diff --git "a/data/pr_scope_clusters.json" "b/data/pr_scope_clusters.json"
--- "a/data/pr_scope_clusters.json"
+++ "b/data/pr_scope_clusters.json"
@@ -3,6 +3,8 @@
     "authors": [
       "DogWala",
       "aarushisingh04",
+      "abigailtech",
+      "cyyever",
       "excepshenal",
       "vasanthrpjan1-boop",
       "winglian"
@@ -11,68 +13,7 @@
     "cluster_id": "pr-scope-43636-10",
     "kind": "pr_scope",
     "last_activity_at": "2026-04-09T15:32:29Z",
-    "outside_window_prs": [
-      {
-        "additions": 11,
-        "author": "abigailtech",
-        "changed_files": 1,
-        "created_at": "2026-01-30T21:53:43Z",
-        "deletions": 0,
-        "draft": false,
-        "files_url": "https://github.com/huggingface/transformers/pull/43636/files",
-        "html_url": "https://github.com/huggingface/transformers/pull/43636",
-        "merged": false,
-        "number": 43636,
-        "state": "open",
-        "title": "Add _metrics dict to Trainer for custom metric logging",
-        "updated_at": "2026-03-13T22:22:03Z"
-      },
-      {
-        "additions": 13,
-        "author": "abigailtech",
-        "changed_files": 1,
-        "created_at": "2026-01-31T17:51:42Z",
-        "deletions": 5,
-        "draft": false,
-        "files_url": "https://github.com/huggingface/transformers/pull/43651/files",
-        "html_url": "https://github.com/huggingface/transformers/pull/43651",
-        "merged": false,
-        "number": 43651,
-        "state": "open",
-        "title": "Add _loss_is_scaled_for_ga to allow custom trainers to control gradient accumulation loss scaling",
-        "updated_at": "2026-03-13T22:28:27Z"
-      },
-      {
-        "additions": 13,
-        "author": "abigailtech",
-        "changed_files": 1,
-        "created_at": "2026-01-31T21:34:03Z",
-        "deletions": 12,
-        "draft": false,
-        "files_url": "https://github.com/huggingface/transformers/pull/43663/files",
-        "html_url": "https://github.com/huggingface/transformers/pull/43663",
-        "merged": false,
-        "number": 43663,
-        "state": "open",
-        "title": "Add _get_signature_columns method to allow custom trainers to override column filtering",
-        "updated_at": "2026-02-03T13:32:17Z"
-      },
-      {
-        "additions": 33,
-        "author": "cyyever",
-        "changed_files": 1,
-        "created_at": "2026-02-18T08:22:57Z",
-        "deletions": 22,
-        "draft": false,
-        "files_url": "https://github.com/huggingface/transformers/pull/44123/files",
-        "html_url": "https://github.com/huggingface/transformers/pull/44123",
-        "merged": false,
-        "number": 44123,
-        "state": "open",
-        "title": "Avoid device sync in training loss accumulation",
-        "updated_at": "2026-03-30T07:57:16Z"
-      }
-    ],
+    "outside_window_prs": [],
     "pairwise": [
       {
         "breadth_similarity": 1.0,
@@ -808,8 +749,12 @@
       45067,
       45273
     ],
-    "recent_pr_count": 6,
+    "recent_pr_count": 10,
     "recent_pr_numbers": [
+      43636,
+      43651,
+      43663,
+      44123,
       44189,
       44257,
       44660,
@@ -1193,33 +1138,231 @@
     "summary": "6 open PRs share weighted file overlap around `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`, `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45438.",
     "title": "Scope: Add Gemma4ForSequenceClassification"
   },
+  {
+    "authors": [
+      "Mr-Neutr0n",
+      "SunMarc",
+      "jonathan-fulton",
+      "pragnyanramtha",
+      "rain-1"
+    ],
+    "average_similarity": 0.499,
+    "cluster_id": "pr-scope-43656-5",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-04-15T15:16:40Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
+        "breadth_similarity": 1.0,
+        "concentration_similarity": 1.0,
+        "content_similarity": 0.736,
+        "left_pr_number": 43656,
+        "right_pr_number": 43836,
+        "shared_directories": [
+          "src/transformers/cli",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/cli/serve.py"
+        ],
+        "similarity": 0.683,
+        "size_similarity": 0.121
+      },
+      {
+        "breadth_similarity": 1.0,
+        "concentration_similarity": 1.0,
+        "content_similarity": 0.652,
+        "left_pr_number": 43836,
+        "right_pr_number": 43842,
+        "shared_directories": [
+          "src/transformers/cli",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/cli/serve.py"
+        ],
+        "similarity": 0.61,
+        "size_similarity": 0.027
+      },
+      {
+        "breadth_similarity": 0.5,
+        "concentration_similarity": 0.802,
+        "content_similarity": 0.646,
+        "left_pr_number": 43836,
+        "right_pr_number": 44682,
+        "shared_directories": [
+          "src/transformers/cli",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/cli/serve.py"
+        ],
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+        "size_similarity": 0.398
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+      {
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+        "concentration_similarity": 1.0,
+        "content_similarity": 0.581,
+        "left_pr_number": 43656,
+        "right_pr_number": 43842,
+        "shared_directories": [
+          "src/transformers/cli",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/cli/serve.py"
+        ],
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+        "size_similarity": 0.222
+      },
+      {
+        "breadth_similarity": 0.667,
+        "concentration_similarity": 0.752,
+        "content_similarity": 0.402,
+        "left_pr_number": 44558,
+        "right_pr_number": 44682,
+        "shared_directories": [
+          "src/transformers/cli",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/cli/serve.py"
+        ],
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+        "size_similarity": 0.984
+      },
+      {
+        "breadth_similarity": 0.333,
+        "concentration_similarity": 0.554,
+        "content_similarity": 0.488,
+        "left_pr_number": 43836,
+        "right_pr_number": 44558,
+        "shared_directories": [
+          "src/transformers/cli",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/cli/serve.py"
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+        "similarity": 0.463,
+        "size_similarity": 0.405
+      },
+      {
+        "breadth_similarity": 0.5,
+        "concentration_similarity": 0.802,
+        "content_similarity": 0.49,
+        "left_pr_number": 43656,
+        "right_pr_number": 44682,
+        "shared_directories": [
+          "src/transformers/cli",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/cli/serve.py"
+        ],
+        "similarity": 0.44,
+        "size_similarity": 0.048
+      },
+      {
+        "breadth_similarity": 0.5,
+        "concentration_similarity": 0.802,
+        "content_similarity": 0.451,
+        "left_pr_number": 43842,
+        "right_pr_number": 44682,
+        "shared_directories": [
+          "src/transformers/cli",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/cli/serve.py"
+        ],
+        "similarity": 0.407,
+        "size_similarity": 0.011
+      },
+      {
+        "breadth_similarity": 0.333,
+        "concentration_similarity": 0.554,
+        "content_similarity": 0.407,
+        "left_pr_number": 43656,
+        "right_pr_number": 44558,
+        "shared_directories": [
+          "src/transformers/cli",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/cli/serve.py"
+        ],
+        "similarity": 0.353,
+        "size_similarity": 0.049
+      },
+      {
+        "breadth_similarity": 0.333,
+        "concentration_similarity": 0.554,
+        "content_similarity": 0.343,
+        "left_pr_number": 43842,
+        "right_pr_number": 44558,
+        "shared_directories": [
+          "src/transformers/cli",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/cli/serve.py"
+        ],
+        "similarity": 0.303,
+        "size_similarity": 0.011
+      }
+    ],
+    "pr_count": 5,
+    "pr_numbers": [
+      43656,
+      43836,
+      43842,
+      44558,
+      44682
+    ],
+    "recent_pr_count": 5,
+    "recent_pr_numbers": [
+      43656,
+      43836,
+      43842,
+      44558,
+      44682
+    ],
+    "representative_pr_number": 43836,
+    "representative_title": "fix: wrapped TypeAdpater in string literals (for now)",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43836",
+    "shared_directories": [
+      "src/transformers/cli"
+    ],
+    "shared_filenames": [
+      "src/transformers/cli/serve.py"
+    ],
+    "summary": "5 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43836.",
+    "title": "Scope: fix: wrapped TypeAdpater in string literals (for now)"
+  },
   {
     "authors": [
       "UsamaKenway",
       "jIab-b",
+      "rudybear",
       "sirzechs66"
     ],
     "average_similarity": 0.664,
     "cluster_id": "pr-scope-44070-4",
     "kind": "pr_scope",
     "last_activity_at": "2026-04-20T08:12:23Z",
-    "outside_window_prs": [
-      {
-        "additions": 272,
-        "author": "rudybear",
-        "changed_files": 3,
-        "created_at": "2026-02-17T07:18:13Z",
-        "deletions": 0,
-        "draft": false,
-        "files_url": "https://github.com/huggingface/transformers/pull/44070/files",
-        "html_url": "https://github.com/huggingface/transformers/pull/44070",
-        "merged": false,
-        "number": 44070,
-        "state": "open",
-        "title": "Add GGUF loading support for Qwen3-Next (qwen3_next) architecture",
-        "updated_at": "2026-04-17T16:39:28Z"
-      }
-    ],
+    "outside_window_prs": [],
     "pairwise": [
       {
         "breadth_similarity": 1.0,
@@ -1349,8 +1492,9 @@
       45296,
       45506
     ],
-    "recent_pr_count": 3,
+    "recent_pr_count": 4,
     "recent_pr_numbers": [
+      44070,
       45283,
       45296,
       45506
@@ -1382,23 +1526,7 @@
     "cluster_id": "pr-scope-41992-4",
     "kind": "pr_scope",
     "last_activity_at": "2026-04-16T13:56:44Z",
-    "outside_window_prs": [
-      {
-        "additions": 5038,
-        "author": "IlyasMoutawwakil",
-        "changed_files": 82,
-        "created_at": "2025-11-03T14:20:21Z",
-        "deletions": 2192,
-        "draft": false,
-        "files_url": "https://github.com/huggingface/transformers/pull/41992/files",
-        "html_url": "https://github.com/huggingface/transformers/pull/41992",
-        "merged": false,
-        "number": 41992,
-        "state": "open",
-        "title": "[PoC] HF exporters",
-        "updated_at": "2026-04-13T08:41:05Z"
-      }
-    ],
+    "outside_window_prs": [],
     "pairwise": [
       {
         "breadth_similarity": 0.544,
@@ -1606,8 +1734,9 @@
       44973,
       45396
     ],
-    "recent_pr_count": 3,
+    "recent_pr_count": 4,
     "recent_pr_numbers": [
+      41992,
       44157,
       44973,
       45396
@@ -1640,766 +1769,773 @@
   },
   {
     "authors": [
-      "Jah-yee",
-      "RudrenduPaul"
+      "IvanFan-Van",
+      "andrewqianpublic",
+      "bonpiedlaroute",
+      "ruben-aghayan"
     ],
-    "average_similarity": 0.865,
-    "cluster_id": "pr-scope-45351-3",
+    "average_similarity": 0.438,
+    "cluster_id": "pr-scope-34667-4",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-19T12:16:25Z",
+    "last_activity_at": "2026-04-20T06:39:10Z",
     "outside_window_prs": [],
     "pairwise": [
       {
         "breadth_similarity": 1.0,
         "concentration_similarity": 1.0,
-        "content_similarity": 0.987,
-        "left_pr_number": 45509,
-        "right_pr_number": 45515,
+        "content_similarity": 0.473,
+        "left_pr_number": 34667,
+        "right_pr_number": 39683,
         "shared_directories": [
+          "src/transformers/generation",
           "src/transformers",
           "src"
         ],
         "shared_filenames": [
-          "src/transformers/testing_utils.py"
+          "src/transformers/generation/utils.py"
         ],
-        "similarity": 0.916,
-        "size_similarity": 0.5
+        "similarity": 0.553,
+        "size_similarity": 0.478
       },
       {
-        "breadth_similarity": 1.0,
-        "concentration_similarity": 1.0,
-        "content_similarity": 0.983,
-        "left_pr_number": 45351,
-        "right_pr_number": 45515,
+        "breadth_similarity": 0.5,
+        "concentration_similarity": 0.562,
+        "content_similarity": 0.564,
+        "left_pr_number": 34667,
+        "right_pr_number": 45389,
         "shared_directories": [
+          "src/transformers/generation",
           "src/transformers",
           "src"
         ],
         "shared_filenames": [
-          "src/transformers/testing_utils.py"
+          "src/transformers/generation/utils.py"
         ],
-        "similarity": 0.859,
-        "size_similarity": 0.138
+        "similarity": 0.524,
+        "size_similarity": 0.344
       },
       {
         "breadth_similarity": 1.0,
         "concentration_similarity": 1.0,
-        "content_similarity": 0.941,
-        "left_pr_number": 45351,
-        "right_pr_number": 45509,
+        "content_similarity": 0.385,
+        "left_pr_number": 34667,
+        "right_pr_number": 44872,
         "shared_directories": [
+          "src/transformers/generation",
           "src/transformers",
           "src"
         ],
         "shared_filenames": [
-          "src/transformers/testing_utils.py"
+          "src/transformers/generation/utils.py"
         ],
-        "similarity": 0.819,
-        "size_similarity": 0.069
-      }
-    ],
-    "pr_count": 3,
-    "pr_numbers": [
-      45351,
-      45509,
-      45515
-    ],
-    "recent_pr_count": 3,
-    "recent_pr_numbers": [
-      45351,
-      45509,
-      45515
-    ],
-    "representative_pr_number": 45515,
-    "representative_title": "Fix CUDA availability check in get_device_properties()",
-    "representative_url": "https://github.com/huggingface/transformers/pull/45515",
-    "shared_directories": [],
-    "shared_filenames": [
-      "src/transformers/testing_utils.py"
-    ],
-    "summary": "3 open PRs share weighted file overlap around `src/transformers/testing_utils.py`; representative PR #45515.",
-    "title": "Scope: Fix CUDA availability check in get_device_properties()"
-  },
-  {
-    "authors": [
-      "itazap",
-      "mohdfaour03",
-      "yonigozlan"
-    ],
-    "average_similarity": 0.513,
-    "cluster_id": "pr-scope-45078-3",
-    "kind": "pr_scope",
-    "last_activity_at": "2026-04-17T10:39:01Z",
-    "outside_window_prs": [],
-    "pairwise": [
+        "similarity": 0.46,
+        "size_similarity": 0.273
+      },
       {
         "breadth_similarity": 1.0,
-        "concentration_similarity": 0.798,
-        "content_similarity": 0.452,
-        "left_pr_number": 45078,
-        "right_pr_number": 45293,
+        "concentration_similarity": 1.0,
+        "content_similarity": 0.384,
+        "left_pr_number": 39683,
+        "right_pr_number": 44872,
         "shared_directories": [
-          "src/transformers/models/auto",
-          "src/transformers/models",
-          "tests/models/auto",
+          "src/transformers/generation",
           "src/transformers",
-          "tests/models",
-          "src",
-          "tests"
+          "src"
         ],
         "shared_filenames": [
-          "src/transformers/models/auto/tokenization_auto.py",
-          "tests/models/auto/test_tokenization_auto.py"
+          "src/transformers/generation/utils.py"
         ],
-        "similarity": 0.528,
-        "size_similarity": 0.476
+        "similarity": 0.438,
+        "size_similarity": 0.13
       },
       {
-        "breadth_similarity": 1.0,
-        "concentration_similarity": 0.77,
-        "content_similarity": 0.393,
-        "left_pr_number": 45078,
-        "right_pr_number": 45317,
+        "breadth_similarity": 0.5,
+        "concentration_similarity": 0.562,
+        "content_similarity": 0.294,
+        "left_pr_number": 39683,
+        "right_pr_number": 45389,
         "shared_directories": [
-          "tests/models/auto",
+          "src/transformers/generation",
           "src/transformers",
-          "tests/models",
-          "src",
-          "tests"
+          "src"
         ],
         "shared_filenames": [
-          "tests/models/auto/test_tokenization_auto.py"
+          "src/transformers/generation/utils.py"
         ],
-        "similarity": 0.51,
-        "size_similarity": 0.643
+        "similarity": 0.391,
+        "size_similarity": 0.719
       },
       {
-        "breadth_similarity": 1.0,
-        "concentration_similarity": 0.972,
-        "content_similarity": 0.344,
-        "left_pr_number": 45293,
-        "right_pr_number": 45317,
+        "breadth_similarity": 0.5,
+        "concentration_similarity": 0.562,
+        "content_similarity": 0.238,
+        "left_pr_number": 44872,
+        "right_pr_number": 45389,
         "shared_directories": [
-          "tests/models/auto",
+          "src/transformers/generation",
           "src/transformers",
-          "tests/models",
-          "src",
-          "tests"
+          "src"
         ],
         "shared_filenames": [
-          "tests/models/auto/test_tokenization_auto.py"
+          "src/transformers/generation/utils.py"
         ],
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-        "size_similarity": 0.741
+        "similarity": 0.259,
+        "size_similarity": 0.094
       }
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+    "pr_count": 4,
     "pr_numbers": [
-      45078,
-      45293,
-      45317
+      34667,
+      39683,
+      44872,
+      45389
     ],
-    "recent_pr_count": 3,
+    "recent_pr_count": 4,
     "recent_pr_numbers": [
-      45078,
-      45293,
-      45317
+      34667,
+      39683,
+      44872,
+      45389
     ],
-    "representative_pr_number": 45078,
-    "representative_title": "throw error when conversion required",
-    "representative_url": "https://github.com/huggingface/transformers/pull/45078",
+    "representative_pr_number": 34667,
+    "representative_title": "Clear unused allocated GPU memory when available GPU memory is low. ",
+    "representative_url": "https://github.com/huggingface/transformers/pull/34667",
     "shared_directories": [
-      "tests/models/auto",
-      "tests/models",
-      "tests",
-      "src/transformers/models/auto",
-      "src/transformers/models"
+      "src/transformers/generation"
     ],
     "shared_filenames": [
-      "tests/models/auto/test_tokenization_auto.py",
-      "src/transformers/models/auto/tokenization_auto.py"
+      "src/transformers/generation/utils.py"
     ],
-    "summary": "3 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45078.",
-    "title": "Scope: throw error when conversion required"
+    "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
+    "title": "Scope: Clear unused allocated GPU memory when available GPU memory is low. "
   },
   {
     "authors": [
-      "MaybeSam05",
-      "NielsRogge",
-      "SAY-5"
+      "Jay-IIT",
+      "Zephyr-Blessed",
+      "chandan11248"
     ],
-    "average_similarity": 0.402,
-    "cluster_id": "pr-scope-44385-3",
+    "average_similarity": 0.941,
+    "cluster_id": "pr-scope-44066-3",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-20T05:44:53Z",
+    "last_activity_at": "2026-03-19T18:12:59Z",
     "outside_window_prs": [],
     "pairwise": [
       {
         "breadth_similarity": 1.0,
-        "concentration_similarity": 1.0,
-        "content_similarity": 0.335,
-        "left_pr_number": 44615,
-        "right_pr_number": 45524,
+        "concentration_similarity": 0.957,
+        "content_similarity": 0.967,
+        "left_pr_number": 44066,
+        "right_pr_number": 44722,
         "shared_directories": [
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+    "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.",
+    "title": "Scope: fix: pin 50 unpinned actions to commit SHA, extract 1 secret to env var"
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+      "karthiksuki",
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+    "representative_title": "[ResNet] Refactor output tracing to decorator-based interface",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44007",
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-      "src/transformers/generation"
+      "src/transformers/models",
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     ],
     "shared_filenames": [
-      "src/transformers/generation/utils.py"
+      "src/transformers/models/regnet/modeling_regnet.py",
+      "src/transformers/models/resnet/modeling_resnet.py"
     ],
-    "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
-    "title": "Scope: Clear unused allocated GPU memory when available GPU memory is low. "
+    "summary": "3 open PRs share weighted file overlap around `src/transformers/models/regnet/modeling_regnet.py`, `src/transformers/models/resnet/modeling_resnet.py`; representative PR #44007.",
+    "title": "Scope: [ResNet] Refactor output tracing to decorator-based interface"
   },
   {
     "authors": [
-      "GitGlimpse895",
-      "ai-man-codes"
+      "itazap",
+      "mohdfaour03",
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         "shared_directories": [
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+          "tests/models",
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+    "recent_pr_numbers": [
+      45078,
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+    ],
+    "representative_pr_number": 45078,
+    "representative_title": "throw error when conversion required",
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+      "tests/models/auto",
+      "tests/models",
+      "tests",
+      "src/transformers/models/auto",
+      "src/transformers/models"
+    ],
+    "shared_filenames": [
+      "tests/models/auto/test_tokenization_auto.py",
+      "src/transformers/models/auto/tokenization_auto.py"
+    ],
+    "summary": "3 open PRs share weighted file overlap around `tests/models/auto/test_tokenization_auto.py`, `src/transformers/models/auto/tokenization_auto.py`; representative PR #45078.",
+    "title": "Scope: throw error when conversion required"
+  },
+  {
+    "authors": [
+      "GitGlimpse895",
+      "ai-man-codes",
+      "cyyever"
+    ],
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+          "src"
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@@ -2414,8 +2550,9 @@
       44893,
       45510
     ],
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+    "recent_pr_count": 3,
     "recent_pr_numbers": [
+      43875,
       44893,
       45510
     ],
@@ -2431,1710 +2568,1451 @@
   },
   {
     "authors": [
-      "himani27301",
-      "hongping-zh"
+      "MekkCyber",
+      "cyyever",
+      "mvanhorn"
     ],
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-        "draft": false,
-        "files_url": "https://github.com/huggingface/transformers/pull/33686/files",
-        "html_url": "https://github.com/huggingface/transformers/pull/33686",
-        "merged": false,
-        "number": 33686,
-        "state": "open",
-        "title": "Updating Chameleon Image handling documentation",
-        "updated_at": "2026-04-07T05:09:42Z"
-      }
-    ],
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         "shared_directories": [
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       },
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+        "shared_filenames": [
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-      "docs/source/en",
-      "docs/source",
-      "docs",
-      "docs/source/en/model_doc"
+    "representative_pr_number": 43549,
+    "representative_title": "[kernels] exception handling for fa kernels",
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+    "shared_filenames": [
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     ],
-    "shared_filenames": [],
-    "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
-    "title": "Scope: Improve clarity and grammar in Auto Classes documentation"
+    "summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.",
+    "title": "Scope: [kernels] exception handling for fa kernels"
   },
   {
     "authors": [
-      "kashif",
-      "sdharani91"
+      "MaybeSam05",
+      "NielsRogge",
+      "SAY-5"
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         "shared_directories": [
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-    "title": "Scope: Pass packed boundary metadata to Qwen3.5 linear-attention fast kernels from data collator"
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-      "SunMarc",
-      "qgallouedec"
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-          "src/transformers/cli",
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           "src/transformers",
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-      "tests/cli/test_serve.py"
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-    "summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/utils.py`, `tests/cli/test_serve.py`; representative PR #45443.",
-    "title": "Scope: Raise 400 on model mismatch when `transformers serve` is pinned"
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-    "title": "Scope: Fix assistant_masks for multimodal inputs in apply_chat_template"
+    "summary": "3 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
+    "title": "Scope: Restore is_torch_fx_available for trust_remote_code backwards compatibility"
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-    "title": "Scope: [`auto_docstring`] needs to be only run on __doc__ "
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+    "summary": "3 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
+    "title": "Scope: Improve clarity and grammar in Auto Classes documentation"
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-    "title": "Scope: Add heterogeneous model support (per-layer config and modeling)"
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-    "title": "Scope: Refactor core_model_loading to support FSDP shard-on-read loading"
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/models/gpt_neo/modeling_gpt_neo.py`, `tests/models/gpt_neo/test_modeling_gpt_neo.py`; representative PR #44018.",
+    "title": "Scope: Refactor GPT-Neo output tracing to use capture_outputs/can_return_tuple"
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-      "knQzx"
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+      "src/transformers/models/isaac/modeling_isaac.py",
+      "src/transformers/models/isaac/modular_isaac.py",
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-    "title": "Scope: optionally override tokenizer class with serialized tokenizer "
+    "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/isaac.md`, `src/transformers/models/isaac/__init__.py`, `src/transformers/models/isaac/configuration_isaac.py`; representative PR #40962.",
+    "title": "Scope: perceptron: Isaac-0.1 implementation"
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-      "roycho96"
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-    "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44889.",
-    "title": "Scope: [DeepSpeed] Fix evaluate()/predict() before train()"
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/loss/loss_utils.py`; representative PR #43251.",
+    "title": "Scope: Fix(43240): pass kwargs to nn.functional.cross_entropy"
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-    "title": "Scope: Feature/integrations docs fix"
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+    "title": "Scope: Fix fp16 underflow in MoE load balancing loss by enforcing fp32 softmax"
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-    "title": "Scope: [GPT2] Refactor output tracing to use capture_outputs/can_return_tuple decorators"
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+    "title": "Scope: Add mimo v2 flash"
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-      ".github/workflows/benchmark.yml",
-      ".github/workflows/check_failed_tests.yml",
-      ".github/workflows/check_tiny_models.yml"
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-    "title": "Scope: fix: pin 50 unpinned actions to commit SHA, extract 1 secret to env var"
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/executorch.py`; representative PR #41901.",
+    "title": "Scope: [executorch] Update pytree registration for DynamicCache"
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-      "src/transformers/modeling_flash_attention_utils.py"
+      "src/transformers/hf_argparser.py"
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-    "title": "Scope: [kernels] exception handling for fa kernels"
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
+    "title": "Scope: Enhance the handling of Union types in HfArgumentParser"
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+    "summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.",
+    "title": "Scope: Remove CompressedLinear support for compressed-tensors > 0.13"
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+    "title": "Scope: SwanLab: Add support for id and resume arguments in SwanLabCallback"
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-      "docs/source/en/model_doc",
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-      "tests/models/isaac",
-      "docs/source/en",
-      "src/transformers/models",
-      "tests/utils",
-      "docs/source"
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-      "src/transformers/models/isaac/modeling_isaac.py",
-      "src/transformers/models/isaac/modular_isaac.py",
-      "src/transformers/models/isaac/processing_isaac.py",
-      "tests/models/isaac/__init__.py"
+      "src/transformers/models/flaubert/modeling_flaubert.py"
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-    "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/isaac.md`, `src/transformers/models/isaac/__init__.py`, `src/transformers/models/isaac/configuration_isaac.py`; representative PR #40962.",
-    "title": "Scope: perceptron: Isaac-0.1 implementation"
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.",
+    "title": "Scope: [XLM] Refactor output tracing to align with capture_outputs standardized architecture"
   },
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-    "summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.",
-    "title": "Scope: Remove CompressedLinear support for compressed-tensors > 0.13"
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/heterogeneity/__init__.py`, `src/transformers/heterogeneity/configuration_utils.py`, `tests/heterogeneity/__init__.py`; representative PR #45332.",
+    "title": "Scope: Add heterogeneous model support (per-layer config and modeling)"
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