Deploy transformers dashboard (snapshot 20260326T102019Z)

assets/index-CqmtHhe1.css

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+        "right_pr_number": 44558,
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+          "src/transformers/cli",
+          "src/transformers",
+          "src"
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+      43656,
+      43836,
+      43842,
+      44558,
+      44566,
+      44682
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+      "src/transformers/cli",
+      "src/transformers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/cli/serve.py"
+    ],
+    "summary": "6 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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+      "Zephyr-Blessed",
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+          "src/transformers/models/codegen",
+          "src/transformers/models/gptj",
+          "src/transformers/models",
+          "src/transformers",
+          "src"
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+          "src/transformers/models/codegen/modeling_codegen.py",
+          "src/transformers/models/gptj/modeling_gptj.py"
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+        "right_pr_number": 44722,
+        "shared_directories": [
+          "src/transformers/models/gptj",
+          "src/transformers/models",
+          "src/transformers",
+          "src"
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+          "src/transformers/models/gptj",
+          "src/transformers/models",
+          "src/transformers",
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+      44066,
+      44085,
+      44722
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+      "src/transformers/models/gptj",
+      "src/transformers/models",
+      "src/transformers",
+      "src",
+      "src/transformers/models/codegen"
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+      "src/transformers/models/gptj/modeling_gptj.py",
+      "src/transformers/models/codegen/modeling_codegen.py"
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+    "title": "Scope: Refactor gptj output tracing to use standardized decorators"
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+      "akashadsare",
+      "lakprigan"
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+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-18T17:16:49Z",
+    "outside_window_prs": [],
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+          "src/transformers/models",
+          "src/transformers",
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+          "src/transformers/models",
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+          "src/transformers/models",
+          "src/transformers",
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+      44676
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+      "src/transformers/models/gpt2",
+      "src/transformers/models",
+      "src/transformers",
+      "src"
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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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+      "src/transformers/models",
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+      "src",
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+          ".github/workflows/self-comment-ci.yml",
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+    "representative_pr_number": 43532,
+    "representative_title": "[don't merge] Show diff",
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+      ".github/workflows",
+      ".github",
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+    "title": "Scope: [don't merge] Show diff"
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+          "docs/source",
+          "docs"
+        ],
+        "shared_filenames": [
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+          "docs/source/en/perf_train_gpu_one.md"
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+      "docs/source/en",
+      "docs/source",
+      "docs"
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+    "shared_filenames": [
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+      "docs/source/en/_toctree.yml"
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+    "summary": "3 open PRs share weighted file overlap around `docs/source/en/perf_train_gpu_one.md`, `docs/source/en/_toctree.yml`; representative PR #44342.",
+    "title": "Scope: [docs] training performance"
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+    "representative_title": "try",
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+      ".github"
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+    "summary": "3 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #44965.",
+    "title": "Scope: try"
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+      "src/transformers/generation",
+      "src/transformers",
+      "src"
+    ],
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+    ],
+    "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. "
+  },
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+      "src/transformers",
+      "src"
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+    ],
+    "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"
+  },
+  {
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+      "mtthw13",
+      "yashbora9"
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+      "src/transformers/models/gpt_neo",
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+      "src/transformers/models",
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+      "src/transformers",
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+      "src"
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+    "title": "Scope: Refactor GPT-Neo output tracing to use capture_outputs/can_return_tuple"
+  },
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+      "lashahub"
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+          "docs/source/en",
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+          "docs/source/en/model_doc/musicflamingo.md",
+          "docs/source/en/model_doc/vibevoice_acoustic_tokenizer.md",
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+          "src/transformers/models/audioflamingo3/configuration_audioflamingo3.py",
+          "src/transformers/models/audioflamingo3/modeling_audioflamingo3.py",
+          "src/transformers/models/audioflamingo3/modular_audioflamingo3.py",
+          "src/transformers/models/audioflamingo3/processing_audioflamingo3.py",
+          "src/transformers/models/auto/configuration_auto.py"
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+    "recent_pr_numbers": [
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+      44830
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+    "representative_pr_number": 43538,
+    "representative_title": "Add Music Flamingo",
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+    "shared_directories": [
+      "src/transformers/models/musicflamingo",
+      "src/transformers/models/glmasr",
+      "src/transformers/models/audioflamingo3",
+      "docs/source/en/model_doc",
+      "src/transformers/models/auto",
+      "tests/fixtures/audioflamingo3",
+      "tests/fixtures/musicflamingo",
+      "tests/models/audioflamingo3"
+    ],
+    "shared_filenames": [
+      "docs/source/en/model_doc/audioflamingo3.md",
+      "docs/source/en/model_doc/musicflamingo.md",
+      "src/transformers/models/audioflamingo3/configuration_audioflamingo3.py",
+      "src/transformers/models/glmasr/processing_glmasr.py",
+      "src/transformers/models/musicflamingo/__init__.py",
+      "src/transformers/models/musicflamingo/configuration_musicflamingo.py",
+      "src/transformers/models/musicflamingo/convert_musicflamingo_to_hf.py",
+      "src/transformers/models/musicflamingo/modeling_musicflamingo.py"
+    ],
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+    "title": "Scope: Add Music Flamingo"
+  },
+  {
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+      "ITcarrot",
+      "Mr-Neutr0n"
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+          "src/transformers/models/flex_olmo",
+          "src/transformers/models/glm4v_moe",
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+          "src/transformers/models/granitemoe",
+          "src/transformers/models/granitemoehybrid",
+          "src/transformers/models/granitemoeshared",
+          "src/transformers/models/jamba"
+        ],
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+          "src/transformers/models/dbrx/modeling_dbrx.py",
+          "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
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+          "src/transformers/models/flex_olmo/modeling_flex_olmo.py",
+          "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
+          "src/transformers/models/gpt_oss/modeling_gpt_oss.py",
+          "src/transformers/models/granitemoe/modeling_granitemoe.py",
+          "src/transformers/models/granitemoehybrid/modeling_granitemoehybrid.py",
+          "src/transformers/models/granitemoeshared/modeling_granitemoeshared.py",
+          "src/transformers/models/jamba/modeling_jamba.py"
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+    "recent_pr_numbers": [
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+    "representative_title": "Fix fp16 underflow in MoE load balancing loss by enforcing fp32 softmax",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43543",
+    "shared_directories": [
+      "src/transformers/models/dbrx",
+      "src/transformers/models/ernie4_5_moe",
+      "src/transformers/models/jetmoe",
+      "src/transformers/models/minimax_m2",
+      "src/transformers/models/phimoe",
+      "src/transformers/models/flex_olmo",
+      "src/transformers/models/mixtral",
+      "src/transformers/models/qwen3_moe"
+    ],
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+      "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
+      "src/transformers/models/jetmoe/modeling_jetmoe.py",
+      "src/transformers/models/minimax_m2/modeling_minimax_m2.py",
+      "src/transformers/models/mixtral/modeling_mixtral.py",
+      "src/transformers/models/phimoe/modeling_phimoe.py",
+      "src/transformers/models/flex_olmo/modeling_flex_olmo.py",
+      "src/transformers/models/gpt_oss/modeling_gpt_oss.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`, `src/transformers/models/jetmoe/modeling_jetmoe.py`; representative PR #43543.",
+    "title": "Scope: Fix fp16 underflow in MoE load balancing loss by enforcing fp32 softmax"
+  },
+  {
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+      "JaredforReal",
+      "inisis"
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+    "recent_pr_numbers": [
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+      45017
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+    "representative_pr_number": 45016,
+    "representative_title": "fix: glm5 inference bug",
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+    "shared_directories": [
+      "src/transformers/models/glm_moe_dsa",
+      "src/transformers/models",
+      "src/transformers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/models/glm_moe_dsa/modeling_glm_moe_dsa.py",
+      "src/transformers/models/glm_moe_dsa/modular_glm_moe_dsa.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/models/glm_moe_dsa/modeling_glm_moe_dsa.py`, `src/transformers/models/glm_moe_dsa/modular_glm_moe_dsa.py`; representative PR #45016.",
+    "title": "Scope: fix: glm5 inference bug"
+  },
+  {
+    "authors": [
+      "surya10602",
+      "thecaptain789"
+    ],
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+    "cluster_id": "pr-scope-43779-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-02-09T09:44:45Z",
+    "outside_window_prs": [],
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+        "content_similarity": 0.677,
+        "left_pr_number": 43779,
+        "right_pr_number": 43816,
+        "shared_directories": [
+          "src/transformers/integrations",
+          "src/transformers",
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+        "size_similarity": 0.25
+      }
+    ],
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+    "pr_numbers": [
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+    ],
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+    "recent_pr_numbers": [
+      43779,
+      43816
+    ],
+    "representative_pr_number": 43779,
+    "representative_title": "SwanLab: Add support for id and resume arguments in SwanLabCallback",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43779",
+    "shared_directories": [
+      "src/transformers/integrations",
+      "src/transformers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/integrations/integration_utils.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.",
+    "title": "Scope: SwanLab: Add support for id and resume arguments in SwanLabCallback"
+  },
+  {
+    "authors": [
+      "Cyrilvallez",
+      "xenova"
+    ],
+    "average_similarity": 0.593,
+    "cluster_id": "pr-scope-44763-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-23T15:14:13Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
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+        "concentration_similarity": 1.0,
+        "content_similarity": 0.46,
+        "left_pr_number": 44763,
+        "right_pr_number": 44888,
+        "shared_directories": [
+          "src/transformers/models/nemotron_h",
+          "src/transformers/models",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/models/nemotron_h/modeling_nemotron_h.py",
+          "src/transformers/models/nemotron_h/modular_nemotron_h.py"
+        ],
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+        "size_similarity": 0.917
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+    "pr_numbers": [
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+    "recent_pr_numbers": [
+      44763,
+      44888
+    ],
+    "representative_pr_number": 44763,
+    "representative_title": "[nemotron_h] Add support for MLP mixers",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44763",
+    "shared_directories": [
+      "src/transformers/models/nemotron_h",
+      "src/transformers/models",
+      "src/transformers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/models/nemotron_h/modular_nemotron_h.py",
+      "src/transformers/models/nemotron_h/modeling_nemotron_h.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/models/nemotron_h/modular_nemotron_h.py`, `src/transformers/models/nemotron_h/modeling_nemotron_h.py`; representative PR #44763.",
+    "title": "Scope: [nemotron_h] Add support for MLP mixers"
+  },
+  {
+    "authors": [
+      "andylizf",
+      "zucchini-nlp"
+    ],
+    "average_similarity": 0.556,
+    "cluster_id": "pr-scope-44157-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-25T14:12:50Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
+        "breadth_similarity": 0.896,
+        "concentration_similarity": 0.919,
+        "content_similarity": 0.595,
+        "left_pr_number": 44157,
+        "right_pr_number": 44973,
+        "shared_directories": [
+          "src/transformers/models/ernie4_5_vl_moe",
+          "src/transformers/models/glm4v",
+          "src/transformers/models/glm4v_moe",
+          "src/transformers/models/glm_ocr",
+          "src/transformers/models/paddleocr_vl",
+          "src/transformers/models/qwen2_5_omni",
+          "src/transformers/models/qwen2_5_vl",
+          "src/transformers/models/qwen2_vl",
+          "src/transformers/models/qwen3_5",
+          "src/transformers/models/qwen3_5_moe"
+        ],
+        "shared_filenames": [
+          "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
+          "src/transformers/models/glm4v/modeling_glm4v.py",
+          "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
+          "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
+          "src/transformers/models/glm_ocr/modular_glm_ocr.py",
+          "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
+          "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
+          "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py",
+          "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py",
+          "src/transformers/models/qwen2_vl/modeling_qwen2_vl.py"
+        ],
+        "similarity": 0.556,
+        "size_similarity": 0.029
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
+      44157,
+      44973
+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      44157,
+      44973
+    ],
+    "representative_pr_number": 44157,
+    "representative_title": "Use correct mask for packed inputs in Qwen-VL ",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44157",
+    "shared_directories": [
+      "src/transformers/models/glm_ocr",
+      "src/transformers/models/qwen3_5_moe",
+      "src/transformers/models/video_llama_3",
+      "src/transformers/models/glm4v",
+      "src/transformers/models/glm4v_moe",
+      "src/transformers/models/qwen2_5_omni",
+      "src/transformers/models/qwen2_vl",
+      "src/transformers/models/paddleocr_vl"
+    ],
+    "shared_filenames": [
+      "src/transformers/models/glm_ocr/modular_glm_ocr.py",
+      "src/transformers/models/video_llama_3/modular_video_llama_3.py",
+      "src/transformers/models/glm4v/modeling_glm4v.py",
+      "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
+      "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py",
+      "src/transformers/models/video_llama_3/modeling_video_llama_3.py",
+      "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.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/video_llama_3/modular_video_llama_3.py`, `src/transformers/models/glm4v/modeling_glm4v.py`; representative PR #44157.",
+    "title": "Scope: Use correct mask for packed inputs in Qwen-VL "
+  },
+  {
+    "authors": [
+      "aman-coder03",
+      "dtiourine"
+    ],
+    "average_similarity": 0.553,
+    "cluster_id": "pr-scope-44101-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-02-19T08:08:33Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
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+        "concentration_similarity": 0.507,
+        "content_similarity": 0.614,
+        "left_pr_number": 44101,
+        "right_pr_number": 44116,
+        "shared_directories": [
+          "src/transformers/models/flaubert",
+          "src/transformers/models",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/models/flaubert/modeling_flaubert.py"
+        ],
+        "similarity": 0.553,
+        "size_similarity": 0.319
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
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+      44116
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+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      44101,
+      44116
+    ],
+    "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",
+      "src/transformers",
+      "src"
+    ],
+    "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": [
+      "Qubitium",
+      "pnehete23"
+    ],
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+    "cluster_id": "pr-scope-44940-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-26T09:10:14Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
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+        "concentration_similarity": 0.993,
+        "content_similarity": 0.47,
+        "left_pr_number": 44940,
+        "right_pr_number": 45015,
+        "shared_directories": [
+          "src/transformers",
+          "tests/utils",
+          "src",
+          "tests"
+        ],
+        "shared_filenames": [
+          "src/transformers/modeling_utils.py",
+          "tests/utils/test_modeling_utils.py"
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+    "recent_pr_numbers": [
+      44940,
+      45015
+    ],
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+    "representative_title": "fix tie_weights skipping logic is not tied to model thread scope",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44940",
+    "shared_directories": [
+      "tests/utils",
+      "src/transformers",
+      "tests",
+      "src"
+    ],
+    "shared_filenames": [
+      "tests/utils/test_modeling_utils.py",
+      "src/transformers/modeling_utils.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.",
+    "title": "Scope: fix tie_weights skipping logic is not tied to model thread scope"
+  },
+  {
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+      "itazap",
+      "vaibhav-research"
+    ],
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+    "cluster_id": "pr-scope-43603-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-17T16:03:19Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
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+        "shared_directories": [
+          "src/transformers",
+          "src"
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+          "src/transformers/tokenization_utils_tokenizers.py"
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+      }
+    ],
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+    "recent_pr_numbers": [
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+    "representative_title": "Fix unintended Hub metadata calls from _patch_mistral_regex",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43603",
+    "shared_directories": [
+      "src/transformers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/tokenization_utils_tokenizers.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #43603.",
+    "title": "Scope: Fix unintended Hub metadata calls from _patch_mistral_regex"
+  },
+  {
+    "authors": [
+      "Sai-Suraj-27",
+      "nulone"
+    ],
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+    "cluster_id": "pr-scope-43833-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-26T00:24:20Z",
+    "outside_window_prs": [],
+    "pairwise": [
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+        "left_pr_number": 43833,
+        "right_pr_number": 45001,
+        "shared_directories": [
+          "src/transformers/integrations",
+          "src/transformers",
+          "src"
+        ],
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+    "recent_pr_numbers": [
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+      45001
+    ],
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+    "representative_title": "fix: ensure dtype consistency in grouped_mm under autocast",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43833",
+    "shared_directories": [
+      "src/transformers/integrations",
+      "src/transformers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/integrations/moe.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/moe.py`; representative PR #43833.",
+    "title": "Scope: fix: ensure dtype consistency in grouped_mm under autocast"
+  },
+  {
+    "authors": [
+      "kulkarni-rohan",
+      "zucchini-nlp"
+    ],
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+    "cluster_id": "pr-scope-44713-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-25T18:53:51Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
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+        "content_similarity": 0.54,
+        "left_pr_number": 44713,
+        "right_pr_number": 45000,
+        "shared_directories": [
+          "src/transformers/models/colqwen2",
+          "src/transformers/models",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/models/colqwen2/modeling_colqwen2.py",
+          "src/transformers/models/colqwen2/modular_colqwen2.py"
+        ],
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+        "size_similarity": 0.331
+      }
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+    ],
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+    "recent_pr_numbers": [
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+      45000
+    ],
+    "representative_pr_number": 44713,
+    "representative_title": "[ColQwen2] Refactor output tracing (issue #43979)",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44713",
+    "shared_directories": [
+      "src/transformers/models/colqwen2",
+      "src/transformers/models",
+      "src/transformers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/models/colqwen2/modeling_colqwen2.py",
+      "src/transformers/models/colqwen2/modular_colqwen2.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/models/colqwen2/modeling_colqwen2.py`, `src/transformers/models/colqwen2/modular_colqwen2.py`; representative PR #44713.",
+    "title": "Scope: [ColQwen2] Refactor output tracing (issue #43979)"
+  },
+  {
+    "authors": [
+      "MaybeSam05",
+      "NielsRogge"
+    ],
+    "average_similarity": 0.434,
+    "cluster_id": "pr-scope-44385-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-12T10:33:43Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
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+        "concentration_similarity": 1.0,
+        "content_similarity": 0.373,
+        "left_pr_number": 44385,
+        "right_pr_number": 44615,
+        "shared_directories": [
+          "src/transformers/utils",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/utils/import_utils.py"
+        ],
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+        "size_similarity": 0.371
+      }
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+    ],
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+    "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",
+      "src/transformers",
+      "src"
+    ],
+    "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": [
+      "tarekziade",
+      "zucchini-nlp"
+    ],
+    "average_similarity": 0.412,
+    "cluster_id": "pr-scope-43587-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-26T10:10:44Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
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+        "concentration_similarity": 0.9,
+        "content_similarity": 0.265,
+        "left_pr_number": 43587,
+        "right_pr_number": 45009,
+        "shared_directories": [
+          "utils"
+        ],
+        "shared_filenames": [
+          "utils/check_docstrings.py"
+        ],
+        "similarity": 0.412,
+        "size_similarity": 0.943
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
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+      45009
+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      43587,
+      45009
+    ],
+    "representative_pr_number": 43587,
+    "representative_title": "[WIP] Check docstring runs on modular files",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43587",
+    "shared_directories": [
+      "utils"
+    ],
+    "shared_filenames": [
+      "utils/check_docstrings.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `utils/check_docstrings.py`; representative PR #43587.",
+    "title": "Scope: [WIP] Check docstring runs on modular files"
+  },
+  {
+    "authors": [
+      "AkshajKashyap",
+      "roycho96"
+    ],
+    "average_similarity": 0.411,
+    "cluster_id": "pr-scope-44889-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-25T22:07:33Z",
+    "outside_window_prs": [],
+    "pairwise": [
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+        "concentration_similarity": 0.812,
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+        "left_pr_number": 44889,
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+        "shared_directories": [
+          "src/transformers",
+          "tests/trainer",
+          "src",
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+        ],
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+        "size_similarity": 0.991
+      }
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+    "pr_numbers": [
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+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      44889,
+      44981
+    ],
+    "representative_pr_number": 44889,
+    "representative_title": "[DeepSpeed] Fix evaluate()/predict() before train()",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44889",
+    "shared_directories": [
+      "tests/trainer",
+      "src/transformers",
+      "tests",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/trainer.py"
+    ],
+    "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": [
+      "Charly21r",
+      "khushali9"
+    ],
+    "average_similarity": 0.409,
+    "cluster_id": "pr-scope-44146-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-26T07:25:54Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
+        "breadth_similarity": 0.75,
+        "concentration_similarity": 0.898,
+        "content_similarity": 0.284,
+        "left_pr_number": 44146,
+        "right_pr_number": 44949,
+        "shared_directories": [
+          "src/transformers",
+          "tests/trainer",
+          "src",
+          "tests"
+        ],
+        "shared_filenames": [
+          "tests/trainer/test_trainer_callback.py"
+        ],
+        "similarity": 0.409,
+        "size_similarity": 0.605
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
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+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      44146,
+      44949
+    ],
+    "representative_pr_number": 44146,
+    "representative_title": "Ensure final evaluation runs with step-based evaluation strategy",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44146",
+    "shared_directories": [
+      "tests/trainer",
+      "src/transformers",
+      "tests",
+      "src"
+    ],
+    "shared_filenames": [
+      "tests/trainer/test_trainer_callback.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `tests/trainer/test_trainer_callback.py`; representative PR #44146.",
+    "title": "Scope: Ensure final evaluation runs with step-based evaluation strategy"
+  },
+  {
+    "authors": [
+      "kashif",
+      "qgallouedec"
+    ],
+    "average_similarity": 0.406,
+    "cluster_id": "pr-scope-44425-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-20T16:28:43Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
+        "breadth_similarity": 0.196,
+        "concentration_similarity": 0.618,
+        "content_similarity": 0.507,
+        "left_pr_number": 44425,
+        "right_pr_number": 44891,
+        "shared_directories": [
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/trainer_callback.py"
+        ],
+        "similarity": 0.406,
+        "size_similarity": 0.004
+      }
+    ],
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+    "pr_numbers": [
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+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      44425,
+      44891
+    ],
+    "representative_pr_number": 44425,
+    "representative_title": "Fix conditional check for float formatting",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44425",
+    "shared_directories": [
+      "src/transformers",
+      "src"
+    ],
+    "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"
+  },
+  {
+    "authors": [
+      "dagecko"
+    ],
+    "average_similarity": 0.513,
+    "cluster_id": "pr-scope-42975-3",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-26T06:19:29Z",
+    "outside_window_prs": [
+      {
+        "additions": 228,
+        "author": "salmanmkc",
+        "changed_files": 33,
+        "created_at": "2025-12-20T23:37:58Z",
+        "deletions": 228,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/transformers/pull/42975/files",
+        "html_url": "https://github.com/huggingface/transformers/pull/42975",
+        "merged": false,
+        "number": 42975,
+        "state": "open",
+        "title": "Upgrade GitHub Actions for Node 24 compatibility",
+        "updated_at": "2026-01-25T00:07:56Z"
+      },
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data/public/data/pr_scope_clusters.json

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+    "title": "Scope: Refactor gptj output tracing to use standardized decorators"
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+      "src/transformers/models/gpt2",
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+      "src/transformers",
+      "src"
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+    "title": "Scope: [GPT2] Refactor output tracing to use capture_outputs/can_return_tuple decorators"
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+      "src/transformers/models",
+      "src/transformers",
+      "src",
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+      "src/transformers/models/resnet/modeling_resnet.py"
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+    "title": "Scope: [ResNet] Refactor output tracing to decorator-based interface"
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+          ".github/workflows/self-comment-ci.yml",
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+          "docs"
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+      "docs/source/en",
+      "docs/source",
+      "docs"
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+    "summary": "3 open PRs share weighted file overlap around `docs/source/en/perf_train_gpu_one.md`, `docs/source/en/_toctree.yml`; representative PR #44342.",
+    "title": "Scope: [docs] training performance"
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+    "summary": "3 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #44965.",
+    "title": "Scope: try"
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+    "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. "
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+        "number": 41097,
+        "state": "open",
+        "title": "Delay and probably avoid unnecessary graph breaks in _upad_input of modeling_flash_attention_utils.py",
+        "updated_at": "2026-02-11T12:31:59Z"
+      }
+    ],
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+        "right_pr_number": 43549,
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+          "src/transformers",
+          "src"
+        ],
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+          "src/transformers/modeling_flash_attention_utils.py"
+        ],
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+        "size_similarity": 0.6
+      },
+      {
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+        "concentration_similarity": 1.0,
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+        "left_pr_number": 43549,
+        "right_pr_number": 44547,
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+          "src/transformers",
+          "src"
+        ],
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+          "src/transformers/modeling_flash_attention_utils.py"
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+        "size_similarity": 0.267
+      },
+      {
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+        "concentration_similarity": 1.0,
+        "content_similarity": 0.34,
+        "left_pr_number": 41097,
+        "right_pr_number": 44547,
+        "shared_directories": [
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/modeling_flash_attention_utils.py"
+        ],
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+        "size_similarity": 0.16
+      }
+    ],
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+    "pr_numbers": [
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+      43549,
+      44547
+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      43549,
+      44547
+    ],
+    "representative_pr_number": 43549,
+    "representative_title": "[kernels] exception handling for fa kernels",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43549",
+    "shared_directories": [
+      "src/transformers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/modeling_flash_attention_utils.py"
+    ],
+    "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",
+      "yashbora9"
+    ],
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+    "cluster_id": "pr-scope-44018-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-02-18T08:30:32Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
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+        "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"
+        ],
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+          "src/transformers/models/gpt_neo/modeling_gpt_neo.py",
+          "tests/models/gpt_neo/test_modeling_gpt_neo.py"
+        ],
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+    "pr_numbers": [
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+      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",
+      "src/transformers",
+      "tests",
+      "src"
+    ],
+    "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": [
+      "lashahub"
+    ],
+    "average_similarity": 0.831,
+    "cluster_id": "pr-scope-43538-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-25T17:19:57Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
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+        "concentration_similarity": 0.865,
+        "content_similarity": 0.842,
+        "left_pr_number": 43538,
+        "right_pr_number": 44830,
+        "shared_directories": [
+          "docs/source/en/model_doc",
+          "src/transformers/models/audioflamingo3",
+          "src/transformers/models/auto",
+          "src/transformers/models/glmasr",
+          "src/transformers/models/musicflamingo",
+          "docs/source/en",
+          "src/transformers/models",
+          "tests/fixtures/audioflamingo3",
+          "tests/fixtures/musicflamingo",
+          "tests/models/audioflamingo3"
+        ],
+        "shared_filenames": [
+          "docs/source/en/_toctree.yml",
+          "docs/source/en/model_doc/audioflamingo3.md",
+          "docs/source/en/model_doc/musicflamingo.md",
+          "docs/source/en/model_doc/vibevoice_acoustic_tokenizer.md",
+          "src/transformers/models/__init__.py",
+          "src/transformers/models/audioflamingo3/configuration_audioflamingo3.py",
+          "src/transformers/models/audioflamingo3/modeling_audioflamingo3.py",
+          "src/transformers/models/audioflamingo3/modular_audioflamingo3.py",
+          "src/transformers/models/audioflamingo3/processing_audioflamingo3.py",
+          "src/transformers/models/auto/configuration_auto.py"
+        ],
+        "similarity": 0.831,
+        "size_similarity": 0.748
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
+      43538,
+      44830
+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      43538,
+      44830
+    ],
+    "representative_pr_number": 43538,
+    "representative_title": "Add Music Flamingo",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43538",
+    "shared_directories": [
+      "src/transformers/models/musicflamingo",
+      "src/transformers/models/glmasr",
+      "src/transformers/models/audioflamingo3",
+      "docs/source/en/model_doc",
+      "src/transformers/models/auto",
+      "tests/fixtures/audioflamingo3",
+      "tests/fixtures/musicflamingo",
+      "tests/models/audioflamingo3"
+    ],
+    "shared_filenames": [
+      "docs/source/en/model_doc/audioflamingo3.md",
+      "docs/source/en/model_doc/musicflamingo.md",
+      "src/transformers/models/audioflamingo3/configuration_audioflamingo3.py",
+      "src/transformers/models/glmasr/processing_glmasr.py",
+      "src/transformers/models/musicflamingo/__init__.py",
+      "src/transformers/models/musicflamingo/configuration_musicflamingo.py",
+      "src/transformers/models/musicflamingo/convert_musicflamingo_to_hf.py",
+      "src/transformers/models/musicflamingo/modeling_musicflamingo.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/audioflamingo3.md`, `docs/source/en/model_doc/musicflamingo.md`, `src/transformers/models/audioflamingo3/configuration_audioflamingo3.py`; representative PR #43538.",
+    "title": "Scope: Add Music Flamingo"
+  },
+  {
+    "authors": [
+      "ITcarrot",
+      "Mr-Neutr0n"
+    ],
+    "average_similarity": 0.819,
+    "cluster_id": "pr-scope-43543-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-02-05T18:14:28Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
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+        "concentration_similarity": 1.0,
+        "content_similarity": 0.913,
+        "left_pr_number": 43543,
+        "right_pr_number": 43775,
+        "shared_directories": [
+          "src/transformers/models/dbrx",
+          "src/transformers/models/ernie4_5_moe",
+          "src/transformers/models/ernie4_5_vl_moe",
+          "src/transformers/models/flex_olmo",
+          "src/transformers/models/glm4v_moe",
+          "src/transformers/models/gpt_oss",
+          "src/transformers/models/granitemoe",
+          "src/transformers/models/granitemoehybrid",
+          "src/transformers/models/granitemoeshared",
+          "src/transformers/models/jamba"
+        ],
+        "shared_filenames": [
+          "src/transformers/models/dbrx/modeling_dbrx.py",
+          "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
+          "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
+          "src/transformers/models/flex_olmo/modeling_flex_olmo.py",
+          "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
+          "src/transformers/models/gpt_oss/modeling_gpt_oss.py",
+          "src/transformers/models/granitemoe/modeling_granitemoe.py",
+          "src/transformers/models/granitemoehybrid/modeling_granitemoehybrid.py",
+          "src/transformers/models/granitemoeshared/modeling_granitemoeshared.py",
+          "src/transformers/models/jamba/modeling_jamba.py"
+        ],
+        "similarity": 0.819,
+        "size_similarity": 0.2
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
+      43543,
+      43775
+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      43543,
+      43775
+    ],
+    "representative_pr_number": 43543,
+    "representative_title": "Fix fp16 underflow in MoE load balancing loss by enforcing fp32 softmax",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43543",
+    "shared_directories": [
+      "src/transformers/models/dbrx",
+      "src/transformers/models/ernie4_5_moe",
+      "src/transformers/models/jetmoe",
+      "src/transformers/models/minimax_m2",
+      "src/transformers/models/phimoe",
+      "src/transformers/models/flex_olmo",
+      "src/transformers/models/mixtral",
+      "src/transformers/models/qwen3_moe"
+    ],
+    "shared_filenames": [
+      "src/transformers/models/dbrx/modeling_dbrx.py",
+      "src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
+      "src/transformers/models/jetmoe/modeling_jetmoe.py",
+      "src/transformers/models/minimax_m2/modeling_minimax_m2.py",
+      "src/transformers/models/mixtral/modeling_mixtral.py",
+      "src/transformers/models/phimoe/modeling_phimoe.py",
+      "src/transformers/models/flex_olmo/modeling_flex_olmo.py",
+      "src/transformers/models/gpt_oss/modeling_gpt_oss.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/models/dbrx/modeling_dbrx.py`, `src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py`, `src/transformers/models/jetmoe/modeling_jetmoe.py`; representative PR #43543.",
+    "title": "Scope: Fix fp16 underflow in MoE load balancing loss by enforcing fp32 softmax"
+  },
+  {
+    "authors": [
+      "JaredforReal",
+      "inisis"
+    ],
+    "average_similarity": 0.75,
+    "cluster_id": "pr-scope-45016-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-26T10:14:50Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
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+        "concentration_similarity": 1.0,
+        "content_similarity": 0.712,
+        "left_pr_number": 45016,
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+        "shared_directories": [
+          "src/transformers/models/glm_moe_dsa",
+          "src/transformers/models",
+          "src/transformers",
+          "src"
+        ],
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+          "src/transformers/models/glm_moe_dsa/modeling_glm_moe_dsa.py",
+          "src/transformers/models/glm_moe_dsa/modular_glm_moe_dsa.py"
+        ],
+        "similarity": 0.75,
+        "size_similarity": 0.676
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
+      45016,
+      45017
+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      45016,
+      45017
+    ],
+    "representative_pr_number": 45016,
+    "representative_title": "fix: glm5 inference bug",
+    "representative_url": "https://github.com/huggingface/transformers/pull/45016",
+    "shared_directories": [
+      "src/transformers/models/glm_moe_dsa",
+      "src/transformers/models",
+      "src/transformers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/models/glm_moe_dsa/modeling_glm_moe_dsa.py",
+      "src/transformers/models/glm_moe_dsa/modular_glm_moe_dsa.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/models/glm_moe_dsa/modeling_glm_moe_dsa.py`, `src/transformers/models/glm_moe_dsa/modular_glm_moe_dsa.py`; representative PR #45016.",
+    "title": "Scope: fix: glm5 inference bug"
+  },
+  {
+    "authors": [
+      "surya10602",
+      "thecaptain789"
+    ],
+    "average_similarity": 0.662,
+    "cluster_id": "pr-scope-43779-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-02-09T09:44:45Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
+        "breadth_similarity": 1.0,
+        "concentration_similarity": 1.0,
+        "content_similarity": 0.677,
+        "left_pr_number": 43779,
+        "right_pr_number": 43816,
+        "shared_directories": [
+          "src/transformers/integrations",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/integrations/integration_utils.py"
+        ],
+        "similarity": 0.662,
+        "size_similarity": 0.25
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
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+      43816
+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      43779,
+      43816
+    ],
+    "representative_pr_number": 43779,
+    "representative_title": "SwanLab: Add support for id and resume arguments in SwanLabCallback",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43779",
+    "shared_directories": [
+      "src/transformers/integrations",
+      "src/transformers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/integrations/integration_utils.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.",
+    "title": "Scope: SwanLab: Add support for id and resume arguments in SwanLabCallback"
+  },
+  {
+    "authors": [
+      "Cyrilvallez",
+      "xenova"
+    ],
+    "average_similarity": 0.593,
+    "cluster_id": "pr-scope-44763-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-23T15:14:13Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
+        "breadth_similarity": 0.833,
+        "concentration_similarity": 1.0,
+        "content_similarity": 0.46,
+        "left_pr_number": 44763,
+        "right_pr_number": 44888,
+        "shared_directories": [
+          "src/transformers/models/nemotron_h",
+          "src/transformers/models",
+          "src/transformers",
+          "src"
+        ],
+        "shared_filenames": [
+          "src/transformers/models/nemotron_h/modeling_nemotron_h.py",
+          "src/transformers/models/nemotron_h/modular_nemotron_h.py"
+        ],
+        "similarity": 0.593,
+        "size_similarity": 0.917
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
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+      44888
+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      44763,
+      44888
+    ],
+    "representative_pr_number": 44763,
+    "representative_title": "[nemotron_h] Add support for MLP mixers",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44763",
+    "shared_directories": [
+      "src/transformers/models/nemotron_h",
+      "src/transformers/models",
+      "src/transformers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/models/nemotron_h/modular_nemotron_h.py",
+      "src/transformers/models/nemotron_h/modeling_nemotron_h.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/models/nemotron_h/modular_nemotron_h.py`, `src/transformers/models/nemotron_h/modeling_nemotron_h.py`; representative PR #44763.",
+    "title": "Scope: [nemotron_h] Add support for MLP mixers"
+  },
+  {
+    "authors": [
+      "andylizf",
+      "zucchini-nlp"
+    ],
+    "average_similarity": 0.556,
+    "cluster_id": "pr-scope-44157-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-25T14:12:50Z",
+    "outside_window_prs": [],
+    "pairwise": [
+      {
+        "breadth_similarity": 0.896,
+        "concentration_similarity": 0.919,
+        "content_similarity": 0.595,
+        "left_pr_number": 44157,
+        "right_pr_number": 44973,
+        "shared_directories": [
+          "src/transformers/models/ernie4_5_vl_moe",
+          "src/transformers/models/glm4v",
+          "src/transformers/models/glm4v_moe",
+          "src/transformers/models/glm_ocr",
+          "src/transformers/models/paddleocr_vl",
+          "src/transformers/models/qwen2_5_omni",
+          "src/transformers/models/qwen2_5_vl",
+          "src/transformers/models/qwen2_vl",
+          "src/transformers/models/qwen3_5",
+          "src/transformers/models/qwen3_5_moe"
+        ],
+        "shared_filenames": [
+          "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
+          "src/transformers/models/glm4v/modeling_glm4v.py",
+          "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
+          "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
+          "src/transformers/models/glm_ocr/modular_glm_ocr.py",
+          "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
+          "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
+          "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py",
+          "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py",
+          "src/transformers/models/qwen2_vl/modeling_qwen2_vl.py"
+        ],
+        "similarity": 0.556,
+        "size_similarity": 0.029
+      }
+    ],
+    "pr_count": 2,
+    "pr_numbers": [
+      44157,
+      44973
+    ],
+    "recent_pr_count": 2,
+    "recent_pr_numbers": [
+      44157,
+      44973
+    ],
+    "representative_pr_number": 44157,
+    "representative_title": "Use correct mask for packed inputs in Qwen-VL ",
+    "representative_url": "https://github.com/huggingface/transformers/pull/44157",
+    "shared_directories": [
+      "src/transformers/models/glm_ocr",
+      "src/transformers/models/qwen3_5_moe",
+      "src/transformers/models/video_llama_3",
+      "src/transformers/models/glm4v",
+      "src/transformers/models/glm4v_moe",
+      "src/transformers/models/qwen2_5_omni",
+      "src/transformers/models/qwen2_vl",
+      "src/transformers/models/paddleocr_vl"
+    ],
+    "shared_filenames": [
+      "src/transformers/models/glm_ocr/modular_glm_ocr.py",
+      "src/transformers/models/video_llama_3/modular_video_llama_3.py",
+      "src/transformers/models/glm4v/modeling_glm4v.py",
+      "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
+      "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py",
+      "src/transformers/models/video_llama_3/modeling_video_llama_3.py",
+      "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.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/video_llama_3/modular_video_llama_3.py`, `src/transformers/models/glm4v/modeling_glm4v.py`; representative PR #44157.",
+    "title": "Scope: Use correct mask for packed inputs in Qwen-VL "
+  },
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+    "title": "Scope: [XLM] Refactor output tracing to align with capture_outputs standardized architecture"
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+    "title": "Scope: fix tie_weights skipping logic is not tied to model thread scope"
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+    "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #43603.",
+    "title": "Scope: Fix unintended Hub metadata calls from _patch_mistral_regex"
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+    "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/moe.py`; representative PR #43833.",
+    "title": "Scope: fix: ensure dtype consistency in grouped_mm under autocast"
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+    "title": "Scope: [DeepSpeed] Fix evaluate()/predict() before train()"
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+    "summary": "2 open PRs share weighted file overlap around `tests/trainer/test_trainer_callback.py`; representative PR #44146.",
+    "title": "Scope: Ensure final evaluation runs with step-based evaluation strategy"
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+      ".github/workflows/benchmark.yml",
+      ".github/workflows/check_failed_tests.yml",
+      ".github/workflows/new_model_pr_merged_notification.yml"
+    ],
+    "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45010.",
+    "title": "Scope: fix: pin 69 unpinned action(s),extract 2 unsafe expression(s) to env vars"
+  },
+  {
+    "authors": [
+      "XingyuHu109"
+    ],
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+    "cluster_id": "pr-scope-41251-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-12T16:02:46Z",
+    "outside_window_prs": [
+      {
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+        "author": "ArthurZucker",
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+        "created_at": "2025-10-01T12:41:21Z",
+        "deletions": 1,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/transformers/pull/41251/files",
+        "html_url": "https://github.com/huggingface/transformers/pull/41251",
+        "merged": false,
+        "number": 41251,
+        "state": "open",
+        "title": "Add deepseek 3.2 exp",
+        "updated_at": "2026-03-25T17:02:59Z"
+      }
+    ],
+    "pairwise": [
+      {
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+        "concentration_similarity": 0.977,
+        "content_similarity": 0.906,
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+        "right_pr_number": 44481,
+        "shared_directories": [
+          "docs/source/en/model_doc",
+          "src/transformers/models/auto",
+          "src/transformers/models/deepseek_v32",
+          "docs/source/en",
+          "src/transformers/integrations",
+          "src/transformers/models",
+          "tests/models/deepseek_v32",
+          "docs/source",
+          "src/transformers",
+          "tests/models"
+        ],
+        "shared_filenames": [
+          "docs/source/en/_toctree.yml",
+          "docs/source/en/model_doc/deepseek_v32.md",
+          "src/transformers/conversion_mapping.py",
+          "src/transformers/models/__init__.py",
+          "src/transformers/models/auto/configuration_auto.py",
+          "src/transformers/models/auto/modeling_auto.py",
+          "src/transformers/models/deepseek_v32/__init__.py",
+          "src/transformers/models/deepseek_v32/configuration_deepseek_v32.py",
+          "src/transformers/models/deepseek_v32/modeling_deepseek_v32.py",
+          "src/transformers/models/deepseek_v32/modular_deepseek_v32.py"
+        ],
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+        "size_similarity": 0.716
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+    "recent_pr_numbers": [
+      44481
+    ],
+    "representative_pr_number": 41251,
+    "representative_title": "Add deepseek 3.2 exp",
+    "representative_url": "https://github.com/huggingface/transformers/pull/41251",
+    "shared_directories": [
+      "src/transformers/models/deepseek_v32",
+      "docs/source/en/model_doc",
+      "src/transformers/models/auto",
+      "tests/models/deepseek_v32",
+      "src/transformers/integrations",
+      "docs/source/en",
+      "src/transformers/models",
+      "docs/source"
+    ],
+    "shared_filenames": [
+      "docs/source/en/model_doc/deepseek_v32.md",
+      "src/transformers/models/deepseek_v32/__init__.py",
+      "src/transformers/models/deepseek_v32/configuration_deepseek_v32.py",
+      "src/transformers/models/deepseek_v32/modeling_deepseek_v32.py",
+      "src/transformers/models/deepseek_v32/modular_deepseek_v32.py",
+      "tests/models/deepseek_v32/__init__.py",
+      "tests/models/deepseek_v32/test_modeling_deepseek_v32.py",
+      "src/transformers/conversion_mapping.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/deepseek_v32.md`, `src/transformers/models/deepseek_v32/__init__.py`, `src/transformers/models/deepseek_v32/configuration_deepseek_v32.py`; representative PR #41251.",
+    "title": "Scope: Add deepseek 3.2 exp"
+  },
+  {
+    "authors": [
+      "NielsRogge"
+    ],
+    "average_similarity": 0.726,
+    "cluster_id": "pr-scope-36895-2",
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+        "deletions": 17,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/transformers/pull/36895/files",
+        "html_url": "https://github.com/huggingface/transformers/pull/36895",
+        "merged": false,
+        "number": 36895,
+        "state": "open",
+        "title": "Add RF-DETR",
+        "updated_at": "2026-03-26T02:49:42Z"
+      }
+    ],
+    "pairwise": [
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+        "shared_directories": [
+          "docs/source/en/model_doc",
+          "src/transformers/models/auto",
+          "src/transformers/models/rf_detr",
+          "docs/source/en",
+          "src/transformers/loss",
+          "src/transformers/models",
+          "tests/models/rf_detr",
+          "docs/source",
+          "src/transformers",
+          "tests/models"
+        ],
+        "shared_filenames": [
+          "docs/source/en/_toctree.yml",
+          "docs/source/en/model_doc/rf_detr.md",
+          "src/transformers/loss/loss_lw_detr.py",
+          "src/transformers/loss/loss_utils.py",
+          "src/transformers/models/__init__.py",
+          "src/transformers/models/auto/configuration_auto.py",
+          "src/transformers/models/auto/image_processing_auto.py",
+          "src/transformers/models/auto/modeling_auto.py",
+          "src/transformers/models/rf_detr/__init__.py",
+          "src/transformers/models/rf_detr/configuration_rf_detr.py"
+        ],
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+        "size_similarity": 0.822
+      }
+    ],
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+    "pr_numbers": [
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+      44375
+    ],
+    "recent_pr_count": 1,
+    "recent_pr_numbers": [
+      44375
+    ],
+    "representative_pr_number": 36895,
+    "representative_title": "Add RF-DETR",
+    "representative_url": "https://github.com/huggingface/transformers/pull/36895",
+    "shared_directories": [
+      "src/transformers/models/rf_detr",
+      "docs/source/en/model_doc",
+      "src/transformers/models/auto",
+      "tests/models/rf_detr",
+      "src/transformers/loss",
+      "docs/source/en",
+      "src/transformers/models",
+      "docs/source"
+    ],
+    "shared_filenames": [
+      "docs/source/en/model_doc/rf_detr.md",
+      "src/transformers/loss/loss_lw_detr.py",
+      "src/transformers/models/rf_detr/__init__.py",
+      "src/transformers/models/rf_detr/configuration_rf_detr.py",
+      "src/transformers/models/rf_detr/modeling_rf_detr.py",
+      "src/transformers/models/rf_detr/modular_rf_detr.py",
+      "tests/models/rf_detr/__init__.py",
+      "tests/models/rf_detr/test_modeling_rf_detr.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/rf_detr.md`, `src/transformers/loss/loss_lw_detr.py`, `src/transformers/models/rf_detr/__init__.py`; representative PR #36895.",
+    "title": "Scope: Add RF-DETR"
+  },
+  {
+    "authors": [
+      "IlyasMoutawwakil"
+    ],
+    "average_similarity": 0.608,
+    "cluster_id": "pr-scope-43349-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-24T13:39:07Z",
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+        "created_at": "2026-01-19T09:54:48Z",
+        "deletions": 6,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/transformers/pull/43349/files",
+        "html_url": "https://github.com/huggingface/transformers/pull/43349",
+        "merged": false,
+        "number": 43349,
+        "state": "open",
+        "title": "Remove unnecessary device synchronizations from finegrained FP8 matmul",
+        "updated_at": "2026-01-27T12:40:12Z"
+      }
+    ],
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+        ],
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+      }
+    ],
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+    "pr_numbers": [
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+      44832
+    ],
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+    "recent_pr_numbers": [
+      44832
+    ],
+    "representative_pr_number": 43349,
+    "representative_title": "Remove unnecessary device synchronizations from finegrained FP8 matmul",
+    "representative_url": "https://github.com/huggingface/transformers/pull/43349",
+    "shared_directories": [
+      "src/transformers/integrations",
+      "src/transformers",
+      "src"
+    ],
+    "shared_filenames": [
+      "src/transformers/integrations/finegrained_fp8.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/finegrained_fp8.py`; representative PR #43349.",
+    "title": "Scope: Remove unnecessary device synchronizations from finegrained FP8 matmul"
+  },
+  {
+    "authors": [
+      "harshaljanjani"
+    ],
+    "average_similarity": 0.465,
+    "cluster_id": "pr-scope-41356-2",
+    "kind": "pr_scope",
+    "last_activity_at": "2026-03-24T13:42:36Z",
+    "outside_window_prs": [
+      {
+        "additions": 512,
+        "author": "Vinayaktoor",
+        "changed_files": 10,
+        "created_at": "2025-10-05T21:35:01Z",
+        "deletions": 0,
+        "draft": false,
+        "files_url": "https://github.com/huggingface/transformers/pull/41356/files",
+        "html_url": "https://github.com/huggingface/transformers/pull/41356",
+        "merged": false,
+        "number": 41356,
+        "state": "open",
+        "title": "Add DEIMv2 model, image processor, and basic tests",
+        "updated_at": "2026-02-09T17:25:26Z"
+      }
+    ],
+    "pairwise": [
+      {
+        "breadth_similarity": 0.5,
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+        "content_similarity": 0.506,
+        "left_pr_number": 41356,
+        "right_pr_number": 44339,
+        "shared_directories": [
+          "docs/source/en/model_doc",
+          "src/transformers/models/deimv2",
+          "docs/source/en",
+          "src/transformers/models",
+          "tests/models/deimv2",
+          "docs/source",
+          "src/transformers",
+          "tests/models",
+          "docs",
+          "src"
+        ],
+        "shared_filenames": [
+          "docs/source/en/model_doc/deimv2.md",
+          "src/transformers/models/deimv2/__init__.py",
+          "src/transformers/models/deimv2/configuration_deimv2.py",
+          "src/transformers/models/deimv2/modeling_deimv2.py",
+          "tests/models/deimv2/__init__.py",
+          "tests/models/deimv2/test_modeling_deimv2.py"
+        ],
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+      44339
+    ],
+    "recent_pr_count": 1,
+    "recent_pr_numbers": [
+      44339
+    ],
+    "representative_pr_number": 41356,
+    "representative_title": "Add DEIMv2 model, image processor, and basic tests",
+    "representative_url": "https://github.com/huggingface/transformers/pull/41356",
+    "shared_directories": [
+      "src/transformers/models/deimv2",
+      "docs/source/en/model_doc",
+      "tests/models/deimv2",
+      "docs/source/en",
+      "src/transformers/models",
+      "docs/source",
+      "tests/models",
+      "src/transformers"
+    ],
+    "shared_filenames": [
+      "docs/source/en/model_doc/deimv2.md",
+      "src/transformers/models/deimv2/__init__.py",
+      "src/transformers/models/deimv2/configuration_deimv2.py",
+      "src/transformers/models/deimv2/modeling_deimv2.py",
+      "tests/models/deimv2/__init__.py",
+      "tests/models/deimv2/test_modeling_deimv2.py"
+    ],
+    "summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`, `src/transformers/models/deimv2/configuration_deimv2.py`; representative PR #41356.",
+    "title": "Scope: Add DEIMv2 model, image processor, and basic tests"
+  }
+]

data/public/data/summary.json

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data/summary.json

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   "repo": "huggingface/transformers",
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+  "snapshot_id": "20260326T102019Z",
+  "window_days": 60
 }

index.html

@@ -1,13 +1,13 @@
 <!doctype html>
-<html lang="en">
+<html lang="en" class="dark">
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <title>slop-farmer dashboard</title>
-    <script type="module" crossorigin src="/assets/index-DqhlJVPW.js"></script>
-    <link rel="stylesheet" crossorigin href="/assets/index-C2WFH2m5.css">
+    <script type="module" crossorigin src="/assets/index-Bw_CPkeo.js"></script>
+    <link rel="stylesheet" crossorigin href="/assets/index-CqmtHhe1.css">
   </head>
   <body>
     <div id="root"></div>
   </body>
-  </html>
+</html>