Refresh diffusers dataset snapshot 20260501T113327Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260430T153512Z`
+- latest snapshot: `20260501T113327Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
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-            "title": "fix(akv_video): preserve encoder logvar in KVAE video VAE (#13652)",
-            "url": "https://github.com/huggingface/diffusers/pull/13657",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-30T07:22:56Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "s-zx",
       "name": "zxshen",
@@ -3413,7 +3413,7 @@
       "repo_association": "CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
+      "known_via_prior_merged_pr": true,
       "report_reason": null,
       "enrichment_source": "previous_report",
       "live_refetch_skipped": true,
@@ -3462,6 +3462,73 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "terarachang",
+      "name": "Ting-Yun Chang",
+      "profile_url": "https://github.com/terarachang",
+      "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aterarachang",
+      "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aterarachang",
+      "repo_first_seen_at": "2026-04-28T06:39:25Z",
+      "repo_last_seen_at": "2026-04-30T20:12:17Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 2,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 3903,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 2,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 2,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 13664,
+            "title": "Add LoRA support for Cosmos Predict 2.5 and fix pipeline to match official Cosmos repo",
+            "url": "https://github.com/huggingface/diffusers/pull/13664",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-30T20:12:17Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 13573,
+            "title": "Add LoRA support for Cosmos Predict 2.5 and fix pipeline to match official Cosmos repo",
+            "url": "https://github.com/huggingface/diffusers/pull/13573",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-28T06:39:25Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "hlky",
       "name": null,
@@ -3469,14 +3536,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ahlky",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ahlky",
       "repo_first_seen_at": "2022-08-22T10:44:45Z",
-      "repo_last_seen_at": "2026-04-30T08:57:54Z",
+      "repo_last_seen_at": "2026-04-30T18:56:53Z",
       "repo_primary_artifact_count": 226,
-      "repo_artifact_count": 1585,
+      "repo_artifact_count": 1588,
       "snapshot_issue_count": 84,
       "snapshot_pr_count": 142,
       "snapshot_comment_count": 546,
-      "snapshot_review_count": 411,
-      "snapshot_review_comment_count": 402,
+      "snapshot_review_count": 412,
+      "snapshot_review_comment_count": 404,
       "repo_association": "CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -4295,8 +4362,8 @@
             "number": 13299,
             "title": "Fix missing latents_bn_std dtype cast in VAE normalization",
             "url": "https://github.com/huggingface/diffusers/pull/13299",
-            "state": "open",
-            "merged": false,
+            "state": "closed",
+            "merged": true,
             "draft": false,
             "created_at": "2026-03-21T09:54:54Z"
           },
@@ -5110,12 +5177,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aplugyawn",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aplugyawn",
       "repo_first_seen_at": "2026-03-08T17:03:35Z",
-      "repo_last_seen_at": "2026-04-27T11:10:14Z",
+      "repo_last_seen_at": "2026-05-01T03:38:45Z",
       "repo_primary_artifact_count": 2,
-      "repo_artifact_count": 19,
+      "repo_artifact_count": 20,
       "snapshot_issue_count": 1,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 15,
+      "snapshot_comment_count": 16,
       "snapshot_review_count": 1,
       "snapshot_review_comment_count": 1,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
@@ -5965,12 +6032,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ADev-next-gen",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ADev-next-gen",
       "repo_first_seen_at": "2026-04-19T00:36:23Z",
-      "repo_last_seen_at": "2026-04-30T09:57:05Z",
+      "repo_last_seen_at": "2026-04-30T18:04:26Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 6,
+      "repo_artifact_count": 8,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 5,
+      "snapshot_comment_count": 7,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
@@ -6003,7 +6070,7 @@
           {
             "kind": "pull_request",
             "number": 13502,
-            "title": "fix(ROCm): sync default stream against transfer stream in group_offloading",
+            "title": "fix(group_offloading): synchronize default stream against transfer stream",
             "url": "https://github.com/huggingface/diffusers/pull/13502",
             "state": "open",
             "merged": false,
@@ -6079,12 +6146,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Agueraf",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Agueraf",
       "repo_first_seen_at": "2026-04-27T22:38:24Z",
-      "repo_last_seen_at": "2026-04-27T22:38:24Z",
+      "repo_last_seen_at": "2026-05-01T06:15:01Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 1,
+      "repo_artifact_count": 3,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 0,
+      "snapshot_comment_count": 2,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
@@ -6699,63 +6766,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "terarachang",
-      "name": "Ting-Yun Chang",
-      "profile_url": "https://github.com/terarachang",
-      "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aterarachang",
-      "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aterarachang",
-      "repo_first_seen_at": "2026-04-28T06:39:25Z",
-      "repo_last_seen_at": "2026-04-28T06:39:25Z",
-      "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 1,
-      "snapshot_issue_count": 0,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 0,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 3903,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 2,
-        "merged_pr_count": 0,
-        "closed_unmerged_pr_count": 0,
-        "open_pr_count": 2,
-        "merged_pr_rate": 0.0,
-        "closed_unmerged_pr_rate": 0.0,
-        "still_open_pr_rate": 1.0,
-        "distinct_repos_with_authored_prs": 2,
-        "distinct_repos_with_open_prs": 2
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 13573,
-            "title": "Add LoRA support for Cosmos Predict 2.5 and fix pipeline to match official Cosmos repo",
-            "url": "https://github.com/huggingface/diffusers/pull/13573",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-04-28T06:39:25Z"
-          }
-        ],
-        "issues": []
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "varaprasadtarunkumar",
       "name": "G Srinivasa Eswara Vara Prasad",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260430T153512Z`
-- Generated: `2026-04-30T15:35:46Z`
+- Snapshot: `20260501T113327Z`
+- Generated: `2026-05-01T11:34:57Z`
 - Activity window: `60d`
 - Contributors: `94`
 
@@ -9,18 +9,18 @@
 
 | 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 | 3466d | `2023-01-13T14:42:20Z` | 1011 | 132 | 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` | 376 | 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` | 299 | 38 | strong | low | low | targets high-star repos |
+| `sayakpaul` | [profile](https://github.com/sayakpaul) | no | MEMBER | 3466d | `2023-01-13T14:42:20Z` | 1012 | 132 | 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` | 378 | 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` | 300 | 38 | strong | low | low | targets high-star repos |
 | `dg845` | [profile](https://github.com/dg845) | no | MEMBER | 2327d | `2023-03-22T05:10:45Z` | 67 | 8 | mixed | low | low | no visible non-self stars; targets high-star repos |
 | `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` | 42 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2022-11-29T08:44:19Z` | 24 | 4 | strong | moderate | low | high recent PR volume |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-01-20T00:59:08Z` | 13 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
+| `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | FIRST_TIME_CONTRIBUTOR | 4d | `2026-04-13T06:56:28Z` | 12 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `akshan-main` | [profile](https://github.com/akshan-main) | no | CONTRIBUTOR | 1562d | `2025-11-21T08:13:14Z` | 10 | 2 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `SHYuanBest` | [profile](https://github.com/SHYuanBest) | no | CONTRIBUTOR | 995d | `2024-09-21T03:19:05Z` | 9 | 0 | strong | high | low | broad repo spread |
 | `christopher5106` | [profile](https://github.com/christopher5106) | no | CONTRIBUTOR | 4425d | `2024-03-30T15:52:41Z` | 8 | 25 | mixed | low | low | targets high-star repos |
-| `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | FIRST_TIME_CONTRIBUTOR | 4d | `2026-04-13T06:56:28Z` | 8 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `s-zx` | [profile](https://github.com/s-zx) | no | FIRST_TIME_CONTRIBUTOR | 2021d | `2026-03-10T22:11:42Z` | 6 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `azolotenkov` | [profile](https://github.com/azolotenkov) | no | CONTRIBUTOR | 1019d | `2025-03-04T13:58:31Z` | 5 | 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 |
@@ -50,6 +50,7 @@
 | `huemin-art` | [profile](https://github.com/huemin-art) | no | CONTRIBUTOR | 1508d | `2026-03-12T14:56:59Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `NIK-TIGER-BILL` | [profile](https://github.com/NIK-TIGER-BILL) | no | CONTRIBUTOR | 2289d | `2026-03-30T07:15:17Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `ParamChordiya` | [profile](https://github.com/ParamChordiya) | no | CONTRIBUTOR | 2149d | `2026-04-16T05:37:27Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
+| `terarachang` | [profile](https://github.com/terarachang) | no | FIRST_TIME_CONTRIBUTOR | 3903d | `2026-04-28T06:39:25Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `hlky` | [profile](https://github.com/hlky) | no | CONTRIBUTOR | 1414d | `2022-08-22T10:44:45Z` | 142 | 84 | strong | low | low | no visible non-self stars |
 | `linoytsaban` | [profile](https://github.com/linoytsaban) | no | MEMBER | 2349d | `2023-06-20T06:10:02Z` | 74 | 2 | weak | low | high | very high single-repo PR burst; many recent closed-unmerged PRs; targets high-star repos |
 | `lawrence-cj` | [profile](https://github.com/lawrence-cj) | no | CONTRIBUTOR | 2408d | `2023-11-08T08:40:50Z` | 32 | 2 | mixed | low | low | — |
@@ -96,7 +97,6 @@
 | `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 |
 | `teith` | [profile](https://github.com/teith) | no | CONTRIBUTOR | 1184d | `2026-03-03T01:07:16Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
-| `terarachang` | [profile](https://github.com/terarachang) | no | FIRST_TIME_CONTRIBUTOR | 3903d | `2026-04-28T06:39:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `varaprasadtarunkumar` | [profile](https://github.com/varaprasadtarunkumar) | no | NONE | 1436d | `2026-04-03T18:58:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `waitingcheung` | [profile](https://github.com/waitingcheung) | no | FIRST_TIME_CONTRIBUTOR | 4931d | `2026-04-23T05:54:56Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `xin3he` | [profile](https://github.com/xin3he) | no | FIRST_TIME_CONTRIBUTOR | 1822d | `2026-03-04T11:16:34Z` | 1 | 0 | strong | low | low | high recent PR volume |
@@ -112,12 +112,12 @@
 - 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: `2026-04-30T11:15:30Z`
+- repo last seen: `2026-05-01T06:46:44Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **1143**
-- snapshot authored PRs/issues: **1011 PRs / 132 issues**
-- snapshot discussion activity: **8124 comments / 6915 reviews / 7140 review comments**
+- repo primary artifacts: **1144**
+- snapshot authored PRs/issues: **1012 PRs / 132 issues**
+- snapshot discussion activity: **8127 comments / 6921 reviews / 7147 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`
@@ -125,9 +125,9 @@
 - heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos**
 
 Example artifacts:
+- [PR #13670: post release 0.38.0](https://github.com/huggingface/diffusers/pull/13670) — open
 - [PR #13661: NucleusMoE docs](https://github.com/huggingface/diffusers/pull/13661) — closed, merged
 - [PR #13562: [ci] use tokenizers stable installtion in CI.](https://github.com/huggingface/diffusers/pull/13562) — closed, merged
-- [PR #13548: [ci] feat: have pr labeler label for closing issues.](https://github.com/huggingface/diffusers/pull/13548) — closed, merged
 - [Issue #13475: QwenImage `has_neg_prompt` derivation](https://github.com/huggingface/diffusers/issues/13475) — closed
 - [Issue #13401: Help us profile important pipelines and improve if needed](https://github.com/huggingface/diffusers/issues/13401) — open
 - [Issue #13375: Investigate the current DtoH sync solution in pipelines](https://github.com/huggingface/diffusers/issues/13375) — open
@@ -138,12 +138,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ADN6)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ADN6)
 - repo first seen: `2023-02-22T04:27:25Z`
-- repo last seen: `2026-04-30T11:31:00Z`
+- repo last seen: `2026-05-01T11:04:04Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **390**
-- snapshot authored PRs/issues: **376 PRs / 14 issues**
-- snapshot discussion activity: **1071 comments / 1498 reviews / 1193 review comments**
+- repo primary artifacts: **392**
+- snapshot authored PRs/issues: **378 PRs / 14 issues**
+- snapshot discussion activity: **1073 comments / 1498 reviews / 1193 review comments**
 - account age: **4361 days**
 - recent public PR activity: **33 PRs** (22 merged / 1 closed-unmerged / 10 open; merged rate **67%**, closed-unmerged rate **3%**, open rate **30%**)
 - public orgs: none visible
@@ -151,9 +151,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
+- [PR #13672: [CI] Update all workflows with permissions](https://github.com/huggingface/diffusers/pull/13672) — open
+- [PR #13666: Fix group offloading for Flux2 VAE ](https://github.com/huggingface/diffusers/pull/13666) — closed
 - [PR #13662: [CI] Replace print_env step in CI with diffusers-cli env](https://github.com/huggingface/diffusers/pull/13662) — open
-- [PR #13554: [CI] QOL improvement for PR size labeler](https://github.com/huggingface/diffusers/pull/13554) — open
-- [PR #13481: [CI] Fix BnB tests](https://github.com/huggingface/diffusers/pull/13481) — closed, merged
 - [Issue #13151: GGUF + `torch.compile` is not compatible with Hub Kernels](https://github.com/huggingface/diffusers/issues/13151) — open
 - [Issue #12600: Add KV Cache for Autoregressive Inference](https://github.com/huggingface/diffusers/issues/12600) — open
 - [Issue #10152: Diffusers Roadmap](https://github.com/huggingface/diffusers/issues/10152) — open
@@ -164,12 +164,12 @@ 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: `2026-04-30T04:39:42Z`
+- repo last seen: `2026-05-01T04:50:58Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **337**
-- snapshot authored PRs/issues: **299 PRs / 38 issues**
-- snapshot discussion activity: **2556 comments / 2875 reviews / 3524 review comments**
+- repo primary artifacts: **338**
+- snapshot authored PRs/issues: **300 PRs / 38 issues**
+- snapshot discussion activity: **2556 comments / 2877 reviews / 3525 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%**)
 - public orgs: none visible
@@ -177,9 +177,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #13665: [agents docs] update models.md with class attributes and attention mask](https://github.com/huggingface/diffusers/pull/13665) — open
 - [PR #13570: [agents docs] update pipelines.md: ](https://github.com/huggingface/diffusers/pull/13570) — open
 - [PR #13568: [agents docs] update modular.md](https://github.com/huggingface/diffusers/pull/13568) — closed, merged
-- [PR #13567: [agents docs] add pipelines.md etc](https://github.com/huggingface/diffusers/pull/13567) — 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
@@ -190,12 +190,12 @@ 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: `2026-04-30T08:06:20Z`
+- repo last seen: `2026-05-01T05:58:15Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **75**
 - snapshot authored PRs/issues: **67 PRs / 8 issues**
-- snapshot discussion activity: **346 comments / 742 reviews / 650 review comments**
+- snapshot discussion activity: **351 comments / 743 reviews / 650 review comments**
 - account age: **2327 days**
 - recent public PR activity: **8 PRs** (6 merged / 1 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **12%**, open rate **12%**)
 - public orgs: none visible
@@ -216,12 +216,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aasomoza)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aasomoza)
 - repo first seen: `2023-11-10T05:32:15Z`
-- repo last seen: `2026-04-30T15:21:51Z`
+- repo last seen: `2026-05-01T04:31:04Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **62**
 - snapshot authored PRs/issues: **51 PRs / 11 issues**
-- snapshot discussion activity: **1310 comments / 259 reviews / 205 review comments**
+- snapshot discussion activity: **1311 comments / 259 reviews / 205 review comments**
 - account age: **4600 days**
 - recent public PR activity: **6 PRs** (2 merged / 1 closed-unmerged / 3 open; merged rate **33%**, closed-unmerged rate **17%**, open rate **50%**)
 - public orgs: `huggingface`
@@ -229,7 +229,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #13575: [Ernie-Image] Add lora support](https://github.com/huggingface/diffusers/pull/13575) — open
+- [PR #13575: [Ernie-Image] Add lora support](https://github.com/huggingface/diffusers/pull/13575) — closed, merged
 - [PR #13427: [torchao] Fix `record_stream` with torchao and group offloading](https://github.com/huggingface/diffusers/pull/13427) — closed, draft
 - [PR #13381: [Agents] Optimizations skill](https://github.com/huggingface/diffusers/pull/13381) — open
 - [Issue #12441: Support Wan2.2-Animate](https://github.com/huggingface/diffusers/issues/12441) — closed
@@ -308,18 +308,41 @@ Example artifacts:
 - [PR #13496: add _repeated_blocks for ErnieImageTransformer2DModel](https://github.com/huggingface/diffusers/pull/13496) — closed, merged
 - [PR #13336: avoid hardcode device in flux-control example](https://github.com/huggingface/diffusers/pull/13336) — closed, merged
 
+### `Anai-Guo`
+
+- profile: [github.com/Anai-Guo](https://github.com/Anai-Guo)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AAnai-Guo)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AAnai-Guo)
+- repo first seen: `2026-04-13T06:56:28Z`
+- repo last seen: `2026-05-01T10:18:07Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **12**
+- snapshot authored PRs/issues: **12 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- account age: **4 days**
+- recent public PR activity: **25 PRs** (3 merged / 3 closed-unmerged / 19 open; merged rate **12%**, closed-unmerged rate **12%**, open rate **76%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
+- heuristic read: **very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #13671: fix(ddpm): use _execution_device, validate inputs, free hooks (#13649)](https://github.com/huggingface/diffusers/pull/13671) — open
+- [PR #13669: fix(unets): preserve scalar float timestep dtype in UNet1D/2D + FlaxUNet2DCondition (#13654)](https://github.com/huggingface/diffusers/pull/13669) — open
+- [PR #13668: fix(free_noise): resolve None default, repeat_context/shuffle_context, list gen, mid-block disable (#13653)](https://github.com/huggingface/diffusers/pull/13668) — open
+
 ### `akshan-main`
 
 - profile: [github.com/akshan-main](https://github.com/akshan-main)
 - 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: `2026-04-30T14:12:40Z`
+- repo last seen: `2026-04-30T19:21:10Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **12**
 - snapshot authored PRs/issues: **10 PRs / 2 issues**
-- snapshot discussion activity: **83 comments / 19 reviews / 19 review comments**
+- snapshot discussion activity: **84 comments / 21 reviews / 21 review comments**
 - account age: **1562 days**
 - recent public PR activity: **26 PRs** (14 merged / 6 closed-unmerged / 6 open; merged rate **54%**, closed-unmerged rate **23%**, open rate **23%**)
 - public orgs: none visible
@@ -382,29 +405,6 @@ 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
 
-### `Anai-Guo`
-
-- profile: [github.com/Anai-Guo](https://github.com/Anai-Guo)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AAnai-Guo)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AAnai-Guo)
-- repo first seen: `2026-04-13T06:56:28Z`
-- repo last seen: `2026-04-30T07:26:54Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **8**
-- snapshot authored PRs/issues: **8 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **4 days**
-- recent public PR activity: **25 PRs** (3 merged / 3 closed-unmerged / 19 open; merged rate **12%**, closed-unmerged rate **12%**, open rate **76%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
-- heuristic read: **very new account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #13659: fix(stable_audio): align batched initial audio with prompts (#13629)](https://github.com/huggingface/diffusers/pull/13659) — open
-- [PR #13658: fix(controlnet_hunyuan): wire num_layers, pooled_projection_dim, use_style_cond into from_transformer (#13641)](https://github.com/huggingface/diffusers/pull/13658) — open
-- [PR #13657: fix(akv_video): preserve encoder logvar in KVAE video VAE (#13652)](https://github.com/huggingface/diffusers/pull/13657) — open
-
 ### `s-zx`
 
 - profile: [github.com/s-zx](https://github.com/s-zx)
@@ -1075,18 +1075,40 @@ Example artifacts:
 - [PR #13495: Fix load_lora_weights crash on modular sub-pipelines without transformer](https://github.com/huggingface/diffusers/pull/13495) — open
 - [PR #13489: Fix UniPC scheduler device mismatch when using offloading](https://github.com/huggingface/diffusers/pull/13489) — closed, merged
 
+### `terarachang`
+
+- profile: [github.com/terarachang](https://github.com/terarachang)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aterarachang)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aterarachang)
+- repo first seen: `2026-04-28T06:39:25Z`
+- repo last seen: `2026-04-30T20:12:17Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **3903 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 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 #13664: Add LoRA support for Cosmos Predict 2.5 and fix pipeline to match official Cosmos repo](https://github.com/huggingface/diffusers/pull/13664) — open
+- [PR #13573: Add LoRA support for Cosmos Predict 2.5 and fix pipeline to match official Cosmos repo](https://github.com/huggingface/diffusers/pull/13573) — closed
+
 ### `hlky`
 
 - profile: [github.com/hlky](https://github.com/hlky)
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ahlky)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ahlky)
 - repo first seen: `2022-08-22T10:44:45Z`
-- repo last seen: `2026-04-30T08:57:54Z`
+- repo last seen: `2026-04-30T18:56:53Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **226**
 - snapshot authored PRs/issues: **142 PRs / 84 issues**
-- snapshot discussion activity: **546 comments / 411 reviews / 402 review comments**
+- snapshot discussion activity: **546 comments / 412 reviews / 404 review comments**
 - account age: **1414 days**
 - recent public PR activity: **6 PRs** (5 merged / 0 closed-unmerged / 1 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
 - public orgs: none visible
@@ -1294,7 +1316,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #13299: Fix missing latents_bn_std dtype cast in VAE normalization](https://github.com/huggingface/diffusers/pull/13299) — open
+- [PR #13299: Fix missing latents_bn_std dtype cast in VAE normalization](https://github.com/huggingface/diffusers/pull/13299) — closed, merged
 - [PR #13050: Add FLUX.2 Klein Inpaint Pipeline](https://github.com/huggingface/diffusers/pull/13050) — closed, merged
 - [PR #13018: Fix: Cosmos2.5 Video2World frame extraction and add default negative prompt](https://github.com/huggingface/diffusers/pull/13018) — closed, merged
 
@@ -1534,12 +1556,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aplugyawn)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aplugyawn)
 - repo first seen: `2026-03-08T17:03:35Z`
-- repo last seen: `2026-04-27T11:10:14Z`
+- repo last seen: `2026-05-01T03:38:45Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **15 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **16 comments / 1 reviews / 1 review comments**
 - account age: **1941 days**
 - recent public PR activity: **5 PRs** (3 merged / 0 closed-unmerged / 2 open; merged rate **60%**, closed-unmerged rate **0%**, open rate **40%**)
 - public orgs: none visible
@@ -1833,12 +1855,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ADev-next-gen)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ADev-next-gen)
 - repo first seen: `2026-04-19T00:36:23Z`
-- repo last seen: `2026-04-30T09:57:05Z`
+- repo last seen: `2026-04-30T18:04:26Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
 - account age: **518 days**
 - recent public PR activity: **7 PRs** (5 merged / 0 closed-unmerged / 2 open; merged rate **71%**, closed-unmerged rate **0%**, open rate **29%**)
 - public orgs: none visible
@@ -1846,7 +1868,7 @@ Example artifacts:
 - heuristic read: **—**
 
 Example artifacts:
-- [PR #13502: fix(ROCm): sync default stream against transfer stream in group_offloading](https://github.com/huggingface/diffusers/pull/13502) — open
+- [PR #13502: fix(group_offloading): synchronize default stream against transfer stream](https://github.com/huggingface/diffusers/pull/13502) — open
 
 ### `GalacticAvenger`
 
@@ -1875,12 +1897,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Agueraf)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Agueraf)
 - repo first seen: `2026-04-27T22:38:24Z`
-- repo last seen: `2026-04-27T22:38:24Z`
+- repo last seen: `2026-05-01T06:15:01Z`
 - first seen in snapshot: **no**
 - 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**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
 - account age: **4071 days**
 - recent public PR activity: **8 PRs** (7 merged / 0 closed-unmerged / 1 open; merged rate **88%**, closed-unmerged rate **0%**, open rate **12%**)
 - public orgs: none visible
@@ -2100,27 +2122,6 @@ Example artifacts:
 Example artifacts:
 - [PR #13205: fix: correct invalid type annotation for `image` in `Flux2Pipeline.__call__`](https://github.com/huggingface/diffusers/pull/13205) — closed, merged
 
-### `terarachang`
-
-- profile: [github.com/terarachang](https://github.com/terarachang)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aterarachang)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aterarachang)
-- repo first seen: `2026-04-28T06:39:25Z`
-- repo last seen: `2026-04-28T06:39:25Z`
-- first seen in snapshot: **no**
-- 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: **3903 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 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 #13573: Add LoRA support for Cosmos Predict 2.5 and fix pipeline to match official Cosmos repo](https://github.com/huggingface/diffusers/pull/13573) — open
-
 ### `varaprasadtarunkumar`
 
 - profile: [github.com/varaprasadtarunkumar](https://github.com/varaprasadtarunkumar)

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