Publish analysis hybrid-model-20260706t060036z for snapshot 20260706T060036Z
Browse files- analysis/current/analysis-report-hybrid.json +2171 -780
- analysis/current/analysis-report-hybrid.llm-reviews.json +0 -0
- analysis/current/manifest.json +5 -5
- snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/analysis-report-hybrid.json +0 -0
- snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/analysis-report-hybrid.llm-reviews.json +0 -0
- snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/manifest.json +14 -0
- snapshots/20260706T060036Z/manifest.json +18 -0
analysis/current/analysis-report-hybrid.json
CHANGED
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@@ -1,287 +1,1348 @@
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{
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"schema_version": "1.0",
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"repo": "huggingface/transformers",
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-
"snapshot_id": "
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"generated_at": "2026-07-
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"evidence_quality": "full",
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"llm_enrichment": true,
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"meta_bugs": [
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{
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"cluster_id": "cluster-
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"summary": "Cluster of
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"status": "open",
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"confidence": 0.
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| 14 |
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"canonical_issue_number":
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"canonical_pr_number":
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"issue_numbers": [
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43979
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],
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"pr_numbers": [
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],
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"evidence_types": [
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"closing_reference",
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"shared_issue_target",
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"soft_similarity"
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],
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"pr_comparisons": [
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{
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"size_similarity": 0.318,
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"file_overlap": 0.0,
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"shared_filenames": [],
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{
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"left_pr_number":
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"shared_filenames": [],
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{
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"left_pr_number":
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| 86 |
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{
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{
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| 285 |
"area_overlap": 0.0,
|
| 286 |
"patch_similarity": 0.389,
|
| 287 |
"shared_filenames": [],
|
|
@@ -955,212 +2016,686 @@
|
|
| 955 |
467
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| 956 |
],
|
| 957 |
[
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| 958 |
-
472,
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| 959 |
-
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|
| 960 |
],
|
| 961 |
[
|
| 962 |
-
|
| 963 |
-
|
| 964 |
-
]
|
|
|
|
|
|
|
| 965 |
[
|
| 966 |
-
|
| 967 |
-
|
| 968 |
],
|
| 969 |
[
|
| 970 |
-
|
| 971 |
-
|
| 972 |
-
]
|
|
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|
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|
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|
|
|
|
|
|
| 973 |
[
|
| 974 |
-
|
| 975 |
-
|
| 976 |
-
]
|
|
|
|
|
|
|
| 977 |
[
|
| 978 |
-
|
| 979 |
-
|
| 980 |
-
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 981 |
[
|
| 982 |
-
|
| 983 |
-
|
| 984 |
],
|
| 985 |
[
|
| 986 |
-
|
| 987 |
-
|
| 988 |
-
]
|
|
|
|
|
|
|
| 989 |
[
|
| 990 |
-
|
| 991 |
-
|
| 992 |
],
|
| 993 |
[
|
| 994 |
-
|
| 995 |
-
|
|
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|
|
| 996 |
],
|
| 997 |
[
|
| 998 |
-
|
| 999 |
-
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
| 1000 |
],
|
| 1001 |
[
|
| 1002 |
-
|
| 1003 |
-
|
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|
|
| 1004 |
],
|
| 1005 |
[
|
| 1006 |
-
|
| 1007 |
-
|
| 1008 |
],
|
| 1009 |
[
|
| 1010 |
-
|
| 1011 |
-
|
|
|
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|
|
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|
|
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|
|
|
|
|
|
| 1012 |
]
|
| 1013 |
]
|
| 1014 |
}
|
| 1015 |
]
|
| 1016 |
},
|
| 1017 |
{
|
| 1018 |
-
"left_pr_number":
|
| 1019 |
-
"right_pr_number":
|
| 1020 |
-
"code_similarity": 0.
|
| 1021 |
-
"size_similarity": 0.
|
| 1022 |
-
"file_overlap": 0.0,
|
| 1023 |
-
"area_overlap": 0.0,
|
| 1024 |
-
"patch_similarity": 0.199,
|
| 1025 |
-
"shared_filenames": [],
|
| 1026 |
-
"shared_file_areas": []
|
| 1027 |
-
},
|
| 1028 |
-
{
|
| 1029 |
-
"left_pr_number": 44129,
|
| 1030 |
-
"right_pr_number": 44722,
|
| 1031 |
-
"code_similarity": 0.146,
|
| 1032 |
-
"size_similarity": 0.545,
|
| 1033 |
"file_overlap": 0.0,
|
| 1034 |
"area_overlap": 0.0,
|
| 1035 |
-
"patch_similarity": 0.
|
| 1036 |
"shared_filenames": [],
|
| 1037 |
"shared_file_areas": []
|
| 1038 |
},
|
| 1039 |
{
|
| 1040 |
-
"left_pr_number":
|
| 1041 |
-
"right_pr_number":
|
| 1042 |
-
"code_similarity": 0.
|
| 1043 |
-
"size_similarity": 0.
|
| 1044 |
-
"file_overlap": 0.
|
| 1045 |
"area_overlap": 0.0,
|
| 1046 |
-
"patch_similarity": 0.
|
| 1047 |
-
"shared_filenames": [],
|
| 1048 |
-
"shared_file_areas": []
|
| 1049 |
-
}
|
| 1050 |
-
]
|
| 1051 |
-
},
|
| 1052 |
-
{
|
| 1053 |
-
"cluster_id": "cluster-41211-3",
|
| 1054 |
-
"summary": "Cluster of 1 issues and 2 PRs centered on issue #41211.",
|
| 1055 |
-
"status": "open",
|
| 1056 |
-
"confidence": 0.55,
|
| 1057 |
-
"canonical_issue_number": 41211,
|
| 1058 |
-
"canonical_pr_number": 44339,
|
| 1059 |
-
"issue_numbers": [
|
| 1060 |
-
41211
|
| 1061 |
-
],
|
| 1062 |
-
"pr_numbers": [
|
| 1063 |
-
41356,
|
| 1064 |
-
44339
|
| 1065 |
-
],
|
| 1066 |
-
"evidence_types": [
|
| 1067 |
-
"closing_reference"
|
| 1068 |
-
],
|
| 1069 |
-
"pr_comparisons": [
|
| 1070 |
-
{
|
| 1071 |
-
"left_pr_number": 41356,
|
| 1072 |
-
"right_pr_number": 44339,
|
| 1073 |
-
"code_similarity": 0.155,
|
| 1074 |
-
"size_similarity": 0.094,
|
| 1075 |
-
"file_overlap": 0.273,
|
| 1076 |
-
"area_overlap": 0.078,
|
| 1077 |
-
"patch_similarity": 0.183,
|
| 1078 |
"shared_filenames": [
|
| 1079 |
-
"docs/source/en/
|
| 1080 |
-
"src/transformers/
|
| 1081 |
-
"src/transformers/models/
|
| 1082 |
-
"src/transformers/models/
|
| 1083 |
-
"
|
| 1084 |
-
"
|
| 1085 |
],
|
| 1086 |
"shared_file_areas": [
|
| 1087 |
{
|
| 1088 |
-
"filename": "docs/source/en/
|
| 1089 |
"left_ranges": [
|
| 1090 |
[
|
| 1091 |
-
|
| 1092 |
-
|
| 1093 |
]
|
| 1094 |
],
|
| 1095 |
"right_ranges": [
|
| 1096 |
[
|
| 1097 |
-
|
| 1098 |
-
|
| 1099 |
]
|
| 1100 |
]
|
| 1101 |
},
|
| 1102 |
{
|
| 1103 |
-
"filename": "src/transformers/
|
| 1104 |
"left_ranges": [
|
| 1105 |
[
|
| 1106 |
-
|
| 1107 |
-
|
| 1108 |
]
|
| 1109 |
],
|
| 1110 |
"right_ranges": [
|
| 1111 |
[
|
| 1112 |
-
|
| 1113 |
-
|
| 1114 |
]
|
| 1115 |
]
|
| 1116 |
},
|
| 1117 |
{
|
| 1118 |
-
"filename": "src/transformers/models/
|
| 1119 |
"left_ranges": [
|
| 1120 |
[
|
| 1121 |
-
|
| 1122 |
-
|
| 1123 |
]
|
| 1124 |
],
|
| 1125 |
"right_ranges": [
|
| 1126 |
[
|
| 1127 |
-
|
| 1128 |
-
|
| 1129 |
]
|
| 1130 |
]
|
| 1131 |
},
|
| 1132 |
{
|
| 1133 |
-
"filename": "
|
| 1134 |
"left_ranges": [
|
| 1135 |
[
|
| 1136 |
-
|
| 1137 |
-
|
|
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|
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|
|
| 1138 |
]
|
| 1139 |
],
|
| 1140 |
"right_ranges": [
|
| 1141 |
[
|
| 1142 |
-
|
| 1143 |
-
|
|
|
|
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| 1144 |
]
|
| 1145 |
]
|
| 1146 |
}
|
| 1147 |
]
|
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| 1148 |
}
|
| 1149 |
]
|
| 1150 |
},
|
| 1151 |
{
|
| 1152 |
-
"cluster_id": "cluster-46894-
|
| 1153 |
-
"summary": "Cluster of
|
| 1154 |
"status": "open",
|
| 1155 |
"confidence": 0.8,
|
| 1156 |
"canonical_issue_number": 46894,
|
| 1157 |
-
"canonical_pr_number":
|
| 1158 |
"issue_numbers": [
|
| 1159 |
46894,
|
| 1160 |
-
46897
|
|
|
|
| 1161 |
],
|
| 1162 |
"pr_numbers": [
|
| 1163 |
46895,
|
|
|
|
| 1164 |
46958,
|
| 1165 |
47090
|
| 1166 |
],
|
|
@@ -1170,6 +2705,51 @@
|
|
| 1170 |
"soft_similarity"
|
| 1171 |
],
|
| 1172 |
"pr_comparisons": [
|
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|
| 1173 |
{
|
| 1174 |
"left_pr_number": 46895,
|
| 1175 |
"right_pr_number": 46958,
|
|
@@ -1320,6 +2900,112 @@
|
|
| 1320 |
}
|
| 1321 |
]
|
| 1322 |
},
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| 1323 |
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| 1324 |
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@@ -1404,268 +3090,161 @@
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| 1404 |
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|
| 1405 |
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|
| 1406 |
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|
| 1407 |
-
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| 1409 |
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| 1648 |
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| 1649 |
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@@ -1773,7 +3352,7 @@
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| 1773 |
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@@ -1784,7 +3363,8 @@
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| 1788 |
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{
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@@ -2238,7 +3818,7 @@
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| 2238 |
"cluster_id": "cluster-47013-3",
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| 2239 |
"summary": "Cluster of 1 issues and 2 PRs centered on issue #47013.",
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| 2240 |
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| 2241 |
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@@ -2249,130 +3829,69 @@
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| 2250 |
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| 2257 |
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| 2272 |
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| 2276 |
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| 2277 |
-
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| 2279 |
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| 2320 |
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| 2321 |
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| 2322 |
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| 2323 |
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| 2324 |
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{
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| 2325 |
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| 2326 |
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| 2327 |
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|
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|
| 2376 |
]
|
| 2377 |
]
|
| 2378 |
}
|
|
@@ -2446,64 +3965,6 @@
|
|
| 2446 |
}
|
| 2447 |
]
|
| 2448 |
},
|
| 2449 |
-
{
|
| 2450 |
-
"cluster_id": "cluster-43698-3",
|
| 2451 |
-
"summary": "Cluster of 1 issues and 2 PRs centered on issue #43698.",
|
| 2452 |
-
"status": "open",
|
| 2453 |
-
"confidence": 0.75,
|
| 2454 |
-
"canonical_issue_number": 43698,
|
| 2455 |
-
"canonical_pr_number": 43779,
|
| 2456 |
-
"issue_numbers": [
|
| 2457 |
-
43698
|
| 2458 |
-
],
|
| 2459 |
-
"pr_numbers": [
|
| 2460 |
-
43779,
|
| 2461 |
-
43816
|
| 2462 |
-
],
|
| 2463 |
-
"evidence_types": [
|
| 2464 |
-
"closing_reference",
|
| 2465 |
-
"shared_issue_target"
|
| 2466 |
-
],
|
| 2467 |
-
"pr_comparisons": [
|
| 2468 |
-
{
|
| 2469 |
-
"left_pr_number": 43779,
|
| 2470 |
-
"right_pr_number": 43816,
|
| 2471 |
-
"code_similarity": 0.418,
|
| 2472 |
-
"size_similarity": 0.538,
|
| 2473 |
-
"file_overlap": 1.0,
|
| 2474 |
-
"area_overlap": 0.02,
|
| 2475 |
-
"patch_similarity": 0.02,
|
| 2476 |
-
"shared_filenames": [
|
| 2477 |
-
"src/transformers/integrations/integration_utils.py"
|
| 2478 |
-
],
|
| 2479 |
-
"shared_file_areas": [
|
| 2480 |
-
{
|
| 2481 |
-
"filename": "src/transformers/integrations/integration_utils.py",
|
| 2482 |
-
"left_ranges": [
|
| 2483 |
-
[
|
| 2484 |
-
2227,
|
| 2485 |
-
2241
|
| 2486 |
-
],
|
| 2487 |
-
[
|
| 2488 |
-
2303,
|
| 2489 |
-
2309
|
| 2490 |
-
]
|
| 2491 |
-
],
|
| 2492 |
-
"right_ranges": [
|
| 2493 |
-
[
|
| 2494 |
-
2278,
|
| 2495 |
-
2291
|
| 2496 |
-
],
|
| 2497 |
-
[
|
| 2498 |
-
2309,
|
| 2499 |
-
2322
|
| 2500 |
-
]
|
| 2501 |
-
]
|
| 2502 |
-
}
|
| 2503 |
-
]
|
| 2504 |
-
}
|
| 2505 |
-
]
|
| 2506 |
-
},
|
| 2507 |
{
|
| 2508 |
"cluster_id": "cluster-47048-3",
|
| 2509 |
"summary": "Cluster of 1 issues and 2 PRs centered on issue #47065.",
|
|
@@ -2537,90 +3998,56 @@
|
|
| 2537 |
]
|
| 2538 |
},
|
| 2539 |
{
|
| 2540 |
-
"cluster_id": "cluster-
|
| 2541 |
-
"summary": "Cluster of
|
| 2542 |
"status": "open",
|
| 2543 |
-
"confidence": 0.
|
| 2544 |
-
"canonical_issue_number":
|
| 2545 |
-
"canonical_pr_number":
|
| 2546 |
-
"issue_numbers": [
|
| 2547 |
-
|
| 2548 |
-
46658,
|
| 2549 |
-
47003
|
| 2550 |
-
],
|
| 2551 |
-
"evidence_types": [
|
| 2552 |
-
"soft_similarity"
|
| 2553 |
],
|
| 2554 |
-
"pr_comparisons": [
|
| 2555 |
-
{
|
| 2556 |
-
"left_pr_number": 46658,
|
| 2557 |
-
"right_pr_number": 47003,
|
| 2558 |
-
"code_similarity": 0.174,
|
| 2559 |
-
"size_similarity": 0.72,
|
| 2560 |
-
"file_overlap": 0.0,
|
| 2561 |
-
"area_overlap": 0.0,
|
| 2562 |
-
"patch_similarity": 0.199,
|
| 2563 |
-
"shared_filenames": [],
|
| 2564 |
-
"shared_file_areas": []
|
| 2565 |
-
}
|
| 2566 |
-
]
|
| 2567 |
-
},
|
| 2568 |
-
{
|
| 2569 |
-
"cluster_id": "cluster-46907-2",
|
| 2570 |
-
"summary": "Cluster of 2 related pull requests linked by soft_similarity.",
|
| 2571 |
-
"status": "open",
|
| 2572 |
-
"confidence": 0.5,
|
| 2573 |
-
"canonical_issue_number": null,
|
| 2574 |
-
"canonical_pr_number": 46907,
|
| 2575 |
-
"issue_numbers": [],
|
| 2576 |
"pr_numbers": [
|
| 2577 |
-
|
| 2578 |
-
|
| 2579 |
],
|
| 2580 |
"evidence_types": [
|
| 2581 |
-
"
|
|
|
|
| 2582 |
],
|
| 2583 |
"pr_comparisons": [
|
| 2584 |
{
|
| 2585 |
-
"left_pr_number":
|
| 2586 |
-
"right_pr_number":
|
| 2587 |
-
"code_similarity": 0.
|
| 2588 |
-
"size_similarity":
|
| 2589 |
"file_overlap": 1.0,
|
| 2590 |
-
"area_overlap":
|
| 2591 |
-
"patch_similarity": 0.
|
| 2592 |
"shared_filenames": [
|
| 2593 |
-
"src/transformers/
|
| 2594 |
-
"src/transformers/models/edgetam/modular_edgetam.py"
|
| 2595 |
],
|
| 2596 |
"shared_file_areas": [
|
| 2597 |
{
|
| 2598 |
-
"filename": "src/transformers/
|
| 2599 |
"left_ranges": [
|
| 2600 |
[
|
| 2601 |
-
|
| 2602 |
-
|
| 2603 |
-
]
|
| 2604 |
-
],
|
| 2605 |
-
"right_ranges": [
|
| 2606 |
-
[
|
| 2607 |
-
464,
|
| 2608 |
-
472
|
| 2609 |
-
]
|
| 2610 |
-
]
|
| 2611 |
-
},
|
| 2612 |
-
{
|
| 2613 |
-
"filename": "src/transformers/models/edgetam/modular_edgetam.py",
|
| 2614 |
-
"left_ranges": [
|
| 2615 |
[
|
| 2616 |
-
|
| 2617 |
-
|
| 2618 |
]
|
| 2619 |
],
|
| 2620 |
"right_ranges": [
|
| 2621 |
[
|
| 2622 |
-
|
| 2623 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2624 |
]
|
| 2625 |
]
|
| 2626 |
}
|
|
@@ -2902,48 +4329,40 @@
|
|
| 2902 |
]
|
| 2903 |
}
|
| 2904 |
]
|
| 2905 |
-
},
|
| 2906 |
-
{
|
| 2907 |
-
"cluster_id": "cluster-44073-2",
|
| 2908 |
-
"summary": "Cluster of 2 related pull requests linked by soft_similarity.",
|
| 2909 |
-
"status": "open",
|
| 2910 |
-
"confidence": 0.5,
|
| 2911 |
-
"canonical_issue_number": null,
|
| 2912 |
-
"canonical_pr_number": 44073,
|
| 2913 |
-
"issue_numbers": [],
|
| 2914 |
-
"pr_numbers": [
|
| 2915 |
-
44073,
|
| 2916 |
-
44074
|
| 2917 |
-
],
|
| 2918 |
-
"evidence_types": [
|
| 2919 |
-
"soft_similarity"
|
| 2920 |
-
],
|
| 2921 |
-
"pr_comparisons": [
|
| 2922 |
-
{
|
| 2923 |
-
"left_pr_number": 44073,
|
| 2924 |
-
"right_pr_number": 44074,
|
| 2925 |
-
"code_similarity": 0.141,
|
| 2926 |
-
"size_similarity": 0.58,
|
| 2927 |
-
"file_overlap": 0.0,
|
| 2928 |
-
"area_overlap": 0.0,
|
| 2929 |
-
"patch_similarity": 0.169,
|
| 2930 |
-
"shared_filenames": [],
|
| 2931 |
-
"shared_file_areas": []
|
| 2932 |
-
}
|
| 2933 |
-
]
|
| 2934 |
}
|
| 2935 |
],
|
| 2936 |
"duplicate_issues": [
|
| 2937 |
{
|
| 2938 |
-
"cluster_id": "cluster-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2939 |
"canonical_issue_number": 46894,
|
| 2940 |
"duplicate_issue_numbers": [
|
| 2941 |
-
46897
|
|
|
|
| 2942 |
],
|
| 2943 |
-
"reason": "Issues in cluster-46894-
|
| 2944 |
}
|
| 2945 |
],
|
| 2946 |
"duplicate_prs": [
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2947 |
{
|
| 2948 |
"cluster_id": "cluster-41211-3",
|
| 2949 |
"canonical_pr_number": 44339,
|
|
@@ -2998,22 +4417,13 @@
|
|
| 2998 |
"reason": "PRs in cluster-44018-2 are treated as duplicates because they share soft_similarity evidence."
|
| 2999 |
},
|
| 3000 |
{
|
| 3001 |
-
"cluster_id": "cluster-
|
| 3002 |
-
"canonical_pr_number": 44073,
|
| 3003 |
-
"duplicate_pr_numbers": [
|
| 3004 |
-
44074
|
| 3005 |
-
],
|
| 3006 |
-
"target_issue_number": null,
|
| 3007 |
-
"reason": "PRs in cluster-44073-2 are treated as duplicates because they share soft_similarity evidence."
|
| 3008 |
-
},
|
| 3009 |
-
{
|
| 3010 |
-
"cluster_id": "cluster-45081-3",
|
| 3011 |
"canonical_pr_number": 45317,
|
| 3012 |
"duplicate_pr_numbers": [
|
| 3013 |
45086
|
| 3014 |
],
|
| 3015 |
"target_issue_number": 45081,
|
| 3016 |
-
"reason": "PRs in cluster-45081-
|
| 3017 |
},
|
| 3018 |
{
|
| 3019 |
"cluster_id": "cluster-45561-3",
|
|
@@ -3042,15 +4452,6 @@
|
|
| 3042 |
"target_issue_number": 46159,
|
| 3043 |
"reason": "PRs in cluster-46159-3 are treated as duplicates because they converge on issue #46159 with closing_reference evidence."
|
| 3044 |
},
|
| 3045 |
-
{
|
| 3046 |
-
"cluster_id": "cluster-46658-2",
|
| 3047 |
-
"canonical_pr_number": 46658,
|
| 3048 |
-
"duplicate_pr_numbers": [
|
| 3049 |
-
47003
|
| 3050 |
-
],
|
| 3051 |
-
"target_issue_number": null,
|
| 3052 |
-
"reason": "PRs in cluster-46658-2 are treated as duplicates because they share soft_similarity evidence."
|
| 3053 |
-
},
|
| 3054 |
{
|
| 3055 |
"cluster_id": "cluster-46869-3",
|
| 3056 |
"canonical_pr_number": 46886,
|
|
@@ -3058,48 +4459,38 @@
|
|
| 3058 |
46922
|
| 3059 |
],
|
| 3060 |
"target_issue_number": 46869,
|
| 3061 |
-
"reason": "PRs in cluster-46869-3 are treated as duplicates because they converge on issue #46869 with closing_reference evidence."
|
| 3062 |
},
|
| 3063 |
{
|
| 3064 |
-
"cluster_id": "cluster-46894-
|
| 3065 |
-
"canonical_pr_number":
|
| 3066 |
"duplicate_pr_numbers": [
|
|
|
|
| 3067 |
46958,
|
| 3068 |
47090
|
| 3069 |
],
|
| 3070 |
"target_issue_number": 46894,
|
| 3071 |
-
"reason": "PRs in cluster-46894-
|
| 3072 |
},
|
| 3073 |
{
|
| 3074 |
-
"cluster_id": "cluster-46907-
|
| 3075 |
"canonical_pr_number": 46907,
|
| 3076 |
-
"duplicate_pr_numbers": [
|
| 3077 |
-
47055
|
| 3078 |
-
],
|
| 3079 |
-
"target_issue_number": null,
|
| 3080 |
-
"reason": "PRs in cluster-46907-2 are treated as duplicates because they share soft_similarity evidence."
|
| 3081 |
-
},
|
| 3082 |
-
{
|
| 3083 |
-
"cluster_id": "cluster-46908-4",
|
| 3084 |
-
"canonical_pr_number": 46926,
|
| 3085 |
"duplicate_pr_numbers": [
|
| 3086 |
46908,
|
| 3087 |
-
|
| 3088 |
-
|
| 3089 |
-
],
|
| 3090 |
-
"target_issue_number": null,
|
| 3091 |
-
"reason": "PRs in cluster-46908-4 are treated as duplicates because they share soft_similarity evidence."
|
| 3092 |
-
},
|
| 3093 |
-
{
|
| 3094 |
-
"cluster_id": "cluster-46927-4",
|
| 3095 |
-
"canonical_pr_number": 46927,
|
| 3096 |
-
"duplicate_pr_numbers": [
|
| 3097 |
46949,
|
| 3098 |
46951,
|
| 3099 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3100 |
],
|
| 3101 |
"target_issue_number": null,
|
| 3102 |
-
"reason": "PRs in cluster-
|
| 3103 |
},
|
| 3104 |
{
|
| 3105 |
"cluster_id": "cluster-47013-3",
|
|
@@ -3108,7 +4499,7 @@
|
|
| 3108 |
47046
|
| 3109 |
],
|
| 3110 |
"target_issue_number": 47013,
|
| 3111 |
-
"reason": "PRs in cluster-47013-3 are treated as duplicates because they converge on issue #47013 with closing_reference
|
| 3112 |
},
|
| 3113 |
{
|
| 3114 |
"cluster_id": "cluster-47048-3",
|
|
@@ -3130,15 +4521,15 @@
|
|
| 3130 |
}
|
| 3131 |
],
|
| 3132 |
"best_issue": {
|
| 3133 |
-
"cluster_id": "cluster-46894-
|
| 3134 |
"issue_number": 46894,
|
| 3135 |
-
"reason": "Issue #46894 is the strongest global issue candidate because it is open, belongs to a cluster with
|
| 3136 |
-
"score":
|
| 3137 |
},
|
| 3138 |
"best_pr": {
|
| 3139 |
-
"cluster_id": "cluster-
|
| 3140 |
-
"pr_number":
|
| 3141 |
-
"reason": "PR #
|
| 3142 |
-
"score":
|
| 3143 |
}
|
| 3144 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"schema_version": "1.0",
|
| 3 |
"repo": "huggingface/transformers",
|
| 4 |
+
"snapshot_id": "20260706T060036Z",
|
| 5 |
+
"generated_at": "2026-07-06T06:13:31Z",
|
| 6 |
"evidence_quality": "full",
|
| 7 |
"llm_enrichment": true,
|
| 8 |
"meta_bugs": [
|
| 9 |
{
|
| 10 |
+
"cluster_id": "cluster-46907-13",
|
| 11 |
+
"summary": "Cluster of 13 related pull requests linked by soft_similarity.",
|
| 12 |
"status": "open",
|
| 13 |
+
"confidence": 0.5,
|
| 14 |
+
"canonical_issue_number": null,
|
| 15 |
+
"canonical_pr_number": 46907,
|
| 16 |
+
"issue_numbers": [],
|
|
|
|
|
|
|
| 17 |
"pr_numbers": [
|
| 18 |
+
46907,
|
| 19 |
+
46908,
|
| 20 |
+
46926,
|
| 21 |
+
46927,
|
| 22 |
+
46949,
|
| 23 |
+
46951,
|
| 24 |
+
46970,
|
| 25 |
+
46971,
|
| 26 |
+
47054,
|
| 27 |
+
47055,
|
| 28 |
+
47056,
|
| 29 |
+
47057,
|
| 30 |
+
47058
|
| 31 |
],
|
| 32 |
"evidence_types": [
|
|
|
|
|
|
|
| 33 |
"soft_similarity"
|
| 34 |
],
|
| 35 |
"pr_comparisons": [
|
| 36 |
{
|
| 37 |
+
"left_pr_number": 46907,
|
| 38 |
+
"right_pr_number": 46908,
|
| 39 |
+
"code_similarity": 0.115,
|
| 40 |
+
"size_similarity": 0.577,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 41 |
"file_overlap": 0.0,
|
| 42 |
"area_overlap": 0.0,
|
| 43 |
+
"patch_similarity": 0.0,
|
| 44 |
"shared_filenames": [],
|
| 45 |
"shared_file_areas": []
|
| 46 |
},
|
| 47 |
{
|
| 48 |
+
"left_pr_number": 46907,
|
| 49 |
+
"right_pr_number": 46926,
|
| 50 |
+
"code_similarity": 0.092,
|
| 51 |
+
"size_similarity": 0.462,
|
| 52 |
"file_overlap": 0.0,
|
| 53 |
"area_overlap": 0.0,
|
| 54 |
+
"patch_similarity": 0.0,
|
| 55 |
"shared_filenames": [],
|
| 56 |
"shared_file_areas": []
|
| 57 |
},
|
| 58 |
{
|
| 59 |
+
"left_pr_number": 46907,
|
| 60 |
+
"right_pr_number": 46927,
|
| 61 |
+
"code_similarity": 0.209,
|
| 62 |
+
"size_similarity": 0.929,
|
| 63 |
"file_overlap": 0.0,
|
| 64 |
"area_overlap": 0.0,
|
| 65 |
+
"patch_similarity": 0.158,
|
| 66 |
"shared_filenames": [],
|
| 67 |
"shared_file_areas": []
|
| 68 |
},
|
| 69 |
{
|
| 70 |
+
"left_pr_number": 46907,
|
| 71 |
+
"right_pr_number": 46949,
|
| 72 |
+
"code_similarity": 0.169,
|
| 73 |
+
"size_similarity": 0.846,
|
| 74 |
"file_overlap": 0.0,
|
| 75 |
"area_overlap": 0.0,
|
| 76 |
+
"patch_similarity": 0.0,
|
| 77 |
"shared_filenames": [],
|
| 78 |
"shared_file_areas": []
|
| 79 |
},
|
| 80 |
{
|
| 81 |
+
"left_pr_number": 46907,
|
| 82 |
+
"right_pr_number": 46951,
|
| 83 |
+
"code_similarity": 0.085,
|
| 84 |
+
"size_similarity": 0.423,
|
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"canonical_pr_number": 43779,
|
| 4007 |
+
"issue_numbers": [
|
| 4008 |
+
43698
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4009 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4010 |
"pr_numbers": [
|
| 4011 |
+
43779,
|
| 4012 |
+
43816
|
| 4013 |
],
|
| 4014 |
"evidence_types": [
|
| 4015 |
+
"closing_reference",
|
| 4016 |
+
"shared_issue_target"
|
| 4017 |
],
|
| 4018 |
"pr_comparisons": [
|
| 4019 |
{
|
| 4020 |
+
"left_pr_number": 43779,
|
| 4021 |
+
"right_pr_number": 43816,
|
| 4022 |
+
"code_similarity": 0.418,
|
| 4023 |
+
"size_similarity": 0.538,
|
| 4024 |
"file_overlap": 1.0,
|
| 4025 |
+
"area_overlap": 0.02,
|
| 4026 |
+
"patch_similarity": 0.02,
|
| 4027 |
"shared_filenames": [
|
| 4028 |
+
"src/transformers/integrations/integration_utils.py"
|
|
|
|
| 4029 |
],
|
| 4030 |
"shared_file_areas": [
|
| 4031 |
{
|
| 4032 |
+
"filename": "src/transformers/integrations/integration_utils.py",
|
| 4033 |
"left_ranges": [
|
| 4034 |
[
|
| 4035 |
+
2227,
|
| 4036 |
+
2241
|
| 4037 |
+
],
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4038 |
[
|
| 4039 |
+
2303,
|
| 4040 |
+
2309
|
| 4041 |
]
|
| 4042 |
],
|
| 4043 |
"right_ranges": [
|
| 4044 |
[
|
| 4045 |
+
2278,
|
| 4046 |
+
2291
|
| 4047 |
+
],
|
| 4048 |
+
[
|
| 4049 |
+
2309,
|
| 4050 |
+
2322
|
| 4051 |
]
|
| 4052 |
]
|
| 4053 |
}
|
|
|
|
| 4329 |
]
|
| 4330 |
}
|
| 4331 |
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4332 |
}
|
| 4333 |
],
|
| 4334 |
"duplicate_issues": [
|
| 4335 |
{
|
| 4336 |
+
"cluster_id": "cluster-45081-4",
|
| 4337 |
+
"canonical_issue_number": 45081,
|
| 4338 |
+
"duplicate_issue_numbers": [
|
| 4339 |
+
45356
|
| 4340 |
+
],
|
| 4341 |
+
"reason": "Issues in cluster-45081-4 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
|
| 4342 |
+
},
|
| 4343 |
+
{
|
| 4344 |
+
"cluster_id": "cluster-46894-7",
|
| 4345 |
"canonical_issue_number": 46894,
|
| 4346 |
"duplicate_issue_numbers": [
|
| 4347 |
+
46897,
|
| 4348 |
+
46901
|
| 4349 |
],
|
| 4350 |
+
"reason": "Issues in cluster-46894-7 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
|
| 4351 |
}
|
| 4352 |
],
|
| 4353 |
"duplicate_prs": [
|
| 4354 |
+
{
|
| 4355 |
+
"cluster_id": "cluster-40546-5",
|
| 4356 |
+
"canonical_pr_number": 43451,
|
| 4357 |
+
"duplicate_pr_numbers": [
|
| 4358 |
+
40546,
|
| 4359 |
+
46836,
|
| 4360 |
+
47003,
|
| 4361 |
+
47092
|
| 4362 |
+
],
|
| 4363 |
+
"target_issue_number": null,
|
| 4364 |
+
"reason": "PRs in cluster-40546-5 are treated as duplicates because they share soft_similarity evidence."
|
| 4365 |
+
},
|
| 4366 |
{
|
| 4367 |
"cluster_id": "cluster-41211-3",
|
| 4368 |
"canonical_pr_number": 44339,
|
|
|
|
| 4417 |
"reason": "PRs in cluster-44018-2 are treated as duplicates because they share soft_similarity evidence."
|
| 4418 |
},
|
| 4419 |
{
|
| 4420 |
+
"cluster_id": "cluster-45081-4",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4421 |
"canonical_pr_number": 45317,
|
| 4422 |
"duplicate_pr_numbers": [
|
| 4423 |
45086
|
| 4424 |
],
|
| 4425 |
"target_issue_number": 45081,
|
| 4426 |
+
"reason": "PRs in cluster-45081-4 are treated as duplicates because they converge on issue #45081 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 4427 |
},
|
| 4428 |
{
|
| 4429 |
"cluster_id": "cluster-45561-3",
|
|
|
|
| 4452 |
"target_issue_number": 46159,
|
| 4453 |
"reason": "PRs in cluster-46159-3 are treated as duplicates because they converge on issue #46159 with closing_reference evidence."
|
| 4454 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4455 |
{
|
| 4456 |
"cluster_id": "cluster-46869-3",
|
| 4457 |
"canonical_pr_number": 46886,
|
|
|
|
| 4459 |
46922
|
| 4460 |
],
|
| 4461 |
"target_issue_number": 46869,
|
| 4462 |
+
"reason": "PRs in cluster-46869-3 are treated as duplicates because they converge on issue #46869 with closing_reference, shared_issue_target evidence."
|
| 4463 |
},
|
| 4464 |
{
|
| 4465 |
+
"cluster_id": "cluster-46894-7",
|
| 4466 |
+
"canonical_pr_number": 46903,
|
| 4467 |
"duplicate_pr_numbers": [
|
| 4468 |
+
46895,
|
| 4469 |
46958,
|
| 4470 |
47090
|
| 4471 |
],
|
| 4472 |
"target_issue_number": 46894,
|
| 4473 |
+
"reason": "PRs in cluster-46894-7 are treated as duplicates because they converge on issue #46894 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 4474 |
},
|
| 4475 |
{
|
| 4476 |
+
"cluster_id": "cluster-46907-13",
|
| 4477 |
"canonical_pr_number": 46907,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4478 |
"duplicate_pr_numbers": [
|
| 4479 |
46908,
|
| 4480 |
+
46926,
|
| 4481 |
+
46927,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4482 |
46949,
|
| 4483 |
46951,
|
| 4484 |
+
46970,
|
| 4485 |
+
46971,
|
| 4486 |
+
47054,
|
| 4487 |
+
47055,
|
| 4488 |
+
47056,
|
| 4489 |
+
47057,
|
| 4490 |
+
47058
|
| 4491 |
],
|
| 4492 |
"target_issue_number": null,
|
| 4493 |
+
"reason": "PRs in cluster-46907-13 are treated as duplicates because they share soft_similarity evidence."
|
| 4494 |
},
|
| 4495 |
{
|
| 4496 |
"cluster_id": "cluster-47013-3",
|
|
|
|
| 4499 |
47046
|
| 4500 |
],
|
| 4501 |
"target_issue_number": 47013,
|
| 4502 |
+
"reason": "PRs in cluster-47013-3 are treated as duplicates because they converge on issue #47013 with closing_reference evidence."
|
| 4503 |
},
|
| 4504 |
{
|
| 4505 |
"cluster_id": "cluster-47048-3",
|
|
|
|
| 4521 |
}
|
| 4522 |
],
|
| 4523 |
"best_issue": {
|
| 4524 |
+
"cluster_id": "cluster-46894-7",
|
| 4525 |
"issue_number": 46894,
|
| 4526 |
+
"reason": "Issue #46894 is the strongest global issue candidate because it is open, belongs to a cluster with 7 artifacts, and carries 1 discussion comments plus 8 inbound references.",
|
| 4527 |
+
"score": 180.0
|
| 4528 |
},
|
| 4529 |
"best_pr": {
|
| 4530 |
+
"cluster_id": "cluster-46907-13",
|
| 4531 |
+
"pr_number": 46907,
|
| 4532 |
+
"reason": "PR #46907 is the strongest global PR candidate because it is open, belongs to a cluster with 13 artifacts, links to 0 issues, and carries 11 review/discussion events.",
|
| 4533 |
+
"score": 271.974
|
| 4534 |
}
|
| 4535 |
}
|
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-20260706t060036z",
|
| 3 |
"archived_artifacts": {
|
| 4 |
+
"hybrid": "snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/analysis-report-hybrid.json",
|
| 5 |
+
"hybrid_reviews": "snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/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": "2026-07-06T06:13:32Z",
|
| 14 |
"repo": "huggingface/transformers",
|
| 15 |
"schema_version": 1,
|
| 16 |
+
"snapshot_id": "20260706T060036Z",
|
| 17 |
"variant": "hybrid"
|
| 18 |
}
|
snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/analysis-report-hybrid.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/analysis-report-hybrid.llm-reviews.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/manifest.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"analysis_id": "hybrid-model-20260706t060036z",
|
| 3 |
+
"artifacts": {
|
| 4 |
+
"hybrid": "snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/analysis-report-hybrid.json",
|
| 5 |
+
"hybrid_reviews": "snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/analysis-report-hybrid.llm-reviews.json"
|
| 6 |
+
},
|
| 7 |
+
"channel": "canonical",
|
| 8 |
+
"model": null,
|
| 9 |
+
"published_at": "2026-07-06T06:13:32Z",
|
| 10 |
+
"repo": "huggingface/transformers",
|
| 11 |
+
"schema_version": 1,
|
| 12 |
+
"snapshot_id": "20260706T060036Z",
|
| 13 |
+
"variant": "hybrid"
|
| 14 |
+
}
|
snapshots/20260706T060036Z/manifest.json
CHANGED
|
@@ -32,6 +32,24 @@
|
|
| 32 |
"timeline_events": 241
|
| 33 |
},
|
| 34 |
"extracted_at": "2026-07-06T06:00:36Z",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 35 |
"repo": "huggingface/transformers",
|
| 36 |
"snapshot_id": "20260706T060036Z",
|
| 37 |
"watermark": {
|
|
|
|
| 32 |
"timeline_events": 241
|
| 33 |
},
|
| 34 |
"extracted_at": "2026-07-06T06:00:36Z",
|
| 35 |
+
"published_analysis": {
|
| 36 |
+
"canonical_analysis_id": "hybrid-model-20260706t060036z",
|
| 37 |
+
"runs": {
|
| 38 |
+
"hybrid-model-20260706t060036z": {
|
| 39 |
+
"analysis_id": "hybrid-model-20260706t060036z",
|
| 40 |
+
"artifacts": {
|
| 41 |
+
"hybrid": "snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/analysis-report-hybrid.json",
|
| 42 |
+
"hybrid_reviews": "snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/analysis-report-hybrid.llm-reviews.json"
|
| 43 |
+
},
|
| 44 |
+
"channel": "canonical",
|
| 45 |
+
"manifest_path": "snapshots/20260706T060036Z/analysis-runs/hybrid-model-20260706t060036z/manifest.json",
|
| 46 |
+
"model": null,
|
| 47 |
+
"published_at": "2026-07-06T06:13:32Z",
|
| 48 |
+
"variant": "hybrid"
|
| 49 |
+
}
|
| 50 |
+
},
|
| 51 |
+
"schema_version": 1
|
| 52 |
+
},
|
| 53 |
"repo": "huggingface/transformers",
|
| 54 |
"snapshot_id": "20260706T060036Z",
|
| 55 |
"watermark": {
|