07-14T04:38:18Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **1209**
 - snapshot authored PRs/issues: **1075 PRs / 134 issues**
-- snapshot discussion activity: **8323 comments / 7177 reviews / 7500 review comments**
+- snapshot discussion activity: **8323 comments / 7178 reviews / 7500 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`
@@ -606,32 +606,6 @@ Example artifacts:
 - [PR #14023: Fix context parallel padding for indivisible sequence lengths (#12568)](https://github.com/huggingface/diffusers/pull/14023) — closed
 - [PR #14022: Support multiple ControlNet-XS adapters (#8434)](https://github.com/huggingface/diffusers/pull/14022) — closed
 
-### `zhtmike`
-
-- profile: [github.com/zhtmike](https://github.com/zhtmike)
-- 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: `2026-07-08T03:08:08Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **11**
-- snapshot authored PRs/issues: **7 PRs / 4 issues**
-- snapshot discussion activity: **36 comments / 54 reviews / 54 review comments**
-- account age: **4316 days**
-- recent public PR activity: **67 PRs** (42 merged / 20 closed-unmerged / 5 open; merged rate **63%**, closed-unmerged rate **30%**, open rate **7%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
-
-Example artifacts:
-- [PR #14115: fix `_flash_3_varlen_hub` mask handling](https://github.com/huggingface/diffusers/pull/14115) — closed, merged
-- [PR #13809: add SP support for `_flash_3_varlen_hub` backend](https://github.com/huggingface/diffusers/pull/13809) — closed, merged
-- [PR #13756: Fix the QwenImage Attention mask under Ulysses SP](https://github.com/huggingface/diffusers/pull/13756) — closed, merged
-- [Issue #14114: `_flash_3_varlen_hub` backend cannot handle non-contiguous mask](https://github.com/huggingface/diffusers/issues/14114) — closed
-- [Issue #13696: [bug] The mask is not correctly sharded for QwenImageTransformer + Ulysses SP](https://github.com/huggingface/diffusers/issues/13696) — closed
-- [Issue #13319: The backward pass of QwenImageTransformer failed with Ulysses SP.](https://github.com/huggingface/diffusers/issues/13319) — closed
-
 ### `JingyaHuang`
 
 - profile: [github.com/JingyaHuang](https://github.com/JingyaHuang)
@@ -956,6 +930,32 @@ Example artifacts:
 - [PR #13534: Fix non-deterministic T5 outputs in HiDream pipeline tests](https://github.com/huggingface/diffusers/pull/13534) — closed, merged
 - [Issue #14063: Kandinsky5 pipeline does not support device_map=balanced](https://github.com/huggingface/diffusers/issues/14063) — closed
 
+### `zhtmike`
+
+- profile: [github.com/zhtmike](https://github.com/zhtmike)
+- 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: `2026-07-08T03:08:08Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **11**
+- snapshot authored PRs/issues: **7 PRs / 4 issues**
+- snapshot discussion activity: **36 comments / 54 reviews / 54 review comments**
+- account age: **4316 days**
+- recent public PR activity: **67 PRs** (42 merged / 20 closed-unmerged / 5 open; merged rate **63%**, closed-unmerged rate **30%**, open rate **7%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #14115: fix `_flash_3_varlen_hub` mask handling](https://github.com/huggingface/diffusers/pull/14115) — closed, merged
+- [PR #13809: add SP support for `_flash_3_varlen_hub` backend](https://github.com/huggingface/diffusers/pull/13809) — closed, merged
+- [PR #13756: Fix the QwenImage Attention mask under Ulysses SP](https://github.com/huggingface/diffusers/pull/13756) — closed, merged
+- [Issue #14114: `_flash_3_varlen_hub` backend cannot handle non-contiguous mask](https://github.com/huggingface/diffusers/issues/14114) — closed
+- [Issue #13696: [bug] The mask is not correctly sharded for QwenImageTransformer + Ulysses SP](https://github.com/huggingface/diffusers/issues/13696) — closed
+- [Issue #13319: The backward pass of QwenImageTransformer failed with Ulysses SP.](https://github.com/huggingface/diffusers/issues/13319) — closed
+
 ### `SamuelTallet`
 
 - profile: [github.com/SamuelTallet](https://github.com/SamuelTallet)
@@ -1439,7 +1439,7 @@ Example artifacts:
 - heuristic read: **—**
 
 Example artifacts:
-- [PR #14100: Add Nunchaku Lite single-file quantization](https://github.com/huggingface/diffusers/pull/14100) — open
+- [PR #14100: Add Nunchaku Lite single-file quantization](https://github.com/huggingface/diffusers/pull/14100) — closed, merged
 - [PR #13730: Fix redundant Z-Image terminal timestep](https://github.com/huggingface/diffusers/pull/13730) — closed, merged
 - [PR #12934: LTX2 distilled checkpoint support](https://github.com/huggingface/diffusers/pull/12934) — closed, merged
 - [Issue #13232: LTX-2.3 Support](https://github.com/huggingface/diffusers/issues/13232) — closed

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