Refresh diffusers dataset snapshot 20260526T063520Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260526T053520Z`
+- latest snapshot: `20260526T063520Z`
 - 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

comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f4e9afa4ae3625fc36ae4dc284dcea33cbce9a190cb7997239462a2eb4227ad9
-size 15078825
+oid sha256:ea82e97916bb257b7289310ca94faf580c19366f64f3e8797fa26ec0f9ab70f5
+size 15078913

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c7f45acfa803184a3d6fc5f75937da2f0f2045daf6ab3de22d760eddccc026cd
-size 2932154
+oid sha256:59ea4bfd0b34248b3f02d6f84543dfad27ae2821463ed085737d3e6499df8f9b
+size 2931860

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5aacbb4a1257481c26bd16deff67e1cf18fe0d86e8899cdcb3b9812b2fdceda1
-size 87634
+oid sha256:b4911ffaa0284a1a0e6c8f78bc7973798e1eded8c1369ea7f88082cf2e46eb9d
+size 87672

manifest.json

@@ -5,35 +5,35 @@
     "new_contributors_parquet": "new_contributors.parquet"
   },
   "counts": {
-    "comments": 59518,
+    "comments": 59519,
     "issues": 5391,
-    "links": 6451,
+    "links": 6452,
     "new_contributors": 95,
-    "pr_diffs": 7389,
-    "pr_files": 51887,
-    "pull_requests": 7389,
-    "review_comments": 31719,
-    "reviews": 29517,
-    "timeline_events": 205424
+    "pr_diffs": 7391,
+    "pr_files": 51891,
+    "pull_requests": 7391,
+    "review_comments": 31720,
+    "reviews": 29518,
+    "timeline_events": 205440
   },
-  "crawl_started_at": "2026-05-26T05:35:20Z",
+  "crawl_started_at": "2026-05-26T06:35:20Z",
   "delta_counts": {
-    "comments": 0,
-    "issue_stubs": 1,
+    "comments": 1,
+    "issue_stubs": 2,
     "issues": 0,
-    "links": 2192,
-    "pr_diffs": 1,
-    "pr_files": 1,
-    "pull_requests": 1,
-    "review_comments": 2,
-    "reviews": 3,
-    "timeline_events": 10
+    "links": 1,
+    "pr_diffs": 2,
+    "pr_files": 4,
+    "pull_requests": 2,
+    "review_comments": 1,
+    "reviews": 1,
+    "timeline_events": 16
   },
-  "extracted_at": "2026-05-26T05:35:20Z",
+  "extracted_at": "2026-05-26T06:35:20Z",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260526T053520Z",
+  "snapshot_id": "20260526T063520Z",
   "watermark": {
-    "effective_since": "2026-05-26T04:35:20Z",
-    "next_since": "2026-05-26T05:35:20Z"
+    "effective_since": "2026-05-26T05:35:20Z",
+    "next_since": "2026-05-26T06:35:20Z"
   }
 }

new-contributors-report.json

@@ -1,8 +1,8 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260526T053520Z",
-  "generated_at": "2026-05-26T05:35:54Z",
+  "snapshot_id": "20260526T063520Z",
+  "generated_at": "2026-05-26T06:35:51Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
@@ -19,7 +19,7 @@
     "live_fetches": 2,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 0.262,
+    "enrichment_elapsed_seconds": 0.33,
     "enrichment_avg_seconds_per_author": 0.003,
     "enrichment_failures": 2
   },
@@ -31,14 +31,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Asayakpaul",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Asayakpaul",
       "repo_first_seen_at": "2023-01-13T14:42:20Z",
-      "repo_last_seen_at": "2026-05-26T05:05:44Z",
+      "repo_last_seen_at": "2026-05-26T06:08:08Z",
       "repo_primary_artifact_count": 1173,
-      "repo_artifact_count": 23597,
+      "repo_artifact_count": 23599,
       "snapshot_issue_count": 133,
       "snapshot_pr_count": 1040,
       "snapshot_comment_count": 8193,
-      "snapshot_review_count": 6986,
-      "snapshot_review_comment_count": 7245,
+      "snapshot_review_count": 6987,
+      "snapshot_review_comment_count": 7246,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -250,11 +250,11 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ayiyixuxu",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ayiyixuxu",
       "repo_first_seen_at": "2022-12-14T16:37:57Z",
-      "repo_last_seen_at": "2026-05-26T05:06:44Z",
-      "repo_primary_artifact_count": 340,
-      "repo_artifact_count": 9456,
+      "repo_last_seen_at": "2026-05-26T05:57:17Z",
+      "repo_primary_artifact_count": 341,
+      "repo_artifact_count": 9457,
       "snapshot_issue_count": 38,
-      "snapshot_pr_count": 302,
+      "snapshot_pr_count": 303,
       "snapshot_comment_count": 2588,
       "snapshot_review_count": 2935,
       "snapshot_review_comment_count": 3593,
@@ -285,6 +285,16 @@
       },
       "examples": {
         "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 13808,
+            "title": "[docs] update philosophy.md (finally)",
+            "url": "https://github.com/huggingface/diffusers/pull/13808",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-26T05:57:17Z"
+          },
           {
             "kind": "pull_request",
             "number": 13775,
@@ -304,16 +314,6 @@
             "merged": true,
             "draft": false,
             "created_at": "2026-05-20T22:23:05Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 13665,
-            "title": "[agents docs] update models.md with class attributes and attention mask",
-            "url": "https://github.com/huggingface/diffusers/pull/13665",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-05-01T02:31:49Z"
           }
         ],
         "issues": [
@@ -1237,6 +1237,114 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "zhtmike",
+      "name": "Cheung Ka Wai",
+      "profile_url": "https://github.com/zhtmike",
+      "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Azhtmike",
+      "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Azhtmike",
+      "repo_first_seen_at": "2026-03-17T08:08:13Z",
+      "repo_last_seen_at": "2026-05-26T06:18:49Z",
+      "repo_primary_artifact_count": 9,
+      "repo_artifact_count": 95,
+      "snapshot_issue_count": 3,
+      "snapshot_pr_count": 6,
+      "snapshot_comment_count": 14,
+      "snapshot_review_count": 36,
+      "snapshot_review_comment_count": 36,
+      "repo_association": "CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": true,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 4275,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high recent PR volume",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 31,
+        "merged_pr_count": 19,
+        "closed_unmerged_pr_count": 8,
+        "open_pr_count": 4,
+        "merged_pr_rate": 0.6129,
+        "closed_unmerged_pr_rate": 0.2581,
+        "still_open_pr_rate": 0.129,
+        "distinct_repos_with_authored_prs": 5,
+        "distinct_repos_with_open_prs": 3
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 13809,
+            "title": "add SP support for `_flash_3_varlen_hub` backend",
+            "url": "https://github.com/huggingface/diffusers/pull/13809",
+            "state": "open",
+            "merged": false,
+            "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": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-15T04:36:25Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 13479,
+            "title": "add SP support for `flash_varlen_hub` backend",
+            "url": "https://github.com/huggingface/diffusers/pull/13479",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-04-15T09:51:35Z"
+          }
+        ],
+        "issues": [
+          {
+            "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": "open",
+            "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",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-03-24T07:46:36Z"
+          },
+          {
+            "kind": "issue",
+            "number": 13277,
+            "title": "QwenImagePipeline failed with Ulysses SP and batch inputs",
+            "url": "https://github.com/huggingface/diffusers/issues/13277",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-03-17T08:08:13Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "azolotenkov",
       "name": "Alexey Zolotenkov",
@@ -2709,114 +2817,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "zhtmike",
-      "name": "Cheung Ka Wai",
-      "profile_url": "https://github.com/zhtmike",
-      "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Azhtmike",
-      "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Azhtmike",
-      "repo_first_seen_at": "2026-03-17T08:08:13Z",
-      "repo_last_seen_at": "2026-05-20T04:22:09Z",
-      "repo_primary_artifact_count": 8,
-      "repo_artifact_count": 94,
-      "snapshot_issue_count": 3,
-      "snapshot_pr_count": 5,
-      "snapshot_comment_count": 14,
-      "snapshot_review_count": 36,
-      "snapshot_review_comment_count": 36,
-      "repo_association": "CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": true,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 4275,
-      "young_account": false,
-      "follow_through_score": "mixed",
-      "breadth_score": "moderate",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high recent PR volume",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 31,
-        "merged_pr_count": 19,
-        "closed_unmerged_pr_count": 8,
-        "open_pr_count": 4,
-        "merged_pr_rate": 0.6129,
-        "closed_unmerged_pr_rate": 0.2581,
-        "still_open_pr_rate": 0.129,
-        "distinct_repos_with_authored_prs": 5,
-        "distinct_repos_with_open_prs": 3
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 13756,
-            "title": "Fix the QwenImage Attention mask under Ulysses SP",
-            "url": "https://github.com/huggingface/diffusers/pull/13756",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-05-15T04:36:25Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 13479,
-            "title": "add SP support for `flash_varlen_hub` backend",
-            "url": "https://github.com/huggingface/diffusers/pull/13479",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-04-15T09:51:35Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 13328,
-            "title": "Fix Ulysses SP backward with SDPA",
-            "url": "https://github.com/huggingface/diffusers/pull/13328",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-03-25T03:35:26Z"
-          }
-        ],
-        "issues": [
-          {
-            "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": "open",
-            "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",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-03-24T07:46:36Z"
-          },
-          {
-            "kind": "issue",
-            "number": 13277,
-            "title": "QwenImagePipeline failed with Ulysses SP and batch inputs",
-            "url": "https://github.com/huggingface/diffusers/issues/13277",
-            "state": "closed",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-03-17T08:08:13Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "JingyaHuang",
       "name": "Jingya HUANG",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260526T053520Z`
-- Generated: `2026-05-26T05:35:54Z`
+- Snapshot: `20260526T063520Z`
+- Generated: `2026-05-26T06:35:51Z`
 - Activity window: `60d`
 - Contributors: `95`
 
@@ -11,7 +11,7 @@
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
 | `sayakpaul` | [profile](https://github.com/sayakpaul) | no | MEMBER | 3466d | `2023-01-13T14:42:20Z` | 1040 | 133 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
 | `DN6` | [profile](https://github.com/DN6) | no | MEMBER | 4361d | `2023-02-22T04:27:25Z` | 381 | 14 | mixed | low | low | high recent PR volume; targets high-star repos |
-| `yiyixuxu` | [profile](https://github.com/yiyixuxu) | no | MEMBER | 3978d | `2022-12-14T16:37:57Z` | 302 | 38 | strong | low | low | targets high-star repos |
+| `yiyixuxu` | [profile](https://github.com/yiyixuxu) | no | MEMBER | 3978d | `2022-12-14T16:37:57Z` | 303 | 38 | strong | low | low | targets high-star repos |
 | `hlky` | [profile](https://github.com/hlky) | no | CONTRIBUTOR | 1414d | `2022-08-22T10:44:45Z` | 149 | 84 | strong | low | low | no visible non-self stars |
 | `asomoza` | [profile](https://github.com/asomoza) | no | MEMBER | 4600d | `2023-11-10T05:32:15Z` | 51 | 11 | weak | low | low | high open PR share; targets high-star repos |
 | `Ricardo-M-L` | [profile](https://github.com/Ricardo-M-L) | no | CONTRIBUTOR | 2082d | `2026-04-02T16:08:54Z` | 45 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
@@ -22,6 +22,7 @@
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2023-09-19T06:45:24Z` | 11 | 0 | strong | moderate | low | targets high-star repos |
 | `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | CONTRIBUTOR | 3d | `2026-05-12T02:45:59Z` | 10 | 0 | weak | moderate | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2024-12-12T10:28:15Z` | 8 | 0 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
+| `zhtmike` | [profile](https://github.com/zhtmike) | no | CONTRIBUTOR | 4275d | `2026-03-17T08:08:13Z` | 6 | 3 | mixed | moderate | low | high recent PR volume |
 | `azolotenkov` | [profile](https://github.com/azolotenkov) | no | CONTRIBUTOR | 1019d | `2025-03-04T13:58:31Z` | 6 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `RuixiangMa` | [profile](https://github.com/RuixiangMa) | no | CONTRIBUTOR | 3287d | `2026-04-02T17:19:18Z` | 5 | 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` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
@@ -39,7 +40,6 @@
 | `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6570d | `2022-06-15T15:01:24Z` | 65 | 0 | mixed | high | low | high recent PR volume; broad repo spread; targets high-star repos |
 | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2023-12-20T21:14:21Z` | 20 | 0 | n/a | n/a | n/a | summary unavailable |
 | `christopher5106` | [profile](https://github.com/christopher5106) | no | CONTRIBUTOR | 4425d | `2024-03-30T15:52:41Z` | 8 | 25 | mixed | low | low | targets high-star repos |
-| `zhtmike` | [profile](https://github.com/zhtmike) | no | CONTRIBUTOR | 4275d | `2026-03-17T08:08:13Z` | 5 | 3 | mixed | moderate | low | high recent PR volume |
 | `JingyaHuang` | [profile](https://github.com/JingyaHuang) | no | MEMBER | 2742d | `2022-11-03T10:27:59Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `chenyangzhu1` | [profile](https://github.com/chenyangzhu1) | no | CONTRIBUTOR | 1477d | `2026-04-02T15:30:04Z` | 2 | 1 | strong | low | low | targets high-star repos |
 | `Ace3Z` | [profile](https://github.com/Ace3Z) | no | FIRST_TIME_CONTRIBUTOR | 2598d | `2026-05-24T21:27:06Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -113,12 +113,12 @@
 - 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: `2026-05-26T05:05:44Z`
+- repo last seen: `2026-05-26T06:08:08Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **1173**
 - snapshot authored PRs/issues: **1040 PRs / 133 issues**
-- snapshot discussion activity: **8193 comments / 6986 reviews / 7245 review comments**
+- snapshot discussion activity: **8193 comments / 6987 reviews / 7246 review comments**
 - account age: **3466 days**
 - recent public PR activity: **109 PRs** (86 merged / 5 closed-unmerged / 18 open; merged rate **79%**, closed-unmerged rate **5%**, open rate **17%**)
 - public orgs: `huggingface`, `all-things-vits`
@@ -165,11 +165,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ayiyixuxu)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ayiyixuxu)
 - repo first seen: `2022-12-14T16:37:57Z`
-- repo last seen: `2026-05-26T05:06:44Z`
+- repo last seen: `2026-05-26T05:57:17Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **340**
-- snapshot authored PRs/issues: **302 PRs / 38 issues**
+- repo primary artifacts: **341**
+- snapshot authored PRs/issues: **303 PRs / 38 issues**
 - snapshot discussion activity: **2588 comments / 2935 reviews / 3593 review comments**
 - account age: **3978 days**
 - recent public PR activity: **11 PRs** (10 merged / 0 closed-unmerged / 1 open; merged rate **91%**, closed-unmerged rate **0%**, open rate **9%**)
@@ -178,9 +178,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #13808: [docs] update philosophy.md (finally)](https://github.com/huggingface/diffusers/pull/13808) — open
 - [PR #13775: [agents docs] review-rules: add Tripwires section](https://github.com/huggingface/diffusers/pull/13775) — open
 - [PR #13774: [CI] claude_review: target source PR's branch for follow-up PRs](https://github.com/huggingface/diffusers/pull/13774) — closed, merged
-- [PR #13665: [agents docs] update models.md with class attributes and attention mask](https://github.com/huggingface/diffusers/pull/13665) — closed, merged
 - [Issue #12564: [Proposals Welcome] Fal Flashpack integration for faster model loading](https://github.com/huggingface/diffusers/issues/12564) — open
 - [Issue #12257: [Looking for community contribution] support Wan 2.2 S2V: an audio-driven cinematic video generation model](https://github.com/huggingface/diffusers/issues/12257) — open
 - [Issue #12222: [Contribution welcome] adding a fast test for Qwen-Image Controlnet Pipeline](https://github.com/huggingface/diffusers/issues/12222) — closed
@@ -426,6 +426,32 @@ Example artifacts:
 - [PR #13438: add PR fork workable](https://github.com/huggingface/diffusers/pull/13438) — closed, merged
 - [PR #13385: 🔒 Pin GitHub Actions to commit SHAs](https://github.com/huggingface/diffusers/pull/13385) — closed, merged
 
+### `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: `2026-05-26T06:18:49Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **9**
+- snapshot authored PRs/issues: **6 PRs / 3 issues**
+- snapshot discussion activity: **14 comments / 36 reviews / 36 review comments**
+- account age: **4275 days**
+- recent public PR activity: **31 PRs** (19 merged / 8 closed-unmerged / 4 open; merged rate **61%**, closed-unmerged rate **26%**, open rate **13%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #13809: add SP support for `_flash_3_varlen_hub` backend](https://github.com/huggingface/diffusers/pull/13809) — open
+- [PR #13756: Fix the QwenImage Attention mask under Ulysses SP](https://github.com/huggingface/diffusers/pull/13756) — open
+- [PR #13479: add SP support for `flash_varlen_hub` backend](https://github.com/huggingface/diffusers/pull/13479) — closed, merged
+- [Issue #13696: [bug] The mask is not correctly sharded for QwenImageTransformer + Ulysses SP](https://github.com/huggingface/diffusers/issues/13696) — open
+- [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
+
 ### `azolotenkov`
 
 - profile: [github.com/azolotenkov](https://github.com/azolotenkov)
@@ -834,32 +860,6 @@ Example artifacts:
 - [Issue #13487: Loading loras on "text_pipe" of a modular pipeline fails](https://github.com/huggingface/diffusers/issues/13487) — open
 - [Issue #13484: Lora loading fail on Flux 2 dev for FAL loras](https://github.com/huggingface/diffusers/issues/13484) — 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: `2026-05-20T04:22:09Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **5 PRs / 3 issues**
-- snapshot discussion activity: **14 comments / 36 reviews / 36 review comments**
-- account age: **4275 days**
-- recent public PR activity: **31 PRs** (19 merged / 8 closed-unmerged / 4 open; merged rate **61%**, closed-unmerged rate **26%**, open rate **13%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
-
-Example artifacts:
-- [PR #13756: Fix the QwenImage Attention mask under Ulysses SP](https://github.com/huggingface/diffusers/pull/13756) — open
-- [PR #13479: add SP support for `flash_varlen_hub` backend](https://github.com/huggingface/diffusers/pull/13479) — closed, merged
-- [PR #13328: Fix Ulysses SP backward with SDPA](https://github.com/huggingface/diffusers/pull/13328) — closed, merged
-- [Issue #13696: [bug] The mask is not correctly sharded for QwenImageTransformer + Ulysses SP](https://github.com/huggingface/diffusers/issues/13696) — open
-- [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
-
 ### `JingyaHuang`
 
 - profile: [github.com/JingyaHuang](https://github.com/JingyaHuang)

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:64ae5751434ec9de4fa4949d3ca7b4f546285c135ea6d0bd4922175268f39f79
-size 29040
+oid sha256:c8400fdeb3ae66ca7596e7011bf0b8ee5a71b4d6468e8bf56b7b420ee1355a1f
+size 29042

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:336304b61e81ad596d41b9d7f07d891f9c4154b1547562a904bfa370e2cf841f
-size 6936838
+oid sha256:05709de321e096fc5b4075c0a790ce87cbacffc5ff7e93e580814991d64c28ef
+size 6936963

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fd58a08c06e5a8169a3585767673450a13cb29b51038a6faa157755c8ff99a35
-size 111639166
+oid sha256:5df6d6cb180e2e495f557e2f95a1f1792e5d0cb74e10fbc1957e7a46a3924f54
+size 111650250

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8ecc4e10699c06c1e5cce452767aa5df58644c593dff22db8c31ee6719d78e8a
-size 67522450
+oid sha256:4d2876134f6485d9182d31ecd20b91d296e6ac0fb7dd686878d7195d4e6080aa
+size 67533708

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7841166a238f69ba9c80356a241499de3705c44cfbc76084016eeabd5953e905
-size 4937833
+oid sha256:647c0b0b2d0b7b89b6f504e56c3964107dc71f367fe0383c27418689eb9d7bcd
+size 4938726

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:aceba1333b5950783b96f8f24aaa85d92e56eed80a693bcb44990dbaaece3b09
-size 5573785
+oid sha256:27ff408a5b9290cf8575926f4fc6f9083251cc771466d624af0acf9b14543152
+size 5574288

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ab9776e5febbcb9a719720c0c5ba7fabe473ef6156c9dd5db4cd6b85d8d08b37
-size 2270029
+oid sha256:1851529d78fa264b0194aaa2c4d551a4dabb11f1c4d3a612f1cad3e254b3c982
+size 2270123

snapshots/20260526T063520Z/manifest.json

@@ -0,0 +1,39 @@
+{
+  "artifacts": {
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
+  },
+  "counts": {
+    "comments": 59519,
+    "issues": 5391,
+    "links": 6452,
+    "new_contributors": 95,
+    "pr_diffs": 7391,
+    "pr_files": 51891,
+    "pull_requests": 7391,
+    "review_comments": 31720,
+    "reviews": 29518,
+    "timeline_events": 205440
+  },
+  "crawl_started_at": "2026-05-26T06:35:20Z",
+  "delta_counts": {
+    "comments": 1,
+    "issue_stubs": 2,
+    "issues": 0,
+    "links": 1,
+    "pr_diffs": 2,
+    "pr_files": 4,
+    "pull_requests": 2,
+    "review_comments": 1,
+    "reviews": 1,
+    "timeline_events": 16
+  },
+  "extracted_at": "2026-05-26T06:35:20Z",
+  "repo": "huggingface/diffusers",
+  "snapshot_id": "20260526T063520Z",
+  "watermark": {
+    "effective_since": "2026-05-26T05:35:20Z",
+    "next_since": "2026-05-26T06:35:20Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260526T053520Z/manifest.json",
-  "latest_snapshot_id": "20260526T053520Z",
+  "archived_manifest_path": "snapshots/20260526T063520Z/manifest.json",
+  "latest_snapshot_id": "20260526T063520Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-05-26T05:35:20Z",
+  "next_since": "2026-05-26T06:35:20Z",
   "repo": "huggingface/diffusers",
-  "snapshot_dir": "snapshots/20260526T053520Z"
+  "snapshot_dir": "snapshots/20260526T063520Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-05-26T04:35:20Z",
-  "last_successful_snapshot_id": "20260526T053520Z",
-  "next_since": "2026-05-26T05:35:20Z",
+  "effective_since": "2026-05-26T05:35:20Z",
+  "last_successful_snapshot_id": "20260526T063520Z",
+  "next_since": "2026-05-26T06:35:20Z",
   "repo": "huggingface/diffusers",
-  "updated_at": "2026-05-26T05:35:20Z"
+  "updated_at": "2026-05-26T06:35:20Z"
 }