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Browse files- README.md +7 -6
- assets/geist-cyrillic-wght-normal-CHSlOQsW.woff2 +0 -0
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- assets/geist-latin-wght-normal-Dm3htQBi.woff2 +0 -0
- assets/index-D-MO-Nxr.css +1 -0
- assets/index-DAJCFClI.js +0 -0
- data/clusters.json +0 -0
- data/contributors.json +0 -0
- data/pr_scope_clusters.json +2664 -0
- data/prs.json +0 -0
- data/summary.json +17 -0
- index.html +11 -17
- style.css +0 -28
README.md
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title: Transformers
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sdk: static
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pinned: false
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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title: Transformers PR Dashboard
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emoji: 🔍
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colorFrom: blue
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sdk: static
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app_file: index.html
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short_description: PR triage dashboard with cluster and signal analysis
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fullWidth: true
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#0000}@property --tw-shadow-color{syntax:"*";inherits:false}@property --tw-shadow-alpha{syntax:"<percentage>";inherits:false;initial-value:100%}@property --tw-inset-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-inset-shadow-color{syntax:"*";inherits:false}@property --tw-inset-shadow-alpha{syntax:"<percentage>";inherits:false;initial-value:100%}@property --tw-ring-color{syntax:"*";inherits:false}@property --tw-ring-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-inset-ring-color{syntax:"*";inherits:false}@property --tw-inset-ring-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-ring-inset{syntax:"*";inherits:false}@property --tw-ring-offset-width{syntax:"<length>";inherits:false;initial-value:0}@property --tw-ring-offset-color{syntax:"*";inherits:false;initial-value:#fff}@property --tw-ring-offset-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-outline-style{syntax:"*";inherits:false;initial-value:solid}@property --tw-blur{syntax:"*";inherits:false}@property --tw-brightness{syntax:"*";inherits:false}@property --tw-contrast{syntax:"*";inherits:false}@property --tw-grayscale{syntax:"*";inherits:false}@property --tw-hue-rotate{syntax:"*";inherits:false}@property --tw-invert{syntax:"*";inherits:false}@property --tw-opacity{syntax:"*";inherits:false}@property --tw-saturate{syntax:"*";inherits:false}@property --tw-sepia{syntax:"*";inherits:false}@property --tw-drop-shadow{syntax:"*";inherits:false}@property --tw-drop-shadow-color{syntax:"*";inherits:false}@property --tw-drop-shadow-alpha{syntax:"<percentage>";inherits:false;initial-value:100%}@property --tw-drop-shadow-size{syntax:"*";inherits:false}@property --tw-duration{syntax:"*";inherits:false}@property --tw-content{syntax:"*";inherits:false;initial-value:""}@keyframes pulse{50%{opacity:.5}}@keyframes enter{0%{opacity:var(--tw-enter-opacity,1);transform:translate3d(var(--tw-enter-translate-x,0),var(--tw-enter-translate-y,0),0)scale3d(var(--tw-enter-scale,1),var(--tw-enter-scale,1),var(--tw-enter-scale,1))rotate(var(--tw-enter-rotate,0));filter:blur(var(--tw-enter-blur,0))}}@keyframes exit{to{opacity:var(--tw-exit-opacity,1);transform:translate3d(var(--tw-exit-translate-x,0),var(--tw-exit-translate-y,0),0)scale3d(var(--tw-exit-scale,1),var(--tw-exit-scale,1),var(--tw-exit-scale,1))rotate(var(--tw-exit-rotate,0));filter:blur(var(--tw-exit-blur,0))}}
|
assets/index-DAJCFClI.js
ADDED
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The diff for this file is too large to render.
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data/clusters.json
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data/contributors.json
ADDED
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data/pr_scope_clusters.json
ADDED
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@@ -0,0 +1,2664 @@
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"src/transformers",
|
| 774 |
+
"src",
|
| 775 |
+
"src/transformers/models/codegen"
|
| 776 |
+
],
|
| 777 |
+
"shared_filenames": [
|
| 778 |
+
"src/transformers/models/gptj/modeling_gptj.py",
|
| 779 |
+
"src/transformers/models/codegen/modeling_codegen.py"
|
| 780 |
+
],
|
| 781 |
+
"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.",
|
| 782 |
+
"title": "Scope: Refactor gptj output tracing to use standardized decorators"
|
| 783 |
+
},
|
| 784 |
+
{
|
| 785 |
+
"authors": [
|
| 786 |
+
"JokeYoonic",
|
| 787 |
+
"akashadsare",
|
| 788 |
+
"lakprigan"
|
| 789 |
+
],
|
| 790 |
+
"average_similarity": 0.574,
|
| 791 |
+
"cluster_id": "pr-scope-44015-3",
|
| 792 |
+
"kind": "pr_scope",
|
| 793 |
+
"last_activity_at": "2026-03-18T17:16:49Z",
|
| 794 |
+
"pairwise": [
|
| 795 |
+
{
|
| 796 |
+
"breadth_similarity": 1.0,
|
| 797 |
+
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|
| 798 |
+
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|
| 799 |
+
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|
| 800 |
+
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|
| 801 |
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|
| 802 |
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"src/transformers/models/gpt2",
|
| 803 |
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"src/transformers/models",
|
| 804 |
+
"src/transformers",
|
| 805 |
+
"src"
|
| 806 |
+
],
|
| 807 |
+
"shared_filenames": [
|
| 808 |
+
"src/transformers/models/gpt2/modeling_gpt2.py"
|
| 809 |
+
],
|
| 810 |
+
"similarity": 0.691,
|
| 811 |
+
"size_similarity": 0.062
|
| 812 |
+
},
|
| 813 |
+
{
|
| 814 |
+
"breadth_similarity": 0.333,
|
| 815 |
+
"concentration_similarity": 0.488,
|
| 816 |
+
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|
| 817 |
+
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|
| 818 |
+
"right_pr_number": 44059,
|
| 819 |
+
"shared_directories": [
|
| 820 |
+
"src/transformers/models/gpt2",
|
| 821 |
+
"src/transformers/models",
|
| 822 |
+
"src/transformers",
|
| 823 |
+
"src"
|
| 824 |
+
],
|
| 825 |
+
"shared_filenames": [
|
| 826 |
+
"src/transformers/models/gpt2/modeling_gpt2.py"
|
| 827 |
+
],
|
| 828 |
+
"similarity": 0.611,
|
| 829 |
+
"size_similarity": 0.543
|
| 830 |
+
},
|
| 831 |
+
{
|
| 832 |
+
"breadth_similarity": 0.333,
|
| 833 |
+
"concentration_similarity": 0.488,
|
| 834 |
+
"content_similarity": 0.511,
|
| 835 |
+
"left_pr_number": 44015,
|
| 836 |
+
"right_pr_number": 44676,
|
| 837 |
+
"shared_directories": [
|
| 838 |
+
"src/transformers/models/gpt2",
|
| 839 |
+
"src/transformers/models",
|
| 840 |
+
"src/transformers",
|
| 841 |
+
"src"
|
| 842 |
+
],
|
| 843 |
+
"shared_filenames": [
|
| 844 |
+
"src/transformers/models/gpt2/modeling_gpt2.py"
|
| 845 |
+
],
|
| 846 |
+
"similarity": 0.421,
|
| 847 |
+
"size_similarity": 0.034
|
| 848 |
+
}
|
| 849 |
+
],
|
| 850 |
+
"pr_count": 3,
|
| 851 |
+
"pr_numbers": [
|
| 852 |
+
44015,
|
| 853 |
+
44059,
|
| 854 |
+
44676
|
| 855 |
+
],
|
| 856 |
+
"recent_pr_count": 3,
|
| 857 |
+
"recent_pr_numbers": [
|
| 858 |
+
44015,
|
| 859 |
+
44059,
|
| 860 |
+
44676
|
| 861 |
+
],
|
| 862 |
+
"representative_pr_number": 44059,
|
| 863 |
+
"representative_title": "[GPT2] Refactor output tracing to use capture_outputs/can_return_tuple decorators",
|
| 864 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/44059",
|
| 865 |
+
"shared_directories": [
|
| 866 |
+
"src/transformers/models/gpt2",
|
| 867 |
+
"src/transformers/models",
|
| 868 |
+
"src/transformers",
|
| 869 |
+
"src"
|
| 870 |
+
],
|
| 871 |
+
"shared_filenames": [
|
| 872 |
+
"src/transformers/models/gpt2/modeling_gpt2.py"
|
| 873 |
+
],
|
| 874 |
+
"summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
|
| 875 |
+
"title": "Scope: [GPT2] Refactor output tracing to use capture_outputs/can_return_tuple decorators"
|
| 876 |
+
},
|
| 877 |
+
{
|
| 878 |
+
"authors": [
|
| 879 |
+
"Sid-V5",
|
| 880 |
+
"karthiksuki",
|
| 881 |
+
"pdwi2020"
|
| 882 |
+
],
|
| 883 |
+
"average_similarity": 0.53,
|
| 884 |
+
"cluster_id": "pr-scope-43997-3",
|
| 885 |
+
"kind": "pr_scope",
|
| 886 |
+
"last_activity_at": "2026-02-19T15:49:49Z",
|
| 887 |
+
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|
| 888 |
+
{
|
| 889 |
+
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|
| 890 |
+
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|
| 891 |
+
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|
| 892 |
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|
| 893 |
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|
| 894 |
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|
| 895 |
+
"src/transformers/models/resnet",
|
| 896 |
+
"src/transformers/models",
|
| 897 |
+
"src/transformers",
|
| 898 |
+
"src"
|
| 899 |
+
],
|
| 900 |
+
"shared_filenames": [
|
| 901 |
+
"src/transformers/models/resnet/modeling_resnet.py"
|
| 902 |
+
],
|
| 903 |
+
"similarity": 0.699,
|
| 904 |
+
"size_similarity": 0.94
|
| 905 |
+
},
|
| 906 |
+
{
|
| 907 |
+
"breadth_similarity": 0.333,
|
| 908 |
+
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|
| 909 |
+
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|
| 910 |
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|
| 911 |
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|
| 912 |
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|
| 913 |
+
"src/transformers/models/regnet",
|
| 914 |
+
"src/transformers/models",
|
| 915 |
+
"src/transformers",
|
| 916 |
+
"src"
|
| 917 |
+
],
|
| 918 |
+
"shared_filenames": [
|
| 919 |
+
"src/transformers/models/regnet/modeling_regnet.py"
|
| 920 |
+
],
|
| 921 |
+
"similarity": 0.616,
|
| 922 |
+
"size_similarity": 0.679
|
| 923 |
+
},
|
| 924 |
+
{
|
| 925 |
+
"breadth_similarity": 1.0,
|
| 926 |
+
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|
| 927 |
+
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|
| 928 |
+
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|
| 929 |
+
"right_pr_number": 44019,
|
| 930 |
+
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|
| 931 |
+
"src/transformers/models",
|
| 932 |
+
"src/transformers",
|
| 933 |
+
"src"
|
| 934 |
+
],
|
| 935 |
+
"shared_filenames": [],
|
| 936 |
+
"similarity": 0.276,
|
| 937 |
+
"size_similarity": 0.722
|
| 938 |
+
}
|
| 939 |
+
],
|
| 940 |
+
"pr_count": 3,
|
| 941 |
+
"pr_numbers": [
|
| 942 |
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43997,
|
| 943 |
+
44007,
|
| 944 |
+
44019
|
| 945 |
+
],
|
| 946 |
+
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|
| 947 |
+
"recent_pr_numbers": [
|
| 948 |
+
43997,
|
| 949 |
+
44007,
|
| 950 |
+
44019
|
| 951 |
+
],
|
| 952 |
+
"representative_pr_number": 44007,
|
| 953 |
+
"representative_title": "[ResNet] Refactor output tracing to decorator-based interface",
|
| 954 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/44007",
|
| 955 |
+
"shared_directories": [
|
| 956 |
+
"src/transformers/models",
|
| 957 |
+
"src/transformers",
|
| 958 |
+
"src",
|
| 959 |
+
"src/transformers/models/regnet",
|
| 960 |
+
"src/transformers/models/resnet"
|
| 961 |
+
],
|
| 962 |
+
"shared_filenames": [
|
| 963 |
+
"src/transformers/models/regnet/modeling_regnet.py",
|
| 964 |
+
"src/transformers/models/resnet/modeling_resnet.py"
|
| 965 |
+
],
|
| 966 |
+
"summary": "3 open PRs share weighted file overlap around `src/transformers/models/regnet/modeling_regnet.py`, `src/transformers/models/resnet/modeling_resnet.py`; representative PR #44007.",
|
| 967 |
+
"title": "Scope: [ResNet] Refactor output tracing to decorator-based interface"
|
| 968 |
+
},
|
| 969 |
+
{
|
| 970 |
+
"authors": [
|
| 971 |
+
"hf-security-analysis[bot]",
|
| 972 |
+
"ydshieh"
|
| 973 |
+
],
|
| 974 |
+
"average_similarity": 0.494,
|
| 975 |
+
"cluster_id": "pr-scope-43532-3",
|
| 976 |
+
"kind": "pr_scope",
|
| 977 |
+
"last_activity_at": "2026-03-11T15:49:09Z",
|
| 978 |
+
"pairwise": [
|
| 979 |
+
{
|
| 980 |
+
"breadth_similarity": 0.208,
|
| 981 |
+
"concentration_similarity": 0.605,
|
| 982 |
+
"content_similarity": 0.548,
|
| 983 |
+
"left_pr_number": 43532,
|
| 984 |
+
"right_pr_number": 44599,
|
| 985 |
+
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|
| 986 |
+
".github/workflows",
|
| 987 |
+
".github"
|
| 988 |
+
],
|
| 989 |
+
"shared_filenames": [
|
| 990 |
+
".github/workflows/self-comment-ci.yml"
|
| 991 |
+
],
|
| 992 |
+
"similarity": 0.543,
|
| 993 |
+
"size_similarity": 0.726
|
| 994 |
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},
|
| 995 |
+
{
|
| 996 |
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"breadth_similarity": 0.875,
|
| 997 |
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"concentration_similarity": 0.893,
|
| 998 |
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"content_similarity": 0.445,
|
| 999 |
+
"left_pr_number": 43532,
|
| 1000 |
+
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|
| 1001 |
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|
| 1002 |
+
"tests/models/vit",
|
| 1003 |
+
".github/workflows",
|
| 1004 |
+
"tests/models",
|
| 1005 |
+
".github",
|
| 1006 |
+
"tests",
|
| 1007 |
+
"utils"
|
| 1008 |
+
],
|
| 1009 |
+
"shared_filenames": [
|
| 1010 |
+
".github/workflows/self-comment-ci.yml",
|
| 1011 |
+
".github/workflows/self-scheduled.yml",
|
| 1012 |
+
"tests/models/vit/test_modeling_vit.py",
|
| 1013 |
+
"utils/notification_service.py"
|
| 1014 |
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],
|
| 1015 |
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|
| 1016 |
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"size_similarity": 0.395
|
| 1017 |
+
},
|
| 1018 |
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{
|
| 1019 |
+
"breadth_similarity": 0.188,
|
| 1020 |
+
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|
| 1021 |
+
"content_similarity": 0.442,
|
| 1022 |
+
"left_pr_number": 43649,
|
| 1023 |
+
"right_pr_number": 44599,
|
| 1024 |
+
"shared_directories": [
|
| 1025 |
+
".github/workflows",
|
| 1026 |
+
".github"
|
| 1027 |
+
],
|
| 1028 |
+
"shared_filenames": [
|
| 1029 |
+
".github/workflows/self-comment-ci.yml"
|
| 1030 |
+
],
|
| 1031 |
+
"similarity": 0.435,
|
| 1032 |
+
"size_similarity": 0.545
|
| 1033 |
+
}
|
| 1034 |
+
],
|
| 1035 |
+
"pr_count": 3,
|
| 1036 |
+
"pr_numbers": [
|
| 1037 |
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43532,
|
| 1038 |
+
43649,
|
| 1039 |
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44599
|
| 1040 |
+
],
|
| 1041 |
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"recent_pr_count": 3,
|
| 1042 |
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"recent_pr_numbers": [
|
| 1043 |
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43532,
|
| 1044 |
+
43649,
|
| 1045 |
+
44599
|
| 1046 |
+
],
|
| 1047 |
+
"representative_pr_number": 43532,
|
| 1048 |
+
"representative_title": "[don't merge] Show diff",
|
| 1049 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/43532",
|
| 1050 |
+
"shared_directories": [
|
| 1051 |
+
".github/workflows",
|
| 1052 |
+
".github",
|
| 1053 |
+
"tests/models/vit",
|
| 1054 |
+
"tests/models",
|
| 1055 |
+
"utils",
|
| 1056 |
+
"tests"
|
| 1057 |
+
],
|
| 1058 |
+
"shared_filenames": [
|
| 1059 |
+
".github/workflows/self-comment-ci.yml",
|
| 1060 |
+
"utils/notification_service.py",
|
| 1061 |
+
".github/workflows/self-scheduled.yml",
|
| 1062 |
+
"tests/models/vit/test_modeling_vit.py"
|
| 1063 |
+
],
|
| 1064 |
+
"summary": "3 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
|
| 1065 |
+
"title": "Scope: [don't merge] Show diff"
|
| 1066 |
+
},
|
| 1067 |
+
{
|
| 1068 |
+
"authors": [
|
| 1069 |
+
"stevhliu"
|
| 1070 |
+
],
|
| 1071 |
+
"average_similarity": 0.368,
|
| 1072 |
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"cluster_id": "pr-scope-44290-3",
|
| 1073 |
+
"kind": "pr_scope",
|
| 1074 |
+
"last_activity_at": "2026-03-23T09:09:32Z",
|
| 1075 |
+
"pairwise": [
|
| 1076 |
+
{
|
| 1077 |
+
"breadth_similarity": 0.75,
|
| 1078 |
+
"concentration_similarity": 0.998,
|
| 1079 |
+
"content_similarity": 0.229,
|
| 1080 |
+
"left_pr_number": 44342,
|
| 1081 |
+
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| 1082 |
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|
| 1083 |
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"docs/source/en",
|
| 1084 |
+
"docs/source",
|
| 1085 |
+
"docs"
|
| 1086 |
+
],
|
| 1087 |
+
"shared_filenames": [
|
| 1088 |
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"docs/source/en/_toctree.yml",
|
| 1089 |
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"docs/source/en/perf_train_gpu_one.md"
|
| 1090 |
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],
|
| 1091 |
+
"similarity": 0.388,
|
| 1092 |
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"size_similarity": 0.683
|
| 1093 |
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},
|
| 1094 |
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{
|
| 1095 |
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"breadth_similarity": 0.833,
|
| 1096 |
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|
| 1097 |
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|
| 1098 |
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|
| 1099 |
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|
| 1100 |
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|
| 1101 |
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"docs/source/en",
|
| 1102 |
+
"docs/source",
|
| 1103 |
+
"docs"
|
| 1104 |
+
],
|
| 1105 |
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"shared_filenames": [
|
| 1106 |
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"docs/source/en/_toctree.yml",
|
| 1107 |
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"docs/source/en/perf_train_gpu_one.md"
|
| 1108 |
+
],
|
| 1109 |
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"similarity": 0.372,
|
| 1110 |
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"size_similarity": 0.904
|
| 1111 |
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},
|
| 1112 |
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{
|
| 1113 |
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"breadth_similarity": 0.583,
|
| 1114 |
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"concentration_similarity": 0.998,
|
| 1115 |
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|
| 1116 |
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|
| 1117 |
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|
| 1118 |
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|
| 1119 |
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"docs/source/en",
|
| 1120 |
+
"docs/source",
|
| 1121 |
+
"docs"
|
| 1122 |
+
],
|
| 1123 |
+
"shared_filenames": [
|
| 1124 |
+
"docs/source/en/_toctree.yml",
|
| 1125 |
+
"docs/source/en/perf_train_gpu_one.md"
|
| 1126 |
+
],
|
| 1127 |
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"similarity": 0.344,
|
| 1128 |
+
"size_similarity": 0.756
|
| 1129 |
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}
|
| 1130 |
+
],
|
| 1131 |
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|
| 1132 |
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| 1133 |
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44290,
|
| 1134 |
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44342,
|
| 1135 |
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44799
|
| 1136 |
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|
| 1137 |
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|
| 1138 |
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|
| 1139 |
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44290,
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| 1140 |
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44342,
|
| 1141 |
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44799
|
| 1142 |
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|
| 1143 |
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|
| 1144 |
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|
| 1145 |
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"representative_url": "https://github.com/huggingface/transformers/pull/44342",
|
| 1146 |
+
"shared_directories": [
|
| 1147 |
+
"docs/source/en",
|
| 1148 |
+
"docs/source",
|
| 1149 |
+
"docs"
|
| 1150 |
+
],
|
| 1151 |
+
"shared_filenames": [
|
| 1152 |
+
"docs/source/en/perf_train_gpu_one.md",
|
| 1153 |
+
"docs/source/en/_toctree.yml"
|
| 1154 |
+
],
|
| 1155 |
+
"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.",
|
| 1156 |
+
"title": "Scope: [docs] training performance"
|
| 1157 |
+
},
|
| 1158 |
+
{
|
| 1159 |
+
"authors": [
|
| 1160 |
+
"IvanFan-Van",
|
| 1161 |
+
"dacorvo"
|
| 1162 |
+
],
|
| 1163 |
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|
| 1164 |
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|
| 1165 |
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|
| 1166 |
+
"last_activity_at": "2026-03-20T05:45:46Z",
|
| 1167 |
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|
| 1168 |
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{
|
| 1169 |
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|
| 1170 |
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| 1171 |
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| 1177 |
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|
| 1178 |
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],
|
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|
| 1180 |
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{
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| 1194 |
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| 1195 |
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],
|
| 1196 |
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|
| 1197 |
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|
| 1198 |
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],
|
| 1199 |
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|
| 1200 |
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|
| 1201 |
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{
|
| 1203 |
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|
| 1204 |
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|
| 1211 |
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|
| 1212 |
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],
|
| 1213 |
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|
| 1214 |
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|
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],
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|
| 1217 |
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|
| 1218 |
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},
|
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{
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|
| 1221 |
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| 1222 |
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| 1228 |
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|
| 1229 |
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],
|
| 1230 |
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|
| 1231 |
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|
| 1232 |
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],
|
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|
| 1234 |
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|
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},
|
| 1236 |
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{
|
| 1237 |
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|
| 1238 |
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|
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|
| 1243 |
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|
| 1244 |
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|
| 1245 |
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"src"
|
| 1246 |
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],
|
| 1247 |
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|
| 1248 |
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|
| 1249 |
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],
|
| 1250 |
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|
| 1251 |
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|
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},
|
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{
|
| 1254 |
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|
| 1255 |
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|
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|
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|
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|
| 1262 |
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"src"
|
| 1263 |
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],
|
| 1264 |
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"shared_filenames": [
|
| 1265 |
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"src/transformers/generation/utils.py"
|
| 1266 |
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],
|
| 1267 |
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|
| 1268 |
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|
| 1269 |
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}
|
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],
|
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|
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|
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34667,
|
| 1274 |
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39683,
|
| 1275 |
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44757,
|
| 1276 |
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44872
|
| 1277 |
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],
|
| 1278 |
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|
| 1279 |
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|
| 1280 |
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44757,
|
| 1281 |
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44872
|
| 1282 |
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],
|
| 1283 |
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|
| 1284 |
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"representative_title": "Clear unused allocated GPU memory when available GPU memory is low. ",
|
| 1285 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/34667",
|
| 1286 |
+
"shared_directories": [
|
| 1287 |
+
"src/transformers/generation",
|
| 1288 |
+
"src/transformers",
|
| 1289 |
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"src"
|
| 1290 |
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],
|
| 1291 |
+
"shared_filenames": [
|
| 1292 |
+
"src/transformers/generation/utils.py"
|
| 1293 |
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],
|
| 1294 |
+
"summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #34667.",
|
| 1295 |
+
"title": "Scope: Clear unused allocated GPU memory when available GPU memory is low. "
|
| 1296 |
+
},
|
| 1297 |
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{
|
| 1298 |
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"authors": [
|
| 1299 |
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"itazap",
|
| 1300 |
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"vaibhav-research"
|
| 1301 |
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],
|
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{
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| 1309 |
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| 1314 |
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| 1315 |
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|
| 1316 |
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],
|
| 1317 |
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|
| 1318 |
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|
| 1319 |
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],
|
| 1320 |
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|
| 1321 |
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|
| 1322 |
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},
|
| 1323 |
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{
|
| 1324 |
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|
| 1325 |
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|
| 1326 |
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|
| 1330 |
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"src/transformers",
|
| 1331 |
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"src"
|
| 1332 |
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],
|
| 1333 |
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"shared_filenames": [
|
| 1334 |
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"src/transformers/tokenization_utils_tokenizers.py"
|
| 1335 |
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],
|
| 1336 |
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"similarity": 0.502,
|
| 1337 |
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"size_similarity": 0.148
|
| 1338 |
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},
|
| 1339 |
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{
|
| 1340 |
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"breadth_similarity": 0.75,
|
| 1341 |
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| 1342 |
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| 1346 |
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"src/transformers",
|
| 1347 |
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"src"
|
| 1348 |
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],
|
| 1349 |
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"shared_filenames": [
|
| 1350 |
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"src/transformers/tokenization_utils_tokenizers.py"
|
| 1351 |
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],
|
| 1352 |
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"similarity": 0.446,
|
| 1353 |
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"size_similarity": 0.114
|
| 1354 |
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}
|
| 1355 |
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],
|
| 1356 |
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"pr_count": 3,
|
| 1357 |
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"pr_numbers": [
|
| 1358 |
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43422,
|
| 1359 |
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43603,
|
| 1360 |
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44606
|
| 1361 |
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],
|
| 1362 |
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|
| 1363 |
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|
| 1364 |
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43603,
|
| 1365 |
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44606
|
| 1366 |
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],
|
| 1367 |
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"representative_pr_number": 44606,
|
| 1368 |
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"representative_title": "optionally override tokenizer class with serialized tokenizer ",
|
| 1369 |
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"representative_url": "https://github.com/huggingface/transformers/pull/44606",
|
| 1370 |
+
"shared_directories": [
|
| 1371 |
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"src/transformers",
|
| 1372 |
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"src"
|
| 1373 |
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],
|
| 1374 |
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"shared_filenames": [
|
| 1375 |
+
"src/transformers/tokenization_utils_tokenizers.py"
|
| 1376 |
+
],
|
| 1377 |
+
"summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.",
|
| 1378 |
+
"title": "Scope: optionally override tokenizer class with serialized tokenizer "
|
| 1379 |
+
},
|
| 1380 |
+
{
|
| 1381 |
+
"authors": [
|
| 1382 |
+
"MekkCyber",
|
| 1383 |
+
"mvanhorn"
|
| 1384 |
+
],
|
| 1385 |
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"average_similarity": 0.471,
|
| 1386 |
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"cluster_id": "pr-scope-41097-3",
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| 1387 |
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| 1388 |
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"last_activity_at": "2026-03-09T16:08:29Z",
|
| 1389 |
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|
| 1390 |
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{
|
| 1391 |
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|
| 1392 |
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|
| 1393 |
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| 1394 |
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| 1397 |
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"src/transformers",
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"src"
|
| 1399 |
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],
|
| 1400 |
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|
| 1401 |
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"src/transformers/modeling_flash_attention_utils.py"
|
| 1402 |
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],
|
| 1403 |
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|
| 1404 |
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|
| 1405 |
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},
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| 1406 |
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{
|
| 1407 |
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|
| 1408 |
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|
| 1409 |
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| 1410 |
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| 1411 |
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| 1413 |
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"src/transformers",
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"src"
|
| 1415 |
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],
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| 1416 |
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|
| 1417 |
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"src/transformers/modeling_flash_attention_utils.py"
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| 1418 |
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],
|
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"similarity": 0.444,
|
| 1420 |
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|
| 1421 |
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},
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| 1422 |
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{
|
| 1423 |
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|
| 1424 |
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| 1425 |
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| 1426 |
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|
| 1427 |
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|
| 1428 |
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|
| 1429 |
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"src/transformers",
|
| 1430 |
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"src"
|
| 1431 |
+
],
|
| 1432 |
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"shared_filenames": [
|
| 1433 |
+
"src/transformers/modeling_flash_attention_utils.py"
|
| 1434 |
+
],
|
| 1435 |
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"similarity": 0.412,
|
| 1436 |
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"size_similarity": 0.16
|
| 1437 |
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}
|
| 1438 |
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],
|
| 1439 |
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|
| 1440 |
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|
| 1441 |
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41097,
|
| 1442 |
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43549,
|
| 1443 |
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44547
|
| 1444 |
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],
|
| 1445 |
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|
| 1446 |
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|
| 1447 |
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43549,
|
| 1448 |
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44547
|
| 1449 |
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],
|
| 1450 |
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|
| 1451 |
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"representative_title": "[kernels] exception handling for fa kernels",
|
| 1452 |
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"representative_url": "https://github.com/huggingface/transformers/pull/43549",
|
| 1453 |
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|
| 1454 |
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"src/transformers",
|
| 1455 |
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"src"
|
| 1456 |
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],
|
| 1457 |
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"shared_filenames": [
|
| 1458 |
+
"src/transformers/modeling_flash_attention_utils.py"
|
| 1459 |
+
],
|
| 1460 |
+
"summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_flash_attention_utils.py`; representative PR #43549.",
|
| 1461 |
+
"title": "Scope: [kernels] exception handling for fa kernels"
|
| 1462 |
+
},
|
| 1463 |
+
{
|
| 1464 |
+
"authors": [
|
| 1465 |
+
"mtthw13",
|
| 1466 |
+
"yashbora9"
|
| 1467 |
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],
|
| 1468 |
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"average_similarity": 0.989,
|
| 1469 |
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"cluster_id": "pr-scope-44018-2",
|
| 1470 |
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"kind": "pr_scope",
|
| 1471 |
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"last_activity_at": "2026-02-18T08:30:32Z",
|
| 1472 |
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|
| 1473 |
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{
|
| 1474 |
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|
| 1475 |
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|
| 1476 |
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| 1477 |
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|
| 1478 |
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| 1479 |
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|
| 1480 |
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"src/transformers/models/gpt_neo",
|
| 1481 |
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"src/transformers/models",
|
| 1482 |
+
"tests/models/gpt_neo",
|
| 1483 |
+
"src/transformers",
|
| 1484 |
+
"tests/models",
|
| 1485 |
+
"src",
|
| 1486 |
+
"tests"
|
| 1487 |
+
],
|
| 1488 |
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|
| 1489 |
+
"src/transformers/models/gpt_neo/modeling_gpt_neo.py",
|
| 1490 |
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"tests/models/gpt_neo/test_modeling_gpt_neo.py"
|
| 1491 |
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],
|
| 1492 |
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"similarity": 0.989,
|
| 1493 |
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"size_similarity": 0.932
|
| 1494 |
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}
|
| 1495 |
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],
|
| 1496 |
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"pr_count": 2,
|
| 1497 |
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"pr_numbers": [
|
| 1498 |
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44018,
|
| 1499 |
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44068
|
| 1500 |
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],
|
| 1501 |
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|
| 1502 |
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"recent_pr_numbers": [
|
| 1503 |
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44018,
|
| 1504 |
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44068
|
| 1505 |
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],
|
| 1506 |
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"representative_pr_number": 44018,
|
| 1507 |
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"representative_title": "Refactor GPT-Neo output tracing to use capture_outputs/can_return_tuple",
|
| 1508 |
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"representative_url": "https://github.com/huggingface/transformers/pull/44018",
|
| 1509 |
+
"shared_directories": [
|
| 1510 |
+
"src/transformers/models/gpt_neo",
|
| 1511 |
+
"tests/models/gpt_neo",
|
| 1512 |
+
"src/transformers/models",
|
| 1513 |
+
"tests/models",
|
| 1514 |
+
"src/transformers",
|
| 1515 |
+
"tests",
|
| 1516 |
+
"src"
|
| 1517 |
+
],
|
| 1518 |
+
"shared_filenames": [
|
| 1519 |
+
"src/transformers/models/gpt_neo/modeling_gpt_neo.py",
|
| 1520 |
+
"tests/models/gpt_neo/test_modeling_gpt_neo.py"
|
| 1521 |
+
],
|
| 1522 |
+
"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.",
|
| 1523 |
+
"title": "Scope: Refactor GPT-Neo output tracing to use capture_outputs/can_return_tuple"
|
| 1524 |
+
},
|
| 1525 |
+
{
|
| 1526 |
+
"authors": [
|
| 1527 |
+
"lashahub"
|
| 1528 |
+
],
|
| 1529 |
+
"average_similarity": 0.831,
|
| 1530 |
+
"cluster_id": "pr-scope-43538-2",
|
| 1531 |
+
"kind": "pr_scope",
|
| 1532 |
+
"last_activity_at": "2026-03-25T17:19:57Z",
|
| 1533 |
+
"pairwise": [
|
| 1534 |
+
{
|
| 1535 |
+
"breadth_similarity": 0.862,
|
| 1536 |
+
"concentration_similarity": 0.865,
|
| 1537 |
+
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|
| 1538 |
+
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|
| 1539 |
+
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|
| 1540 |
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|
| 1541 |
+
"docs/source/en/model_doc",
|
| 1542 |
+
"src/transformers/models/audioflamingo3",
|
| 1543 |
+
"src/transformers/models/auto",
|
| 1544 |
+
"src/transformers/models/glmasr",
|
| 1545 |
+
"src/transformers/models/musicflamingo",
|
| 1546 |
+
"docs/source/en",
|
| 1547 |
+
"src/transformers/models",
|
| 1548 |
+
"tests/fixtures/audioflamingo3",
|
| 1549 |
+
"tests/fixtures/musicflamingo",
|
| 1550 |
+
"tests/models/audioflamingo3"
|
| 1551 |
+
],
|
| 1552 |
+
"shared_filenames": [
|
| 1553 |
+
"docs/source/en/_toctree.yml",
|
| 1554 |
+
"docs/source/en/model_doc/audioflamingo3.md",
|
| 1555 |
+
"docs/source/en/model_doc/musicflamingo.md",
|
| 1556 |
+
"docs/source/en/model_doc/vibevoice_acoustic_tokenizer.md",
|
| 1557 |
+
"src/transformers/models/__init__.py",
|
| 1558 |
+
"src/transformers/models/audioflamingo3/configuration_audioflamingo3.py",
|
| 1559 |
+
"src/transformers/models/audioflamingo3/modeling_audioflamingo3.py",
|
| 1560 |
+
"src/transformers/models/audioflamingo3/modular_audioflamingo3.py",
|
| 1561 |
+
"src/transformers/models/audioflamingo3/processing_audioflamingo3.py",
|
| 1562 |
+
"src/transformers/models/auto/configuration_auto.py"
|
| 1563 |
+
],
|
| 1564 |
+
"similarity": 0.831,
|
| 1565 |
+
"size_similarity": 0.748
|
| 1566 |
+
}
|
| 1567 |
+
],
|
| 1568 |
+
"pr_count": 2,
|
| 1569 |
+
"pr_numbers": [
|
| 1570 |
+
43538,
|
| 1571 |
+
44830
|
| 1572 |
+
],
|
| 1573 |
+
"recent_pr_count": 2,
|
| 1574 |
+
"recent_pr_numbers": [
|
| 1575 |
+
43538,
|
| 1576 |
+
44830
|
| 1577 |
+
],
|
| 1578 |
+
"representative_pr_number": 43538,
|
| 1579 |
+
"representative_title": "Add Music Flamingo",
|
| 1580 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/43538",
|
| 1581 |
+
"shared_directories": [
|
| 1582 |
+
"src/transformers/models/musicflamingo",
|
| 1583 |
+
"src/transformers/models/glmasr",
|
| 1584 |
+
"src/transformers/models/audioflamingo3",
|
| 1585 |
+
"docs/source/en/model_doc",
|
| 1586 |
+
"src/transformers/models/auto",
|
| 1587 |
+
"tests/fixtures/audioflamingo3",
|
| 1588 |
+
"tests/fixtures/musicflamingo",
|
| 1589 |
+
"tests/models/audioflamingo3"
|
| 1590 |
+
],
|
| 1591 |
+
"shared_filenames": [
|
| 1592 |
+
"docs/source/en/model_doc/audioflamingo3.md",
|
| 1593 |
+
"docs/source/en/model_doc/musicflamingo.md",
|
| 1594 |
+
"src/transformers/models/audioflamingo3/configuration_audioflamingo3.py",
|
| 1595 |
+
"src/transformers/models/glmasr/processing_glmasr.py",
|
| 1596 |
+
"src/transformers/models/musicflamingo/__init__.py",
|
| 1597 |
+
"src/transformers/models/musicflamingo/configuration_musicflamingo.py",
|
| 1598 |
+
"src/transformers/models/musicflamingo/convert_musicflamingo_to_hf.py",
|
| 1599 |
+
"src/transformers/models/musicflamingo/modeling_musicflamingo.py"
|
| 1600 |
+
],
|
| 1601 |
+
"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.",
|
| 1602 |
+
"title": "Scope: Add Music Flamingo"
|
| 1603 |
+
},
|
| 1604 |
+
{
|
| 1605 |
+
"authors": [
|
| 1606 |
+
"ITcarrot",
|
| 1607 |
+
"Mr-Neutr0n"
|
| 1608 |
+
],
|
| 1609 |
+
"average_similarity": 0.819,
|
| 1610 |
+
"cluster_id": "pr-scope-43543-2",
|
| 1611 |
+
"kind": "pr_scope",
|
| 1612 |
+
"last_activity_at": "2026-02-05T18:14:28Z",
|
| 1613 |
+
"pairwise": [
|
| 1614 |
+
{
|
| 1615 |
+
"breadth_similarity": 1.0,
|
| 1616 |
+
"concentration_similarity": 1.0,
|
| 1617 |
+
"content_similarity": 0.913,
|
| 1618 |
+
"left_pr_number": 43543,
|
| 1619 |
+
"right_pr_number": 43775,
|
| 1620 |
+
"shared_directories": [
|
| 1621 |
+
"src/transformers/models/dbrx",
|
| 1622 |
+
"src/transformers/models/ernie4_5_moe",
|
| 1623 |
+
"src/transformers/models/ernie4_5_vl_moe",
|
| 1624 |
+
"src/transformers/models/flex_olmo",
|
| 1625 |
+
"src/transformers/models/glm4v_moe",
|
| 1626 |
+
"src/transformers/models/gpt_oss",
|
| 1627 |
+
"src/transformers/models/granitemoe",
|
| 1628 |
+
"src/transformers/models/granitemoehybrid",
|
| 1629 |
+
"src/transformers/models/granitemoeshared",
|
| 1630 |
+
"src/transformers/models/jamba"
|
| 1631 |
+
],
|
| 1632 |
+
"shared_filenames": [
|
| 1633 |
+
"src/transformers/models/dbrx/modeling_dbrx.py",
|
| 1634 |
+
"src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
|
| 1635 |
+
"src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
|
| 1636 |
+
"src/transformers/models/flex_olmo/modeling_flex_olmo.py",
|
| 1637 |
+
"src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
|
| 1638 |
+
"src/transformers/models/gpt_oss/modeling_gpt_oss.py",
|
| 1639 |
+
"src/transformers/models/granitemoe/modeling_granitemoe.py",
|
| 1640 |
+
"src/transformers/models/granitemoehybrid/modeling_granitemoehybrid.py",
|
| 1641 |
+
"src/transformers/models/granitemoeshared/modeling_granitemoeshared.py",
|
| 1642 |
+
"src/transformers/models/jamba/modeling_jamba.py"
|
| 1643 |
+
],
|
| 1644 |
+
"similarity": 0.819,
|
| 1645 |
+
"size_similarity": 0.2
|
| 1646 |
+
}
|
| 1647 |
+
],
|
| 1648 |
+
"pr_count": 2,
|
| 1649 |
+
"pr_numbers": [
|
| 1650 |
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43543,
|
| 1651 |
+
43775
|
| 1652 |
+
],
|
| 1653 |
+
"recent_pr_count": 2,
|
| 1654 |
+
"recent_pr_numbers": [
|
| 1655 |
+
43543,
|
| 1656 |
+
43775
|
| 1657 |
+
],
|
| 1658 |
+
"representative_pr_number": 43543,
|
| 1659 |
+
"representative_title": "Fix fp16 underflow in MoE load balancing loss by enforcing fp32 softmax",
|
| 1660 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/43543",
|
| 1661 |
+
"shared_directories": [
|
| 1662 |
+
"src/transformers/models/dbrx",
|
| 1663 |
+
"src/transformers/models/ernie4_5_moe",
|
| 1664 |
+
"src/transformers/models/jetmoe",
|
| 1665 |
+
"src/transformers/models/minimax_m2",
|
| 1666 |
+
"src/transformers/models/phimoe",
|
| 1667 |
+
"src/transformers/models/flex_olmo",
|
| 1668 |
+
"src/transformers/models/mixtral",
|
| 1669 |
+
"src/transformers/models/qwen3_moe"
|
| 1670 |
+
],
|
| 1671 |
+
"shared_filenames": [
|
| 1672 |
+
"src/transformers/models/dbrx/modeling_dbrx.py",
|
| 1673 |
+
"src/transformers/models/ernie4_5_moe/modeling_ernie4_5_moe.py",
|
| 1674 |
+
"src/transformers/models/jetmoe/modeling_jetmoe.py",
|
| 1675 |
+
"src/transformers/models/minimax_m2/modeling_minimax_m2.py",
|
| 1676 |
+
"src/transformers/models/mixtral/modeling_mixtral.py",
|
| 1677 |
+
"src/transformers/models/phimoe/modeling_phimoe.py",
|
| 1678 |
+
"src/transformers/models/flex_olmo/modeling_flex_olmo.py",
|
| 1679 |
+
"src/transformers/models/gpt_oss/modeling_gpt_oss.py"
|
| 1680 |
+
],
|
| 1681 |
+
"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.",
|
| 1682 |
+
"title": "Scope: Fix fp16 underflow in MoE load balancing loss by enforcing fp32 softmax"
|
| 1683 |
+
},
|
| 1684 |
+
{
|
| 1685 |
+
"authors": [
|
| 1686 |
+
"surya10602",
|
| 1687 |
+
"thecaptain789"
|
| 1688 |
+
],
|
| 1689 |
+
"average_similarity": 0.661,
|
| 1690 |
+
"cluster_id": "pr-scope-43779-2",
|
| 1691 |
+
"kind": "pr_scope",
|
| 1692 |
+
"last_activity_at": "2026-02-09T09:44:45Z",
|
| 1693 |
+
"pairwise": [
|
| 1694 |
+
{
|
| 1695 |
+
"breadth_similarity": 1.0,
|
| 1696 |
+
"concentration_similarity": 1.0,
|
| 1697 |
+
"content_similarity": 0.677,
|
| 1698 |
+
"left_pr_number": 43779,
|
| 1699 |
+
"right_pr_number": 43816,
|
| 1700 |
+
"shared_directories": [
|
| 1701 |
+
"src/transformers/integrations",
|
| 1702 |
+
"src/transformers",
|
| 1703 |
+
"src"
|
| 1704 |
+
],
|
| 1705 |
+
"shared_filenames": [
|
| 1706 |
+
"src/transformers/integrations/integration_utils.py"
|
| 1707 |
+
],
|
| 1708 |
+
"similarity": 0.661,
|
| 1709 |
+
"size_similarity": 0.25
|
| 1710 |
+
}
|
| 1711 |
+
],
|
| 1712 |
+
"pr_count": 2,
|
| 1713 |
+
"pr_numbers": [
|
| 1714 |
+
43779,
|
| 1715 |
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43816
|
| 1716 |
+
],
|
| 1717 |
+
"recent_pr_count": 2,
|
| 1718 |
+
"recent_pr_numbers": [
|
| 1719 |
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43779,
|
| 1720 |
+
43816
|
| 1721 |
+
],
|
| 1722 |
+
"representative_pr_number": 43779,
|
| 1723 |
+
"representative_title": "SwanLab: Add support for id and resume arguments in SwanLabCallback",
|
| 1724 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/43779",
|
| 1725 |
+
"shared_directories": [
|
| 1726 |
+
"src/transformers/integrations",
|
| 1727 |
+
"src/transformers",
|
| 1728 |
+
"src"
|
| 1729 |
+
],
|
| 1730 |
+
"shared_filenames": [
|
| 1731 |
+
"src/transformers/integrations/integration_utils.py"
|
| 1732 |
+
],
|
| 1733 |
+
"summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/integration_utils.py`; representative PR #43779.",
|
| 1734 |
+
"title": "Scope: SwanLab: Add support for id and resume arguments in SwanLabCallback"
|
| 1735 |
+
},
|
| 1736 |
+
{
|
| 1737 |
+
"authors": [
|
| 1738 |
+
"Cyrilvallez",
|
| 1739 |
+
"xenova"
|
| 1740 |
+
],
|
| 1741 |
+
"average_similarity": 0.592,
|
| 1742 |
+
"cluster_id": "pr-scope-44763-2",
|
| 1743 |
+
"kind": "pr_scope",
|
| 1744 |
+
"last_activity_at": "2026-03-23T15:14:13Z",
|
| 1745 |
+
"pairwise": [
|
| 1746 |
+
{
|
| 1747 |
+
"breadth_similarity": 0.833,
|
| 1748 |
+
"concentration_similarity": 1.0,
|
| 1749 |
+
"content_similarity": 0.459,
|
| 1750 |
+
"left_pr_number": 44763,
|
| 1751 |
+
"right_pr_number": 44888,
|
| 1752 |
+
"shared_directories": [
|
| 1753 |
+
"src/transformers/models/nemotron_h",
|
| 1754 |
+
"src/transformers/models",
|
| 1755 |
+
"src/transformers",
|
| 1756 |
+
"src"
|
| 1757 |
+
],
|
| 1758 |
+
"shared_filenames": [
|
| 1759 |
+
"src/transformers/models/nemotron_h/modeling_nemotron_h.py",
|
| 1760 |
+
"src/transformers/models/nemotron_h/modular_nemotron_h.py"
|
| 1761 |
+
],
|
| 1762 |
+
"similarity": 0.592,
|
| 1763 |
+
"size_similarity": 0.917
|
| 1764 |
+
}
|
| 1765 |
+
],
|
| 1766 |
+
"pr_count": 2,
|
| 1767 |
+
"pr_numbers": [
|
| 1768 |
+
44763,
|
| 1769 |
+
44888
|
| 1770 |
+
],
|
| 1771 |
+
"recent_pr_count": 2,
|
| 1772 |
+
"recent_pr_numbers": [
|
| 1773 |
+
44763,
|
| 1774 |
+
44888
|
| 1775 |
+
],
|
| 1776 |
+
"representative_pr_number": 44763,
|
| 1777 |
+
"representative_title": "[nemotron_h] Add support for MLP mixers",
|
| 1778 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/44763",
|
| 1779 |
+
"shared_directories": [
|
| 1780 |
+
"src/transformers/models/nemotron_h",
|
| 1781 |
+
"src/transformers/models",
|
| 1782 |
+
"src/transformers",
|
| 1783 |
+
"src"
|
| 1784 |
+
],
|
| 1785 |
+
"shared_filenames": [
|
| 1786 |
+
"src/transformers/models/nemotron_h/modular_nemotron_h.py",
|
| 1787 |
+
"src/transformers/models/nemotron_h/modeling_nemotron_h.py"
|
| 1788 |
+
],
|
| 1789 |
+
"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.",
|
| 1790 |
+
"title": "Scope: [nemotron_h] Add support for MLP mixers"
|
| 1791 |
+
},
|
| 1792 |
+
{
|
| 1793 |
+
"authors": [
|
| 1794 |
+
"andylizf",
|
| 1795 |
+
"zucchini-nlp"
|
| 1796 |
+
],
|
| 1797 |
+
"average_similarity": 0.555,
|
| 1798 |
+
"cluster_id": "pr-scope-44157-2",
|
| 1799 |
+
"kind": "pr_scope",
|
| 1800 |
+
"last_activity_at": "2026-03-25T14:12:50Z",
|
| 1801 |
+
"pairwise": [
|
| 1802 |
+
{
|
| 1803 |
+
"breadth_similarity": 0.896,
|
| 1804 |
+
"concentration_similarity": 0.919,
|
| 1805 |
+
"content_similarity": 0.594,
|
| 1806 |
+
"left_pr_number": 44157,
|
| 1807 |
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"right_pr_number": 44973,
|
| 1808 |
+
"shared_directories": [
|
| 1809 |
+
"src/transformers/models/ernie4_5_vl_moe",
|
| 1810 |
+
"src/transformers/models/glm4v",
|
| 1811 |
+
"src/transformers/models/glm4v_moe",
|
| 1812 |
+
"src/transformers/models/glm_ocr",
|
| 1813 |
+
"src/transformers/models/paddleocr_vl",
|
| 1814 |
+
"src/transformers/models/qwen2_5_omni",
|
| 1815 |
+
"src/transformers/models/qwen2_5_vl",
|
| 1816 |
+
"src/transformers/models/qwen2_vl",
|
| 1817 |
+
"src/transformers/models/qwen3_5",
|
| 1818 |
+
"src/transformers/models/qwen3_5_moe"
|
| 1819 |
+
],
|
| 1820 |
+
"shared_filenames": [
|
| 1821 |
+
"src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
|
| 1822 |
+
"src/transformers/models/glm4v/modeling_glm4v.py",
|
| 1823 |
+
"src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
|
| 1824 |
+
"src/transformers/models/glm_ocr/modeling_glm_ocr.py",
|
| 1825 |
+
"src/transformers/models/glm_ocr/modular_glm_ocr.py",
|
| 1826 |
+
"src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
|
| 1827 |
+
"src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
|
| 1828 |
+
"src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py",
|
| 1829 |
+
"src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py",
|
| 1830 |
+
"src/transformers/models/qwen2_vl/modeling_qwen2_vl.py"
|
| 1831 |
+
],
|
| 1832 |
+
"similarity": 0.555,
|
| 1833 |
+
"size_similarity": 0.029
|
| 1834 |
+
}
|
| 1835 |
+
],
|
| 1836 |
+
"pr_count": 2,
|
| 1837 |
+
"pr_numbers": [
|
| 1838 |
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44157,
|
| 1839 |
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44973
|
| 1840 |
+
],
|
| 1841 |
+
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|
| 1842 |
+
"recent_pr_numbers": [
|
| 1843 |
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44157,
|
| 1844 |
+
44973
|
| 1845 |
+
],
|
| 1846 |
+
"representative_pr_number": 44157,
|
| 1847 |
+
"representative_title": "Use correct mask for packed inputs in Qwen-VL ",
|
| 1848 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/44157",
|
| 1849 |
+
"shared_directories": [
|
| 1850 |
+
"src/transformers/models/glm_ocr",
|
| 1851 |
+
"src/transformers/models/video_llama_3",
|
| 1852 |
+
"src/transformers/models/glm4v",
|
| 1853 |
+
"src/transformers/models/glm4v_moe",
|
| 1854 |
+
"src/transformers/models/qwen2_5_omni",
|
| 1855 |
+
"src/transformers/models/qwen2_vl",
|
| 1856 |
+
"src/transformers/models/qwen3_5_moe",
|
| 1857 |
+
"src/transformers/models/paddleocr_vl"
|
| 1858 |
+
],
|
| 1859 |
+
"shared_filenames": [
|
| 1860 |
+
"src/transformers/models/glm_ocr/modular_glm_ocr.py",
|
| 1861 |
+
"src/transformers/models/video_llama_3/modular_video_llama_3.py",
|
| 1862 |
+
"src/transformers/models/glm4v/modeling_glm4v.py",
|
| 1863 |
+
"src/transformers/models/glm_ocr/modeling_glm_ocr.py",
|
| 1864 |
+
"src/transformers/models/qwen3_vl/modeling_qwen3_vl.py",
|
| 1865 |
+
"src/transformers/models/video_llama_3/modeling_video_llama_3.py",
|
| 1866 |
+
"src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
|
| 1867 |
+
"src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py"
|
| 1868 |
+
],
|
| 1869 |
+
"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.",
|
| 1870 |
+
"title": "Scope: Use correct mask for packed inputs in Qwen-VL "
|
| 1871 |
+
},
|
| 1872 |
+
{
|
| 1873 |
+
"authors": [
|
| 1874 |
+
"aman-coder03",
|
| 1875 |
+
"dtiourine"
|
| 1876 |
+
],
|
| 1877 |
+
"average_similarity": 0.553,
|
| 1878 |
+
"cluster_id": "pr-scope-44101-2",
|
| 1879 |
+
"kind": "pr_scope",
|
| 1880 |
+
"last_activity_at": "2026-02-19T08:08:33Z",
|
| 1881 |
+
"pairwise": [
|
| 1882 |
+
{
|
| 1883 |
+
"breadth_similarity": 0.5,
|
| 1884 |
+
"concentration_similarity": 0.507,
|
| 1885 |
+
"content_similarity": 0.614,
|
| 1886 |
+
"left_pr_number": 44101,
|
| 1887 |
+
"right_pr_number": 44116,
|
| 1888 |
+
"shared_directories": [
|
| 1889 |
+
"src/transformers/models/flaubert",
|
| 1890 |
+
"src/transformers/models",
|
| 1891 |
+
"src/transformers",
|
| 1892 |
+
"src"
|
| 1893 |
+
],
|
| 1894 |
+
"shared_filenames": [
|
| 1895 |
+
"src/transformers/models/flaubert/modeling_flaubert.py"
|
| 1896 |
+
],
|
| 1897 |
+
"similarity": 0.553,
|
| 1898 |
+
"size_similarity": 0.319
|
| 1899 |
+
}
|
| 1900 |
+
],
|
| 1901 |
+
"pr_count": 2,
|
| 1902 |
+
"pr_numbers": [
|
| 1903 |
+
44101,
|
| 1904 |
+
44116
|
| 1905 |
+
],
|
| 1906 |
+
"recent_pr_count": 2,
|
| 1907 |
+
"recent_pr_numbers": [
|
| 1908 |
+
44101,
|
| 1909 |
+
44116
|
| 1910 |
+
],
|
| 1911 |
+
"representative_pr_number": 44101,
|
| 1912 |
+
"representative_title": "[XLM] Refactor output tracing to align with capture_outputs standardized architecture",
|
| 1913 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/44101",
|
| 1914 |
+
"shared_directories": [
|
| 1915 |
+
"src/transformers/models/flaubert",
|
| 1916 |
+
"src/transformers/models",
|
| 1917 |
+
"src/transformers",
|
| 1918 |
+
"src"
|
| 1919 |
+
],
|
| 1920 |
+
"shared_filenames": [
|
| 1921 |
+
"src/transformers/models/flaubert/modeling_flaubert.py"
|
| 1922 |
+
],
|
| 1923 |
+
"summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.",
|
| 1924 |
+
"title": "Scope: [XLM] Refactor output tracing to align with capture_outputs standardized architecture"
|
| 1925 |
+
},
|
| 1926 |
+
{
|
| 1927 |
+
"authors": [
|
| 1928 |
+
"Sai-Suraj-27",
|
| 1929 |
+
"nulone"
|
| 1930 |
+
],
|
| 1931 |
+
"average_similarity": 0.543,
|
| 1932 |
+
"cluster_id": "pr-scope-43833-2",
|
| 1933 |
+
"kind": "pr_scope",
|
| 1934 |
+
"last_activity_at": "2026-03-25T19:31:09Z",
|
| 1935 |
+
"pairwise": [
|
| 1936 |
+
{
|
| 1937 |
+
"breadth_similarity": 1.0,
|
| 1938 |
+
"concentration_similarity": 1.0,
|
| 1939 |
+
"content_similarity": 0.409,
|
| 1940 |
+
"left_pr_number": 43833,
|
| 1941 |
+
"right_pr_number": 45001,
|
| 1942 |
+
"shared_directories": [
|
| 1943 |
+
"src/transformers/integrations",
|
| 1944 |
+
"src/transformers",
|
| 1945 |
+
"src"
|
| 1946 |
+
],
|
| 1947 |
+
"shared_filenames": [
|
| 1948 |
+
"src/transformers/integrations/moe.py"
|
| 1949 |
+
],
|
| 1950 |
+
"similarity": 0.543,
|
| 1951 |
+
"size_similarity": 0.714
|
| 1952 |
+
}
|
| 1953 |
+
],
|
| 1954 |
+
"pr_count": 2,
|
| 1955 |
+
"pr_numbers": [
|
| 1956 |
+
43833,
|
| 1957 |
+
45001
|
| 1958 |
+
],
|
| 1959 |
+
"recent_pr_count": 2,
|
| 1960 |
+
"recent_pr_numbers": [
|
| 1961 |
+
43833,
|
| 1962 |
+
45001
|
| 1963 |
+
],
|
| 1964 |
+
"representative_pr_number": 43833,
|
| 1965 |
+
"representative_title": "fix: ensure dtype consistency in grouped_mm under autocast",
|
| 1966 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/43833",
|
| 1967 |
+
"shared_directories": [
|
| 1968 |
+
"src/transformers/integrations",
|
| 1969 |
+
"src/transformers",
|
| 1970 |
+
"src"
|
| 1971 |
+
],
|
| 1972 |
+
"shared_filenames": [
|
| 1973 |
+
"src/transformers/integrations/moe.py"
|
| 1974 |
+
],
|
| 1975 |
+
"summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/moe.py`; representative PR #43833.",
|
| 1976 |
+
"title": "Scope: fix: ensure dtype consistency in grouped_mm under autocast"
|
| 1977 |
+
},
|
| 1978 |
+
{
|
| 1979 |
+
"authors": [
|
| 1980 |
+
"kulkarni-rohan",
|
| 1981 |
+
"zucchini-nlp"
|
| 1982 |
+
],
|
| 1983 |
+
"average_similarity": 0.466,
|
| 1984 |
+
"cluster_id": "pr-scope-44713-2",
|
| 1985 |
+
"kind": "pr_scope",
|
| 1986 |
+
"last_activity_at": "2026-03-25T18:53:51Z",
|
| 1987 |
+
"pairwise": [
|
| 1988 |
+
{
|
| 1989 |
+
"breadth_similarity": 0.196,
|
| 1990 |
+
"concentration_similarity": 0.377,
|
| 1991 |
+
"content_similarity": 0.54,
|
| 1992 |
+
"left_pr_number": 44713,
|
| 1993 |
+
"right_pr_number": 45000,
|
| 1994 |
+
"shared_directories": [
|
| 1995 |
+
"src/transformers/models/colqwen2",
|
| 1996 |
+
"src/transformers/models",
|
| 1997 |
+
"src/transformers",
|
| 1998 |
+
"src"
|
| 1999 |
+
],
|
| 2000 |
+
"shared_filenames": [
|
| 2001 |
+
"src/transformers/models/colqwen2/modeling_colqwen2.py",
|
| 2002 |
+
"src/transformers/models/colqwen2/modular_colqwen2.py"
|
| 2003 |
+
],
|
| 2004 |
+
"similarity": 0.466,
|
| 2005 |
+
"size_similarity": 0.331
|
| 2006 |
+
}
|
| 2007 |
+
],
|
| 2008 |
+
"pr_count": 2,
|
| 2009 |
+
"pr_numbers": [
|
| 2010 |
+
44713,
|
| 2011 |
+
45000
|
| 2012 |
+
],
|
| 2013 |
+
"recent_pr_count": 2,
|
| 2014 |
+
"recent_pr_numbers": [
|
| 2015 |
+
44713,
|
| 2016 |
+
45000
|
| 2017 |
+
],
|
| 2018 |
+
"representative_pr_number": 44713,
|
| 2019 |
+
"representative_title": "[ColQwen2] Refactor output tracing (issue #43979)",
|
| 2020 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/44713",
|
| 2021 |
+
"shared_directories": [
|
| 2022 |
+
"src/transformers/models/colqwen2",
|
| 2023 |
+
"src/transformers/models",
|
| 2024 |
+
"src/transformers",
|
| 2025 |
+
"src"
|
| 2026 |
+
],
|
| 2027 |
+
"shared_filenames": [
|
| 2028 |
+
"src/transformers/models/colqwen2/modeling_colqwen2.py",
|
| 2029 |
+
"src/transformers/models/colqwen2/modular_colqwen2.py"
|
| 2030 |
+
],
|
| 2031 |
+
"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.",
|
| 2032 |
+
"title": "Scope: [ColQwen2] Refactor output tracing (issue #43979)"
|
| 2033 |
+
},
|
| 2034 |
+
{
|
| 2035 |
+
"authors": [
|
| 2036 |
+
"MaybeSam05",
|
| 2037 |
+
"NielsRogge"
|
| 2038 |
+
],
|
| 2039 |
+
"average_similarity": 0.433,
|
| 2040 |
+
"cluster_id": "pr-scope-44385-2",
|
| 2041 |
+
"kind": "pr_scope",
|
| 2042 |
+
"last_activity_at": "2026-03-12T10:33:43Z",
|
| 2043 |
+
"pairwise": [
|
| 2044 |
+
{
|
| 2045 |
+
"breadth_similarity": 0.667,
|
| 2046 |
+
"concentration_similarity": 1.0,
|
| 2047 |
+
"content_similarity": 0.372,
|
| 2048 |
+
"left_pr_number": 44385,
|
| 2049 |
+
"right_pr_number": 44615,
|
| 2050 |
+
"shared_directories": [
|
| 2051 |
+
"src/transformers/utils",
|
| 2052 |
+
"src/transformers",
|
| 2053 |
+
"src"
|
| 2054 |
+
],
|
| 2055 |
+
"shared_filenames": [
|
| 2056 |
+
"src/transformers/utils/import_utils.py"
|
| 2057 |
+
],
|
| 2058 |
+
"similarity": 0.433,
|
| 2059 |
+
"size_similarity": 0.371
|
| 2060 |
+
}
|
| 2061 |
+
],
|
| 2062 |
+
"pr_count": 2,
|
| 2063 |
+
"pr_numbers": [
|
| 2064 |
+
44385,
|
| 2065 |
+
44615
|
| 2066 |
+
],
|
| 2067 |
+
"recent_pr_count": 2,
|
| 2068 |
+
"recent_pr_numbers": [
|
| 2069 |
+
44385,
|
| 2070 |
+
44615
|
| 2071 |
+
],
|
| 2072 |
+
"representative_pr_number": 44385,
|
| 2073 |
+
"representative_title": "Fix make check-repo",
|
| 2074 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/44385",
|
| 2075 |
+
"shared_directories": [
|
| 2076 |
+
"src/transformers/utils",
|
| 2077 |
+
"src/transformers",
|
| 2078 |
+
"src"
|
| 2079 |
+
],
|
| 2080 |
+
"shared_filenames": [
|
| 2081 |
+
"src/transformers/utils/import_utils.py"
|
| 2082 |
+
],
|
| 2083 |
+
"summary": "2 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44385.",
|
| 2084 |
+
"title": "Scope: Fix make check-repo"
|
| 2085 |
+
},
|
| 2086 |
+
{
|
| 2087 |
+
"authors": [
|
| 2088 |
+
"AkshajKashyap",
|
| 2089 |
+
"roycho96"
|
| 2090 |
+
],
|
| 2091 |
+
"average_similarity": 0.412,
|
| 2092 |
+
"cluster_id": "pr-scope-44889-2",
|
| 2093 |
+
"kind": "pr_scope",
|
| 2094 |
+
"last_activity_at": "2026-03-25T02:39:15Z",
|
| 2095 |
+
"pairwise": [
|
| 2096 |
+
{
|
| 2097 |
+
"breadth_similarity": 1.0,
|
| 2098 |
+
"concentration_similarity": 0.812,
|
| 2099 |
+
"content_similarity": 0.176,
|
| 2100 |
+
"left_pr_number": 44889,
|
| 2101 |
+
"right_pr_number": 44981,
|
| 2102 |
+
"shared_directories": [
|
| 2103 |
+
"src/transformers",
|
| 2104 |
+
"tests/trainer",
|
| 2105 |
+
"src",
|
| 2106 |
+
"tests"
|
| 2107 |
+
],
|
| 2108 |
+
"shared_filenames": [
|
| 2109 |
+
"src/transformers/trainer.py"
|
| 2110 |
+
],
|
| 2111 |
+
"similarity": 0.412,
|
| 2112 |
+
"size_similarity": 0.991
|
| 2113 |
+
}
|
| 2114 |
+
],
|
| 2115 |
+
"pr_count": 2,
|
| 2116 |
+
"pr_numbers": [
|
| 2117 |
+
44889,
|
| 2118 |
+
44981
|
| 2119 |
+
],
|
| 2120 |
+
"recent_pr_count": 2,
|
| 2121 |
+
"recent_pr_numbers": [
|
| 2122 |
+
44889,
|
| 2123 |
+
44981
|
| 2124 |
+
],
|
| 2125 |
+
"representative_pr_number": 44889,
|
| 2126 |
+
"representative_title": "[DeepSpeed] Fix evaluate()/predict() before train()",
|
| 2127 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/44889",
|
| 2128 |
+
"shared_directories": [
|
| 2129 |
+
"tests/trainer",
|
| 2130 |
+
"src/transformers",
|
| 2131 |
+
"tests",
|
| 2132 |
+
"src"
|
| 2133 |
+
],
|
| 2134 |
+
"shared_filenames": [
|
| 2135 |
+
"src/transformers/trainer.py"
|
| 2136 |
+
],
|
| 2137 |
+
"summary": "2 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #44889.",
|
| 2138 |
+
"title": "Scope: [DeepSpeed] Fix evaluate()/predict() before train()"
|
| 2139 |
+
},
|
| 2140 |
+
{
|
| 2141 |
+
"authors": [
|
| 2142 |
+
"tarekziade",
|
| 2143 |
+
"zucchini-nlp"
|
| 2144 |
+
],
|
| 2145 |
+
"average_similarity": 0.412,
|
| 2146 |
+
"cluster_id": "pr-scope-43587-2",
|
| 2147 |
+
"kind": "pr_scope",
|
| 2148 |
+
"last_activity_at": "2026-03-25T16:52:04Z",
|
| 2149 |
+
"pairwise": [
|
| 2150 |
+
{
|
| 2151 |
+
"breadth_similarity": 0.8,
|
| 2152 |
+
"concentration_similarity": 0.849,
|
| 2153 |
+
"content_similarity": 0.245,
|
| 2154 |
+
"left_pr_number": 43587,
|
| 2155 |
+
"right_pr_number": 44992,
|
| 2156 |
+
"shared_directories": [
|
| 2157 |
+
"utils"
|
| 2158 |
+
],
|
| 2159 |
+
"shared_filenames": [
|
| 2160 |
+
"utils/check_docstrings.py"
|
| 2161 |
+
],
|
| 2162 |
+
"similarity": 0.412,
|
| 2163 |
+
"size_similarity": 0.787
|
| 2164 |
+
}
|
| 2165 |
+
],
|
| 2166 |
+
"pr_count": 2,
|
| 2167 |
+
"pr_numbers": [
|
| 2168 |
+
43587,
|
| 2169 |
+
44992
|
| 2170 |
+
],
|
| 2171 |
+
"recent_pr_count": 2,
|
| 2172 |
+
"recent_pr_numbers": [
|
| 2173 |
+
43587,
|
| 2174 |
+
44992
|
| 2175 |
+
],
|
| 2176 |
+
"representative_pr_number": 43587,
|
| 2177 |
+
"representative_title": "[WIP] Check docstring runs on modular files",
|
| 2178 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/43587",
|
| 2179 |
+
"shared_directories": [
|
| 2180 |
+
"utils"
|
| 2181 |
+
],
|
| 2182 |
+
"shared_filenames": [
|
| 2183 |
+
"utils/check_docstrings.py"
|
| 2184 |
+
],
|
| 2185 |
+
"summary": "2 open PRs share weighted file overlap around `utils/check_docstrings.py`; representative PR #43587.",
|
| 2186 |
+
"title": "Scope: [WIP] Check docstring runs on modular files"
|
| 2187 |
+
},
|
| 2188 |
+
{
|
| 2189 |
+
"authors": [
|
| 2190 |
+
"Charly21r",
|
| 2191 |
+
"khushali9"
|
| 2192 |
+
],
|
| 2193 |
+
"average_similarity": 0.409,
|
| 2194 |
+
"cluster_id": "pr-scope-44146-2",
|
| 2195 |
+
"kind": "pr_scope",
|
| 2196 |
+
"last_activity_at": "2026-03-25T15:02:57Z",
|
| 2197 |
+
"pairwise": [
|
| 2198 |
+
{
|
| 2199 |
+
"breadth_similarity": 0.75,
|
| 2200 |
+
"concentration_similarity": 0.898,
|
| 2201 |
+
"content_similarity": 0.284,
|
| 2202 |
+
"left_pr_number": 44146,
|
| 2203 |
+
"right_pr_number": 44949,
|
| 2204 |
+
"shared_directories": [
|
| 2205 |
+
"src/transformers",
|
| 2206 |
+
"tests/trainer",
|
| 2207 |
+
"src",
|
| 2208 |
+
"tests"
|
| 2209 |
+
],
|
| 2210 |
+
"shared_filenames": [
|
| 2211 |
+
"tests/trainer/test_trainer_callback.py"
|
| 2212 |
+
],
|
| 2213 |
+
"similarity": 0.409,
|
| 2214 |
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|
| 2215 |
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}
|
| 2216 |
+
],
|
| 2217 |
+
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|
| 2218 |
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|
| 2219 |
+
44146,
|
| 2220 |
+
44949
|
| 2221 |
+
],
|
| 2222 |
+
"recent_pr_count": 2,
|
| 2223 |
+
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|
| 2224 |
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44146,
|
| 2225 |
+
44949
|
| 2226 |
+
],
|
| 2227 |
+
"representative_pr_number": 44146,
|
| 2228 |
+
"representative_title": "Ensure final evaluation runs with step-based evaluation strategy",
|
| 2229 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/44146",
|
| 2230 |
+
"shared_directories": [
|
| 2231 |
+
"tests/trainer",
|
| 2232 |
+
"src/transformers",
|
| 2233 |
+
"tests",
|
| 2234 |
+
"src"
|
| 2235 |
+
],
|
| 2236 |
+
"shared_filenames": [
|
| 2237 |
+
"tests/trainer/test_trainer_callback.py"
|
| 2238 |
+
],
|
| 2239 |
+
"summary": "2 open PRs share weighted file overlap around `tests/trainer/test_trainer_callback.py`; representative PR #44146.",
|
| 2240 |
+
"title": "Scope: Ensure final evaluation runs with step-based evaluation strategy"
|
| 2241 |
+
},
|
| 2242 |
+
{
|
| 2243 |
+
"authors": [
|
| 2244 |
+
"kashif",
|
| 2245 |
+
"qgallouedec"
|
| 2246 |
+
],
|
| 2247 |
+
"average_similarity": 0.406,
|
| 2248 |
+
"cluster_id": "pr-scope-44425-2",
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| 2249 |
+
"kind": "pr_scope",
|
| 2250 |
+
"last_activity_at": "2026-03-20T16:28:43Z",
|
| 2251 |
+
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|
| 2252 |
+
{
|
| 2253 |
+
"breadth_similarity": 0.196,
|
| 2254 |
+
"concentration_similarity": 0.618,
|
| 2255 |
+
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|
| 2256 |
+
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|
| 2257 |
+
"right_pr_number": 44891,
|
| 2258 |
+
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|
| 2259 |
+
"src/transformers",
|
| 2260 |
+
"src"
|
| 2261 |
+
],
|
| 2262 |
+
"shared_filenames": [
|
| 2263 |
+
"src/transformers/trainer_callback.py"
|
| 2264 |
+
],
|
| 2265 |
+
"similarity": 0.406,
|
| 2266 |
+
"size_similarity": 0.004
|
| 2267 |
+
}
|
| 2268 |
+
],
|
| 2269 |
+
"pr_count": 2,
|
| 2270 |
+
"pr_numbers": [
|
| 2271 |
+
44425,
|
| 2272 |
+
44891
|
| 2273 |
+
],
|
| 2274 |
+
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|
| 2275 |
+
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| 2276 |
+
44425,
|
| 2277 |
+
44891
|
| 2278 |
+
],
|
| 2279 |
+
"representative_pr_number": 44425,
|
| 2280 |
+
"representative_title": "Fix conditional check for float formatting",
|
| 2281 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/44425",
|
| 2282 |
+
"shared_directories": [
|
| 2283 |
+
"src/transformers",
|
| 2284 |
+
"src"
|
| 2285 |
+
],
|
| 2286 |
+
"shared_filenames": [
|
| 2287 |
+
"src/transformers/trainer_callback.py"
|
| 2288 |
+
],
|
| 2289 |
+
"summary": "2 open PRs share weighted file overlap around `src/transformers/trainer_callback.py`; representative PR #44425.",
|
| 2290 |
+
"title": "Scope: Fix conditional check for float formatting"
|
| 2291 |
+
},
|
| 2292 |
+
{
|
| 2293 |
+
"authors": [
|
| 2294 |
+
"ArthurZucker",
|
| 2295 |
+
"ydshieh"
|
| 2296 |
+
],
|
| 2297 |
+
"average_similarity": 0.382,
|
| 2298 |
+
"cluster_id": "pr-scope-44128-2",
|
| 2299 |
+
"kind": "pr_scope",
|
| 2300 |
+
"last_activity_at": "2026-03-25T13:54:10Z",
|
| 2301 |
+
"pairwise": [
|
| 2302 |
+
{
|
| 2303 |
+
"breadth_similarity": 1.0,
|
| 2304 |
+
"concentration_similarity": 0.955,
|
| 2305 |
+
"content_similarity": 0.142,
|
| 2306 |
+
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|
| 2307 |
+
"right_pr_number": 44965,
|
| 2308 |
+
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|
| 2309 |
+
".github/workflows",
|
| 2310 |
+
".github"
|
| 2311 |
+
],
|
| 2312 |
+
"shared_filenames": [],
|
| 2313 |
+
"similarity": 0.382,
|
| 2314 |
+
"size_similarity": 0.899
|
| 2315 |
+
}
|
| 2316 |
+
],
|
| 2317 |
+
"pr_count": 2,
|
| 2318 |
+
"pr_numbers": [
|
| 2319 |
+
44128,
|
| 2320 |
+
44965
|
| 2321 |
+
],
|
| 2322 |
+
"recent_pr_count": 2,
|
| 2323 |
+
"recent_pr_numbers": [
|
| 2324 |
+
44128,
|
| 2325 |
+
44965
|
| 2326 |
+
],
|
| 2327 |
+
"representative_pr_number": 44128,
|
| 2328 |
+
"representative_title": "update release workflow",
|
| 2329 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/44128",
|
| 2330 |
+
"shared_directories": [
|
| 2331 |
+
".github/workflows",
|
| 2332 |
+
".github"
|
| 2333 |
+
],
|
| 2334 |
+
"shared_filenames": [],
|
| 2335 |
+
"summary": "2 open PRs cluster in `.github/workflows`, `.github` with similar change breadth; representative PR #44128.",
|
| 2336 |
+
"title": "Scope: update release workflow"
|
| 2337 |
+
},
|
| 2338 |
+
{
|
| 2339 |
+
"authors": [
|
| 2340 |
+
"XingyuHu109"
|
| 2341 |
+
],
|
| 2342 |
+
"average_similarity": 0.865,
|
| 2343 |
+
"cluster_id": "pr-scope-41251-2",
|
| 2344 |
+
"kind": "pr_scope",
|
| 2345 |
+
"last_activity_at": "2026-03-12T16:02:46Z",
|
| 2346 |
+
"pairwise": [
|
| 2347 |
+
{
|
| 2348 |
+
"breadth_similarity": 0.743,
|
| 2349 |
+
"concentration_similarity": 0.977,
|
| 2350 |
+
"content_similarity": 0.906,
|
| 2351 |
+
"left_pr_number": 41251,
|
| 2352 |
+
"right_pr_number": 44481,
|
| 2353 |
+
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|
| 2354 |
+
"docs/source/en/model_doc",
|
| 2355 |
+
"src/transformers/models/auto",
|
| 2356 |
+
"src/transformers/models/deepseek_v32",
|
| 2357 |
+
"docs/source/en",
|
| 2358 |
+
"src/transformers/integrations",
|
| 2359 |
+
"src/transformers/models",
|
| 2360 |
+
"tests/models/deepseek_v32",
|
| 2361 |
+
"docs/source",
|
| 2362 |
+
"src/transformers",
|
| 2363 |
+
"tests/models"
|
| 2364 |
+
],
|
| 2365 |
+
"shared_filenames": [
|
| 2366 |
+
"docs/source/en/_toctree.yml",
|
| 2367 |
+
"docs/source/en/model_doc/deepseek_v32.md",
|
| 2368 |
+
"src/transformers/conversion_mapping.py",
|
| 2369 |
+
"src/transformers/models/__init__.py",
|
| 2370 |
+
"src/transformers/models/auto/configuration_auto.py",
|
| 2371 |
+
"src/transformers/models/auto/modeling_auto.py",
|
| 2372 |
+
"src/transformers/models/deepseek_v32/__init__.py",
|
| 2373 |
+
"src/transformers/models/deepseek_v32/configuration_deepseek_v32.py",
|
| 2374 |
+
"src/transformers/models/deepseek_v32/modeling_deepseek_v32.py",
|
| 2375 |
+
"src/transformers/models/deepseek_v32/modular_deepseek_v32.py"
|
| 2376 |
+
],
|
| 2377 |
+
"similarity": 0.865,
|
| 2378 |
+
"size_similarity": 0.716
|
| 2379 |
+
}
|
| 2380 |
+
],
|
| 2381 |
+
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|
| 2382 |
+
"pr_numbers": [
|
| 2383 |
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41251,
|
| 2384 |
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44481
|
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+
],
|
| 2386 |
+
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|
| 2387 |
+
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|
| 2388 |
+
44481
|
| 2389 |
+
],
|
| 2390 |
+
"representative_pr_number": 41251,
|
| 2391 |
+
"representative_title": "Add deepseek 3.2 exp",
|
| 2392 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/41251",
|
| 2393 |
+
"shared_directories": [
|
| 2394 |
+
"src/transformers/models/deepseek_v32",
|
| 2395 |
+
"docs/source/en/model_doc",
|
| 2396 |
+
"src/transformers/models/auto",
|
| 2397 |
+
"tests/models/deepseek_v32",
|
| 2398 |
+
"src/transformers/integrations",
|
| 2399 |
+
"docs/source/en",
|
| 2400 |
+
"src/transformers/models",
|
| 2401 |
+
"docs/source"
|
| 2402 |
+
],
|
| 2403 |
+
"shared_filenames": [
|
| 2404 |
+
"docs/source/en/model_doc/deepseek_v32.md",
|
| 2405 |
+
"src/transformers/models/deepseek_v32/__init__.py",
|
| 2406 |
+
"src/transformers/models/deepseek_v32/configuration_deepseek_v32.py",
|
| 2407 |
+
"src/transformers/models/deepseek_v32/modeling_deepseek_v32.py",
|
| 2408 |
+
"src/transformers/models/deepseek_v32/modular_deepseek_v32.py",
|
| 2409 |
+
"tests/models/deepseek_v32/__init__.py",
|
| 2410 |
+
"tests/models/deepseek_v32/test_modeling_deepseek_v32.py",
|
| 2411 |
+
"src/transformers/conversion_mapping.py"
|
| 2412 |
+
],
|
| 2413 |
+
"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.",
|
| 2414 |
+
"title": "Scope: Add deepseek 3.2 exp"
|
| 2415 |
+
},
|
| 2416 |
+
{
|
| 2417 |
+
"authors": [
|
| 2418 |
+
"NielsRogge"
|
| 2419 |
+
],
|
| 2420 |
+
"average_similarity": 0.726,
|
| 2421 |
+
"cluster_id": "pr-scope-36895-2",
|
| 2422 |
+
"kind": "pr_scope",
|
| 2423 |
+
"last_activity_at": "2026-03-05T16:00:53Z",
|
| 2424 |
+
"pairwise": [
|
| 2425 |
+
{
|
| 2426 |
+
"breadth_similarity": 0.926,
|
| 2427 |
+
"concentration_similarity": 0.931,
|
| 2428 |
+
"content_similarity": 0.662,
|
| 2429 |
+
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|
| 2430 |
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|
| 2431 |
+
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|
| 2432 |
+
"docs/source/en/model_doc",
|
| 2433 |
+
"src/transformers/models/auto",
|
| 2434 |
+
"src/transformers/models/rf_detr",
|
| 2435 |
+
"docs/source/en",
|
| 2436 |
+
"src/transformers/loss",
|
| 2437 |
+
"src/transformers/models",
|
| 2438 |
+
"tests/models/rf_detr",
|
| 2439 |
+
"docs/source",
|
| 2440 |
+
"src/transformers",
|
| 2441 |
+
"tests/models"
|
| 2442 |
+
],
|
| 2443 |
+
"shared_filenames": [
|
| 2444 |
+
"docs/source/en/_toctree.yml",
|
| 2445 |
+
"docs/source/en/model_doc/rf_detr.md",
|
| 2446 |
+
"src/transformers/loss/loss_lw_detr.py",
|
| 2447 |
+
"src/transformers/loss/loss_utils.py",
|
| 2448 |
+
"src/transformers/models/__init__.py",
|
| 2449 |
+
"src/transformers/models/auto/configuration_auto.py",
|
| 2450 |
+
"src/transformers/models/auto/image_processing_auto.py",
|
| 2451 |
+
"src/transformers/models/auto/modeling_auto.py",
|
| 2452 |
+
"src/transformers/models/rf_detr/__init__.py",
|
| 2453 |
+
"src/transformers/models/rf_detr/configuration_rf_detr.py"
|
| 2454 |
+
],
|
| 2455 |
+
"similarity": 0.726,
|
| 2456 |
+
"size_similarity": 0.822
|
| 2457 |
+
}
|
| 2458 |
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],
|
| 2459 |
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"pr_count": 2,
|
| 2460 |
+
"pr_numbers": [
|
| 2461 |
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36895,
|
| 2462 |
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44375
|
| 2463 |
+
],
|
| 2464 |
+
"recent_pr_count": 1,
|
| 2465 |
+
"recent_pr_numbers": [
|
| 2466 |
+
44375
|
| 2467 |
+
],
|
| 2468 |
+
"representative_pr_number": 36895,
|
| 2469 |
+
"representative_title": "Add RF-DETR",
|
| 2470 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/36895",
|
| 2471 |
+
"shared_directories": [
|
| 2472 |
+
"src/transformers/models/rf_detr",
|
| 2473 |
+
"docs/source/en/model_doc",
|
| 2474 |
+
"src/transformers/models/auto",
|
| 2475 |
+
"tests/models/rf_detr",
|
| 2476 |
+
"src/transformers/loss",
|
| 2477 |
+
"docs/source/en",
|
| 2478 |
+
"src/transformers/models",
|
| 2479 |
+
"docs/source"
|
| 2480 |
+
],
|
| 2481 |
+
"shared_filenames": [
|
| 2482 |
+
"docs/source/en/model_doc/rf_detr.md",
|
| 2483 |
+
"src/transformers/loss/loss_lw_detr.py",
|
| 2484 |
+
"src/transformers/models/rf_detr/__init__.py",
|
| 2485 |
+
"src/transformers/models/rf_detr/configuration_rf_detr.py",
|
| 2486 |
+
"src/transformers/models/rf_detr/modeling_rf_detr.py",
|
| 2487 |
+
"src/transformers/models/rf_detr/modular_rf_detr.py",
|
| 2488 |
+
"tests/models/rf_detr/__init__.py",
|
| 2489 |
+
"tests/models/rf_detr/test_modeling_rf_detr.py"
|
| 2490 |
+
],
|
| 2491 |
+
"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.",
|
| 2492 |
+
"title": "Scope: Add RF-DETR"
|
| 2493 |
+
},
|
| 2494 |
+
{
|
| 2495 |
+
"authors": [
|
| 2496 |
+
"antznette1"
|
| 2497 |
+
],
|
| 2498 |
+
"average_similarity": 0.693,
|
| 2499 |
+
"cluster_id": "pr-scope-41441-2",
|
| 2500 |
+
"kind": "pr_scope",
|
| 2501 |
+
"last_activity_at": "2026-01-26T15:29:00Z",
|
| 2502 |
+
"pairwise": [
|
| 2503 |
+
{
|
| 2504 |
+
"breadth_similarity": 0.5,
|
| 2505 |
+
"concentration_similarity": 0.75,
|
| 2506 |
+
"content_similarity": 0.768,
|
| 2507 |
+
"left_pr_number": 41441,
|
| 2508 |
+
"right_pr_number": 43469,
|
| 2509 |
+
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|
| 2510 |
+
"src/transformers",
|
| 2511 |
+
"src"
|
| 2512 |
+
],
|
| 2513 |
+
"shared_filenames": [
|
| 2514 |
+
"src/transformers/hf_argparser.py"
|
| 2515 |
+
],
|
| 2516 |
+
"similarity": 0.693,
|
| 2517 |
+
"size_similarity": 0.45
|
| 2518 |
+
}
|
| 2519 |
+
],
|
| 2520 |
+
"pr_count": 2,
|
| 2521 |
+
"pr_numbers": [
|
| 2522 |
+
41441,
|
| 2523 |
+
43469
|
| 2524 |
+
],
|
| 2525 |
+
"recent_pr_count": 1,
|
| 2526 |
+
"recent_pr_numbers": [
|
| 2527 |
+
43469
|
| 2528 |
+
],
|
| 2529 |
+
"representative_pr_number": 41441,
|
| 2530 |
+
"representative_title": "Enhance the handling of Union types in HfArgumentParser",
|
| 2531 |
+
"representative_url": "https://github.com/huggingface/transformers/pull/41441",
|
| 2532 |
+
"shared_directories": [
|
| 2533 |
+
"src/transformers",
|
| 2534 |
+
"src"
|
| 2535 |
+
],
|
| 2536 |
+
"shared_filenames": [
|
| 2537 |
+
"src/transformers/hf_argparser.py"
|
| 2538 |
+
],
|
| 2539 |
+
"summary": "2 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
|
| 2540 |
+
"title": "Scope: Enhance the handling of Union types in HfArgumentParser"
|
| 2541 |
+
},
|
| 2542 |
+
{
|
| 2543 |
+
"authors": [
|
| 2544 |
+
"IlyasMoutawwakil"
|
| 2545 |
+
],
|
| 2546 |
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"average_similarity": 0.607,
|
| 2547 |
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"cluster_id": "pr-scope-43349-2",
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| 2548 |
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"kind": "pr_scope",
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| 2549 |
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"last_activity_at": "2026-03-24T13:39:07Z",
|
| 2550 |
+
"pairwise": [
|
| 2551 |
+
{
|
| 2552 |
+
"breadth_similarity": 0.292,
|
| 2553 |
+
"concentration_similarity": 0.98,
|
| 2554 |
+
"content_similarity": 0.752,
|
| 2555 |
+
"left_pr_number": 43349,
|
| 2556 |
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"right_pr_number": 44832,
|
| 2557 |
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"shared_directories": [
|
| 2558 |
+
"src/transformers/integrations",
|
| 2559 |
+
"src/transformers",
|
| 2560 |
+
"src"
|
| 2561 |
+
],
|
| 2562 |
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"shared_filenames": [
|
| 2563 |
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"src/transformers/integrations/finegrained_fp8.py"
|
| 2564 |
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|
| 2565 |
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"similarity": 0.607,
|
| 2566 |
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"size_similarity": 0.02
|
| 2567 |
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|
| 2568 |
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|
| 2581 |
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|
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|
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|
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|
| 2590 |
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"title": "Scope: Remove unnecessary device synchronizations from finegrained FP8 matmul"
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| 2591 |
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{
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|
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|
| 2612 |
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|
| 2613 |
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|
| 2614 |
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|
| 2615 |
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"tests/models",
|
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|
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|
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|
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|
| 2622 |
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|
| 2623 |
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"src/transformers/models/deimv2/modeling_deimv2.py",
|
| 2624 |
+
"tests/models/deimv2/__init__.py",
|
| 2625 |
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|
| 2626 |
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|
| 2627 |
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|
| 2628 |
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|
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|
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|
| 2643 |
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"shared_directories": [
|
| 2644 |
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|
| 2645 |
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|
| 2646 |
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"tests/models/deimv2",
|
| 2647 |
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"docs/source/en",
|
| 2648 |
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"src/transformers/models",
|
| 2649 |
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|
| 2650 |
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|
| 2651 |
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|
| 2652 |
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],
|
| 2653 |
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"shared_filenames": [
|
| 2654 |
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|
| 2655 |
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|
| 2656 |
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| 2657 |
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|
| 2659 |
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|
| 2660 |
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],
|
| 2661 |
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|
| 2662 |
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"title": "Scope: Add DEIMv2 model, image processor, and basic tests"
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| 2663 |
+
}
|
| 2664 |
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{
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"analysis_available": true,
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| 7 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
<p>
|
| 14 |
-
Also don't forget to check the
|
| 15 |
-
<a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
|
| 16 |
-
</p>
|
| 17 |
-
</div>
|
| 18 |
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</body>
|
| 19 |
</html>
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|
| 1 |
<!doctype html>
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+
<html lang="en" class="dark">
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<head>
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<meta charset="UTF-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>slop-farmer dashboard</title>
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<link rel="stylesheet" crossorigin href="/assets/index-D-MO-Nxr.css">
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<div id="root"></div>
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| 13 |
</html>
|
style.css
DELETED
|
@@ -1,28 +0,0 @@
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| 1 |
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body {
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h1 {
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font-size: 16px;
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margin-top: 0;
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color: rgb(107, 114, 128);
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margin-bottom: 10px;
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.card {
|
| 19 |
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max-width: 620px;
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margin: 0 auto;
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padding: 16px;
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border: 1px solid lightgray;
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border-radius: 16px;
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margin-bottom: 0;
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