Deploy dashboard

data/clusters.json

@@ -5,7 +5,7 @@
     ],
     "canonical_issue_number": 13124,
     "canonical_pr_number": 6566,
-    "cluster_id": "cluster-1246-21",
+    "cluster_id": "cluster-1246-22",
     "confidence": 0.99,
     "evidence_types": [
       "closing_reference",
@@ -28,6 +28,7 @@
       7330,
       8871,
       9628,
+      9970,
       9973,
       10752,
       10910,
@@ -172,7 +173,7 @@
       13273
     ],
     "status": "open",
-    "summary": "Cluster of 17 issues and 4 PRs centered on issue #13124.",
+    "summary": "Cluster of 18 issues and 4 PRs centered on issue #13124.",
     "title": "train_dreambooth_lora.py -- ValueError: Attempting to unscale FP16 gradients caused by \"--validation_prompt\" param."
   }
 ]

data/contributors.json

@@ -1,6 +1,6 @@
 [
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+    "account_age_days": 3462,
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@@ -15,16 +15,16 @@
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     "public_repo_count_42d": 11,
     "quality_score": null,
-    "recent_pr_count": 52,
+    "recent_pr_count": 51,
     "repo_association": "MEMBER",
     "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Asayakpaul",
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     "report_reason": null,
     "snapshot_issue_count": 131,
-    "snapshot_pr_count": 1000
+    "snapshot_pr_count": 1002
   },
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+    "account_age_days": 4357,
     "author": "DN6",
     "automation_risk_signal": "low",
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@@ -36,10 +36,10 @@
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     "new_to_repo": false,
     "profile_url": "https://github.com/DN6",
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-    "recent_pr_count": 31,
+    "recent_pr_count": 30,
     "repo_association": "MEMBER",
     "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ADN6",
     "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ADN6",
@@ -48,7 +48,7 @@
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   },
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     "author": "yiyixuxu",
     "automation_risk_signal": "low",
     "breadth_score": "low",
@@ -60,10 +60,10 @@
     "name": "YiYi Xu",
     "new_to_repo": false,
     "profile_url": "https://github.com/yiyixuxu",
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@@ -72,22 +72,46 @@
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   },
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+    "account_age_days": 2078,
+    "author": "Ricardo-M-L",
+    "automation_risk_signal": "medium",
+    "breadth_score": "high",
+    "cluster_count": 0,
+    "first_seen_in_snapshot": false,
+    "follow_through_score": "weak",
+    "heuristic_note": "extremely high recent PR volume; broad repo spread; high open PR share; targets high-star repos",
+    "known_contributor": false,
+    "name": null,
+    "new_to_repo": false,
+    "profile_url": "https://github.com/Ricardo-M-L",
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+    "public_repo_count_42d": 24,
+    "quality_score": null,
+    "recent_pr_count": 11,
+    "repo_association": "FIRST_TIME_CONTRIBUTOR",
+    "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ARicardo-M-L",
+    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ARicardo-M-L",
+    "report_reason": null,
+    "snapshot_issue_count": 0,
+    "snapshot_pr_count": 11
+  },
+  {
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     "author": "dg845",
     "automation_risk_signal": "low",
     "breadth_score": "low",
     "cluster_count": 0,
     "first_seen_in_snapshot": false,
-    "follow_through_score": "strong",
+    "follow_through_score": "mixed",
     "heuristic_note": "no visible non-self stars; targets high-star repos",
     "known_contributor": true,
     "name": null,
     "new_to_repo": false,
     "profile_url": "https://github.com/dg845",
-    "public_pr_count_42d": 11,
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     "repo_association": "MEMBER",
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     "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Adg845",
@@ -96,44 +120,20 @@
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-    "profile_url": "https://github.com/Ricardo-M-L",
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-    "repo_association": "FIRST_TIME_CONTRIBUTOR",
-    "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ARicardo-M-L",
-    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ARicardo-M-L",
-    "report_reason": null,
-    "snapshot_issue_count": 0,
-    "snapshot_pr_count": 10
-  },
-  {
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     "author": "SHYuanBest",
     "automation_risk_signal": "low",
     "breadth_score": "high",
     "cluster_count": 0,
     "first_seen_in_snapshot": false,
     "follow_through_score": "strong",
-    "heuristic_note": "broad repo spread; targets high-star repos",
+    "heuristic_note": "broad repo spread",
     "known_contributor": false,
     "name": "Shenghai Yuan",
     "new_to_repo": false,
     "profile_url": "https://github.com/SHYuanBest",
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@@ -144,7 +144,7 @@
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@@ -156,7 +156,7 @@
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     "profile_url": "https://github.com/stevhliu",
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@@ -168,44 +168,20 @@
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-    "follow_through_score": "mixed",
-    "heuristic_note": "targets high-star repos",
-    "known_contributor": true,
-    "name": "\u00c1lvaro Somoza",
-    "new_to_repo": false,
-    "profile_url": "https://github.com/asomoza",
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-    "repo_association": "MEMBER",
-    "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aasomoza",
-    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aasomoza",
-    "report_reason": null,
-    "snapshot_issue_count": 11,
-    "snapshot_pr_count": 50
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-  {
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     "author": "akshan-main",
     "automation_risk_signal": "low",
-    "breadth_score": "high",
+    "breadth_score": "moderate",
     "cluster_count": 0,
     "first_seen_in_snapshot": false,
     "follow_through_score": "mixed",
-    "heuristic_note": "high recent PR volume; broad repo spread; targets high-star repos",
+    "heuristic_note": "high recent PR volume; targets high-star repos",
     "known_contributor": false,
     "name": "Akshan Krithick",
     "new_to_repo": false,
     "profile_url": "https://github.com/akshan-main",
-    "public_pr_count_42d": 34,
-    "public_repo_count_42d": 14,
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     "repo_association": "CONTRIBUTOR",
@@ -216,7 +192,7 @@
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@@ -240,55 +216,31 @@
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-    "known_contributor": false,
-    "name": "David El Malih",
-    "new_to_repo": false,
-    "profile_url": "https://github.com/delmalih",
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-    "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Adelmalih",
-    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Adelmalih",
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-    "snapshot_pr_count": 33
-  },
-  {
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-    "author": "christopher5106",
+    "account_age_days": 4596,
+    "author": "asomoza",
     "automation_risk_signal": "low",
     "breadth_score": "low",
     "cluster_count": 0,
     "first_seen_in_snapshot": false,
     "follow_through_score": "mixed",
-    "heuristic_note": "targets high-star repos",
-    "known_contributor": false,
-    "name": "Christopher",
+    "heuristic_note": "high open PR share; targets high-star repos",
+    "known_contributor": true,
+    "name": "\u00c1lvaro Somoza",
     "new_to_repo": false,
-    "profile_url": "https://github.com/christopher5106",
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-    "public_repo_count_42d": 2,
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-    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Achristopher5106",
+    "repo_association": "MEMBER",
+    "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aasomoza",
+    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aasomoza",
     "report_reason": null,
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@@ -300,7 +252,7 @@
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@@ -312,7 +264,31 @@
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+    "author": "christopher5106",
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+    "breadth_score": "low",
+    "cluster_count": 0,
+    "first_seen_in_snapshot": false,
+    "follow_through_score": "mixed",
+    "heuristic_note": "high open PR share; targets high-star repos",
+    "known_contributor": false,
+    "name": "Christopher",
+    "new_to_repo": false,
+    "profile_url": "https://github.com/christopher5106",
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+    "public_repo_count_42d": 2,
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+    "recent_pr_count": 4,
+    "repo_association": "CONTRIBUTOR",
+    "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Achristopher5106",
+    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Achristopher5106",
+    "report_reason": null,
+    "snapshot_issue_count": 22,
+    "snapshot_pr_count": 7
+  },
+  {
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     "author": "azolotenkov",
     "automation_risk_signal": "low",
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@@ -336,7 +312,31 @@
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+    "account_age_days": 3308,
+    "author": "delmalih",
+    "automation_risk_signal": "low",
+    "breadth_score": "low",
+    "cluster_count": 0,
+    "first_seen_in_snapshot": false,
+    "follow_through_score": "strong",
+    "heuristic_note": "targets high-star repos",
+    "known_contributor": false,
+    "name": "David El Malih",
+    "new_to_repo": false,
+    "profile_url": "https://github.com/delmalih",
+    "public_pr_count_42d": 2,
+    "public_repo_count_42d": 1,
+    "quality_score": null,
+    "recent_pr_count": 3,
+    "repo_association": "CONTRIBUTOR",
+    "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Adelmalih",
+    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Adelmalih",
+    "report_reason": null,
+    "snapshot_issue_count": 1,
+    "snapshot_pr_count": 33
+  },
+  {
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     "author": "howardzhang-cv",
     "automation_risk_signal": "low",
     "breadth_score": "low",
@@ -348,7 +348,7 @@
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     "new_to_repo": false,
     "profile_url": "https://github.com/howardzhang-cv",
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@@ -360,20 +360,20 @@
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+    "account_age_days": 1863,
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-    "automation_risk_signal": "low",
-    "breadth_score": "moderate",
+    "automation_risk_signal": "medium",
+    "breadth_score": "low",
     "cluster_count": 0,
     "first_seen_in_snapshot": false,
     "follow_through_score": "weak",
-    "heuristic_note": "high open PR share; targets high-star repos",
+    "heuristic_note": "many recent closed-unmerged PRs; high open PR share; targets high-star repos",
     "known_contributor": false,
     "name": "Chase Xu",
     "new_to_repo": false,
     "profile_url": "https://github.com/Chase-Xuu",
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     "repo_association": "FIRST_TIME_CONTRIBUTOR",
@@ -384,7 +384,7 @@
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@@ -396,8 +396,8 @@
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     "profile_url": "https://github.com/YangKai0616",
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@@ -408,19 +408,19 @@
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     "first_seen_in_snapshot": false,
-    "follow_through_score": "strong",
+    "follow_through_score": "mixed",
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     "profile_url": "https://github.com/zhtmike",
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@@ -432,19 +432,19 @@
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     "first_seen_in_snapshot": false,
     "follow_through_score": "mixed",
-    "heuristic_note": "high recent PR volume; broad repo spread; high open PR share; targets high-star repos",
+    "heuristic_note": "high recent PR volume; broad repo spread; high open PR share",
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@@ -456,7 +456,7 @@
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@@ -469,7 +469,7 @@
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@@ -480,31 +480,7 @@
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@@ -1296,31 +1392,31 @@
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-    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AHsiaWinter",
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+    "repo_association": "FIRST_TIME_CONTRIBUTOR",
+    "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AHMAKT99",
+    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AHMAKT99",
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     "snapshot_pr_count": 1
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   {
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+    "account_age_days": 424,
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@@ -1344,7 +1440,7 @@
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@@ -1368,7 +1464,7 @@
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@@ -1392,7 +1488,7 @@
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@@ -1416,7 +1512,7 @@
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   {
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@@ -1440,7 +1536,7 @@
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@@ -1452,7 +1548,7 @@
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@@ -1464,7 +1560,7 @@
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@@ -1488,7 +1584,7 @@
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@@ -1512,7 +1608,7 @@
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@@ -1536,7 +1632,7 @@
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@@ -1560,20 +1656,20 @@
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     "first_seen_in_snapshot": false,
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@@ -1584,7 +1680,7 @@
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@@ -1608,7 +1704,7 @@
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@@ -1620,7 +1716,7 @@
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@@ -1632,55 +1728,79 @@
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-    "heuristic_note": "high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos",
+    "heuristic_note": "high open PR share; no visible non-self stars; targets high-star repos",
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-    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Adhruvildarji",
-    "report_reason": null,
+    "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Achang-zhijie",
+    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Achang-zhijie",
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     "snapshot_pr_count": 1
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+    "account_age_days": 377,
+    "author": "conanna",
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-    "follow_through_score": "strong",
-    "heuristic_note": "very new account; high recent PR volume",
+    "first_seen_in_snapshot": true,
+    "follow_through_score": "weak",
+    "heuristic_note": "high open PR share; no visible non-self stars; targets high-star repos",
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+    "new_to_repo": true,
+    "profile_url": "https://github.com/conanna",
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+    "recent_pr_count": 1,
+    "repo_association": "FIRST_TIMER",
+    "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aconanna",
+    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aconanna",
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+    "snapshot_pr_count": 1
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+    "first_seen_in_snapshot": false,
+    "follow_through_score": "weak",
+    "heuristic_note": "high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos",
+    "known_contributor": false,
+    "name": "Dhruvil Darji",
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-    "public_repo_count_42d": 7,
+    "profile_url": "https://github.com/dhruvildarji",
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-    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Akitsune-hash",
+    "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Adhruvildarji",
+    "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Adhruvildarji",
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     "snapshot_pr_count": 1
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+    "account_age_days": 569,
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     "breadth_score": "high",
@@ -1704,7 +1824,7 @@
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@@ -1728,7 +1848,7 @@
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@@ -1752,7 +1872,7 @@
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     "automation_risk_signal": "medium",
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@@ -1764,7 +1884,7 @@
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@@ -1776,7 +1896,7 @@
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@@ -1800,7 +1920,7 @@
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@@ -1824,7 +1944,7 @@
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@@ -1848,7 +1968,7 @@
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@@ -1872,7 +1992,7 @@
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data/pr_scope_clusters.json

@@ -3,7 +3,7 @@
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       "DN6"
     ],
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+    "average_similarity": 0.358,
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     "kind": "pr_scope",
     "last_activity_at": "2026-03-30T09:49:38Z",
@@ -12,7 +12,7 @@
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+        "content_similarity": 0.165,
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         "right_pr_number": 13346,
         "shared_directories": [
@@ -21,13 +21,13 @@
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@@ -36,13 +36,13 @@
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         "right_pr_number": 13345,
         "shared_directories": [
@@ -51,13 +51,13 @@
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@@ -66,13 +66,13 @@
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         "shared_directories": [
@@ -81,13 +81,13 @@
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         "concentration_similarity": 1.0,
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         "shared_directories": [
@@ -96,13 +96,13 @@
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         "concentration_similarity": 1.0,
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         "shared_directories": [
@@ -111,13 +111,13 @@
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       },
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         "concentration_similarity": 1.0,
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         "shared_directories": [
@@ -126,13 +126,13 @@
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@@ -141,13 +141,13 @@
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         "shared_directories": [
@@ -156,13 +156,13 @@
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@@ -171,13 +171,13 @@
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@@ -186,13 +186,13 @@
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@@ -201,13 +201,13 @@
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@@ -216,13 +216,13 @@
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@@ -231,13 +231,13 @@
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-    "summary": "6 open PRs share weighted file overlap around `src/diffusers/models/attention_dispatch.py`; representative PR #12851.",
+    "summary": "5 open PRs share weighted file overlap around `src/diffusers/models/attention_dispatch.py`; representative PR #12851.",
     "title": "Scope: refactor: replace fa3 wrapper with original fa3 in attention backends registry"
   },
   {
@@ -1157,7 +1070,7 @@
         "shared_filenames": [
           "src/diffusers/models/controlnets/controlnet_z_image.py"
         ],
-        "similarity": 0.397,
+        "similarity": 0.398,
         "size_similarity": 0.059
       }
     ],
@@ -1195,7 +1108,7 @@
     "average_similarity": 0.367,
     "cluster_id": "pr-scope-7404-3",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-10T06:27:38Z",
+    "last_activity_at": "2026-04-12T06:50:48Z",
     "outside_window_prs": [
       {
         "additions": 100,
@@ -1217,7 +1130,7 @@
       {
         "breadth_similarity": 1.0,
         "concentration_similarity": 1.0,
-        "content_similarity": 0.199,
+        "content_similarity": 0.2,
         "left_pr_number": 13329,
         "right_pr_number": 13438,
         "shared_directories": [
@@ -1225,7 +1138,7 @@
           ".github"
         ],
         "shared_filenames": [],
-        "similarity": 0.385,
+        "similarity": 0.386,
         "size_similarity": 0.639
       },
       {
@@ -1253,7 +1166,7 @@
           ".github"
         ],
         "shared_filenames": [],
-        "similarity": 0.354,
+        "similarity": 0.355,
         "size_similarity": 0.772
       }
     ],
@@ -1279,118 +1192,6 @@
     "summary": "3 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #13438.",
     "title": "Scope: add PR fork workable"
   },
-  {
-    "authors": [
-      "sayakpaul"
-    ],
-    "average_similarity": 0.525,
-    "cluster_id": "pr-scope-13116-2",
-    "kind": "pr_scope",
-    "last_activity_at": "2026-03-25T05:19:46Z",
-    "outside_window_prs": [],
-    "pairwise": [
-      {
-        "breadth_similarity": 1.0,
-        "concentration_similarity": 0.938,
-        "content_similarity": 0.519,
-        "left_pr_number": 13116,
-        "right_pr_number": 13330,
-        "shared_directories": [
-          "tests/models/testing_utils",
-          "tests/models",
-          "tests"
-        ],
-        "shared_filenames": [
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-        ],
-        "similarity": 0.525,
-        "size_similarity": 0.094
-      }
-    ],
-    "pr_count": 2,
-    "pr_numbers": [
-      13116,
-      13330
-    ],
-    "recent_pr_count": 2,
-    "recent_pr_numbers": [
-      13116,
-      13330
-    ],
-    "representative_pr_number": 13116,
-    "representative_title": "[tests] tests for `modules_to_not_convert`",
-    "representative_url": "https://github.com/huggingface/diffusers/pull/13116",
-    "shared_directories": [
-      "tests/models/testing_utils",
-      "tests/models",
-      "tests"
-    ],
-    "shared_filenames": [
-      "tests/models/testing_utils/quantization.py"
-    ],
-    "summary": "2 open PRs share weighted file overlap around `tests/models/testing_utils/quantization.py`; representative PR #13116.",
-    "title": "Scope: [tests] tests for `modules_to_not_convert`"
-  },
-  {
-    "authors": [
-      "akshan-main"
-    ],
-    "average_similarity": 0.341,
-    "cluster_id": "pr-scope-13378-2",
-    "kind": "pr_scope",
-    "last_activity_at": "2026-04-10T19:05:11Z",
-    "outside_window_prs": [],
-    "pairwise": [
-      {
-        "breadth_similarity": 0.862,
-        "concentration_similarity": 0.999,
-        "content_similarity": 0.099,
-        "left_pr_number": 13378,
-        "right_pr_number": 13389,
-        "shared_directories": [
-          "src/diffusers/modular_pipelines",
-          "src/diffusers",
-          "tests/modular_pipelines",
-          "src",
-          "tests"
-        ],
-        "shared_filenames": [
-          "src/diffusers/__init__.py",
-          "src/diffusers/modular_pipelines/__init__.py",
-          "src/diffusers/modular_pipelines/modular_pipeline.py"
-        ],
-        "similarity": 0.341,
-        "size_similarity": 0.908
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-    ],
-    "pr_count": 2,
-    "pr_numbers": [
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-      13389
-    ],
-    "recent_pr_count": 2,
-    "recent_pr_numbers": [
-      13378,
-      13389
-    ],
-    "representative_pr_number": 13378,
-    "representative_title": "[modular] Add LTX Video modular pipeline",
-    "representative_url": "https://github.com/huggingface/diffusers/pull/13378",
-    "shared_directories": [
-      "src/diffusers/modular_pipelines",
-      "tests/modular_pipelines",
-      "src/diffusers",
-      "tests",
-      "src"
-    ],
-    "shared_filenames": [
-      "src/diffusers/modular_pipelines/__init__.py",
-      "src/diffusers/modular_pipelines/modular_pipeline.py",
-      "src/diffusers/__init__.py"
-    ],
-    "summary": "2 open PRs share weighted file overlap around `src/diffusers/modular_pipelines/__init__.py`, `src/diffusers/modular_pipelines/modular_pipeline.py`, `src/diffusers/__init__.py`; representative PR #13378.",
-    "title": "Scope: [modular] Add LTX Video modular pipeline"
-  },
   {
     "authors": [
       "Ricardo-M-L"
@@ -1495,7 +1296,7 @@
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         "right_pr_number": 10362,
         "shared_directories": [
@@ -1506,7 +1307,7 @@
         "shared_filenames": [
           "src/diffusers/models/attention_processor.py"
         ],
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+        "similarity": 0.548,
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       {
@@ -1523,13 +1324,13 @@
         "shared_filenames": [
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         "shared_directories": [
@@ -1540,13 +1341,13 @@
         "shared_filenames": [
           "src/diffusers/models/attention_processor.py"
         ],
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+        "similarity": 0.52,
         "size_similarity": 1.0
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         "concentration_similarity": 1.0,
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         "right_pr_number": 10362,
         "shared_directories": [
@@ -1557,13 +1358,13 @@
         "shared_filenames": [
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         ],
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+        "similarity": 0.519,
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       },
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         "right_pr_number": 10362,
         "shared_directories": [
@@ -1574,13 +1375,13 @@
         "shared_filenames": [
           "src/diffusers/models/attention_processor.py"
         ],
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       {
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         "concentration_similarity": 1.0,
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         "shared_directories": [
@@ -1608,13 +1409,13 @@
         "shared_filenames": [
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         ],
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       {
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@@ -1625,7 +1426,7 @@
         "shared_filenames": [
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@@ -1642,7 +1443,7 @@
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@@ -1665,7 +1466,7 @@
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@@ -1676,13 +1477,13 @@
         "shared_filenames": [
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@@ -1693,13 +1494,13 @@
         "shared_filenames": [
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@@ -1716,7 +1517,7 @@
       {
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@@ -1733,7 +1534,7 @@
       {
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@@ -1744,13 +1545,13 @@
         "shared_filenames": [
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         "concentration_similarity": 0.818,
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         "right_pr_number": 10362,
         "shared_directories": [
@@ -1761,13 +1562,13 @@
         "shared_filenames": [
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         ],
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         "concentration_similarity": 0.75,
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         "shared_directories": [
@@ -1812,13 +1613,13 @@
         "shared_filenames": [
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         ],
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         "breadth_similarity": 0.5,
         "concentration_similarity": 0.818,
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         "right_pr_number": 10053,
         "shared_directories": [
@@ -1829,13 +1630,13 @@
         "shared_filenames": [
           "src/diffusers/models/attention_processor.py"
         ],
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       },
       {
         "breadth_similarity": 0.5,
         "concentration_similarity": 0.75,
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         "right_pr_number": 13398,
         "shared_directories": [
@@ -1882,7 +1683,7 @@
     "authors": [
       "jashshah999"
     ],
-    "average_similarity": 0.511,
+    "average_similarity": 0.513,
     "cluster_id": "pr-scope-11105-6",
     "kind": "pr_scope",
     "last_activity_at": "2026-03-12T15:16:37Z",
@@ -1985,7 +1786,7 @@
       {
         "breadth_similarity": 0.5,
         "concentration_similarity": 0.967,
-        "content_similarity": 0.864,
+        "content_similarity": 0.865,
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         "right_pr_number": 12342,
         "shared_directories": [
@@ -1997,7 +1798,7 @@
         "shared_filenames": [
           "src/diffusers/models/autoencoders/autoencoder_kl_wan.py"
         ],
-        "similarity": 0.81,
+        "similarity": 0.811,
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@@ -2021,7 +1822,7 @@
       {
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         "concentration_similarity": 0.76,
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@@ -2039,7 +1840,7 @@
       {
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+        "content_similarity": 0.423,
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         "right_pr_number": 12191,
         "shared_directories": [
@@ -2055,13 +1856,13 @@
           "src/diffusers/models/autoencoders/autoencoder_kl_wan.py",
           "tests/models/autoencoders/test_models_autoencoder_wan.py"
         ],
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@@ -2073,13 +1874,13 @@
         "shared_filenames": [
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         ],
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@@ -2091,13 +1892,13 @@
         "shared_filenames": [
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@@ -2109,13 +1910,13 @@
         "shared_filenames": [
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@@ -2127,13 +1928,13 @@
         "shared_filenames": [
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@@ -2145,13 +1946,13 @@
         "shared_filenames": [
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@@ -2163,13 +1964,13 @@
         "shared_filenames": [
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         "concentration_similarity": 0.714,
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@@ -2181,13 +1982,13 @@
         "shared_filenames": [
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@@ -2199,13 +2000,13 @@
         "shared_filenames": [
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@@ -2217,13 +2018,13 @@
         "shared_filenames": [
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+        "content_similarity": 0.298,
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@@ -2235,7 +2036,7 @@
         "shared_filenames": [
           "src/diffusers/models/autoencoders/autoencoder_kl_wan.py"
         ],
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+        "similarity": 0.31,
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@@ -2275,10 +2076,10 @@
     "authors": [
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     ],
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+    "average_similarity": 0.458,
     "cluster_id": "pr-scope-12453-5",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-08T02:05:24Z",
+    "last_activity_at": "2026-04-13T13:22:38Z",
     "outside_window_prs": [
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@@ -2345,7 +2146,7 @@
       {
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@@ -2357,13 +2158,13 @@
         "shared_filenames": [
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         "shared_directories": [
@@ -2375,13 +2176,13 @@
         "shared_filenames": [
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@@ -2399,7 +2200,7 @@
       {
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@@ -2411,31 +2212,35 @@
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       {
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         "shared_directories": [
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@@ -2519,8 +2324,8 @@
         "shared_filenames": [
           "src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_plus.py"
         ],
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-        "size_similarity": 0.149
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@@ -2541,194 +2346,18 @@
     "shared_directories": [
       "src/diffusers/pipelines/qwenimage",
       "src/diffusers/pipelines",
-      "src/diffusers",
-      "src"
-    ],
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-      "src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_plus.py"
-    ],
-    "summary": "5 open PRs share weighted file overlap around `src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_plus.py`; representative PR #12467.",
-    "title": "Scope: [FIX] Fixes QwenImagePipeline batch issue"
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-  {
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     ],
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+      "src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_plus.py",
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     ],
-    "summary": "4 open PRs share weighted file overlap around `src/diffusers/loaders/single_file_model.py`, `src/diffusers/models/modeling_utils.py`; representative PR #12153.",
-    "title": "Scope: `no_init_weights` in `from_pretrained` should be optional"
+    "summary": "5 open PRs share weighted file overlap around `src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_plus.py`, `tests/pipelines/qwenimage/test_qwenimage_edit_plus.py`; representative PR #12467.",
+    "title": "Scope: [FIX] Fixes QwenImagePipeline batch issue"
   },
   {
     "authors": [
@@ -2819,7 +2448,7 @@
         "shared_filenames": [
           "src/diffusers/schedulers/scheduling_dpmsolver_multistep.py"
         ],
-        "similarity": 0.548,
+        "similarity": 0.549,
         "size_similarity": 0.222
       }
     ],
@@ -2964,14 +2593,137 @@
     "summary": "3 open PRs share weighted file overlap around `src/diffusers/hooks/group_offloading.py`; representative PR #12910.",
     "title": "Scope: [group offloading] avoid unnecessary moving out to speed up inference"
   },
+  {
+    "authors": [
+      "Beinsezii"
+    ],
+    "average_similarity": 0.387,
+    "cluster_id": "pr-scope-6993-3",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-04-13T05:39:29Z",
+    "outside_window_prs": [
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+        "author": "ivanprado",
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+        "created_at": "2024-02-16T09:36:02Z",
+        "deletions": 30,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/diffusers/pull/6993/files",
+        "html_url": "https://github.com/huggingface/diffusers/pull/6993",
+        "merged": false,
+        "number": 6993,
+        "state": "open",
+        "title": "native_guidance_scale parameter for LCMs in StableDiffusionXLPipeline",
+        "updated_at": "2024-09-14T15:19:00Z"
+      },
+      {
+        "additions": 44,
+        "author": "okaris",
+        "changed_files": 4,
+        "created_at": "2024-05-17T17:13:21Z",
+        "deletions": 32,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/diffusers/pull/7973/files",
+        "html_url": "https://github.com/huggingface/diffusers/pull/7973",
+        "merged": false,
+        "number": 7973,
+        "state": "open",
+        "title": "Use scheduler strength option for set_timesteps",
+        "updated_at": "2024-09-14T15:12:01Z"
+      }
+    ],
+    "pairwise": [
+      {
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+        "concentration_similarity": 0.626,
+        "content_similarity": 0.476,
+        "left_pr_number": 6993,
+        "right_pr_number": 13453,
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+          "src/diffusers/pipelines/stable_diffusion_xl",
+          "src/diffusers/pipelines",
+          "src/diffusers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py",
+          "src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py"
+        ],
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+        "size_similarity": 0.104
+      },
+      {
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+        "content_similarity": 0.244,
+        "left_pr_number": 6993,
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+          "src/diffusers/pipelines/stable_diffusion_xl",
+          "src/diffusers/pipelines",
+          "src/diffusers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py"
+        ],
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+        "size_similarity": 0.418
+      },
+      {
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+        "concentration_similarity": 0.605,
+        "content_similarity": 0.328,
+        "left_pr_number": 7973,
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+        "shared_directories": [
+          "src/diffusers/pipelines/stable_diffusion_xl",
+          "src/diffusers/pipelines",
+          "src/diffusers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py"
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+      13453
+    ],
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+    "recent_pr_numbers": [
+      13453
+    ],
+    "representative_pr_number": 6993,
+    "representative_title": "native_guidance_scale parameter for LCMs in StableDiffusionXLPipeline",
+    "representative_url": "https://github.com/huggingface/diffusers/pull/6993",
+    "shared_directories": [
+      "src/diffusers/pipelines/stable_diffusion_xl",
+      "src/diffusers/pipelines",
+      "src/diffusers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py",
+      "src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py"
+    ],
+    "summary": "3 open PRs share weighted file overlap around `src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py`, `src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py`; representative PR #6993.",
+    "title": "Scope: native_guidance_scale parameter for LCMs in StableDiffusionXLPipeline"
+  },
   {
     "authors": [
       "sayakpaul"
     ],
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+    "average_similarity": 0.358,
     "cluster_id": "pr-scope-6978-3",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-10T15:58:45Z",
+    "last_activity_at": "2026-04-11T04:35:33Z",
     "outside_window_prs": [
       {
         "additions": 22,
@@ -3020,7 +2772,7 @@
           "examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py",
           "examples/dreambooth/train_dreambooth_lora_sdxl.py"
         ],
-        "similarity": 0.37,
+        "similarity": 0.369,
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       },
       {
@@ -3036,13 +2788,13 @@
         "shared_filenames": [
           "examples/advanced_diffusion_training/train_dreambooth_lora_sd15_advanced.py"
         ],
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+        "similarity": 0.364,
         "size_similarity": 0.287
       },
       {
         "breadth_similarity": 0.5,
         "concentration_similarity": 0.814,
-        "content_similarity": 0.167,
+        "content_similarity": 0.166,
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         "shared_directories": [
@@ -3050,7 +2802,7 @@
           "examples"
         ],
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+        "similarity": 0.341,
         "size_similarity": 0.896
       }
     ],
@@ -3084,7 +2836,7 @@
     "authors": [
       "s-zx"
     ],
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+    "average_similarity": 0.584,
     "cluster_id": "pr-scope-11452-2",
     "kind": "pr_scope",
     "last_activity_at": "2026-03-22T00:04:23Z",
@@ -3120,7 +2872,7 @@
         "shared_filenames": [
           "src/diffusers/quantizers/quantization_config.py"
         ],
-        "similarity": 0.583,
+        "similarity": 0.584,
         "size_similarity": 0.235
       }
     ],
@@ -3147,6 +2899,73 @@
     "summary": "2 open PRs share weighted file overlap around `src/diffusers/quantizers/quantization_config.py`; representative PR #11452.",
     "title": "Scope: [quant] add __repr__ for better printing of configs."
   },
+  {
+    "authors": [
+      "sayakpaul"
+    ],
+    "average_similarity": 0.525,
+    "cluster_id": "pr-scope-13116-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-25T05:19:46Z",
+    "outside_window_prs": [
+      {
+        "additions": 65,
+        "author": "sayakpaul",
+        "changed_files": 2,
+        "created_at": "2026-02-10T06:37:27Z",
+        "deletions": 20,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/diffusers/pull/13116/files",
+        "html_url": "https://github.com/huggingface/diffusers/pull/13116",
+        "merged": false,
+        "number": 13116,
+        "state": "open",
+        "title": "[tests] tests for `modules_to_not_convert`",
+        "updated_at": "2026-03-04T11:04:09Z"
+      }
+    ],
+    "pairwise": [
+      {
+        "breadth_similarity": 1.0,
+        "concentration_similarity": 0.938,
+        "content_similarity": 0.52,
+        "left_pr_number": 13116,
+        "right_pr_number": 13330,
+        "shared_directories": [
+          "tests/models/testing_utils",
+          "tests/models",
+          "tests"
+        ],
+        "shared_filenames": [
+          "tests/models/testing_utils/quantization.py"
+        ],
+        "similarity": 0.525,
+        "size_similarity": 0.094
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
+      13116,
+      13330
+    ],
+    "recent_pr_count": 1,
+    "recent_pr_numbers": [
+      13330
+    ],
+    "representative_pr_number": 13116,
+    "representative_title": "[tests] tests for `modules_to_not_convert`",
+    "representative_url": "https://github.com/huggingface/diffusers/pull/13116",
+    "shared_directories": [
+      "tests/models/testing_utils",
+      "tests/models",
+      "tests"
+    ],
+    "shared_filenames": [
+      "tests/models/testing_utils/quantization.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `tests/models/testing_utils/quantization.py`; representative PR #13116.",
+    "title": "Scope: [tests] tests for `modules_to_not_convert`"
+  },
   {
     "authors": [
       "sayakpaul"
@@ -3350,7 +3169,7 @@
     "authors": [
       "Ricardo-M-L"
     ],
-    "average_similarity": 0.362,
+    "average_similarity": 0.364,
     "cluster_id": "pr-scope-10449-2",
     "kind": "pr_scope",
     "last_activity_at": "2026-04-08T17:39:01Z",
@@ -3375,14 +3194,14 @@
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+  },
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+    "author": "HsiaWinter",
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+    "author": "Anai-Guo",
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+    "body_excerpt": "## Problem The `--text_encoder_out_layers` CLI argument in `train_dreambooth_lora_flux2_klein.py` defaults to `[10, 20, 30]`, but the pipeline implementation (`pipeline_flux2_klein.py`) uses `(9, 18, 27)`. This off-by-one mismatch causes t\u2026",
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+  },
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+    "author": "sayakpaul",
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+  },
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+    "author": "Beinsezii",
+    "author_association": "CONTRIBUTOR",
+    "body_excerpt": "# What does this PR do? <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflec\u2026",
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+  },
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+    "author": "chang-zhijie",
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+    "body_excerpt": "This PR resolves the unsupported atten_mask shape error when running attention with NPU (Ascend) devices. Problem: The NPU\u2019s fusion attention operator (e.g., npu_fusion_attention) does not support automatic broadcasting for attention masks\u2026",
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+  },
+  {
+    "additions": 2,
+    "author": "conanna",
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+    "body_excerpt": "# What does this PR do? `UniPCMultistepScheduler.set_timesteps` hardcodes `self.sigmas = self.sigmas.to(\"cpu\")` at the end of the method. This causes device mismatch errors in `multistep_uni_p_bh_update` and `multistep_uni_c_bh_update` whe\u2026",
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+  },
+  {
+    "additions": 9,
+    "author": "Ricardo-M-L",
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+    "body_excerpt": "## Summary - Fix all 9 QwenImage pipeline variants where CFG is silently disabled when passing `negative_prompt_embeds` with `None` mask - `encode_prompt()` converts all-ones masks to `None` as an optimization (line 266-267), but `has_neg_\u2026",
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+  },
+  {
+    "additions": 120,
+    "author": "hlky",
+    "author_association": "CONTRIBUTOR",
+    "body_excerpt": "# What does this PR do? As per #13446 `trust_remote_code` fails under several circumstances: - `pretrained_model_name_or_path` as Hub repo A and `custom_pipeline` as Hub repo B, `trust_remote_code` is bypassed and remote code runs from rep\u2026",
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+    "state": "open",
+    "title": "Improve `trust_remote_code`",
+    "updated_at": "2026-04-13T08:21:52Z"
+  },
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     "title": "[feat] JoyAI-JoyImage-Edit support",
-    "updated_at": "2026-04-10T17:26:18Z"
+    "updated_at": "2026-04-11T05:42:17Z"
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     "title": "[core] fix fa4 integration",
-    "updated_at": "2026-04-10T15:11:13Z"
+    "updated_at": "2026-04-13T05:58:18Z"
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     "title": "[wip] [tests] fix training tests",
-    "updated_at": "2026-04-10T15:58:45Z"
+    "updated_at": "2026-04-11T04:35:33Z"
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@@ -189,9 +440,9 @@
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-    "state": "open",
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     "title": "[Feat] support JoyAIImagePipeline ",
-    "updated_at": "2026-04-10T20:41:22Z"
+    "updated_at": "2026-04-11T07:11:30Z"
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     "author": "HsiaWinter",
-    "author_association": "FIRST_TIMER",
+    "author_association": "CONTRIBUTOR",
     "body_excerpt": "# What does this PR do? We have introduced a new text-to-image model called ERNIE-Image, which will soon be open-sourced to the community. This PR includes the model architecture definition, the pipeline, as well as the related documentati\u2026",
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     "title": "Add ernie image",
-    "updated_at": "2026-04-10T18:22:21Z"
+    "updated_at": "2026-04-13T05:37:37Z"
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     "title": "Fix division by zero in rescale_noise_cfg causing NaNs during inference",
-    "updated_at": "2026-04-06T16:22:09Z"
+    "updated_at": "2026-04-11T06:54:31Z"
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     "body_excerpt": "# What does this PR do? Adds [LongCat-AudioDiT](https://github.com/meituan-longcat/LongCat-AudioDiT) model support to diffusers. Although LongCat-AudioDiT can be used for TTS-like generation, it is fundamentally a diffusion-based audio gen\u2026",
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     "title": "[Feat] Adds LongCat-AudioDiT pipeline ",
-    "updated_at": "2026-04-10T09:03:07Z"
+    "updated_at": "2026-04-11T13:00:07Z"
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     "author": "akshan-main",
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     "body_excerpt": "## What does this PR do? Adds modular pipeline blocks for HunyuanVideo 1.5 with both text-to-video (`HunyuanVideo15Blocks`) and image-to-video (`HunyuanVideo15Image2VideoBlocks`). **Parity verified on Colab G4 GPU:** - T2V: MAD 0.000000 vs\u2026",
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     "html_url": "https://github.com/huggingface/diffusers/pull/13379",
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@@ -1242,10 +1498,10 @@
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     "title": "fix(qwen): fix CFG failing when passing neg prompt embeds with none mask",
-    "updated_at": "2026-04-08T02:05:24Z"
+    "updated_at": "2026-04-13T13:22:38Z"
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     "body_excerpt": "# What does this PR do? Adds modular pipeline support for LTX Video, covering both text-to-video and image-to-video. The implementation follows the same structure as the existing Wan modular pipeline. ### Text-to-video ``` LTXBlocks (Seque\u2026",
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@@ -1266,12 +1522,12 @@
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-    "merged": false,
+    "merged": true,
     "number": 13378,
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-    "state": "open",
+    "state": "closed",
     "title": "[modular] Add LTX Video modular pipeline",
-    "updated_at": "2026-04-10T19:05:11Z"
+    "updated_at": "2026-04-11T03:05:39Z"
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     "title": "[tests] refactor wan autoencoder tests",
     "updated_at": "2026-04-03T05:36:46Z"
   },
+  {
+    "additions": 133,
+    "author": "HMAKT99",
+    "author_association": "FIRST_TIME_CONTRIBUTOR",
+    "body_excerpt": "## What this does Adds a community example for embedding AI provenance metadata into diffusers-generated images. When you generate an image with diffusers, the output carries no metadata indicating it's AI-generated. This utility embeds pr\u2026",
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-    "body_excerpt": "# What does this PR do? This PR improves the docstrings and type hints in `src/diffusers/schedulers/scheduling_flow_match_euler_discrete.py` to follow the project conventions as described in #9567. ## Context This is part of a broader effo\u2026",
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-    "body_excerpt": "# What does this PR do? AutoModel currently doesn't support creating objects using `from_config`, but this can be useful in cases where we might want to load a custom component that doesn't have any weights associated with it e.g. Custom s\u2026",
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-    "body_excerpt": "# What does this PR do? This PR improves the docstrings and type hints in `src/diffusers/schedulers/scheduling_edm_dpmsolver_multistep.py` to follow the project conventions as described in #9567. ## Context This is part of a broader effort\u2026",
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-    "body_excerpt": "# What does this PR do? This PR fixes LTX-2 inference when `num_videos_per_prompt > 1` and CFG is enabled by duplicating the video and audio position ids for CFG. Using `num_videos_per_prompt > 1` worked before this PR when CFG was not use\u2026",
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