diff --git "a/data/pr_scope_clusters.json" "b/data/pr_scope_clusters.json"
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@@ -1146,421 +1176,184 @@
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@@ -1703,7 +1496,7 @@
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@@ -1769,7 +1562,7 @@
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@@ -1824,211 +1617,298 @@
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-    "title": "Scope: Refactor core_model_loading to support FSDP shard-on-read loading"
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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.",
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+    "title": "Scope: Restore is_torch_fx_available for trust_remote_code backwards compatibility"
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-        "concentration_similarity": 0.554,
-        "content_similarity": 0.409,
-        "left_pr_number": 43656,
-        "right_pr_number": 44558,
+        "concentration_similarity": 0.581,
+        "content_similarity": 0.562,
+        "left_pr_number": 43875,
+        "right_pr_number": 45510,
         "shared_directories": [
-          "src/transformers/cli",
           "src/transformers",
           "src"
         ],
         "shared_filenames": [
-          "src/transformers/cli/serve.py"
+          "src/transformers/cache_utils.py"
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-        "similarity": 0.355,
-        "size_similarity": 0.049
+        "similarity": 0.557,
+        "size_similarity": 0.564
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-        "concentration_similarity": 0.554,
-        "content_similarity": 0.345,
-        "left_pr_number": 43842,
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+        "breadth_similarity": 0.5,
+        "concentration_similarity": 0.581,
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+        "left_pr_number": 43875,
+        "right_pr_number": 44893,
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-          "src/transformers/cli",
           "src/transformers",
           "src"
         ],
         "shared_filenames": [
-          "src/transformers/cli/serve.py"
+          "src/transformers/cache_utils.py"
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+        "size_similarity": 0.581
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+    "pr_count": 3,
     "pr_numbers": [
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-      43836,
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     "recent_pr_numbers": [
-      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"
+      44893,
+      45510
     ],
+    "representative_pr_number": 45510,
+    "representative_title": "cache_utils: fix QuantizedLayer to correctly propagate reorder_cache, crop, and batch ops to quantized buffers",
+    "representative_url": "https://github.com/huggingface/transformers/pull/45510",
+    "shared_directories": [],
     "shared_filenames": [
-      "src/transformers/cli/serve.py"
+      "src/transformers/cache_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": "3 open PRs share weighted file overlap around `src/transformers/cache_utils.py`; representative PR #45510.",
+    "title": "Scope: cache_utils: fix QuantizedLayer to correctly propagate reorder_cache, crop, and batch ops to quantized buffers"
   },
   {
     "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",
@@ -2329,7 +2475,7 @@
       {
         "breadth_similarity": 1.0,
         "concentration_similarity": 1.0,
-        "content_similarity": 0.106,
+        "content_similarity": 0.107,
         "left_pr_number": 44407,
         "right_pr_number": 44550,
         "shared_directories": [
@@ -2338,13 +2484,13 @@
           "docs"
         ],
         "shared_filenames": [],
-        "similarity": 0.367,
+        "similarity": 0.368,
         "size_similarity": 0.957
       },
       {
         "breadth_similarity": 1.0,
         "concentration_similarity": 1.0,
-        "content_similarity": 0.089,
+        "content_similarity": 0.09,
         "left_pr_number": 33686,
         "right_pr_number": 44407,
         "shared_directories": [
@@ -2353,7 +2499,7 @@
           "docs"
         ],
         "shared_filenames": [],
-        "similarity": 0.356,
+        "similarity": 0.357,
         "size_similarity": 0.957
       }
     ],
@@ -2383,229 +2529,235 @@
   },
   {
     "authors": [
-      "Qubitium",
-      "remi-or"
+      "kashif",
+      "sdharani91"
     ],
-    "average_similarity": 0.648,
-    "cluster_id": "pr-scope-45274-2",
+    "average_similarity": 0.686,
+    "cluster_id": "pr-scope-45034-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-17T03:35:07Z",
+    "last_activity_at": "2026-04-19T15:43:06Z",
     "outside_window_prs": [],
     "pairwise": [
       {
-        "breadth_similarity": 0.607,
-        "concentration_similarity": 0.781,
-        "content_similarity": 0.63,
-        "left_pr_number": 45274,
-        "right_pr_number": 45323,
+        "breadth_similarity": 0.633,
+        "concentration_similarity": 0.967,
+        "content_similarity": 0.627,
+        "left_pr_number": 45034,
+        "right_pr_number": 45513,
         "shared_directories": [
-          "src/transformers/generation/continuous_batching",
-          "src/transformers/generation",
+          "src/transformers/models/qwen3_5",
+          "src/transformers/models",
+          "tests/models/qwen3_5",
           "src/transformers",
-          "tests/generation",
+          "tests/models",
           "src",
           "tests"
         ],
         "shared_filenames": [
-          "src/transformers/generation/continuous_batching/continuous_api.py",
-          "src/transformers/generation/continuous_batching/input_outputs.py",
-          "src/transformers/generation/continuous_batching/utils.py",
-          "tests/generation/test_continuous_batching.py"
+          "src/transformers/models/qwen3_5/modeling_qwen3_5.py",
+          "src/transformers/models/qwen3_5/modular_qwen3_5.py",
+          "tests/models/qwen3_5/test_modeling_qwen3_5.py"
         ],
-        "similarity": 0.648,
-        "size_similarity": 0.713
+        "similarity": 0.686,
+        "size_similarity": 0.902
       }
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     "pr_count": 2,
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+      45513
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     "recent_pr_count": 2,
     "recent_pr_numbers": [
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-      45323
+      45034,
+      45513
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-    "representative_pr_number": 45274,
-    "representative_title": "Fix CB Accuracy Regression under FA2",
-    "representative_url": "https://github.com/huggingface/transformers/pull/45274",
+    "representative_pr_number": 45034,
+    "representative_title": "Pass packed boundary metadata to Qwen3.5 linear-attention fast kernels from data collator",
+    "representative_url": "https://github.com/huggingface/transformers/pull/45034",
     "shared_directories": [
-      "src/transformers/generation/continuous_batching",
-      "src/transformers/generation",
-      "tests/generation",
+      "src/transformers/models/qwen3_5",
+      "tests/models/qwen3_5",
+      "src/transformers/models",
+      "tests/models",
       "tests"
     ],
     "shared_filenames": [
-      "src/transformers/generation/continuous_batching/continuous_api.py",
-      "src/transformers/generation/continuous_batching/input_outputs.py",
-      "src/transformers/generation/continuous_batching/utils.py",
-      "tests/generation/test_continuous_batching.py"
+      "tests/models/qwen3_5/test_modeling_qwen3_5.py",
+      "src/transformers/models/qwen3_5/modular_qwen3_5.py",
+      "src/transformers/models/qwen3_5/modeling_qwen3_5.py"
     ],
-    "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/continuous_batching/continuous_api.py`, `src/transformers/generation/continuous_batching/input_outputs.py`, `src/transformers/generation/continuous_batching/utils.py`; representative PR #45274.",
-    "title": "Scope: Fix CB Accuracy Regression under FA2"
+    "summary": "2 open PRs share weighted file overlap around `tests/models/qwen3_5/test_modeling_qwen3_5.py`, `src/transformers/models/qwen3_5/modular_qwen3_5.py`, `src/transformers/models/qwen3_5/modeling_qwen3_5.py`; representative PR #45034.",
+    "title": "Scope: Pass packed boundary metadata to Qwen3.5 linear-attention fast kernels from data collator"
   },
   {
     "authors": [
-      "aman-coder03",
-      "dtiourine"
+      "SunMarc",
+      "qgallouedec"
     ],
-    "average_similarity": 0.55,
-    "cluster_id": "pr-scope-44101-2",
+    "average_similarity": 0.523,
+    "cluster_id": "pr-scope-45443-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-02-19T08:08:33Z",
+    "last_activity_at": "2026-04-20T09:18:51Z",
     "outside_window_prs": [],
     "pairwise": [
       {
-        "breadth_similarity": 0.5,
-        "concentration_similarity": 0.507,
-        "content_similarity": 0.61,
-        "left_pr_number": 44101,
-        "right_pr_number": 44116,
+        "breadth_similarity": 0.75,
+        "concentration_similarity": 0.767,
+        "content_similarity": 0.578,
+        "left_pr_number": 45443,
+        "right_pr_number": 45485,
         "shared_directories": [
-          "src/transformers/models/flaubert",
-          "src/transformers/models",
+          "src/transformers/cli/serving",
+          "src/transformers/cli",
           "src/transformers",
-          "src"
+          "tests/cli",
+          "src",
+          "tests"
         ],
         "shared_filenames": [
-          "src/transformers/models/flaubert/modeling_flaubert.py"
+          "src/transformers/cli/serving/utils.py",
+          "tests/cli/test_serve.py"
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     "pr_count": 2,
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+      45485
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     "recent_pr_numbers": [
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-      44116
+      45443,
+      45485
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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",
+    "representative_pr_number": 45443,
+    "representative_title": "Raise 400 on model mismatch when `transformers serve` is pinned",
+    "representative_url": "https://github.com/huggingface/transformers/pull/45443",
     "shared_directories": [
-      "src/transformers/models/flaubert",
-      "src/transformers/models"
+      "src/transformers/cli/serving",
+      "src/transformers/cli",
+      "tests/cli",
+      "tests"
     ],
     "shared_filenames": [
-      "src/transformers/models/flaubert/modeling_flaubert.py"
+      "src/transformers/cli/serving/utils.py",
+      "tests/cli/test_serve.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 `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"
   },
   {
     "authors": [
-      "ArthurZucker",
-      "FaizanImran-blip"
+      "qgallouedec",
+      "umbilnm"
     ],
-    "average_similarity": 0.505,
-    "cluster_id": "pr-scope-45056-2",
+    "average_similarity": 0.502,
+    "cluster_id": "pr-scope-44543-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-03-31T10:44:40Z",
+    "last_activity_at": "2026-04-16T13:25:49Z",
     "outside_window_prs": [],
     "pairwise": [
       {
-        "breadth_similarity": 0.875,
-        "concentration_similarity": 0.724,
-        "content_similarity": 0.401,
-        "left_pr_number": 45056,
-        "right_pr_number": 45128,
+        "breadth_similarity": 0.75,
+        "concentration_similarity": 0.802,
+        "content_similarity": 0.482,
+        "left_pr_number": 44543,
+        "right_pr_number": 45422,
         "shared_directories": [
-          "src/transformers/utils",
           "src/transformers",
-          "src"
+          "src",
+          "tests"
         ],
         "shared_filenames": [
-          "src/transformers/utils/auto_docstring.py"
+          "src/transformers/processing_utils.py",
+          "tests/test_processing_common.py"
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     "pr_count": 2,
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     "recent_pr_numbers": [
-      45056,
-      45128
+      44543,
+      45422
     ],
-    "representative_pr_number": 45056,
-    "representative_title": "[`auto_docstring`] needs to be only run on __doc__ ",
-    "representative_url": "https://github.com/huggingface/transformers/pull/45056",
+    "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": [
-      "src/transformers/utils"
+      "tests"
     ],
     "shared_filenames": [
-      "src/transformers/utils/auto_docstring.py"
+      "tests/test_processing_common.py",
+      "src/transformers/processing_utils.py"
     ],
-    "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__ "
+    "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": [
-      "qgallouedec",
-      "umbilnm"
+      "ArthurZucker",
+      "FaizanImran-blip"
     ],
     "average_similarity": 0.501,
-    "cluster_id": "pr-scope-44543-2",
+    "cluster_id": "pr-scope-45056-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-16T13:25:49Z",
+    "last_activity_at": "2026-03-31T10:44:40Z",
     "outside_window_prs": [],
     "pairwise": [
       {
-        "breadth_similarity": 0.75,
-        "concentration_similarity": 0.802,
-        "content_similarity": 0.48,
-        "left_pr_number": 44543,
-        "right_pr_number": 45422,
+        "breadth_similarity": 0.875,
+        "concentration_similarity": 0.724,
+        "content_similarity": 0.396,
+        "left_pr_number": 45056,
+        "right_pr_number": 45128,
         "shared_directories": [
+          "src/transformers/utils",
           "src/transformers",
-          "src",
-          "tests"
+          "src"
         ],
         "shared_filenames": [
-          "src/transformers/processing_utils.py",
-          "tests/test_processing_common.py"
+          "src/transformers/utils/auto_docstring.py"
         ],
         "similarity": 0.501,
-        "size_similarity": 0.331
+        "size_similarity": 0.669
       }
     ],
     "pr_count": 2,
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-      44543,
-      45422
+      45056,
+      45128
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     "recent_pr_count": 2,
     "recent_pr_numbers": [
-      44543,
-      45422
+      45056,
+      45128
     ],
-    "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",
+    "representative_pr_number": 45056,
+    "representative_title": "[`auto_docstring`] needs to be only run on __doc__ ",
+    "representative_url": "https://github.com/huggingface/transformers/pull/45056",
     "shared_directories": [
-      "tests"
+      "src/transformers/utils"
     ],
     "shared_filenames": [
-      "tests/test_processing_common.py",
-      "src/transformers/processing_utils.py"
+      "src/transformers/utils/auto_docstring.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"
+    "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": [
       "eladsegal"
     ],
-    "average_similarity": 0.495,
+    "average_similarity": 0.497,
     "cluster_id": "pr-scope-45332-2",
     "kind": "pr_scope",
     "last_activity_at": "2026-04-15T04:50:09Z",
@@ -2614,7 +2766,7 @@
       {
         "breadth_similarity": 0.479,
         "concentration_similarity": 0.945,
-        "content_similarity": 0.526,
+        "content_similarity": 0.528,
         "left_pr_number": 45332,
         "right_pr_number": 45333,
         "shared_directories": [
@@ -2631,7 +2783,7 @@
           "tests/heterogeneity/__init__.py",
           "tests/heterogeneity/test_configuration_utils.py"
         ],
-        "similarity": 0.495,
+        "similarity": 0.497,
         "size_similarity": 0.215
       }
     ],
@@ -2665,114 +2817,61 @@
   },
   {
     "authors": [
-      "MaybeSam05",
-      "NielsRogge"
-    ],
-    "average_similarity": 0.411,
-    "cluster_id": "pr-scope-44385-2",
-    "kind": "pr_scope",
-    "last_activity_at": "2026-03-12T10:33:43Z",
-    "outside_window_prs": [],
-    "pairwise": [
-      {
-        "breadth_similarity": 0.667,
-        "concentration_similarity": 1.0,
-        "content_similarity": 0.341,
-        "left_pr_number": 44385,
-        "right_pr_number": 44615,
-        "shared_directories": [
-          "src/transformers/utils",
-          "src/transformers",
-          "src"
-        ],
-        "shared_filenames": [
-          "src/transformers/utils/import_utils.py"
-        ],
-        "similarity": 0.411,
-        "size_similarity": 0.371
-      }
-    ],
-    "pr_count": 2,
-    "pr_numbers": [
-      44385,
-      44615
-    ],
-    "recent_pr_count": 2,
-    "recent_pr_numbers": [
-      44385,
-      44615
-    ],
-    "representative_pr_number": 44385,
-    "representative_title": "Fix make check-repo",
-    "representative_url": "https://github.com/huggingface/transformers/pull/44385",
-    "shared_directories": [
-      "src/transformers/utils"
-    ],
-    "shared_filenames": [
-      "src/transformers/utils/import_utils.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"
-  },
-  {
-    "authors": [
-      "AmineDiro",
-      "sywangyi"
+      "3outeille",
+      "yonigozlan"
     ],
-    "average_similarity": 0.409,
-    "cluster_id": "pr-scope-45279-2",
+    "average_similarity": 0.431,
+    "cluster_id": "pr-scope-44974-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-17T01:12:12Z",
+    "last_activity_at": "2026-04-20T07:34:43Z",
     "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": 0.657,
+        "content_similarity": 0.316,
+        "left_pr_number": 44974,
+        "right_pr_number": 45421,
         "shared_directories": [
-          "src/transformers/integrations",
-          "src/transformers/models",
           "src/transformers",
-          "src"
+          "src",
+          "tests"
         ],
         "shared_filenames": [
-          "src/transformers/integrations/tensor_parallel.py"
+          "src/transformers/core_model_loading.py"
         ],
-        "similarity": 0.409,
-        "size_similarity": 0.49
+        "similarity": 0.431,
+        "size_similarity": 0.735
       }
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     "pr_count": 2,
     "pr_numbers": [
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+      45421
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     "recent_pr_count": 2,
     "recent_pr_numbers": [
-      45279,
-      45436
+      44974,
+      45421
     ],
-    "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": 44974,
+    "representative_title": "Refactor core_model_loading to support FSDP shard-on-read loading",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44974",
     "shared_directories": [
-      "src/transformers/integrations",
-      "src/transformers/models"
+      "tests"
     ],
     "shared_filenames": [
-      "src/transformers/integrations/tensor_parallel.py"
+      "src/transformers/core_model_loading.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/core_model_loading.py`; representative PR #44974.",
+    "title": "Scope: Refactor core_model_loading to support FSDP shard-on-read loading"
   },
   {
     "authors": [
       "itazap",
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       {
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@@ -2791,7 +2890,7 @@
         "shared_filenames": [
           "src/transformers/tokenization_utils_tokenizers.py"
         ],
-        "similarity": 0.402,
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         "size_similarity": 0.222
       }
     ],
@@ -2817,62 +2916,111 @@
   },
   {
     "authors": [
-      "SunMarc",
-      "qgallouedec"
+      "AkshajKashyap",
+      "roycho96"
     ],
-    "average_similarity": 0.391,
-    "cluster_id": "pr-scope-45443-2",
+    "average_similarity": 0.404,
+    "cluster_id": "pr-scope-44889-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-16T20:54:08Z",
+    "last_activity_at": "2026-04-09T15:31:50Z",
     "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": 1.0,
+        "concentration_similarity": 0.812,
+        "content_similarity": 0.164,
+        "left_pr_number": 44889,
+        "right_pr_number": 44981,
         "shared_directories": [
-          "src/transformers/cli/serving",
-          "src/transformers/cli",
           "src/transformers",
-          "tests/cli",
+          "tests/trainer",
           "src",
           "tests"
         ],
         "shared_filenames": [
-          "src/transformers/cli/serving/utils.py",
-          "tests/cli/test_serve.py"
+          "src/transformers/trainer.py"
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-        "size_similarity": 0.122
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+        "size_similarity": 0.991
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     "pr_numbers": [
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-      45463
+      44889,
+      44981
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     "recent_pr_numbers": [
-      45443,
-      45463
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+      44981
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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": 44889,
+    "representative_title": "[DeepSpeed] Fix evaluate()/predict() before train()",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44889",
     "shared_directories": [
-      "src/transformers/cli/serving",
-      "src/transformers/cli",
-      "tests/cli",
+      "tests/trainer",
       "tests"
     ],
     "shared_filenames": [
-      "src/transformers/cli/serving/utils.py",
-      "tests/cli/test_serve.py"
+      "src/transformers/trainer.py"
     ],
-    "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 `src/transformers/trainer.py`; representative PR #44889.",
+    "title": "Scope: [DeepSpeed] Fix evaluate()/predict() before train()"
+  },
+  {
+    "authors": [
+      "leaderofARS",
+      "tarekziade"
+    ],
+    "average_similarity": 0.4,
+    "cluster_id": "pr-scope-44369-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-30T11:30:04Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
+        "breadth_similarity": 0.625,
+        "concentration_similarity": 0.919,
+        "content_similarity": 0.244,
+        "left_pr_number": 44369,
+        "right_pr_number": 45114,
+        "shared_directories": [
+          "docs/source/en/tasks",
+          "docs/source/en",
+          "docs/source",
+          "docs"
+        ],
+        "shared_filenames": [
+          "docs/source/en/tasks/zero_shot_object_detection.md"
+        ],
+        "similarity": 0.4,
+        "size_similarity": 0.808
+      }
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+    "pr_count": 2,
+    "pr_numbers": [
+      44369,
+      45114
+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      44369,
+      45114
+    ],
+    "representative_pr_number": 44369,
+    "representative_title": "Feature/integrations docs fix",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44369",
+    "shared_directories": [
+      "docs/source/en/tasks",
+      "docs/source/en",
+      "docs/source",
+      "docs"
+    ],
+    "shared_filenames": [
+      "docs/source/en/tasks/zero_shot_object_detection.md"
+    ],
+    "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": [
@@ -3001,7 +3149,7 @@
     "authors": [
       "JokeYoonic"
     ],
-    "average_similarity": 0.571,
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     "kind": "pr_scope",
     "last_activity_at": "2026-03-18T17:16:49Z",
@@ -3041,7 +3189,7 @@
       {
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         "concentration_similarity": 1.0,
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+        "content_similarity": 0.745,
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         "right_pr_number": 44676,
         "shared_directories": [
@@ -3053,13 +3201,13 @@
         "shared_filenames": [
           "src/transformers/models/gpt2/modeling_gpt2.py"
         ],
-        "similarity": 0.687,
+        "similarity": 0.681,
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         "concentration_similarity": 0.488,
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         "right_pr_number": 44059,
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@@ -3071,13 +3219,13 @@
         "shared_filenames": [
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         ],
-        "similarity": 0.61,
+        "similarity": 0.612,
         "size_similarity": 0.543
       },
       {
         "breadth_similarity": 0.333,
         "concentration_similarity": 0.488,
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+        "content_similarity": 0.501,
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         "right_pr_number": 44676,
         "shared_directories": [
@@ -3089,7 +3237,7 @@
         "shared_filenames": [
           "src/transformers/models/gpt2/modeling_gpt2.py"
         ],
-        "similarity": 0.417,
+        "similarity": 0.414,
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@@ -3299,7 +3447,7 @@
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@@ -3309,13 +3457,13 @@
         "shared_filenames": [
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-        "similarity": 0.552,
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@@ -3331,7 +3479,7 @@
       {
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@@ -3365,6 +3513,125 @@
     "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": [
+      "ydshieh"
+    ],
+    "average_similarity": 0.371,
+    "cluster_id": "pr-scope-43488-3",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-04-16T21:04:16Z",
+    "outside_window_prs": [
+      {
+        "additions": 10,
+        "author": "ydshieh",
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+        "created_at": "2026-01-26T10:13:21Z",
+        "deletions": 1,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/transformers/pull/43488/files",
+        "html_url": "https://github.com/huggingface/transformers/pull/43488",
+        "merged": false,
+        "number": 43488,
+        "state": "open",
+        "title": "[don't merge] bad format to check repo bot",
+        "updated_at": "2026-01-26T17:19:16Z"
+      },
+      {
+        "additions": 9,
+        "author": "ydshieh2",
+        "changed_files": 2,
+        "created_at": "2026-01-31T21:50:43Z",
+        "deletions": 0,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/transformers/pull/43665/files",
+        "html_url": "https://github.com/huggingface/transformers/pull/43665",
+        "merged": false,
+        "number": 43665,
+        "state": "open",
+        "title": "fix",
+        "updated_at": "2026-03-24T14:42:35Z"
+      }
+    ],
+    "pairwise": [
+      {
+        "breadth_similarity": 0.5,
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+        "shared_directories": [
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+          "tests"
+        ],
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+          "tests/models/vit/test_modeling_vit.py"
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+        "size_similarity": 0.643
+      },
+      {
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+        "content_similarity": 0.198,
+        "left_pr_number": 43488,
+        "right_pr_number": 43665,
+        "shared_directories": [
+          "tests/models/vit",
+          "tests/models",
+          "tests"
+        ],
+        "shared_filenames": [
+          "tests/models/vit/test_modeling_vit.py"
+        ],
+        "similarity": 0.377,
+        "size_similarity": 0.818
+      },
+      {
+        "breadth_similarity": 0.75,
+        "concentration_similarity": 0.974,
+        "content_similarity": 0.132,
+        "left_pr_number": 43488,
+        "right_pr_number": 45476,
+        "shared_directories": [
+          "tests/models/vit",
+          "src/transformers",
+          "tests/models",
+          "src",
+          "tests"
+        ],
+        "shared_filenames": [
+          "tests/models/vit/test_modeling_vit.py"
+        ],
+        "similarity": 0.334,
+        "size_similarity": 0.786
+      }
+    ],
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+    "pr_numbers": [
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+      43665,
+      45476
+    ],
+    "recent_pr_count": 1,
+    "recent_pr_numbers": [
+      45476
+    ],
+    "representative_pr_number": 43665,
+    "representative_title": "fix",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43665",
+    "shared_directories": [
+      "tests/models/vit",
+      "tests/models",
+      "tests"
+    ],
+    "shared_filenames": [
+      "tests/models/vit/test_modeling_vit.py"
+    ],
+    "summary": "3 open PRs share weighted file overlap around `tests/models/vit/test_modeling_vit.py`; representative PR #43665.",
+    "title": "Scope: fix"
+  },
   {
     "authors": [
       "zucchini-nlp"
@@ -3460,6 +3727,73 @@
     "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"
   },
+  {
+    "authors": [
+      "jw9603"
+    ],
+    "average_similarity": 0.84,
+    "cluster_id": "pr-scope-43654-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-04-17T10:39:45Z",
+    "outside_window_prs": [
+      {
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+        "author": "harshaljanjani",
+        "changed_files": 2,
+        "created_at": "2026-01-31T18:31:06Z",
+        "deletions": 1,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/transformers/pull/43654/files",
+        "html_url": "https://github.com/huggingface/transformers/pull/43654",
+        "merged": false,
+        "number": 43654,
+        "state": "open",
+        "title": "fix(tokenizer): Avert special token property overwrites in batch add_tokens calls",
+        "updated_at": "2026-04-18T08:36:46Z"
+      }
+    ],
+    "pairwise": [
+      {
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+        "concentration_similarity": 0.983,
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+        "shared_directories": [
+          "src/transformers",
+          "tests/tokenization",
+          "src",
+          "tests"
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+        "shared_filenames": [
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+    ],
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+    "recent_pr_numbers": [
+      45486
+    ],
+    "representative_pr_number": 43654,
+    "representative_title": "fix(tokenizer): Avert special token property overwrites in batch add_tokens calls",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43654",
+    "shared_directories": [
+      "tests/tokenization",
+      "tests"
+    ],
+    "shared_filenames": [
+      "tests/tokenization/test_tokenization_utils.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `tests/tokenization/test_tokenization_utils.py`; representative PR #43654.",
+    "title": "Scope: fix(tokenizer): Avert special token property overwrites in batch add_tokens calls"
+  },
   {
     "authors": [
       "NielsRogge"
@@ -3559,10 +3893,10 @@
     "authors": [
       "casinca"
     ],
-    "average_similarity": 0.68,
+    "average_similarity": 0.721,
     "cluster_id": "pr-scope-43020-2",
     "kind": "pr_scope",
-    "last_activity_at": "2026-04-18T11:53:19Z",
+    "last_activity_at": "2026-04-19T18:13:47Z",
     "outside_window_prs": [
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@@ -3582,9 +3916,9 @@
     ],
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-        "concentration_similarity": 0.9,
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@@ -3599,16 +3933,16 @@
         ],
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           "src/transformers/models/__init__.py",
-          "src/transformers/models/auto/configuration_auto.py",
           "src/transformers/models/auto/modeling_auto.py",
           "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/convert_mimo_v2_flash_weights_to_hf.py",
           "src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py",
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         ],
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@@ -3634,153 +3968,147 @@
     "shared_filenames": [
       "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/convert_mimo_v2_flash_weights_to_hf.py",
       "src/transformers/models/mimo_v2_flash/modular_mimo_v2_flash.py",
       "tests/models/mimo_v2_flash/__init__.py",
       "tests/models/mimo_v2_flash/test_modeling_mimo_v2_flash.py",
       "src/transformers/models/__init__.py",
-      "src/transformers/models/auto/configuration_auto.py",
       "src/transformers/models/auto/modeling_auto.py"
     ],
-    "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.",
+    "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/convert_mimo_v2_flash_weights_to_hf.py`; representative PR #43020.",
     "title": "Scope: Add mimo v2 flash"
   },
   {
     "authors": [
-      "GitGlimpse895"
+      "duyhv-qualgo"
     ],
-    "average_similarity": 0.543,
-    "cluster_id": "pr-scope-43085-2",
+    "average_similarity": 0.716,
+    "cluster_id": "pr-scope-41901-2",
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-    "last_activity_at": "2026-04-17T02:10:50Z",
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     "outside_window_prs": [
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-        "author": "AmitMY",
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-        "created_at": "2026-01-03T09:42:33Z",
-        "deletions": 2,
+        "additions": 4,
+        "author": "justinchuby",
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+        "created_at": "2025-10-27T18:36:11Z",
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         "draft": false,
-        "files_url": "https://github.com/huggingface/transformers/pull/43085/files",
-        "html_url": "https://github.com/huggingface/transformers/pull/43085",
+        "files_url": "https://github.com/huggingface/transformers/pull/41901/files",
+        "html_url": "https://github.com/huggingface/transformers/pull/41901",
         "merged": false,
-        "number": 43085,
+        "number": 41901,
         "state": "open",
-        "title": "Add async_stopping_criteria flag to reduce GPU-CPU syncs during generation",
-        "updated_at": "2026-02-09T17:16:29Z"
+        "title": "[executorch] Update pytree registration for DynamicCache",
+        "updated_at": "2026-01-27T12:26:40Z"
       }
     ],
     "pairwise": [
       {
-        "breadth_similarity": 0.7,
-        "concentration_similarity": 0.608,
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+        "breadth_similarity": 1.0,
+        "concentration_similarity": 1.0,
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-          "src/transformers/generation",
+          "src/transformers/integrations",
           "src/transformers",
-          "tests/generation",
-          "src",
-          "tests"
+          "src"
         ],
         "shared_filenames": [
-          "src/transformers/generation/stopping_criteria.py",
-          "tests/generation/test_stopping_criteria.py"
+          "src/transformers/integrations/executorch.py"
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-    "representative_title": "Add async_stopping_criteria flag to reduce GPU-CPU syncs during generation",
-    "representative_url": "https://github.com/huggingface/transformers/pull/43085",
+    "representative_pr_number": 41901,
+    "representative_title": "[executorch] Update pytree registration for DynamicCache",
+    "representative_url": "https://github.com/huggingface/transformers/pull/41901",
     "shared_directories": [
-      "src/transformers/generation",
-      "tests/generation",
-      "tests"
+      "src/transformers/integrations"
     ],
     "shared_filenames": [
-      "src/transformers/generation/stopping_criteria.py",
-      "tests/generation/test_stopping_criteria.py"
+      "src/transformers/integrations/executorch.py"
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