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"
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-      "src/transformers/generation/utils.py"
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-    "summary": "6 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. "
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-      "Zephyr-Blessed",
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-    "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gptj/modeling_gptj.py`, `src/transformers/models/codegen/modeling_codegen.py`; representative PR #44722.",
-    "title": "Scope: Refactor gptj output tracing to use standardized decorators"
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-      "JokeYoonic",
-      "akashadsare",
-      "lakprigan"
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-          "src/transformers/models",
-          "src/transformers",
-          "src"
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-      "src/transformers/models/gpt2/modeling_gpt2.py"
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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"
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-      "ArthurZucker",
-      "itazap",
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-      "src/transformers/tokenization_utils_tokenizers.py"
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-    "summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #45086.",
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-      "src/transformers/models",
-      "src/transformers/models/regnet",
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-    "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"
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-    "representative_title": "throw error when conversion required",
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-      "tests/models/auto",
-      "tests/models",
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-      "src/transformers/models/auto/tokenization_auto.py"
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-    "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"
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-    "representative_title": "Make Gemma4ClippableLinear inherit from nn.Linear for PEFT/LoRA compatibility",
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-      "src/transformers/models/gemma4/modeling_gemma4.py",
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-    "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gemma4/modeling_gemma4.py`, `src/transformers/models/gemma4/modular_gemma4.py`; representative PR #45388.",
-    "title": "Scope: Make Gemma4ClippableLinear inherit from nn.Linear for PEFT/LoRA compatibility"
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-        "left_pr_number": 44889,
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-    "shared_filenames": [
-      "src/transformers/trainer.py"
-    ],
-    "summary": "3 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44981.",
-    "title": "Scope: Trainer: set skip_logits for loss-only eval when liger enabled"
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-      "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
-      "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py",
-      "src/transformers/models/video_llama_3/modeling_video_llama_3.py",
-      "src/transformers/models/video_llama_3/modular_video_llama_3.py",
-      "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py"
-    ],
-    "summary": "2 open PRs share weighted file overlap around `src/transformers/models/glm_ocr/modular_glm_ocr.py`, `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #44157.",
-    "title": "Scope: Use correct mask for packed inputs in Qwen-VL "
-  },
-  {
-    "authors": [
-      "aman-coder03",
-      "dtiourine"
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-        "shared_directories": [
-          "src/transformers/models/flaubert",
-          "src/transformers/models",
-          "src/transformers",
-          "src"
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-        "shared_filenames": [
-          "src/transformers/models/flaubert/modeling_flaubert.py"
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-      44101,
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-    "recent_pr_numbers": [
-      44101,
-      44116
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-    "representative_pr_number": 44101,
-    "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"
-    ],
-    "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"
-  },
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-      "qgallouedec",
-      "umbilnm"
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-    "recent_pr_numbers": [
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-      "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"
-  },
-  {
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-      "ArthurZucker",
-      "FaizanImran-blip"
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-    "kind": "pr_scope",
-    "last_activity_at": "2026-03-31T10:44:40Z",
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-          "src/transformers/utils",
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-    "recent_pr_numbers": [
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-    "representative_pr_number": 45056,
-    "representative_title": "[`auto_docstring`] needs to be only run on __doc__ ",
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-      "src/transformers/utils"
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-      "src/transformers/utils/auto_docstring.py"
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-    "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": [
-      "Talhax55z",
-      "vimal-crypto"
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-    "last_activity_at": "2026-04-11T08:38:42Z",
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-      {
-        "breadth_similarity": 0.5,
-        "concentration_similarity": 0.55,
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-        "left_pr_number": 44594,
-        "right_pr_number": 45223,
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-          "src/transformers/pipelines",
-          "src/transformers",
-          "src"
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-        "shared_filenames": [
-          "src/transformers/pipelines/object_detection.py"
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-      45223
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-      "src/transformers/pipelines"
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-    "shared_filenames": [
-      "src/transformers/pipelines/object_detection.py"
-    ],
-    "summary": "2 open PRs share weighted file overlap around `src/transformers/pipelines/object_detection.py`; representative PR #44594.",
-    "title": "Scope: [Pipeline] Add top_k, label filtering, box_format and score sorting to ObjectDetectionPipeline"
-  },
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-      "eladsegal"
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-          "src/transformers/heterogeneity",
-          "src/transformers",
-          "tests/heterogeneity",
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-          "tests"
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-          "src/transformers/heterogeneity/__init__.py",
-          "src/transformers/heterogeneity/configuration_utils.py",
-          "tests/heterogeneity/__init__.py",
-          "tests/heterogeneity/test_configuration_utils.py"
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-      45333
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-    "representative_title": "Add heterogeneous model support (per-layer config and modeling)",
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-      "src/transformers/heterogeneity",
-      "tests/heterogeneity",
-      "tests"
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-    "shared_filenames": [
-      "src/transformers/heterogeneity/__init__.py",
-      "src/transformers/heterogeneity/configuration_utils.py",
-      "tests/heterogeneity/__init__.py",
-      "tests/heterogeneity/test_configuration_utils.py",
-      "src/transformers/configuration_utils.py"
-    ],
-    "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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-      "w4nderlust"
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-          "src/transformers/models",
-          "src/transformers",
-          "src"
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-      45279
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-    "representative_pr_number": 45207,
-    "representative_title": "[Gemma4] Add docstrings for Per-Layer Embeddings (PLE) pipeline",
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-      "src/transformers/models/gemma4",
-      "src/transformers/models"
-    ],
-    "shared_filenames": [
-      "src/transformers/models/gemma4/configuration_gemma4.py"
-    ],
-    "summary": "2 open PRs share weighted file overlap around `src/transformers/models/gemma4/configuration_gemma4.py`; representative PR #45207.",
-    "title": "Scope: [Gemma4] Add docstrings for Per-Layer Embeddings (PLE) pipeline"
-  },
-  {
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-      "kashif",
-      "qgallouedec"
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-          "src"
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-    "shared_filenames": [
-      "src/transformers/trainer_callback.py"
-    ],
-    "summary": "2 open PRs share weighted file overlap around `src/transformers/trainer_callback.py`; representative PR #44425.",
-    "title": "Scope: Fix conditional check for float formatting"
-  },
-  {
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-      "NielsRogge"
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-    "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44385.",
-    "title": "Scope: Fix make check-repo"
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-  {
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-          "docs/source/en",
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-      "docs/source/en",
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-    "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"
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-    "representative_pr_number": 44925,
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-    "summary": "2 open PRs share weighted file overlap around `src/transformers/models/qwen2_moe/modular_qwen2_moe.py`, `src/transformers/utils/generic.py`; representative PR #44925.",
-    "title": "Scope: [MOE]  MoE routing capture and replay support"
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+[]