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 "summary": "3 open PRs share weighted file overlap around `src/transformers/models/gptj/modeling_gptj.py`, `src/transformers/models/codegen/modeling_codegen.py`; representative PR #44722.",
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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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 "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"
 ],
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 "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"
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 "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",
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 "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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 "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/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",
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 "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": [
 "surya10602",
 "thecaptain789"
 ],
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 "kind": "pr_scope",
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 {
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 "src"
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 "similarity": 0.661,
 "size_similarity": 0.25
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 "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": 0.592,
 "cluster_id": "pr-scope-44763-2",
 "kind": "pr_scope",
 "last_activity_at": "2026-03-23T15:14:13Z",
 "outside_window_prs": [],
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 {
 "breadth_similarity": 0.833,
 "concentration_similarity": 1.0,
 "content_similarity": 0.459,
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 "right_pr_number": 44888,
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 "src/transformers/models/nemotron_h",
 "src/transformers/models",
 "src/transformers",
 "src"
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 "src/transformers/models/nemotron_h/modeling_nemotron_h.py",
 "src/transformers/models/nemotron_h/modular_nemotron_h.py"
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 "similarity": 0.592,
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 "representative_title": "[nemotron_h] Add support for MLP mixers",
 "representative_url": "https://github.com/huggingface/transformers/pull/44763",
 "shared_directories": [
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 "src/transformers/models",
 "src/transformers",
 "src"
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 "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": 0.555,
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 {
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 "concentration_similarity": 0.919,
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 "src/transformers/models/glm4v",
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 "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"
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 "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"
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 "representative_title": "Use correct mask for packed inputs in Qwen-VL ",
 "representative_url": "https://github.com/huggingface/transformers/pull/44157",
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 "src/transformers/models/glm_ocr",
 "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/qwen3_5_moe",
 "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"
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 "kind": "pr_scope",
 "last_activity_at": "2026-02-19T08:08:33Z",
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 {
 "breadth_similarity": 0.5,
 "concentration_similarity": 0.507,
 "content_similarity": 0.614,
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 "shared_directories": [
 "src/transformers/models/flaubert",
 "src/transformers/models",
 "src/transformers",
 "src"
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 "shared_filenames": [
 "src/transformers/models/flaubert/modeling_flaubert.py"
 ],
 "similarity": 0.553,
 "size_similarity": 0.319
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 "pr_count": 2,
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 "representative_pr_number": 44101,
 "representative_title": "[XLM] Refactor output tracing to align with capture_outputs standardized architecture",
 "representative_url": "https://github.com/huggingface/transformers/pull/44101",
 "shared_directories": [
 "src/transformers/models/flaubert",
 "src/transformers/models",
 "src/transformers",
 "src"
 ],
 "shared_filenames": [
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 ],
 "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": [
 "Sai-Suraj-27",
 "nulone"
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 "average_similarity": 0.543,
 "cluster_id": "pr-scope-43833-2",
 "kind": "pr_scope",
 "last_activity_at": "2026-03-25T19:31:09Z",
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 "pairwise": [
 {
 "breadth_similarity": 1.0,
 "concentration_similarity": 1.0,
 "content_similarity": 0.409,
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 "src/transformers/integrations",
 "src/transformers",
 "src"
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 "shared_filenames": [
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 "similarity": 0.543,
 "size_similarity": 0.714
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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"
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 "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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 {
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 "concentration_similarity": 0.377,
 "content_similarity": 0.54,
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 "src/transformers/models",
 "src/transformers",
 "src"
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 "shared_filenames": [
 "src/transformers/models/colqwen2/modeling_colqwen2.py",
 "src/transformers/models/colqwen2/modular_colqwen2.py"
 ],
 "similarity": 0.466,
 "size_similarity": 0.331
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 "pr_count": 2,
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 "recent_pr_numbers": [
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 "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"
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 "average_similarity": 0.433,
 "cluster_id": "pr-scope-44385-2",
 "kind": "pr_scope",
 "last_activity_at": "2026-03-12T10:33:43Z",
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 "pairwise": [
 {
 "breadth_similarity": 0.667,
 "concentration_similarity": 1.0,
 "content_similarity": 0.372,
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 "right_pr_number": 44615,
 "shared_directories": [
 "src/transformers/utils",
 "src/transformers",
 "src"
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 "shared_filenames": [
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 ],
 "similarity": 0.433,
 "size_similarity": 0.371
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 "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": [
 "AkshajKashyap",
 "roycho96"
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 "average_similarity": 0.412,
 "cluster_id": "pr-scope-44889-2",
 "kind": "pr_scope",
 "last_activity_at": "2026-03-25T02:39:15Z",
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 {
 "breadth_similarity": 1.0,
 "concentration_similarity": 0.812,
 "content_similarity": 0.176,
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 "tests/trainer",
 "src",
 "tests"
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 "similarity": 0.412,
 "size_similarity": 0.991
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 "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"
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 "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": [
 "tarekziade",
 "zucchini-nlp"
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 "average_similarity": 0.412,
 "cluster_id": "pr-scope-43587-2",
 "kind": "pr_scope",
 "last_activity_at": "2026-03-25T16:52:04Z",
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 "pairwise": [
 {
 "breadth_similarity": 0.8,
 "concentration_similarity": 0.849,
 "content_similarity": 0.245,
 "left_pr_number": 43587,
 "right_pr_number": 44992,
 "shared_directories": [
 "utils"
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 "utils/check_docstrings.py"
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 "similarity": 0.412,
 "size_similarity": 0.787
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 "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"
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 "shared_filenames": [
 "utils/check_docstrings.py"
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 "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": [
 "Charly21r",
 "khushali9"
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 "average_similarity": 0.409,
 "cluster_id": "pr-scope-44146-2",
 "kind": "pr_scope",
 "last_activity_at": "2026-03-25T15:02:57Z",
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 {
 "breadth_similarity": 0.75,
 "concentration_similarity": 0.898,
 "content_similarity": 0.284,
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 "right_pr_number": 44949,
 "shared_directories": [
 "src/transformers",
 "tests/trainer",
 "src",
 "tests"
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 "shared_filenames": [
 "tests/trainer/test_trainer_callback.py"
 ],
 "similarity": 0.409,
 "size_similarity": 0.605
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 ],
 "recent_pr_count": 2,
 "recent_pr_numbers": [
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 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": [
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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"
 },
 {
 "authors": [
 "kashif",
 "qgallouedec"
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 "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"
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 "shared_filenames": [
 "src/transformers/trainer_callback.py"
 ],
 "similarity": 0.406,
 "size_similarity": 0.004
 }
 ],
 "pr_count": 2,
 "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": [
 "ArthurZucker",
 "ydshieh"
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