Publish analysis hybrid-model-20260718t120032z for snapshot 20260718T120032Z
Browse files- analysis/current/analysis-report-hybrid.json +404 -402
- analysis/current/analysis-report-hybrid.llm-reviews.json +0 -0
- analysis/current/manifest.json +5 -5
- snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/analysis-report-hybrid.json +3143 -0
- snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/analysis-report-hybrid.llm-reviews.json +0 -0
- snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/manifest.json +14 -0
- snapshots/20260718T120032Z/manifest.json +18 -0
analysis/current/analysis-report-hybrid.json
CHANGED
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@@ -1,8 +1,8 @@
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| 1 |
{
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| 2 |
"schema_version": "1.0",
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| 3 |
"repo": "huggingface/transformers",
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| 4 |
-
"snapshot_id": "
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| 5 |
-
"generated_at": "2026-07-
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| 6 |
"evidence_quality": "full",
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| 7 |
"llm_enrichment": true,
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| 8 |
"meta_bugs": [
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@@ -1050,111 +1050,23 @@
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{
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"cluster_id": "cluster-
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| 1055 |
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| 1056 |
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| 1110 |
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"size_similarity": 0.536,
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| 1111 |
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| 1112 |
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"area_overlap": 0.0,
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"patch_similarity": 0.03,
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"shared_filenames": [],
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"shared_file_areas": []
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{
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"left_pr_number": 47163,
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"right_pr_number": 47291,
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| 1121 |
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"size_similarity": 0.875,
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| 1123 |
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"area_overlap": 0.0,
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| 1124 |
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"patch_similarity": 0.007,
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"shared_filenames": [],
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"shared_file_areas": []
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{
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"right_pr_number": 47291,
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| 1131 |
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"code_similarity": 0.096,
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| 1132 |
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"size_similarity": 0.469,
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| 1133 |
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| 1134 |
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"area_overlap": 0.0,
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| 1135 |
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"patch_similarity": 0.012,
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"shared_filenames": [],
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"shared_file_areas": []
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}
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]
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},
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{
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"cluster_id": "cluster-46894-7",
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| 1143 |
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"summary": "Cluster of 3 issues and 4 PRs centered on issue #46894.",
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| 1144 |
"status": "open",
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| 1145 |
"confidence": 0.8,
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| 1146 |
"canonical_issue_number": 46894,
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"canonical_pr_number": 46903,
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"issue_numbers": [
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"pr_numbers": [
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-
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],
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"evidence_types": [
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"closing_reference",
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@@ -1349,6 +1261,17 @@
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}
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]
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},
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{
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"left_pr_number": 46903,
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"right_pr_number": 46958,
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@@ -1479,6 +1402,17 @@
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}
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]
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},
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{
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"left_pr_number": 46958,
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"right_pr_number": 47090,
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@@ -1551,6 +1485,168 @@
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]
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}
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}
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]
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},
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@@ -1753,32 +1849,52 @@
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]
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| 1754 |
},
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{
|
| 1756 |
-
"cluster_id": "cluster-
|
| 1757 |
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"summary": "Cluster of
|
| 1758 |
"status": "open",
|
| 1759 |
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"confidence": 0.
|
| 1760 |
-
"canonical_issue_number":
|
| 1761 |
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"canonical_pr_number":
|
| 1762 |
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|
| 1763 |
-
47321
|
| 1764 |
-
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|
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"pr_numbers": [
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| 1766 |
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],
|
| 1769 |
"evidence_types": [
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"closing_reference",
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| 1771 |
"soft_similarity"
|
| 1772 |
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|
| 1773 |
"pr_comparisons": [
|
| 1774 |
{
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| 1775 |
-
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| 1776 |
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"right_pr_number":
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| 1777 |
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"code_similarity": 0.
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| 1778 |
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"size_similarity": 0.
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| 1779 |
"file_overlap": 0.0,
|
| 1780 |
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|
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| 1783 |
"shared_file_areas": []
|
| 1784 |
}
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@@ -2534,6 +2650,81 @@
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| 2534 |
}
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| 2535 |
]
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| 2536 |
},
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| 2537 |
{
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| 2538 |
"cluster_id": "cluster-47123-2",
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| 2539 |
"summary": "Cluster of 2 related pull requests linked by soft_similarity.",
|
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@@ -2593,6 +2784,35 @@
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| 2593 |
}
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| 2594 |
]
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},
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| 2596 |
{
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| 2597 |
"cluster_id": "cluster-47282-2",
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| 2598 |
"summary": "Cluster of 2 related pull requests linked by soft_similarity.",
|
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@@ -2665,290 +2885,52 @@
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| 2665 |
]
|
| 2666 |
},
|
| 2667 |
{
|
| 2668 |
-
"cluster_id": "cluster-
|
| 2669 |
"summary": "Cluster of 2 related pull requests linked by soft_similarity.",
|
| 2670 |
"status": "open",
|
| 2671 |
"confidence": 0.5,
|
| 2672 |
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|
| 2673 |
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"canonical_pr_number":
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| 2674 |
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| 2675 |
"pr_numbers": [
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| 2676 |
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| 2677 |
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|
| 2678 |
],
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| 2679 |
"evidence_types": [
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| 2680 |
"soft_similarity"
|
| 2681 |
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| 2690 |
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"shared_filenames": [
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| 2692 |
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|
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],
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| 2695 |
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{
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"filename": "src/transformers/models/gpt_neo/modeling_gpt_neo.py",
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| 2700 |
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[
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[
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[
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411,
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[
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[
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[
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[
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[
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| 2756 |
-
562,
|
| 2757 |
-
567
|
| 2758 |
-
],
|
| 2759 |
-
[
|
| 2760 |
-
595,
|
| 2761 |
-
601
|
| 2762 |
-
],
|
| 2763 |
-
[
|
| 2764 |
-
607,
|
| 2765 |
-
614
|
| 2766 |
-
],
|
| 2767 |
-
[
|
| 2768 |
-
627,
|
| 2769 |
-
643
|
| 2770 |
-
],
|
| 2771 |
-
[
|
| 2772 |
-
685,
|
| 2773 |
-
690
|
| 2774 |
-
],
|
| 2775 |
-
[
|
| 2776 |
-
708,
|
| 2777 |
-
714
|
| 2778 |
-
],
|
| 2779 |
-
[
|
| 2780 |
-
720,
|
| 2781 |
-
727
|
| 2782 |
-
],
|
| 2783 |
-
[
|
| 2784 |
-
740,
|
| 2785 |
-
757
|
| 2786 |
-
],
|
| 2787 |
-
[
|
| 2788 |
-
761,
|
| 2789 |
-
766
|
| 2790 |
-
],
|
| 2791 |
-
[
|
| 2792 |
-
780,
|
| 2793 |
-
786
|
| 2794 |
-
],
|
| 2795 |
-
[
|
| 2796 |
-
791,
|
| 2797 |
-
798
|
| 2798 |
-
],
|
| 2799 |
-
[
|
| 2800 |
-
807,
|
| 2801 |
-
822
|
| 2802 |
-
],
|
| 2803 |
-
[
|
| 2804 |
-
840,
|
| 2805 |
-
845
|
| 2806 |
-
]
|
| 2807 |
-
],
|
| 2808 |
-
"right_ranges": [
|
| 2809 |
-
[
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| 2810 |
-
26,
|
| 2811 |
-
31
|
| 2812 |
-
],
|
| 2813 |
-
[
|
| 2814 |
-
34,
|
| 2815 |
-
44
|
| 2816 |
-
],
|
| 2817 |
-
[
|
| 2818 |
-
136,
|
| 2819 |
-
141
|
| 2820 |
-
],
|
| 2821 |
-
[
|
| 2822 |
-
180,
|
| 2823 |
-
185
|
| 2824 |
-
],
|
| 2825 |
-
[
|
| 2826 |
-
281,
|
| 2827 |
-
293
|
| 2828 |
-
],
|
| 2829 |
-
[
|
| 2830 |
-
325,
|
| 2831 |
-
339
|
| 2832 |
-
],
|
| 2833 |
-
[
|
| 2834 |
-
346,
|
| 2835 |
-
352
|
| 2836 |
-
],
|
| 2837 |
-
[
|
| 2838 |
-
358,
|
| 2839 |
-
367
|
| 2840 |
-
],
|
| 2841 |
-
[
|
| 2842 |
-
397,
|
| 2843 |
-
404
|
| 2844 |
-
],
|
| 2845 |
-
[
|
| 2846 |
-
409,
|
| 2847 |
-
417
|
| 2848 |
-
],
|
| 2849 |
-
[
|
| 2850 |
-
426,
|
| 2851 |
-
434
|
| 2852 |
-
],
|
| 2853 |
-
[
|
| 2854 |
-
463,
|
| 2855 |
-
483
|
| 2856 |
-
],
|
| 2857 |
-
[
|
| 2858 |
-
498,
|
| 2859 |
-
504
|
| 2860 |
-
],
|
| 2861 |
-
[
|
| 2862 |
-
510,
|
| 2863 |
-
519
|
| 2864 |
-
],
|
| 2865 |
-
[
|
| 2866 |
-
532,
|
| 2867 |
-
550
|
| 2868 |
-
],
|
| 2869 |
-
[
|
| 2870 |
-
553,
|
| 2871 |
-
564
|
| 2872 |
-
],
|
| 2873 |
-
[
|
| 2874 |
-
586,
|
| 2875 |
-
592
|
| 2876 |
-
],
|
| 2877 |
-
[
|
| 2878 |
-
598,
|
| 2879 |
-
605
|
| 2880 |
-
],
|
| 2881 |
-
[
|
| 2882 |
-
618,
|
| 2883 |
-
634
|
| 2884 |
-
],
|
| 2885 |
-
[
|
| 2886 |
-
676,
|
| 2887 |
-
688
|
| 2888 |
-
],
|
| 2889 |
-
[
|
| 2890 |
-
699,
|
| 2891 |
-
705
|
| 2892 |
-
],
|
| 2893 |
-
[
|
| 2894 |
-
711,
|
| 2895 |
-
718
|
| 2896 |
-
],
|
| 2897 |
-
[
|
| 2898 |
-
731,
|
| 2899 |
-
748
|
| 2900 |
-
],
|
| 2901 |
-
[
|
| 2902 |
-
752,
|
| 2903 |
-
762
|
| 2904 |
-
],
|
| 2905 |
-
[
|
| 2906 |
-
771,
|
| 2907 |
-
777
|
| 2908 |
-
],
|
| 2909 |
-
[
|
| 2910 |
-
782,
|
| 2911 |
-
789
|
| 2912 |
-
],
|
| 2913 |
-
[
|
| 2914 |
-
798,
|
| 2915 |
-
813
|
| 2916 |
-
],
|
| 2917 |
-
[
|
| 2918 |
-
831,
|
| 2919 |
-
836
|
| 2920 |
-
]
|
| 2921 |
-
]
|
| 2922 |
-
},
|
| 2923 |
-
{
|
| 2924 |
-
"filename": "tests/models/gpt_neo/test_modeling_gpt_neo.py",
|
| 2925 |
-
"left_ranges": [
|
| 2926 |
-
[
|
| 2927 |
-
458,
|
| 2928 |
-
464
|
| 2929 |
-
]
|
| 2930 |
-
],
|
| 2931 |
-
"right_ranges": [
|
| 2932 |
-
[
|
| 2933 |
-
458,
|
| 2934 |
-
464
|
| 2935 |
-
]
|
| 2936 |
-
]
|
| 2937 |
-
}
|
| 2938 |
-
]
|
| 2939 |
}
|
| 2940 |
]
|
| 2941 |
}
|
| 2942 |
],
|
| 2943 |
"duplicate_issues": [
|
| 2944 |
{
|
| 2945 |
-
"cluster_id": "cluster-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2946 |
"canonical_issue_number": 46894,
|
| 2947 |
"duplicate_issue_numbers": [
|
| 2948 |
-
|
| 2949 |
-
|
| 2950 |
],
|
| 2951 |
-
"reason": "Issues in cluster-46894-
|
| 2952 |
},
|
| 2953 |
{
|
| 2954 |
"cluster_id": "cluster-47138-4",
|
|
@@ -2979,15 +2961,13 @@
|
|
| 2979 |
"reason": "PRs in cluster-43240-3 are treated as duplicates because they converge on issue #43240 with closing_reference, shared_issue_target evidence."
|
| 2980 |
},
|
| 2981 |
{
|
| 2982 |
-
"cluster_id": "cluster-
|
| 2983 |
-
"canonical_pr_number":
|
| 2984 |
"duplicate_pr_numbers": [
|
| 2985 |
-
|
| 2986 |
-
47163,
|
| 2987 |
-
47175
|
| 2988 |
],
|
| 2989 |
-
"target_issue_number":
|
| 2990 |
-
"reason": "PRs in cluster-
|
| 2991 |
},
|
| 2992 |
{
|
| 2993 |
"cluster_id": "cluster-43698-3",
|
|
@@ -3015,15 +2995,6 @@
|
|
| 3015 |
"target_issue_number": 43979,
|
| 3016 |
"reason": "PRs in cluster-43979-11 are treated as duplicates because they converge on issue #43979 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 3017 |
},
|
| 3018 |
-
{
|
| 3019 |
-
"cluster_id": "cluster-44018-2",
|
| 3020 |
-
"canonical_pr_number": 44068,
|
| 3021 |
-
"duplicate_pr_numbers": [
|
| 3022 |
-
44018
|
| 3023 |
-
],
|
| 3024 |
-
"target_issue_number": null,
|
| 3025 |
-
"reason": "PRs in cluster-44018-2 are treated as duplicates because they share soft_similarity evidence."
|
| 3026 |
-
},
|
| 3027 |
{
|
| 3028 |
"cluster_id": "cluster-45081-3",
|
| 3029 |
"canonical_pr_number": 45317,
|
|
@@ -3033,6 +3004,15 @@
|
|
| 3033 |
"target_issue_number": 45081,
|
| 3034 |
"reason": "PRs in cluster-45081-3 are treated as duplicates because they converge on issue #45081 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 3035 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3036 |
{
|
| 3037 |
"cluster_id": "cluster-45561-3",
|
| 3038 |
"canonical_pr_number": 45645,
|
|
@@ -3070,13 +3050,15 @@
|
|
| 3070 |
"reason": "PRs in cluster-46305-3 are treated as duplicates because they converge on issue #46305 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 3071 |
},
|
| 3072 |
{
|
| 3073 |
-
"cluster_id": "cluster-
|
| 3074 |
-
"canonical_pr_number":
|
| 3075 |
"duplicate_pr_numbers": [
|
| 3076 |
-
|
|
|
|
|
|
|
| 3077 |
],
|
| 3078 |
-
"target_issue_number":
|
| 3079 |
-
"reason": "PRs in cluster-
|
| 3080 |
},
|
| 3081 |
{
|
| 3082 |
"cluster_id": "cluster-46869-3",
|
|
@@ -3088,15 +3070,16 @@
|
|
| 3088 |
"reason": "PRs in cluster-46869-3 are treated as duplicates because they converge on issue #46869 with closing_reference, shared_issue_target evidence."
|
| 3089 |
},
|
| 3090 |
{
|
| 3091 |
-
"cluster_id": "cluster-46894-
|
| 3092 |
"canonical_pr_number": 46903,
|
| 3093 |
"duplicate_pr_numbers": [
|
| 3094 |
46895,
|
| 3095 |
46958,
|
| 3096 |
-
47090
|
|
|
|
| 3097 |
],
|
| 3098 |
"target_issue_number": 46894,
|
| 3099 |
-
"reason": "PRs in cluster-46894-
|
| 3100 |
},
|
| 3101 |
{
|
| 3102 |
"cluster_id": "cluster-47123-2",
|
|
@@ -3116,6 +3099,25 @@
|
|
| 3116 |
"target_issue_number": 47138,
|
| 3117 |
"reason": "PRs in cluster-47138-4 are treated as duplicates because they converge on issue #47138 with closing_reference, soft_similarity evidence."
|
| 3118 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3119 |
{
|
| 3120 |
"cluster_id": "cluster-47282-2",
|
| 3121 |
"canonical_pr_number": 47380,
|
|
@@ -3127,10 +3129,10 @@
|
|
| 3127 |
}
|
| 3128 |
],
|
| 3129 |
"best_issue": {
|
| 3130 |
-
"cluster_id": "cluster-46894-
|
| 3131 |
"issue_number": 46894,
|
| 3132 |
-
"reason": "Issue #46894 is the strongest global issue candidate because it is open, belongs to a cluster with
|
| 3133 |
-
"score":
|
| 3134 |
},
|
| 3135 |
"best_pr": {
|
| 3136 |
"cluster_id": "cluster-43979-11",
|
|
|
|
| 1 |
{
|
| 2 |
"schema_version": "1.0",
|
| 3 |
"repo": "huggingface/transformers",
|
| 4 |
+
"snapshot_id": "20260718T120032Z",
|
| 5 |
+
"generated_at": "2026-07-18T12:14:56Z",
|
| 6 |
"evidence_quality": "full",
|
| 7 |
"llm_enrichment": true,
|
| 8 |
"meta_bugs": [
|
|
|
|
| 1050 |
]
|
| 1051 |
},
|
| 1052 |
{
|
| 1053 |
+
"cluster_id": "cluster-46894-8",
|
| 1054 |
+
"summary": "Cluster of 3 issues and 5 PRs centered on issue #46894.",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1055 |
"status": "open",
|
| 1056 |
"confidence": 0.8,
|
| 1057 |
"canonical_issue_number": 46894,
|
| 1058 |
"canonical_pr_number": 46903,
|
| 1059 |
"issue_numbers": [
|
| 1060 |
46894,
|
| 1061 |
+
46901,
|
| 1062 |
+
47394
|
| 1063 |
],
|
| 1064 |
"pr_numbers": [
|
| 1065 |
46895,
|
| 1066 |
46903,
|
| 1067 |
46958,
|
| 1068 |
+
47090,
|
| 1069 |
+
47395
|
| 1070 |
],
|
| 1071 |
"evidence_types": [
|
| 1072 |
"closing_reference",
|
|
|
|
| 1261 |
}
|
| 1262 |
]
|
| 1263 |
},
|
| 1264 |
+
{
|
| 1265 |
+
"left_pr_number": 46895,
|
| 1266 |
+
"right_pr_number": 47395,
|
| 1267 |
+
"code_similarity": 0.187,
|
| 1268 |
+
"size_similarity": 0.683,
|
| 1269 |
+
"file_overlap": 0.0,
|
| 1270 |
+
"area_overlap": 0.0,
|
| 1271 |
+
"patch_similarity": 0.333,
|
| 1272 |
+
"shared_filenames": [],
|
| 1273 |
+
"shared_file_areas": []
|
| 1274 |
+
},
|
| 1275 |
{
|
| 1276 |
"left_pr_number": 46903,
|
| 1277 |
"right_pr_number": 46958,
|
|
|
|
| 1402 |
}
|
| 1403 |
]
|
| 1404 |
},
|
| 1405 |
+
{
|
| 1406 |
+
"left_pr_number": 46903,
|
| 1407 |
+
"right_pr_number": 47395,
|
| 1408 |
+
"code_similarity": 0.083,
|
| 1409 |
+
"size_similarity": 0.276,
|
| 1410 |
+
"file_overlap": 0.0,
|
| 1411 |
+
"area_overlap": 0.0,
|
| 1412 |
+
"patch_similarity": 0.186,
|
| 1413 |
+
"shared_filenames": [],
|
| 1414 |
+
"shared_file_areas": []
|
| 1415 |
+
},
|
| 1416 |
{
|
| 1417 |
"left_pr_number": 46958,
|
| 1418 |
"right_pr_number": 47090,
|
|
|
|
| 1485 |
]
|
| 1486 |
}
|
| 1487 |
]
|
| 1488 |
+
},
|
| 1489 |
+
{
|
| 1490 |
+
"left_pr_number": 46958,
|
| 1491 |
+
"right_pr_number": 47395,
|
| 1492 |
+
"code_similarity": 0.201,
|
| 1493 |
+
"size_similarity": 0.747,
|
| 1494 |
+
"file_overlap": 0.0,
|
| 1495 |
+
"area_overlap": 0.0,
|
| 1496 |
+
"patch_similarity": 0.342,
|
| 1497 |
+
"shared_filenames": [],
|
| 1498 |
+
"shared_file_areas": []
|
| 1499 |
+
},
|
| 1500 |
+
{
|
| 1501 |
+
"left_pr_number": 47090,
|
| 1502 |
+
"right_pr_number": 47395,
|
| 1503 |
+
"code_similarity": 0.078,
|
| 1504 |
+
"size_similarity": 0.192,
|
| 1505 |
+
"file_overlap": 0.0,
|
| 1506 |
+
"area_overlap": 0.0,
|
| 1507 |
+
"patch_similarity": 0.262,
|
| 1508 |
+
"shared_filenames": [],
|
| 1509 |
+
"shared_file_areas": []
|
| 1510 |
+
}
|
| 1511 |
+
]
|
| 1512 |
+
},
|
| 1513 |
+
{
|
| 1514 |
+
"cluster_id": "cluster-46509-6",
|
| 1515 |
+
"summary": "Cluster of 2 issues and 4 PRs centered on issue #47333.",
|
| 1516 |
+
"status": "open",
|
| 1517 |
+
"confidence": 0.6,
|
| 1518 |
+
"canonical_issue_number": 47333,
|
| 1519 |
+
"canonical_pr_number": 47336,
|
| 1520 |
+
"issue_numbers": [
|
| 1521 |
+
47332,
|
| 1522 |
+
47333
|
| 1523 |
+
],
|
| 1524 |
+
"pr_numbers": [
|
| 1525 |
+
46509,
|
| 1526 |
+
47143,
|
| 1527 |
+
47301,
|
| 1528 |
+
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2913 |
}
|
| 2914 |
]
|
| 2915 |
}
|
| 2916 |
],
|
| 2917 |
"duplicate_issues": [
|
| 2918 |
{
|
| 2919 |
+
"cluster_id": "cluster-46509-6",
|
| 2920 |
+
"canonical_issue_number": 47333,
|
| 2921 |
+
"duplicate_issue_numbers": [
|
| 2922 |
+
47332
|
| 2923 |
+
],
|
| 2924 |
+
"reason": "Issues in cluster-46509-6 are treated as duplicates because they share closing_reference, soft_similarity evidence."
|
| 2925 |
+
},
|
| 2926 |
+
{
|
| 2927 |
+
"cluster_id": "cluster-46894-8",
|
| 2928 |
"canonical_issue_number": 46894,
|
| 2929 |
"duplicate_issue_numbers": [
|
| 2930 |
+
46901,
|
| 2931 |
+
47394
|
| 2932 |
],
|
| 2933 |
+
"reason": "Issues in cluster-46894-8 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
|
| 2934 |
},
|
| 2935 |
{
|
| 2936 |
"cluster_id": "cluster-47138-4",
|
|
|
|
| 2961 |
"reason": "PRs in cluster-43240-3 are treated as duplicates because they converge on issue #43240 with closing_reference, shared_issue_target evidence."
|
| 2962 |
},
|
| 2963 |
{
|
| 2964 |
+
"cluster_id": "cluster-43656-2",
|
| 2965 |
+
"canonical_pr_number": 43656,
|
| 2966 |
"duplicate_pr_numbers": [
|
| 2967 |
+
43842
|
|
|
|
|
|
|
| 2968 |
],
|
| 2969 |
+
"target_issue_number": null,
|
| 2970 |
+
"reason": "PRs in cluster-43656-2 are treated as duplicates because they share soft_similarity evidence."
|
| 2971 |
},
|
| 2972 |
{
|
| 2973 |
"cluster_id": "cluster-43698-3",
|
|
|
|
| 2995 |
"target_issue_number": 43979,
|
| 2996 |
"reason": "PRs in cluster-43979-11 are treated as duplicates because they converge on issue #43979 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 2997 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2998 |
{
|
| 2999 |
"cluster_id": "cluster-45081-3",
|
| 3000 |
"canonical_pr_number": 45317,
|
|
|
|
| 3004 |
"target_issue_number": 45081,
|
| 3005 |
"reason": "PRs in cluster-45081-3 are treated as duplicates because they converge on issue #45081 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 3006 |
},
|
| 3007 |
+
{
|
| 3008 |
+
"cluster_id": "cluster-45157-2",
|
| 3009 |
+
"canonical_pr_number": 47387,
|
| 3010 |
+
"duplicate_pr_numbers": [
|
| 3011 |
+
45157
|
| 3012 |
+
],
|
| 3013 |
+
"target_issue_number": null,
|
| 3014 |
+
"reason": "PRs in cluster-45157-2 are treated as duplicates because they share soft_similarity evidence."
|
| 3015 |
+
},
|
| 3016 |
{
|
| 3017 |
"cluster_id": "cluster-45561-3",
|
| 3018 |
"canonical_pr_number": 45645,
|
|
|
|
| 3050 |
"reason": "PRs in cluster-46305-3 are treated as duplicates because they converge on issue #46305 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 3051 |
},
|
| 3052 |
{
|
| 3053 |
+
"cluster_id": "cluster-46509-6",
|
| 3054 |
+
"canonical_pr_number": 47336,
|
| 3055 |
"duplicate_pr_numbers": [
|
| 3056 |
+
46509,
|
| 3057 |
+
47143,
|
| 3058 |
+
47301
|
| 3059 |
],
|
| 3060 |
+
"target_issue_number": 47333,
|
| 3061 |
+
"reason": "PRs in cluster-46509-6 are treated as duplicates because they converge on issue #47333 with closing_reference, soft_similarity evidence."
|
| 3062 |
},
|
| 3063 |
{
|
| 3064 |
"cluster_id": "cluster-46869-3",
|
|
|
|
| 3070 |
"reason": "PRs in cluster-46869-3 are treated as duplicates because they converge on issue #46869 with closing_reference, shared_issue_target evidence."
|
| 3071 |
},
|
| 3072 |
{
|
| 3073 |
+
"cluster_id": "cluster-46894-8",
|
| 3074 |
"canonical_pr_number": 46903,
|
| 3075 |
"duplicate_pr_numbers": [
|
| 3076 |
46895,
|
| 3077 |
46958,
|
| 3078 |
+
47090,
|
| 3079 |
+
47395
|
| 3080 |
],
|
| 3081 |
"target_issue_number": 46894,
|
| 3082 |
+
"reason": "PRs in cluster-46894-8 are treated as duplicates because they converge on issue #46894 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 3083 |
},
|
| 3084 |
{
|
| 3085 |
"cluster_id": "cluster-47123-2",
|
|
|
|
| 3099 |
"target_issue_number": 47138,
|
| 3100 |
"reason": "PRs in cluster-47138-4 are treated as duplicates because they converge on issue #47138 with closing_reference, soft_similarity evidence."
|
| 3101 |
},
|
| 3102 |
+
{
|
| 3103 |
+
"cluster_id": "cluster-47163-2",
|
| 3104 |
+
"canonical_pr_number": 47163,
|
| 3105 |
+
"duplicate_pr_numbers": [
|
| 3106 |
+
47210
|
| 3107 |
+
],
|
| 3108 |
+
"target_issue_number": null,
|
| 3109 |
+
"reason": "PRs in cluster-47163-2 are treated as duplicates because they share soft_similarity evidence."
|
| 3110 |
+
},
|
| 3111 |
+
{
|
| 3112 |
+
"cluster_id": "cluster-47175-3",
|
| 3113 |
+
"canonical_pr_number": 47298,
|
| 3114 |
+
"duplicate_pr_numbers": [
|
| 3115 |
+
47175,
|
| 3116 |
+
47294
|
| 3117 |
+
],
|
| 3118 |
+
"target_issue_number": null,
|
| 3119 |
+
"reason": "PRs in cluster-47175-3 are treated as duplicates because they share soft_similarity evidence."
|
| 3120 |
+
},
|
| 3121 |
{
|
| 3122 |
"cluster_id": "cluster-47282-2",
|
| 3123 |
"canonical_pr_number": 47380,
|
|
|
|
| 3129 |
}
|
| 3130 |
],
|
| 3131 |
"best_issue": {
|
| 3132 |
+
"cluster_id": "cluster-46894-8",
|
| 3133 |
"issue_number": 46894,
|
| 3134 |
+
"reason": "Issue #46894 is the strongest global issue candidate because it is open, belongs to a cluster with 8 artifacts, and carries 1 discussion comments plus 10 inbound references.",
|
| 3135 |
+
"score": 192.0
|
| 3136 |
},
|
| 3137 |
"best_pr": {
|
| 3138 |
"cluster_id": "cluster-43979-11",
|
analysis/current/analysis-report-hybrid.llm-reviews.json
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
analysis/current/manifest.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
-
"analysis_id": "hybrid-model-
|
| 3 |
"archived_artifacts": {
|
| 4 |
-
"hybrid": "snapshots/
|
| 5 |
-
"hybrid_reviews": "snapshots/
|
| 6 |
},
|
| 7 |
"artifacts": {
|
| 8 |
"hybrid": "analysis/current/analysis-report-hybrid.json",
|
|
@@ -10,9 +10,9 @@
|
|
| 10 |
},
|
| 11 |
"channel": "canonical",
|
| 12 |
"model": null,
|
| 13 |
-
"published_at": "2026-07-
|
| 14 |
"repo": "huggingface/transformers",
|
| 15 |
"schema_version": 1,
|
| 16 |
-
"snapshot_id": "
|
| 17 |
"variant": "hybrid"
|
| 18 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"analysis_id": "hybrid-model-20260718t120032z",
|
| 3 |
"archived_artifacts": {
|
| 4 |
+
"hybrid": "snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/analysis-report-hybrid.json",
|
| 5 |
+
"hybrid_reviews": "snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/analysis-report-hybrid.llm-reviews.json"
|
| 6 |
},
|
| 7 |
"artifacts": {
|
| 8 |
"hybrid": "analysis/current/analysis-report-hybrid.json",
|
|
|
|
| 10 |
},
|
| 11 |
"channel": "canonical",
|
| 12 |
"model": null,
|
| 13 |
+
"published_at": "2026-07-18T12:15:00Z",
|
| 14 |
"repo": "huggingface/transformers",
|
| 15 |
"schema_version": 1,
|
| 16 |
+
"snapshot_id": "20260718T120032Z",
|
| 17 |
"variant": "hybrid"
|
| 18 |
}
|
snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/analysis-report-hybrid.json
ADDED
|
@@ -0,0 +1,3143 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 1 |
+
{
|
| 2 |
+
"schema_version": "1.0",
|
| 3 |
+
"repo": "huggingface/transformers",
|
| 4 |
+
"snapshot_id": "20260718T120032Z",
|
| 5 |
+
"generated_at": "2026-07-18T12:14:56Z",
|
| 6 |
+
"evidence_quality": "full",
|
| 7 |
+
"llm_enrichment": true,
|
| 8 |
+
"meta_bugs": [
|
| 9 |
+
{
|
| 10 |
+
"cluster_id": "cluster-43979-11",
|
| 11 |
+
"summary": "Cluster of 1 issues and 10 PRs centered on issue #43979.",
|
| 12 |
+
"status": "open",
|
| 13 |
+
"confidence": 0.8,
|
| 14 |
+
"canonical_issue_number": 43979,
|
| 15 |
+
"canonical_pr_number": 44007,
|
| 16 |
+
"issue_numbers": [
|
| 17 |
+
43979
|
| 18 |
+
],
|
| 19 |
+
"pr_numbers": [
|
| 20 |
+
43996,
|
| 21 |
+
44007,
|
| 22 |
+
44013,
|
| 23 |
+
44044,
|
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| 2747 |
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| 2749 |
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| 2751 |
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| 2764 |
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493
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| 2766 |
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| 2769 |
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| 2770 |
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21
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| 2773 |
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[
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| 2774 |
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481,
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| 2775 |
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499
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| 2780 |
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| 2784 |
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| 2785 |
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| 2786 |
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| 2787 |
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{
|
| 2788 |
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|
| 2789 |
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| 2790 |
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| 2791 |
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| 2792 |
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| 2793 |
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| 2794 |
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| 2795 |
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45157,
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| 2797 |
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47387
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| 2798 |
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| 2799 |
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| 2800 |
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| 2801 |
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| 2802 |
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| 2803 |
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{
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| 2804 |
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| 2805 |
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| 2806 |
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| 2807 |
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| 2808 |
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| 2809 |
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| 2810 |
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| 2811 |
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| 2812 |
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| 2813 |
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| 2814 |
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| 2815 |
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| 2816 |
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{
|
| 2817 |
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| 2818 |
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| 2819 |
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| 2820 |
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| 2821 |
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| 2822 |
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| 2823 |
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| 2824 |
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47282,
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| 2827 |
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| 2828 |
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| 2829 |
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| 2830 |
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| 2831 |
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| 2832 |
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{
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| 2833 |
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| 2834 |
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| 2839 |
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| 2840 |
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| 2841 |
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| 2842 |
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| 2844 |
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{
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| 2845 |
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| 2846 |
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| 2847 |
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| 2848 |
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420,
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| 2849 |
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438
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[
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450,
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| 2853 |
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474
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| 2855 |
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[
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482,
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| 2857 |
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524
|
| 2858 |
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| 2859 |
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| 2860 |
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| 2861 |
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18,
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| 2863 |
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24
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| 2864 |
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| 2865 |
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[
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| 2866 |
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406,
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| 2867 |
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419
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| 2868 |
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| 2869 |
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[
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| 2870 |
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426,
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432
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[
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457,
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| 2875 |
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463
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| 2877 |
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487,
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| 2879 |
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493
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| 2880 |
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| 2887 |
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{
|
| 2888 |
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| 2889 |
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|
| 2890 |
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| 2891 |
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| 2892 |
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| 2893 |
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| 2894 |
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| 2895 |
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| 2896 |
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47163,
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| 2897 |
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47210
|
| 2898 |
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| 2899 |
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|
| 2900 |
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|
| 2901 |
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| 2902 |
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| 2903 |
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{
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| 2904 |
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| 2905 |
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| 2906 |
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| 2907 |
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| 2908 |
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| 2909 |
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| 2910 |
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| 2911 |
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| 2912 |
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|
| 2913 |
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|
| 2914 |
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| 2915 |
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}
|
| 2916 |
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],
|
| 2917 |
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| 2918 |
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{
|
| 2919 |
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|
| 2920 |
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| 2921 |
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|
| 2922 |
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47332
|
| 2923 |
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],
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| 2924 |
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| 2925 |
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},
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| 2926 |
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| 2927 |
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| 2928 |
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| 2929 |
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|
| 2930 |
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46901,
|
| 2931 |
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47394
|
| 2932 |
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],
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| 2933 |
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"reason": "Issues in cluster-46894-8 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
|
| 2934 |
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},
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| 2935 |
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{
|
| 2936 |
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| 2937 |
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| 2938 |
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|
| 2939 |
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47139
|
| 2940 |
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],
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| 2941 |
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"reason": "Issues in cluster-47138-4 are treated as duplicates because they share closing_reference, soft_similarity evidence."
|
| 2942 |
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}
|
| 2943 |
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],
|
| 2944 |
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|
| 2945 |
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{
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| 2946 |
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| 2947 |
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| 2948 |
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| 2949 |
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41356
|
| 2950 |
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],
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| 2951 |
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|
| 2952 |
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| 2953 |
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| 2954 |
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{
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| 2955 |
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| 2956 |
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| 2957 |
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43254
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| 2959 |
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| 2960 |
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|
| 2961 |
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|
| 2962 |
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| 2963 |
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{
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| 2964 |
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| 2965 |
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| 2966 |
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43842
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| 2968 |
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| 2969 |
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| 2970 |
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| 2971 |
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| 2972 |
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{
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| 2973 |
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43816
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| 2978 |
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| 2979 |
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"reason": "PRs in cluster-43698-3 are treated as duplicates because they converge on issue #43698 with closing_reference, shared_issue_target evidence."
|
| 2980 |
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},
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| 2981 |
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{
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| 2982 |
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| 2983 |
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44066,
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44129,
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| 2992 |
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44154,
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44722
|
| 2994 |
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| 2995 |
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|
| 2996 |
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|
| 2997 |
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},
|
| 2998 |
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{
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| 2999 |
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|
| 3000 |
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45086
|
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| 3004 |
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| 3005 |
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"reason": "PRs in cluster-45081-3 are treated as duplicates because they converge on issue #45081 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 3006 |
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},
|
| 3007 |
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{
|
| 3008 |
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| 3009 |
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| 3010 |
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45157
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| 3012 |
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| 3013 |
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| 3014 |
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"reason": "PRs in cluster-45157-2 are treated as duplicates because they share soft_similarity evidence."
|
| 3015 |
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},
|
| 3016 |
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{
|
| 3017 |
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|
| 3018 |
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| 3019 |
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|
| 3020 |
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45639
|
| 3021 |
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],
|
| 3022 |
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|
| 3023 |
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"reason": "PRs in cluster-45561-3 are treated as duplicates because they converge on issue #45561 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 3024 |
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},
|
| 3025 |
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{
|
| 3026 |
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|
| 3027 |
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| 3028 |
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| 3029 |
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45737
|
| 3030 |
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],
|
| 3031 |
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|
| 3032 |
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"reason": "PRs in cluster-45647-3 are treated as duplicates because they converge on issue #45647 with closing_reference, shared_issue_target evidence."
|
| 3033 |
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},
|
| 3034 |
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{
|
| 3035 |
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| 3036 |
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| 3037 |
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| 3038 |
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46780
|
| 3039 |
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],
|
| 3040 |
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"target_issue_number": 46159,
|
| 3041 |
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"reason": "PRs in cluster-46159-3 are treated as duplicates because they converge on issue #46159 with closing_reference evidence."
|
| 3042 |
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},
|
| 3043 |
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{
|
| 3044 |
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| 3045 |
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| 3046 |
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| 3047 |
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46310
|
| 3048 |
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],
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| 3049 |
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"target_issue_number": 46305,
|
| 3050 |
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"reason": "PRs in cluster-46305-3 are treated as duplicates because they converge on issue #46305 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 3051 |
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},
|
| 3052 |
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{
|
| 3053 |
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| 3054 |
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| 3055 |
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47143,
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| 3058 |
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47301
|
| 3059 |
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|
| 3060 |
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"target_issue_number": 47333,
|
| 3061 |
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"reason": "PRs in cluster-46509-6 are treated as duplicates because they converge on issue #47333 with closing_reference, soft_similarity evidence."
|
| 3062 |
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},
|
| 3063 |
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{
|
| 3064 |
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|
| 3065 |
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|
| 3066 |
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|
| 3067 |
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46922
|
| 3068 |
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|
| 3069 |
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"target_issue_number": 46869,
|
| 3070 |
+
"reason": "PRs in cluster-46869-3 are treated as duplicates because they converge on issue #46869 with closing_reference, shared_issue_target evidence."
|
| 3071 |
+
},
|
| 3072 |
+
{
|
| 3073 |
+
"cluster_id": "cluster-46894-8",
|
| 3074 |
+
"canonical_pr_number": 46903,
|
| 3075 |
+
"duplicate_pr_numbers": [
|
| 3076 |
+
46895,
|
| 3077 |
+
46958,
|
| 3078 |
+
47090,
|
| 3079 |
+
47395
|
| 3080 |
+
],
|
| 3081 |
+
"target_issue_number": 46894,
|
| 3082 |
+
"reason": "PRs in cluster-46894-8 are treated as duplicates because they converge on issue #46894 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 3083 |
+
},
|
| 3084 |
+
{
|
| 3085 |
+
"cluster_id": "cluster-47123-2",
|
| 3086 |
+
"canonical_pr_number": 47123,
|
| 3087 |
+
"duplicate_pr_numbers": [
|
| 3088 |
+
47280
|
| 3089 |
+
],
|
| 3090 |
+
"target_issue_number": null,
|
| 3091 |
+
"reason": "PRs in cluster-47123-2 are treated as duplicates because they share soft_similarity evidence."
|
| 3092 |
+
},
|
| 3093 |
+
{
|
| 3094 |
+
"cluster_id": "cluster-47138-4",
|
| 3095 |
+
"canonical_pr_number": 47303,
|
| 3096 |
+
"duplicate_pr_numbers": [
|
| 3097 |
+
47140
|
| 3098 |
+
],
|
| 3099 |
+
"target_issue_number": 47138,
|
| 3100 |
+
"reason": "PRs in cluster-47138-4 are treated as duplicates because they converge on issue #47138 with closing_reference, soft_similarity evidence."
|
| 3101 |
+
},
|
| 3102 |
+
{
|
| 3103 |
+
"cluster_id": "cluster-47163-2",
|
| 3104 |
+
"canonical_pr_number": 47163,
|
| 3105 |
+
"duplicate_pr_numbers": [
|
| 3106 |
+
47210
|
| 3107 |
+
],
|
| 3108 |
+
"target_issue_number": null,
|
| 3109 |
+
"reason": "PRs in cluster-47163-2 are treated as duplicates because they share soft_similarity evidence."
|
| 3110 |
+
},
|
| 3111 |
+
{
|
| 3112 |
+
"cluster_id": "cluster-47175-3",
|
| 3113 |
+
"canonical_pr_number": 47298,
|
| 3114 |
+
"duplicate_pr_numbers": [
|
| 3115 |
+
47175,
|
| 3116 |
+
47294
|
| 3117 |
+
],
|
| 3118 |
+
"target_issue_number": null,
|
| 3119 |
+
"reason": "PRs in cluster-47175-3 are treated as duplicates because they share soft_similarity evidence."
|
| 3120 |
+
},
|
| 3121 |
+
{
|
| 3122 |
+
"cluster_id": "cluster-47282-2",
|
| 3123 |
+
"canonical_pr_number": 47380,
|
| 3124 |
+
"duplicate_pr_numbers": [
|
| 3125 |
+
47282
|
| 3126 |
+
],
|
| 3127 |
+
"target_issue_number": null,
|
| 3128 |
+
"reason": "PRs in cluster-47282-2 are treated as duplicates because they share soft_similarity evidence."
|
| 3129 |
+
}
|
| 3130 |
+
],
|
| 3131 |
+
"best_issue": {
|
| 3132 |
+
"cluster_id": "cluster-46894-8",
|
| 3133 |
+
"issue_number": 46894,
|
| 3134 |
+
"reason": "Issue #46894 is the strongest global issue candidate because it is open, belongs to a cluster with 8 artifacts, and carries 1 discussion comments plus 10 inbound references.",
|
| 3135 |
+
"score": 192.0
|
| 3136 |
+
},
|
| 3137 |
+
"best_pr": {
|
| 3138 |
+
"cluster_id": "cluster-43979-11",
|
| 3139 |
+
"pr_number": 44007,
|
| 3140 |
+
"reason": "PR #44007 is the strongest global PR candidate because it is open, belongs to a cluster with 11 artifacts, links to 1 issues, and carries 2 review/discussion events.",
|
| 3141 |
+
"score": 238.886
|
| 3142 |
+
}
|
| 3143 |
+
}
|
snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/analysis-report-hybrid.llm-reviews.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/manifest.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"analysis_id": "hybrid-model-20260718t120032z",
|
| 3 |
+
"artifacts": {
|
| 4 |
+
"hybrid": "snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/analysis-report-hybrid.json",
|
| 5 |
+
"hybrid_reviews": "snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/analysis-report-hybrid.llm-reviews.json"
|
| 6 |
+
},
|
| 7 |
+
"channel": "canonical",
|
| 8 |
+
"model": null,
|
| 9 |
+
"published_at": "2026-07-18T12:15:00Z",
|
| 10 |
+
"repo": "huggingface/transformers",
|
| 11 |
+
"schema_version": 1,
|
| 12 |
+
"snapshot_id": "20260718T120032Z",
|
| 13 |
+
"variant": "hybrid"
|
| 14 |
+
}
|
snapshots/20260718T120032Z/manifest.json
CHANGED
|
@@ -32,6 +32,24 @@
|
|
| 32 |
"timeline_events": 97
|
| 33 |
},
|
| 34 |
"extracted_at": "2026-07-18T12:00:32Z",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 35 |
"repo": "huggingface/transformers",
|
| 36 |
"snapshot_id": "20260718T120032Z",
|
| 37 |
"watermark": {
|
|
|
|
| 32 |
"timeline_events": 97
|
| 33 |
},
|
| 34 |
"extracted_at": "2026-07-18T12:00:32Z",
|
| 35 |
+
"published_analysis": {
|
| 36 |
+
"canonical_analysis_id": "hybrid-model-20260718t120032z",
|
| 37 |
+
"runs": {
|
| 38 |
+
"hybrid-model-20260718t120032z": {
|
| 39 |
+
"analysis_id": "hybrid-model-20260718t120032z",
|
| 40 |
+
"artifacts": {
|
| 41 |
+
"hybrid": "snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/analysis-report-hybrid.json",
|
| 42 |
+
"hybrid_reviews": "snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/analysis-report-hybrid.llm-reviews.json"
|
| 43 |
+
},
|
| 44 |
+
"channel": "canonical",
|
| 45 |
+
"manifest_path": "snapshots/20260718T120032Z/analysis-runs/hybrid-model-20260718t120032z/manifest.json",
|
| 46 |
+
"model": null,
|
| 47 |
+
"published_at": "2026-07-18T12:15:00Z",
|
| 48 |
+
"variant": "hybrid"
|
| 49 |
+
}
|
| 50 |
+
},
|
| 51 |
+
"schema_version": 1
|
| 52 |
+
},
|
| 53 |
"repo": "huggingface/transformers",
|
| 54 |
"snapshot_id": "20260718T120032Z",
|
| 55 |
"watermark": {
|