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"
@@ -319,7 +319,7 @@
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@@ -367,7 +367,7 @@
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@@ -816,425 +816,331 @@
   },
   {
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-      "UsamaKenway",
-      "jIab-b",
-      "rudybear",
-      "sirzechs66"
+      "Charly21r",
+      "Qubitium",
+      "albertorkive",
+      "jesperschlegel",
+      "sywangyi",
+      "zucchini-nlp"
     ],
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     "kind": "pr_scope",
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-          "src/transformers/modeling_gguf_pytorch_utils.py",
-          "tests/quantization/ggml/test_ggml.py"
+          "docs/source/en/model_doc/gemma4.md",
+          "src/transformers/models/auto/modeling_auto.py",
+          "src/transformers/models/gemma4/modeling_gemma4.py",
+          "src/transformers/models/gemma4/modular_gemma4.py",
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-          "src/transformers/modeling_gguf_pytorch_utils.py"
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-      "docs/source/en/model_doc",
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       "docs/source/en/model_doc/gemma4.md",
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       "src/transformers/models/auto/modeling_auto.py"
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-    "summary": "4 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.",
+    "summary": "7 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.",
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   {
     "authors": [
-      "IvanFan-Van",
-      "dacorvo",
-      "ruben-aghayan"
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-    "summary": "5 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": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`, `tests/quantization/ggml/test_ggml.py`; representative PR #44070.",
+    "title": "Scope: Add GGUF loading support for Qwen3-Next (qwen3_next) architecture"
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@@ -1656,13 +1553,13 @@
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@@ -1689,13 +1586,13 @@
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@@ -1722,13 +1619,13 @@
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@@ -1755,13 +1652,13 @@
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@@ -1810,13 +1707,13 @@
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       "src/transformers/models/glm_ocr",
+      "src/transformers/models/qwen3_5_moe",
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-      "src/transformers/models/glm4v_moe",
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       "src/transformers/models/qwen2_vl",
-      "src/transformers/models/qwen2_5_omni"
+      "src/transformers/models/video_llama_3",
+      "src/transformers/models/glm4v_moe"
     ],
     "shared_filenames": [
       "src/transformers/models/glm_ocr/modular_glm_ocr.py",
@@ -1929,95 +1826,105 @@
   },
   {
     "authors": [
-      "JokeYoonic",
-      "akashadsare",
-      "lakprigan"
+      "itazap",
+      "mohdfaour03",
+      "yonigozlan"
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+    "cluster_id": "pr-scope-45078-3",
     "kind": "pr_scope",
-    "last_activity_at": "2026-03-18T17:16:49Z",
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-        "left_pr_number": 44059,
-        "right_pr_number": 44676,
+        "concentration_similarity": 0.798,
+        "content_similarity": 0.45,
+        "left_pr_number": 45078,
+        "right_pr_number": 45293,
         "shared_directories": [
-          "src/transformers/models/gpt2",
+          "src/transformers/models/auto",
           "src/transformers/models",
+          "tests/models/auto",
           "src/transformers",
-          "src"
+          "tests/models",
+          "src",
+          "tests"
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-    "representative_title": "[GPT2] Refactor output tracing to use capture_outputs/can_return_tuple decorators",
-    "representative_url": "https://github.com/huggingface/transformers/pull/44059",
+    "representative_pr_number": 45078,
+    "representative_title": "throw error when conversion required",
+    "representative_url": "https://github.com/huggingface/transformers/pull/45078",
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       "src/transformers/models"
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     "shared_filenames": [
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     ],
-    "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
-    "title": "Scope: [GPT2] Refactor output tracing to use capture_outputs/can_return_tuple decorators"
+    "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": [
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       "Cyrilvallez",
       "yonigozlan"
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@@ -2079,10 +1986,11 @@
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-          "src/transformers/core_model_loading.py"
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     ],
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+      "tests/utils/test_core_model_loading.py",
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     ],
-    "summary": "3 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`; representative PR #44974.",
+    "summary": "3 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`, `tests/test_modeling_common.py`; representative PR #44974.",
     "title": "Scope: Refactor core_model_loading to support FSDP shard-on-read loading"
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+    "shared_filenames": [
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+    "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)"
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-      44558,
-      44682
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+      44872,
+      45389
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     "recent_pr_numbers": [
-      44558,
-      44682
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+      45389
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-    "representative_title": "fix: wrapped TypeAdpater in string literals (for now)",
-    "representative_url": "https://github.com/huggingface/transformers/pull/43836",
+    "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": [
-      "src/transformers/cli"
+      "src/transformers/generation"
     ],
     "shared_filenames": [
-      "src/transformers/cli/serve.py"
+      "src/transformers/generation/utils.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)"
+    "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": [
-      "Sid-V5",
-      "pdwi2020"
+      "JokeYoonic",
+      "lakprigan"
     ],
-    "average_similarity": 0.525,
-    "cluster_id": "pr-scope-43997-3",
+    "average_similarity": 0.571,
+    "cluster_id": "pr-scope-44015-3",
     "kind": "pr_scope",
-    "last_activity_at": "2026-02-19T15:49:49Z",
+    "last_activity_at": "2026-03-18T17:16:49Z",
     "outside_window_prs": [
       {
-        "additions": 12,
-        "author": "karthiksuki",
-        "changed_files": 1,
-        "created_at": "2026-02-14T19:57:54Z",
-        "deletions": 45,
+        "additions": 95,
+        "author": "akashadsare",
+        "changed_files": 3,
+        "created_at": "2026-02-15T18:07:11Z",
+        "deletions": 231,
         "draft": false,
-        "files_url": "https://github.com/huggingface/transformers/pull/43997/files",
-        "html_url": "https://github.com/huggingface/transformers/pull/43997",
+        "files_url": "https://github.com/huggingface/transformers/pull/44015/files",
+        "html_url": "https://github.com/huggingface/transformers/pull/44015",
         "merged": false,
-        "number": 43997,
+        "number": 44015,
         "state": "open",
-        "title": "Migrate RegNet to standardized output tracing",
-        "updated_at": "2026-02-14T20:10:22Z"
+        "title": "Refactor GPT2-based models to standardized output collection interface",
+        "updated_at": "2026-02-15T18:13:56Z"
       }
     ],
     "pairwise": [
       {
-        "breadth_similarity": 0.333,
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+        "breadth_similarity": 1.0,
+        "concentration_similarity": 1.0,
+        "content_similarity": 0.754,
+        "left_pr_number": 44059,
+        "right_pr_number": 44676,
         "shared_directories": [
-          "src/transformers/models/resnet",
+          "src/transformers/models/gpt2",
           "src/transformers/models",
           "src/transformers",
           "src"
         ],
         "shared_filenames": [
-          "src/transformers/models/resnet/modeling_resnet.py"
+          "src/transformers/models/gpt2/modeling_gpt2.py"
         ],
-        "similarity": 0.688,
-        "size_similarity": 0.94
+        "similarity": 0.687,
+        "size_similarity": 0.062
       },
       {
         "breadth_similarity": 0.333,
-        "concentration_similarity": 0.548,
-        "content_similarity": 0.653,
-        "left_pr_number": 43997,
-        "right_pr_number": 44007,
+        "concentration_similarity": 0.488,
+        "content_similarity": 0.673,
+        "left_pr_number": 44015,
+        "right_pr_number": 44059,
         "shared_directories": [
-          "src/transformers/models/regnet",
+          "src/transformers/models/gpt2",
           "src/transformers/models",
           "src/transformers",
           "src"
         ],
         "shared_filenames": [
-          "src/transformers/models/regnet/modeling_regnet.py"
+          "src/transformers/models/gpt2/modeling_gpt2.py"
         ],
-        "similarity": 0.619,
-        "size_similarity": 0.679
+        "similarity": 0.61,
+        "size_similarity": 0.543
       },
       {
-        "breadth_similarity": 1.0,
-        "concentration_similarity": 1.0,
-        "content_similarity": 0.013,
-        "left_pr_number": 43997,
-        "right_pr_number": 44019,
+        "breadth_similarity": 0.333,
+        "concentration_similarity": 0.488,
+        "content_similarity": 0.506,
+        "left_pr_number": 44015,
+        "right_pr_number": 44676,
         "shared_directories": [
+          "src/transformers/models/gpt2",
           "src/transformers/models",
           "src/transformers",
           "src"
         ],
-        "shared_filenames": [],
-        "similarity": 0.267,
-        "size_similarity": 0.722
+        "shared_filenames": [
+          "src/transformers/models/gpt2/modeling_gpt2.py"
+        ],
+        "similarity": 0.417,
+        "size_similarity": 0.034
       }
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     "pr_numbers": [
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-      44019
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+      44676
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-    "representative_pr_number": 44007,
-    "representative_title": "[ResNet] Refactor output tracing to decorator-based interface",
-    "representative_url": "https://github.com/huggingface/transformers/pull/44007",
+    "representative_pr_number": 44059,
+    "representative_title": "[GPT2] Refactor output tracing to use capture_outputs/can_return_tuple decorators",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44059",
     "shared_directories": [
-      "src/transformers/models",
-      "src/transformers/models/regnet",
-      "src/transformers/models/resnet"
+      "src/transformers/models/gpt2",
+      "src/transformers/models"
     ],
     "shared_filenames": [
-      "src/transformers/models/regnet/modeling_regnet.py",
-      "src/transformers/models/resnet/modeling_resnet.py"
+      "src/transformers/models/gpt2/modeling_gpt2.py"
     ],
-    "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"
+    "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
+    "title": "Scope: [GPT2] Refactor output tracing to use capture_outputs/can_return_tuple decorators"
   },
   {
     "authors": [
       "himani27301",
       "hongping-zh"
     ],
-    "average_similarity": 0.373,
+    "average_similarity": 0.374,
     "cluster_id": "pr-scope-33686-3",
     "kind": "pr_scope",
     "last_activity_at": "2026-03-25T11:53:49Z",
@@ -2660,82 +2739,21 @@
     "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"
   },
-  {
-    "authors": [
-      "mtthw13",
-      "yashbora9"
-    ],
-    "average_similarity": 0.989,
-    "cluster_id": "pr-scope-44018-2",
-    "kind": "pr_scope",
-    "last_activity_at": "2026-02-18T08:30:32Z",
-    "outside_window_prs": [],
-    "pairwise": [
-      {
-        "breadth_similarity": 1.0,
-        "concentration_similarity": 0.999,
-        "content_similarity": 0.998,
-        "left_pr_number": 44018,
-        "right_pr_number": 44068,
-        "shared_directories": [
-          "src/transformers/models/gpt_neo",
-          "src/transformers/models",
-          "tests/models/gpt_neo",
-          "src/transformers",
-          "tests/models",
-          "src",
-          "tests"
-        ],
-        "shared_filenames": [
-          "src/transformers/models/gpt_neo/modeling_gpt_neo.py",
-          "tests/models/gpt_neo/test_modeling_gpt_neo.py"
-        ],
-        "similarity": 0.989,
-        "size_similarity": 0.932
-      }
-    ],
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-    "pr_numbers": [
-      44018,
-      44068
-    ],
-    "recent_pr_count": 2,
-    "recent_pr_numbers": [
-      44018,
-      44068
-    ],
-    "representative_pr_number": 44018,
-    "representative_title": "Refactor GPT-Neo output tracing to use capture_outputs/can_return_tuple",
-    "representative_url": "https://github.com/huggingface/transformers/pull/44018",
-    "shared_directories": [
-      "src/transformers/models/gpt_neo",
-      "tests/models/gpt_neo",
-      "src/transformers/models",
-      "tests/models",
-      "tests"
-    ],
-    "shared_filenames": [
-      "src/transformers/models/gpt_neo/modeling_gpt_neo.py",
-      "tests/models/gpt_neo/test_modeling_gpt_neo.py"
-    ],
-    "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"
-  },
   {
     "authors": [
       "Qubitium",
       "remi-or"
     ],
-    "average_similarity": 0.648,
+    "average_similarity": 0.649,
     "cluster_id": "pr-scope-45274-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-15T01:41:00Z",
+    "last_activity_at": "2026-04-16T10:19:54Z",
     "outside_window_prs": [],
     "pairwise": [
       {
         "breadth_similarity": 0.607,
-        "concentration_similarity": 0.781,
-        "content_similarity": 0.63,
+        "concentration_similarity": 0.782,
+        "content_similarity": 0.631,
         "left_pr_number": 45274,
         "right_pr_number": 45323,
         "shared_directories": [
@@ -2752,8 +2770,8 @@
           "src/transformers/generation/continuous_batching/utils.py",
           "tests/generation/test_continuous_batching.py"
         ],
-        "similarity": 0.648,
-        "size_similarity": 0.713
+        "similarity": 0.649,
+        "size_similarity": 0.715
       }
     ],
     "pr_count": 2,
@@ -2828,14 +2846,67 @@
     "representative_title": "[XLM] Refactor output tracing to align with capture_outputs standardized architecture",
     "representative_url": "https://github.com/huggingface/transformers/pull/44101",
     "shared_directories": [
-      "src/transformers/models/flaubert",
-      "src/transformers/models"
+      "src/transformers/models/flaubert",
+      "src/transformers/models"
+    ],
+    "shared_filenames": [
+      "src/transformers/models/flaubert/modeling_flaubert.py"
+    ],
+    "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"
+  },
+  {
+    "authors": [
+      "qgallouedec",
+      "umbilnm"
+    ],
+    "average_similarity": 0.506,
+    "cluster_id": "pr-scope-44543-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-04-16T13:25:49Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
+        "breadth_similarity": 0.75,
+        "concentration_similarity": 0.802,
+        "content_similarity": 0.487,
+        "left_pr_number": 44543,
+        "right_pr_number": 45422,
+        "shared_directories": [
+          "src/transformers",
+          "src",
+          "tests"
+        ],
+        "shared_filenames": [
+          "src/transformers/processing_utils.py",
+          "tests/test_processing_common.py"
+        ],
+        "similarity": 0.506,
+        "size_similarity": 0.331
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
+      44543,
+      45422
+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      44543,
+      45422
+    ],
+    "representative_pr_number": 44543,
+    "representative_title": "Fix assistant_masks for multimodal inputs in apply_chat_template",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44543",
+    "shared_directories": [
+      "tests"
     ],
     "shared_filenames": [
-      "src/transformers/models/flaubert/modeling_flaubert.py"
+      "tests/test_processing_common.py",
+      "src/transformers/processing_utils.py"
     ],
-    "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"
+    "summary": "2 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #44543.",
+    "title": "Scope: Fix assistant_masks for multimodal inputs in apply_chat_template"
   },
   {
     "authors": [
@@ -2888,64 +2959,11 @@
     "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.",
     "title": "Scope: [`auto_docstring`] needs to be only run on __doc__ "
   },
-  {
-    "authors": [
-      "qgallouedec",
-      "umbilnm"
-    ],
-    "average_similarity": 0.501,
-    "cluster_id": "pr-scope-44543-2",
-    "kind": "pr_scope",
-    "last_activity_at": "2026-04-14T16:08:31Z",
-    "outside_window_prs": [],
-    "pairwise": [
-      {
-        "breadth_similarity": 0.75,
-        "concentration_similarity": 0.802,
-        "content_similarity": 0.48,
-        "left_pr_number": 44543,
-        "right_pr_number": 45422,
-        "shared_directories": [
-          "src/transformers",
-          "src",
-          "tests"
-        ],
-        "shared_filenames": [
-          "src/transformers/processing_utils.py",
-          "tests/test_processing_common.py"
-        ],
-        "similarity": 0.501,
-        "size_similarity": 0.331
-      }
-    ],
-    "pr_count": 2,
-    "pr_numbers": [
-      44543,
-      45422
-    ],
-    "recent_pr_count": 2,
-    "recent_pr_numbers": [
-      44543,
-      45422
-    ],
-    "representative_pr_number": 44543,
-    "representative_title": "Fix assistant_masks for multimodal inputs in apply_chat_template",
-    "representative_url": "https://github.com/huggingface/transformers/pull/44543",
-    "shared_directories": [
-      "tests"
-    ],
-    "shared_filenames": [
-      "tests/test_processing_common.py",
-      "src/transformers/processing_utils.py"
-    ],
-    "summary": "2 open PRs share weighted file overlap around `tests/test_processing_common.py`, `src/transformers/processing_utils.py`; representative PR #44543.",
-    "title": "Scope: Fix assistant_masks for multimodal inputs in apply_chat_template"
-  },
   {
     "authors": [
       "eladsegal"
     ],
-    "average_similarity": 0.495,
+    "average_similarity": 0.496,
     "cluster_id": "pr-scope-45332-2",
     "kind": "pr_scope",
     "last_activity_at": "2026-04-15T04:50:09Z",
@@ -2954,7 +2972,7 @@
       {
         "breadth_similarity": 0.479,
         "concentration_similarity": 0.945,
-        "content_similarity": 0.526,
+        "content_similarity": 0.527,
         "left_pr_number": 45332,
         "right_pr_number": 45333,
         "shared_directories": [
@@ -2971,7 +2989,7 @@
           "tests/heterogeneity/__init__.py",
           "tests/heterogeneity/test_configuration_utils.py"
         ],
-        "similarity": 0.495,
+        "similarity": 0.496,
         "size_similarity": 0.215
       }
     ],
@@ -3005,114 +3023,127 @@
   },
   {
     "authors": [
-      "MaybeSam05",
-      "NielsRogge"
+      "tarekziade"
     ],
-    "average_similarity": 0.411,
-    "cluster_id": "pr-scope-44385-2",
+    "average_similarity": 0.429,
+    "cluster_id": "pr-scope-44988-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-03-12T10:33:43Z",
+    "last_activity_at": "2026-04-16T17:09:22Z",
     "outside_window_prs": [],
     "pairwise": [
       {
-        "breadth_similarity": 0.667,
-        "concentration_similarity": 1.0,
-        "content_similarity": 0.341,
-        "left_pr_number": 44385,
-        "right_pr_number": 44615,
+        "breadth_similarity": 0.505,
+        "concentration_similarity": 0.735,
+        "content_similarity": 0.43,
+        "left_pr_number": 44988,
+        "right_pr_number": 45475,
         "shared_directories": [
-          "src/transformers/utils",
-          "src/transformers",
-          "src"
+          "docs/source/en",
+          "docs/source",
+          "tests/repo_utils",
+          "utils/mlinter",
+          "docs",
+          "tests",
+          "utils"
         ],
         "shared_filenames": [
-          "src/transformers/utils/import_utils.py"
+          "docs/source/en/modeling_rules.md",
+          "tests/repo_utils/test_mlinter.py",
+          "utils/mlinter/mlinter.py",
+          "utils/mlinter/rules.toml"
         ],
-        "similarity": 0.411,
-        "size_similarity": 0.371
+        "similarity": 0.429,
+        "size_similarity": 0.272
       }
     ],
     "pr_count": 2,
     "pr_numbers": [
-      44385,
-      44615
+      44988,
+      45475
     ],
     "recent_pr_count": 2,
     "recent_pr_numbers": [
-      44385,
-      44615
+      44988,
+      45475
     ],
-    "representative_pr_number": 44385,
-    "representative_title": "Fix make check-repo",
-    "representative_url": "https://github.com/huggingface/transformers/pull/44385",
+    "representative_pr_number": 44988,
+    "representative_title": "typing: rule 15 - checks for tie_word_embeddings presence",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44988",
     "shared_directories": [
-      "src/transformers/utils"
+      "docs/source/en",
+      "tests/repo_utils",
+      "utils/mlinter",
+      "docs/source",
+      "utils",
+      "docs",
+      "tests"
     ],
     "shared_filenames": [
-      "src/transformers/utils/import_utils.py"
+      "docs/source/en/modeling_rules.md",
+      "tests/repo_utils/test_mlinter.py",
+      "utils/mlinter/rules.toml",
+      "utils/mlinter/mlinter.py"
     ],
-    "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44385.",
-    "title": "Scope: Fix make check-repo"
+    "summary": "2 open PRs share weighted file overlap around `docs/source/en/modeling_rules.md`, `tests/repo_utils/test_mlinter.py`, `utils/mlinter/rules.toml`; representative PR #44988.",
+    "title": "Scope: typing: rule 15 - checks for tie_word_embeddings presence"
   },
   {
     "authors": [
-      "AmineDiro",
-      "sywangyi"
+      "MaybeSam05",
+      "NielsRogge"
     ],
-    "average_similarity": 0.409,
-    "cluster_id": "pr-scope-45279-2",
+    "average_similarity": 0.411,
+    "cluster_id": "pr-scope-44385-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-15T14:57:41Z",
+    "last_activity_at": "2026-03-12T10:33:43Z",
     "outside_window_prs": [],
     "pairwise": [
       {
         "breadth_similarity": 0.667,
-        "concentration_similarity": 0.911,
-        "content_similarity": 0.319,
-        "left_pr_number": 45279,
-        "right_pr_number": 45436,
+        "concentration_similarity": 1.0,
+        "content_similarity": 0.341,
+        "left_pr_number": 44385,
+        "right_pr_number": 44615,
         "shared_directories": [
-          "src/transformers/integrations",
-          "src/transformers/models",
+          "src/transformers/utils",
           "src/transformers",
           "src"
         ],
         "shared_filenames": [
-          "src/transformers/integrations/tensor_parallel.py"
+          "src/transformers/utils/import_utils.py"
         ],
-        "similarity": 0.409,
-        "size_similarity": 0.49
+        "similarity": 0.411,
+        "size_similarity": 0.371
       }
     ],
     "pr_count": 2,
     "pr_numbers": [
-      45279,
-      45436
+      44385,
+      44615
     ],
     "recent_pr_count": 2,
     "recent_pr_numbers": [
-      45279,
-      45436
+      44385,
+      44615
     ],
-    "representative_pr_number": 45279,
-    "representative_title": "add expert parallelism for gemma-4-26B-A4B-it",
-    "representative_url": "https://github.com/huggingface/transformers/pull/45279",
+    "representative_pr_number": 44385,
+    "representative_title": "Fix make check-repo",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44385",
     "shared_directories": [
-      "src/transformers/integrations",
-      "src/transformers/models"
+      "src/transformers/utils"
     ],
     "shared_filenames": [
-      "src/transformers/integrations/tensor_parallel.py"
+      "src/transformers/utils/import_utils.py"
     ],
-    "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/tensor_parallel.py`; representative PR #45279.",
-    "title": "Scope: add expert parallelism for gemma-4-26B-A4B-it"
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44385.",
+    "title": "Scope: Fix make check-repo"
   },
   {
     "authors": [
       "itazap",
       "knQzx"
     ],
-    "average_similarity": 0.402,
+    "average_similarity": 0.409,
     "cluster_id": "pr-scope-44606-2",
     "kind": "pr_scope",
     "last_activity_at": "2026-03-28T16:37:49Z",
@@ -3121,7 +3152,7 @@
       {
         "breadth_similarity": 1.0,
         "concentration_similarity": 1.0,
-        "content_similarity": 0.312,
+        "content_similarity": 0.322,
         "left_pr_number": 44606,
         "right_pr_number": 45086,
         "shared_directories": [
@@ -3131,7 +3162,7 @@
         "shared_filenames": [
           "src/transformers/tokenization_utils_tokenizers.py"
         ],
-        "similarity": 0.402,
+        "similarity": 0.409,
         "size_similarity": 0.222
       }
     ],
@@ -3157,68 +3188,64 @@
   },
   {
     "authors": [
-      "SunMarc",
-      "qgallouedec"
+      "leaderofARS",
+      "tarekziade"
     ],
-    "average_similarity": 0.391,
-    "cluster_id": "pr-scope-45443-2",
+    "average_similarity": 0.4,
+    "cluster_id": "pr-scope-44369-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-15T20:42:24Z",
+    "last_activity_at": "2026-03-30T11:30:04Z",
     "outside_window_prs": [],
     "pairwise": [
       {
-        "breadth_similarity": 0.533,
-        "concentration_similarity": 0.637,
-        "content_similarity": 0.41,
-        "left_pr_number": 45443,
-        "right_pr_number": 45463,
+        "breadth_similarity": 0.625,
+        "concentration_similarity": 0.919,
+        "content_similarity": 0.244,
+        "left_pr_number": 44369,
+        "right_pr_number": 45114,
         "shared_directories": [
-          "src/transformers/cli/serving",
-          "src/transformers/cli",
-          "src/transformers",
-          "tests/cli",
-          "src",
-          "tests"
+          "docs/source/en/tasks",
+          "docs/source/en",
+          "docs/source",
+          "docs"
         ],
         "shared_filenames": [
-          "src/transformers/cli/serving/utils.py",
-          "tests/cli/test_serve.py"
+          "docs/source/en/tasks/zero_shot_object_detection.md"
         ],
-        "similarity": 0.391,
-        "size_similarity": 0.122
+        "similarity": 0.4,
+        "size_similarity": 0.808
       }
     ],
     "pr_count": 2,
     "pr_numbers": [
-      45443,
-      45463
+      44369,
+      45114
     ],
     "recent_pr_count": 2,
     "recent_pr_numbers": [
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-      45463
+      44369,
+      45114
     ],
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-    "representative_title": "Raise 400 on model mismatch when `transformers serve` is pinned",
-    "representative_url": "https://github.com/huggingface/transformers/pull/45443",
+    "representative_pr_number": 44369,
+    "representative_title": "Feature/integrations docs fix",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44369",
     "shared_directories": [
-      "src/transformers/cli/serving",
-      "src/transformers/cli",
-      "tests/cli",
-      "tests"
+      "docs/source/en/tasks",
+      "docs/source/en",
+      "docs/source",
+      "docs"
     ],
     "shared_filenames": [
-      "src/transformers/cli/serving/utils.py",
-      "tests/cli/test_serve.py"
+      "docs/source/en/tasks/zero_shot_object_detection.md"
     ],
-    "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"
+    "summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.",
+    "title": "Scope: Feature/integrations docs fix"
   },
   {
     "authors": [
       "dagecko"
     ],
-    "average_similarity": 0.529,
+    "average_similarity": 0.527,
     "cluster_id": "pr-scope-42975-3",
     "kind": "pr_scope",
     "last_activity_at": "2026-03-27T22:20:56Z",
@@ -3258,7 +3285,7 @@
       {
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         "concentration_similarity": 1.0,
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         "right_pr_number": 45077,
         "shared_directories": [
@@ -3277,13 +3304,13 @@
           ".github/workflows/release.yml",
           ".github/workflows/trufflehog.yml"
         ],
-        "similarity": 0.681,
+        "similarity": 0.679,
         "size_similarity": 0.731
       },
       {
         "breadth_similarity": 0.659,
         "concentration_similarity": 1.0,
-        "content_similarity": 0.522,
+        "content_similarity": 0.519,
         "left_pr_number": 42976,
         "right_pr_number": 45077,
         "shared_directories": [
@@ -3297,13 +3324,13 @@
           ".github/workflows/build-past-ci-docker-images.yml",
           ".github/workflows/release-conda.yml"
         ],
-        "similarity": 0.492,
+        "similarity": 0.49,
         "size_similarity": 0.074
       },
       {
         "breadth_similarity": 0.606,
         "concentration_similarity": 1.0,
-        "content_similarity": 0.412,
+        "content_similarity": 0.408,
         "left_pr_number": 42975,
         "right_pr_number": 42976,
         "shared_directories": [
@@ -3319,7 +3346,7 @@
           ".github/workflows/new_model_pr_merged_notification.yml",
           ".github/workflows/release-conda.yml"
         ],
-        "similarity": 0.414,
+        "similarity": 0.411,
         "size_similarity": 0.101
       }
     ],
@@ -3463,6 +3490,81 @@
     "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": [
+      "mtthw13"
+    ],
+    "average_similarity": 0.989,
+    "cluster_id": "pr-scope-44018-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-02-18T08:30:32Z",
+    "outside_window_prs": [
+      {
+        "additions": 41,
+        "author": "yashbora9",
+        "changed_files": 2,
+        "created_at": "2026-02-15T19:35:06Z",
+        "deletions": 109,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/transformers/pull/44018/files",
+        "html_url": "https://github.com/huggingface/transformers/pull/44018",
+        "merged": false,
+        "number": 44018,
+        "state": "open",
+        "title": "Refactor GPT-Neo output tracing to use capture_outputs/can_return_tuple",
+        "updated_at": "2026-02-16T20:33:37Z"
+      }
+    ],
+    "pairwise": [
+      {
+        "breadth_similarity": 1.0,
+        "concentration_similarity": 0.999,
+        "content_similarity": 0.998,
+        "left_pr_number": 44018,
+        "right_pr_number": 44068,
+        "shared_directories": [
+          "src/transformers/models/gpt_neo",
+          "src/transformers/models",
+          "tests/models/gpt_neo",
+          "src/transformers",
+          "tests/models",
+          "src",
+          "tests"
+        ],
+        "shared_filenames": [
+          "src/transformers/models/gpt_neo/modeling_gpt_neo.py",
+          "tests/models/gpt_neo/test_modeling_gpt_neo.py"
+        ],
+        "similarity": 0.989,
+        "size_similarity": 0.932
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
+      44018,
+      44068
+    ],
+    "recent_pr_count": 1,
+    "recent_pr_numbers": [
+      44068
+    ],
+    "representative_pr_number": 44018,
+    "representative_title": "Refactor GPT-Neo output tracing to use capture_outputs/can_return_tuple",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44018",
+    "shared_directories": [
+      "src/transformers/models/gpt_neo",
+      "tests/models/gpt_neo",
+      "src/transformers/models",
+      "tests/models",
+      "tests"
+    ],
+    "shared_filenames": [
+      "src/transformers/models/gpt_neo/modeling_gpt_neo.py",
+      "tests/models/gpt_neo/test_modeling_gpt_neo.py"
+    ],
+    "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"
+  },
   {
     "authors": [
       "zucchini-nlp"
@@ -3587,7 +3689,7 @@
       {
         "breadth_similarity": 0.886,
         "concentration_similarity": 0.93,
-        "content_similarity": 0.721,
+        "content_similarity": 0.722,
         "left_pr_number": 36895,
         "right_pr_number": 44375,
         "shared_directories": [
@@ -3657,10 +3759,10 @@
     "authors": [
       "casinca"
     ],
-    "average_similarity": 0.68,
+    "average_similarity": 0.685,
     "cluster_id": "pr-scope-43020-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-15T18:35:49Z",
+    "last_activity_at": "2026-04-16T14:50:26Z",
     "outside_window_prs": [
       {
         "additions": 1172,
@@ -3681,8 +3783,8 @@
     "pairwise": [
       {
         "breadth_similarity": 0.661,
-        "concentration_similarity": 0.9,
-        "content_similarity": 0.696,
+        "concentration_similarity": 0.885,
+        "content_similarity": 0.697,
         "left_pr_number": 43020,
         "right_pr_number": 45144,
         "shared_directories": [
@@ -3705,8 +3807,8 @@
           "tests/models/mimo_v2_flash/__init__.py",
           "tests/models/mimo_v2_flash/test_modeling_mimo_v2_flash.py"
         ],
-        "similarity": 0.68,
-        "size_similarity": 0.545
+        "similarity": 0.685,
+        "size_similarity": 0.58
       }
     ],
     "pr_count": 2,
@@ -3742,14 +3844,81 @@
     "summary": "2 open PRs share weighted file overlap around `src/transformers/models/mimo_v2_flash/__init__.py`, `src/transformers/models/mimo_v2_flash/configuration_mimo_v2_flash.py`, `src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py`; representative PR #43020.",
     "title": "Scope: Add mimo v2 flash"
   },
+  {
+    "authors": [
+      "SunMarc"
+    ],
+    "average_similarity": 0.673,
+    "cluster_id": "pr-scope-43747-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-04-16T15:34:33Z",
+    "outside_window_prs": [
+      {
+        "additions": 52,
+        "author": "colldata79",
+        "changed_files": 2,
+        "created_at": "2026-02-04T21:25:10Z",
+        "deletions": 23,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/transformers/pull/43747/files",
+        "html_url": "https://github.com/huggingface/transformers/pull/43747",
+        "merged": false,
+        "number": 43747,
+        "state": "open",
+        "title": "Remove CompressedLinear support for compressed-tensors > 0.13",
+        "updated_at": "2026-02-05T18:30:27Z"
+      }
+    ],
+    "pairwise": [
+      {
+        "breadth_similarity": 1.0,
+        "concentration_similarity": 0.751,
+        "content_similarity": 0.622,
+        "left_pr_number": 43747,
+        "right_pr_number": 45480,
+        "shared_directories": [
+          "tests/quantization/compressed_tensors_integration",
+          "tests/quantization",
+          "tests"
+        ],
+        "shared_filenames": [
+          "tests/quantization/compressed_tensors_integration/test_compressed_models.py"
+        ],
+        "similarity": 0.673,
+        "size_similarity": 0.664
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
+      43747,
+      45480
+    ],
+    "recent_pr_count": 1,
+    "recent_pr_numbers": [
+      45480
+    ],
+    "representative_pr_number": 43747,
+    "representative_title": "Remove CompressedLinear support for compressed-tensors > 0.13",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43747",
+    "shared_directories": [
+      "tests/quantization/compressed_tensors_integration",
+      "tests/quantization",
+      "tests"
+    ],
+    "shared_filenames": [
+      "tests/quantization/compressed_tensors_integration/test_compressed_models.py"
+    ],
+    "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"
+  },
   {
     "authors": [
       "GitGlimpse895"
     ],
-    "average_similarity": 0.543,
+    "average_similarity": 0.541,
     "cluster_id": "pr-scope-43085-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-14T03:23:23Z",
+    "last_activity_at": "2026-04-16T10:37:20Z",
     "outside_window_prs": [
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@@ -3770,8 +3939,8 @@
     "pairwise": [
       {
         "breadth_similarity": 0.7,
-        "concentration_similarity": 0.608,
-        "content_similarity": 0.621,
+        "concentration_similarity": 0.575,
+        "content_similarity": 0.615,
         "left_pr_number": 43085,
         "right_pr_number": 45384,
         "shared_directories": [
@@ -3785,8 +3954,8 @@
           "src/transformers/generation/stopping_criteria.py",
           "tests/generation/test_stopping_criteria.py"
         ],
-        "similarity": 0.543,
-        "size_similarity": 0.048
+        "similarity": 0.541,
+        "size_similarity": 0.081
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     ],
     "pr_count": 2,
@@ -3817,7 +3986,7 @@
     "authors": [
       "songyuc"
     ],
-    "average_similarity": 0.469,
+    "average_similarity": 0.473,
     "cluster_id": "pr-scope-43665-2",
     "kind": "pr_scope",
     "last_activity_at": "2026-04-12T15:05:10Z",
@@ -3842,7 +4011,7 @@
       {
         "breadth_similarity": 1.0,
         "concentration_similarity": 0.822,
-        "content_similarity": 0.34,
+        "content_similarity": 0.346,
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         "right_pr_number": 45385,
         "shared_directories": [
@@ -3853,7 +4022,7 @@
         "shared_filenames": [
           "tests/models/clip/test_modeling_clip.py"
         ],
-        "similarity": 0.469,
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@@ -3887,7 +4056,7 @@
     "average_similarity": 0.46,
     "cluster_id": "pr-scope-41356-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-15T17:06:41Z",
+    "last_activity_at": "2026-04-16T06:56:04Z",
     "outside_window_prs": [
       {
         "additions": 512,
@@ -3908,7 +4077,7 @@
     "pairwise": [
       {
         "breadth_similarity": 0.5,
-        "concentration_similarity": 0.96,
+        "concentration_similarity": 0.963,
         "content_similarity": 0.499,
         "left_pr_number": 41356,
         "right_pr_number": 44339,
@@ -3998,7 +4167,7 @@
       {
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         "concentration_similarity": 0.969,
-        "content_similarity": 0.478,
+        "content_similarity": 0.479,
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         "right_pr_number": 45413,
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