Publish analysis hybrid-model-20260427t120026z for snapshot 20260427T120026Z
Browse files- analysis/current/analysis-report-hybrid.json +184 -138
- analysis/current/analysis-report-hybrid.llm-reviews.json +0 -0
- analysis/current/manifest.json +5 -5
- snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/analysis-report-hybrid.json +1963 -0
- snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/analysis-report-hybrid.llm-reviews.json +0 -0
- snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/manifest.json +14 -0
- snapshots/20260427T120026Z/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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"schema_version": "1.0",
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| 3 |
"repo": "huggingface/transformers",
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| 4 |
-
"snapshot_id": "
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-
"generated_at": "2026-04-
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"evidence_quality": "full",
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"llm_enrichment": true,
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"meta_bugs": [
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@@ -1053,7 +1053,7 @@
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| 1053 |
"cluster_id": "cluster-41211-3",
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| 1054 |
"summary": "Cluster of 1 issues and 2 PRs centered on issue #41211.",
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| 1055 |
"status": "open",
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| 1056 |
-
"confidence": 0.
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| 1057 |
"canonical_issue_number": 41211,
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| 1058 |
"canonical_pr_number": 44339,
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"issue_numbers": [
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@@ -1064,8 +1064,7 @@
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44339
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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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],
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"pr_comparisons": [
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| 1071 |
{
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@@ -1150,74 +1149,152 @@
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]
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| 1151 |
},
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| 1152 |
{
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| 1153 |
-
"cluster_id": "cluster-
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| 1154 |
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"summary": "Cluster of 1 issues and
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| 1155 |
"status": "open",
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| 1156 |
-
"confidence": 0.
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| 1157 |
-
"canonical_issue_number":
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| 1158 |
-
"canonical_pr_number":
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| 1159 |
"issue_numbers": [
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],
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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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"shared_issue_target"
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| 1169 |
],
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| 1170 |
"pr_comparisons": [
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| 1171 |
{
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| 1172 |
-
"left_pr_number":
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| 1173 |
-
"right_pr_number":
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| 1174 |
-
"code_similarity": 0.
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| 1175 |
-
"size_similarity": 0.
|
| 1176 |
"file_overlap": 1.0,
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| 1177 |
-
"area_overlap": 0.
|
| 1178 |
-
"patch_similarity": 0.
|
| 1179 |
"shared_filenames": [
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| 1180 |
-
"src/transformers/
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| 1181 |
],
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| 1182 |
"shared_file_areas": [
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{
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"filename": "src/transformers/
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"left_ranges": [
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[
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30,
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]
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],
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"right_ranges": [
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[
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30,
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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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| 1202 |
-
{
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| 1203 |
-
"cluster_id": "cluster-43824-3",
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| 1204 |
-
"summary": "Cluster of 1 issues and 2 PRs centered on issue #43824.",
|
| 1205 |
-
"status": "open",
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| 1206 |
-
"confidence": 0.75,
|
| 1207 |
-
"canonical_issue_number": 43824,
|
| 1208 |
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"canonical_pr_number": 43836,
|
| 1209 |
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| 1210 |
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43824
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| 1211 |
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| 1212 |
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| 1213 |
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43836,
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| 1214 |
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43842
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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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],
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-
"pr_comparisons": [
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| 1221 |
{
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"left_pr_number": 43836,
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| 1223 |
"right_pr_number": 43842,
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@@ -1270,57 +1347,48 @@
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]
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| 1271 |
},
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| 1272 |
{
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| 1273 |
-
"cluster_id": "cluster-
|
| 1274 |
-
"summary": "Cluster of 1 issues and 2 PRs centered on issue #
|
| 1275 |
"status": "open",
|
| 1276 |
-
"confidence": 0.
|
| 1277 |
-
"canonical_issue_number":
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| 1278 |
-
"canonical_pr_number":
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| 1279 |
"issue_numbers": [
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| 1280 |
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|
| 1281 |
],
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"pr_numbers": [
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| 1284 |
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],
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"evidence_types": [
|
| 1287 |
"closing_reference",
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| 1288 |
-
"shared_issue_target"
|
| 1289 |
-
"soft_similarity"
|
| 1290 |
],
|
| 1291 |
"pr_comparisons": [
|
| 1292 |
{
|
| 1293 |
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"left_pr_number":
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| 1294 |
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| 1295 |
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"code_similarity": 0.
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| 1296 |
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"size_similarity": 0.
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| 1297 |
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"file_overlap":
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| 1298 |
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"area_overlap":
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| 1299 |
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"patch_similarity": 0.
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| 1300 |
"shared_filenames": [
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| 1301 |
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"src/transformers/
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{
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"filename": "src/transformers/
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[
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[
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1374,
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1380
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| 1324 |
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| 1326 |
}
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|
@@ -1329,71 +1397,57 @@
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]
|
| 1330 |
},
|
| 1331 |
{
|
| 1332 |
-
"cluster_id": "cluster-
|
| 1333 |
-
"summary": "Cluster of 1 issues and 2 PRs centered on issue #
|
| 1334 |
"status": "open",
|
| 1335 |
-
"confidence": 0.
|
| 1336 |
-
"canonical_issue_number":
|
| 1337 |
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"canonical_pr_number":
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| 1338 |
"issue_numbers": [
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| 1339 |
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|
| 1340 |
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| 1341 |
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| 1342 |
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|
| 1343 |
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| 1344 |
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| 1345 |
"evidence_types": [
|
| 1346 |
-
"closing_reference"
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| 1347 |
],
|
| 1348 |
"pr_comparisons": [
|
| 1349 |
{
|
| 1350 |
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"code_similarity": 0.
|
| 1353 |
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"size_similarity": 0.
|
| 1354 |
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"file_overlap":
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| 1355 |
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| 1356 |
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|
| 1357 |
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|
| 1358 |
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"src/transformers/
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| 1359 |
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| 1360 |
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| 1361 |
{
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"filename": "src/transformers/
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| 1364 |
[
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| 1365 |
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[
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967,
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973
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[
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979,
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985
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[
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| 1399 |
}
|
|
@@ -1819,7 +1873,7 @@
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|
| 1819 |
41356
|
| 1820 |
],
|
| 1821 |
"target_issue_number": 41211,
|
| 1822 |
-
"reason": "PRs in cluster-41211-3 are treated as duplicates because they converge on issue #41211 with closing_reference
|
| 1823 |
},
|
| 1824 |
{
|
| 1825 |
"cluster_id": "cluster-43240-3",
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@@ -1830,6 +1884,16 @@
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| 1830 |
"target_issue_number": 43240,
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| 1831 |
"reason": "PRs in cluster-43240-3 are treated as duplicates because they converge on issue #43240 with closing_reference, shared_issue_target evidence."
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| 1832 |
},
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| 1833 |
{
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| 1834 |
"cluster_id": "cluster-43698-3",
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| 1835 |
"canonical_pr_number": 43779,
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@@ -1839,15 +1903,6 @@
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| 1839 |
"target_issue_number": 43698,
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| 1840 |
"reason": "PRs in cluster-43698-3 are treated as duplicates because they converge on issue #43698 with closing_reference, shared_issue_target evidence."
|
| 1841 |
},
|
| 1842 |
-
{
|
| 1843 |
-
"cluster_id": "cluster-43824-3",
|
| 1844 |
-
"canonical_pr_number": 43836,
|
| 1845 |
-
"duplicate_pr_numbers": [
|
| 1846 |
-
43842
|
| 1847 |
-
],
|
| 1848 |
-
"target_issue_number": 43824,
|
| 1849 |
-
"reason": "PRs in cluster-43824-3 are treated as duplicates because they converge on issue #43824 with closing_reference, shared_issue_target evidence."
|
| 1850 |
-
},
|
| 1851 |
{
|
| 1852 |
"cluster_id": "cluster-43979-11",
|
| 1853 |
"canonical_pr_number": 44007,
|
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@@ -1883,15 +1938,6 @@
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| 1883 |
"target_issue_number": 45081,
|
| 1884 |
"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."
|
| 1885 |
},
|
| 1886 |
-
{
|
| 1887 |
-
"cluster_id": "cluster-45520-3",
|
| 1888 |
-
"canonical_pr_number": 45524,
|
| 1889 |
-
"duplicate_pr_numbers": [
|
| 1890 |
-
45650
|
| 1891 |
-
],
|
| 1892 |
-
"target_issue_number": 45520,
|
| 1893 |
-
"reason": "PRs in cluster-45520-3 are treated as duplicates because they converge on issue #45520 with closing_reference evidence."
|
| 1894 |
-
},
|
| 1895 |
{
|
| 1896 |
"cluster_id": "cluster-45561-3",
|
| 1897 |
"canonical_pr_number": 45639,
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| 1 |
{
|
| 2 |
"schema_version": "1.0",
|
| 3 |
"repo": "huggingface/transformers",
|
| 4 |
+
"snapshot_id": "20260427T120026Z",
|
| 5 |
+
"generated_at": "2026-04-27T12:09:02Z",
|
| 6 |
"evidence_quality": "full",
|
| 7 |
"llm_enrichment": true,
|
| 8 |
"meta_bugs": [
|
|
|
|
| 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": [
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| 1064 |
44339
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| 1065 |
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| 1066 |
"evidence_types": [
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| 1067 |
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"closing_reference"
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| 1068 |
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| 1069 |
"pr_comparisons": [
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| 1070 |
{
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| 1149 |
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|
| 1150 |
},
|
| 1151 |
{
|
| 1152 |
+
"cluster_id": "cluster-43656-4",
|
| 1153 |
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"summary": "Cluster of 1 issues and 3 PRs centered on issue #43824.",
|
| 1154 |
"status": "open",
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| 1155 |
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"confidence": 0.8,
|
| 1156 |
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"canonical_issue_number": 43824,
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| 1157 |
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| 1158 |
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"soft_similarity"
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| 1170 |
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"code_similarity": 0.36,
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"size_similarity": 0.176,
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"area_overlap": 0.051,
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"patch_similarity": 0.048,
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| 1180 |
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|
| 1242 |
+
"left_pr_number": 43656,
|
| 1243 |
+
"right_pr_number": 43842,
|
| 1244 |
+
"code_similarity": 0.405,
|
| 1245 |
+
"size_similarity": 0.5,
|
| 1246 |
+
"file_overlap": 1.0,
|
| 1247 |
+
"area_overlap": 0.0,
|
| 1248 |
+
"patch_similarity": 0.036,
|
| 1249 |
+
"shared_filenames": [
|
| 1250 |
+
"src/transformers/cli/serve.py"
|
| 1251 |
+
],
|
| 1252 |
+
"shared_file_areas": [
|
| 1253 |
+
{
|
| 1254 |
+
"filename": "src/transformers/cli/serve.py",
|
| 1255 |
+
"left_ranges": [
|
| 1256 |
+
[
|
| 1257 |
+
11,
|
| 1258 |
+
18
|
| 1259 |
+
],
|
| 1260 |
[
|
| 1261 |
30,
|
| 1262 |
+
36
|
| 1263 |
+
],
|
| 1264 |
+
[
|
| 1265 |
+
315,
|
| 1266 |
+
323
|
| 1267 |
+
],
|
| 1268 |
+
[
|
| 1269 |
+
665,
|
| 1270 |
+
671
|
| 1271 |
+
],
|
| 1272 |
+
[
|
| 1273 |
+
931,
|
| 1274 |
+
937
|
| 1275 |
+
],
|
| 1276 |
+
[
|
| 1277 |
+
1843,
|
| 1278 |
+
1849
|
| 1279 |
+
],
|
| 1280 |
+
[
|
| 1281 |
+
1868,
|
| 1282 |
+
1874
|
| 1283 |
+
]
|
| 1284 |
+
],
|
| 1285 |
+
"right_ranges": [
|
| 1286 |
+
[
|
| 1287 |
+
54,
|
| 1288 |
+
61
|
| 1289 |
+
],
|
| 1290 |
+
[
|
| 1291 |
+
587,
|
| 1292 |
+
593
|
| 1293 |
]
|
| 1294 |
]
|
| 1295 |
}
|
| 1296 |
]
|
| 1297 |
+
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1298 |
{
|
| 1299 |
"left_pr_number": 43836,
|
| 1300 |
"right_pr_number": 43842,
|
|
|
|
| 1347 |
]
|
| 1348 |
},
|
| 1349 |
{
|
| 1350 |
+
"cluster_id": "cluster-43240-3",
|
| 1351 |
+
"summary": "Cluster of 1 issues and 2 PRs centered on issue #43240.",
|
| 1352 |
"status": "open",
|
| 1353 |
+
"confidence": 0.75,
|
| 1354 |
+
"canonical_issue_number": 43240,
|
| 1355 |
+
"canonical_pr_number": 43251,
|
| 1356 |
"issue_numbers": [
|
| 1357 |
+
43240
|
| 1358 |
],
|
| 1359 |
"pr_numbers": [
|
| 1360 |
+
43251,
|
| 1361 |
+
43254
|
| 1362 |
],
|
| 1363 |
"evidence_types": [
|
| 1364 |
"closing_reference",
|
| 1365 |
+
"shared_issue_target"
|
|
|
|
| 1366 |
],
|
| 1367 |
"pr_comparisons": [
|
| 1368 |
{
|
| 1369 |
+
"left_pr_number": 43251,
|
| 1370 |
+
"right_pr_number": 43254,
|
| 1371 |
+
"code_similarity": 0.794,
|
| 1372 |
+
"size_similarity": 0.64,
|
| 1373 |
+
"file_overlap": 1.0,
|
| 1374 |
+
"area_overlap": 0.667,
|
| 1375 |
+
"patch_similarity": 0.882,
|
| 1376 |
"shared_filenames": [
|
| 1377 |
+
"src/transformers/loss/loss_utils.py"
|
| 1378 |
],
|
| 1379 |
"shared_file_areas": [
|
| 1380 |
{
|
| 1381 |
+
"filename": "src/transformers/loss/loss_utils.py",
|
| 1382 |
"left_ranges": [
|
| 1383 |
[
|
| 1384 |
+
30,
|
| 1385 |
+
50
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1386 |
]
|
| 1387 |
],
|
| 1388 |
"right_ranges": [
|
| 1389 |
[
|
| 1390 |
+
30,
|
| 1391 |
+
43
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1392 |
]
|
| 1393 |
]
|
| 1394 |
}
|
|
|
|
| 1397 |
]
|
| 1398 |
},
|
| 1399 |
{
|
| 1400 |
+
"cluster_id": "cluster-45081-3",
|
| 1401 |
+
"summary": "Cluster of 1 issues and 2 PRs centered on issue #45081.",
|
| 1402 |
"status": "open",
|
| 1403 |
+
"confidence": 0.8,
|
| 1404 |
+
"canonical_issue_number": 45081,
|
| 1405 |
+
"canonical_pr_number": 45317,
|
| 1406 |
"issue_numbers": [
|
| 1407 |
+
45081
|
| 1408 |
],
|
| 1409 |
"pr_numbers": [
|
| 1410 |
+
45086,
|
| 1411 |
+
45317
|
| 1412 |
],
|
| 1413 |
"evidence_types": [
|
| 1414 |
+
"closing_reference",
|
| 1415 |
+
"shared_issue_target",
|
| 1416 |
+
"soft_similarity"
|
| 1417 |
],
|
| 1418 |
"pr_comparisons": [
|
| 1419 |
{
|
| 1420 |
+
"left_pr_number": 45086,
|
| 1421 |
+
"right_pr_number": 45317,
|
| 1422 |
+
"code_similarity": 0.589,
|
| 1423 |
+
"size_similarity": 0.34,
|
| 1424 |
+
"file_overlap": 0.5,
|
| 1425 |
+
"area_overlap": 1.0,
|
| 1426 |
+
"patch_similarity": 0.136,
|
| 1427 |
"shared_filenames": [
|
| 1428 |
+
"src/transformers/tokenization_utils_tokenizers.py"
|
| 1429 |
],
|
| 1430 |
"shared_file_areas": [
|
| 1431 |
{
|
| 1432 |
+
"filename": "src/transformers/tokenization_utils_tokenizers.py",
|
| 1433 |
"left_ranges": [
|
| 1434 |
[
|
| 1435 |
+
1360,
|
| 1436 |
+
1370
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1437 |
],
|
| 1438 |
[
|
| 1439 |
+
1374,
|
| 1440 |
+
1380
|
| 1441 |
]
|
| 1442 |
],
|
| 1443 |
"right_ranges": [
|
| 1444 |
[
|
| 1445 |
+
1360,
|
| 1446 |
+
1370
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1447 |
],
|
| 1448 |
[
|
| 1449 |
+
1374,
|
| 1450 |
+
1380
|
| 1451 |
]
|
| 1452 |
]
|
| 1453 |
}
|
|
|
|
| 1873 |
41356
|
| 1874 |
],
|
| 1875 |
"target_issue_number": 41211,
|
| 1876 |
+
"reason": "PRs in cluster-41211-3 are treated as duplicates because they converge on issue #41211 with closing_reference evidence."
|
| 1877 |
},
|
| 1878 |
{
|
| 1879 |
"cluster_id": "cluster-43240-3",
|
|
|
|
| 1884 |
"target_issue_number": 43240,
|
| 1885 |
"reason": "PRs in cluster-43240-3 are treated as duplicates because they converge on issue #43240 with closing_reference, shared_issue_target evidence."
|
| 1886 |
},
|
| 1887 |
+
{
|
| 1888 |
+
"cluster_id": "cluster-43656-4",
|
| 1889 |
+
"canonical_pr_number": 43656,
|
| 1890 |
+
"duplicate_pr_numbers": [
|
| 1891 |
+
43836,
|
| 1892 |
+
43842
|
| 1893 |
+
],
|
| 1894 |
+
"target_issue_number": 43824,
|
| 1895 |
+
"reason": "PRs in cluster-43656-4 are treated as duplicates because they converge on issue #43824 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 1896 |
+
},
|
| 1897 |
{
|
| 1898 |
"cluster_id": "cluster-43698-3",
|
| 1899 |
"canonical_pr_number": 43779,
|
|
|
|
| 1903 |
"target_issue_number": 43698,
|
| 1904 |
"reason": "PRs in cluster-43698-3 are treated as duplicates because they converge on issue #43698 with closing_reference, shared_issue_target evidence."
|
| 1905 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1906 |
{
|
| 1907 |
"cluster_id": "cluster-43979-11",
|
| 1908 |
"canonical_pr_number": 44007,
|
|
|
|
| 1938 |
"target_issue_number": 45081,
|
| 1939 |
"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."
|
| 1940 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1941 |
{
|
| 1942 |
"cluster_id": "cluster-45561-3",
|
| 1943 |
"canonical_pr_number": 45639,
|
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": "2026-04-
|
| 14 |
"repo": "huggingface/transformers",
|
| 15 |
"schema_version": 1,
|
| 16 |
-
"snapshot_id": "
|
| 17 |
"variant": "hybrid"
|
| 18 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"analysis_id": "hybrid-model-20260427t120026z",
|
| 3 |
"archived_artifacts": {
|
| 4 |
+
"hybrid": "snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/analysis-report-hybrid.json",
|
| 5 |
+
"hybrid_reviews": "snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/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": "2026-04-27T12:09:03Z",
|
| 14 |
"repo": "huggingface/transformers",
|
| 15 |
"schema_version": 1,
|
| 16 |
+
"snapshot_id": "20260427T120026Z",
|
| 17 |
"variant": "hybrid"
|
| 18 |
}
|
snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/analysis-report-hybrid.json
ADDED
|
@@ -0,0 +1,1963 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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": "20260427T120026Z",
|
| 5 |
+
"generated_at": "2026-04-27T12:09:02Z",
|
| 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,
|
| 24 |
+
44066,
|
| 25 |
+
44072,
|
| 26 |
+
44085,
|
| 27 |
+
44129,
|
| 28 |
+
44154,
|
| 29 |
+
44722
|
| 30 |
+
],
|
| 31 |
+
"evidence_types": [
|
| 32 |
+
"closing_reference",
|
| 33 |
+
"shared_issue_target",
|
| 34 |
+
"soft_similarity"
|
| 35 |
+
],
|
| 36 |
+
"pr_comparisons": [
|
| 37 |
+
{
|
| 38 |
+
"left_pr_number": 43996,
|
| 39 |
+
"right_pr_number": 44007,
|
| 40 |
+
"code_similarity": 0.179,
|
| 41 |
+
"size_similarity": 0.576,
|
| 42 |
+
"file_overlap": 0.0,
|
| 43 |
+
"area_overlap": 0.0,
|
| 44 |
+
"patch_similarity": 0.429,
|
| 45 |
+
"shared_filenames": [],
|
| 46 |
+
"shared_file_areas": []
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"left_pr_number": 43996,
|
| 50 |
+
"right_pr_number": 44013,
|
| 51 |
+
"code_similarity": 0.122,
|
| 52 |
+
"size_similarity": 0.318,
|
| 53 |
+
"file_overlap": 0.0,
|
| 54 |
+
"area_overlap": 0.0,
|
| 55 |
+
"patch_similarity": 0.392,
|
| 56 |
+
"shared_filenames": [],
|
| 57 |
+
"shared_file_areas": []
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"left_pr_number": 43996,
|
| 61 |
+
"right_pr_number": 44044,
|
| 62 |
+
"code_similarity": 0.245,
|
| 63 |
+
"size_similarity": 0.864,
|
| 64 |
+
"file_overlap": 0.0,
|
| 65 |
+
"area_overlap": 0.0,
|
| 66 |
+
"patch_similarity": 0.479,
|
| 67 |
+
"shared_filenames": [],
|
| 68 |
+
"shared_file_areas": []
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"left_pr_number": 43996,
|
| 72 |
+
"right_pr_number": 44066,
|
| 73 |
+
"code_similarity": 0.225,
|
| 74 |
+
"size_similarity": 0.818,
|
| 75 |
+
"file_overlap": 0.0,
|
| 76 |
+
"area_overlap": 0.0,
|
| 77 |
+
"patch_similarity": 0.408,
|
| 78 |
+
"shared_filenames": [],
|
| 79 |
+
"shared_file_areas": []
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"left_pr_number": 43996,
|
| 83 |
+
"right_pr_number": 44072,
|
| 84 |
+
"code_similarity": 0.14,
|
| 85 |
+
"size_similarity": 0.303,
|
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| 1435 |
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|
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1370
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| 1437 |
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| 1438 |
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[
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| 1439 |
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|
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1380
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| 1441 |
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| 1448 |
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[
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|
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| 1451 |
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| 1455 |
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| 1456 |
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| 1457 |
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|
| 1458 |
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{
|
| 1459 |
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"cluster_id": "cluster-43698-3",
|
| 1460 |
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|
| 1461 |
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|
| 1462 |
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| 1463 |
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|
| 1464 |
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|
| 1465 |
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| 1467 |
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| 1470 |
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| 1472 |
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|
| 1473 |
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| 1474 |
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| 1475 |
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| 1476 |
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|
| 1477 |
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| 1478 |
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| 1479 |
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| 1480 |
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| 1484 |
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|
| 1486 |
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"src/transformers/integrations/integration_utils.py"
|
| 1487 |
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],
|
| 1488 |
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| 1489 |
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{
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| 1490 |
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"filename": "src/transformers/integrations/integration_utils.py",
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| 1491 |
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| 1492 |
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[
|
| 1493 |
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|
| 1494 |
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| 1496 |
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[
|
| 1497 |
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| 1498 |
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| 1499 |
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|
| 1500 |
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|
| 1501 |
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| 1502 |
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[
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| 1503 |
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|
| 1504 |
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| 1505 |
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|
| 1506 |
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[
|
| 1507 |
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|
| 1508 |
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2322
|
| 1509 |
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]
|
| 1510 |
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]
|
| 1511 |
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}
|
| 1512 |
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]
|
| 1513 |
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}
|
| 1514 |
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]
|
| 1515 |
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},
|
| 1516 |
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{
|
| 1517 |
+
"cluster_id": "cluster-45561-3",
|
| 1518 |
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"summary": "Cluster of 1 issues and 2 PRs centered on issue #45561.",
|
| 1519 |
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|
| 1520 |
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|
| 1521 |
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|
| 1522 |
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|
| 1523 |
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|
| 1524 |
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45561
|
| 1525 |
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],
|
| 1526 |
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|
| 1527 |
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45639,
|
| 1528 |
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45645
|
| 1529 |
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],
|
| 1530 |
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|
| 1531 |
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"closing_reference",
|
| 1532 |
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|
| 1533 |
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"soft_similarity"
|
| 1534 |
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],
|
| 1535 |
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|
| 1536 |
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{
|
| 1537 |
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|
| 1538 |
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|
| 1539 |
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|
| 1540 |
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|
| 1541 |
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|
| 1542 |
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|
| 1543 |
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|
| 1544 |
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|
| 1545 |
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"src/transformers/testing_utils.py",
|
| 1546 |
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"tests/utils/test_testing_utils.py"
|
| 1547 |
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],
|
| 1548 |
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"shared_file_areas": [
|
| 1549 |
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{
|
| 1550 |
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"filename": "src/transformers/testing_utils.py",
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| 1551 |
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|
| 1552 |
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[
|
| 1553 |
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|
| 1554 |
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|
| 1556 |
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[
|
| 1557 |
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|
| 1558 |
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| 1559 |
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]
|
| 1560 |
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|
| 1561 |
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|
| 1562 |
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[
|
| 1563 |
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|
| 1564 |
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| 1565 |
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|
| 1566 |
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[
|
| 1567 |
+
3782,
|
| 1568 |
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3788
|
| 1569 |
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]
|
| 1570 |
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]
|
| 1571 |
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},
|
| 1572 |
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{
|
| 1573 |
+
"filename": "tests/utils/test_testing_utils.py",
|
| 1574 |
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|
| 1575 |
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[
|
| 1576 |
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1,
|
| 1577 |
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86
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]
|
| 1579 |
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|
| 1580 |
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|
| 1581 |
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[
|
| 1582 |
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1,
|
| 1583 |
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|
| 1584 |
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]
|
| 1585 |
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]
|
| 1586 |
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}
|
| 1587 |
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]
|
| 1588 |
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}
|
| 1589 |
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]
|
| 1590 |
+
},
|
| 1591 |
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{
|
| 1592 |
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|
| 1593 |
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| 1594 |
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| 1595 |
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| 1596 |
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| 1597 |
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|
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| 1600 |
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44018,
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| 1601 |
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44068
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| 1602 |
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],
|
| 1603 |
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|
| 1604 |
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"soft_similarity"
|
| 1605 |
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],
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| 1606 |
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|
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{
|
| 1608 |
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"left_pr_number": 44018,
|
| 1609 |
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|
| 1610 |
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|
| 1611 |
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"size_similarity": 0.939,
|
| 1612 |
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|
| 1613 |
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|
| 1614 |
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"patch_similarity": 0.866,
|
| 1615 |
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|
| 1616 |
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"src/transformers/models/gpt_neo/modeling_gpt_neo.py",
|
| 1617 |
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"tests/models/gpt_neo/test_modeling_gpt_neo.py"
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| 1618 |
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],
|
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"shared_file_areas": [
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{
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| 1621 |
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"filename": "src/transformers/models/gpt_neo/modeling_gpt_neo.py",
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[
|
| 1624 |
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26,
|
| 1625 |
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46
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],
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| 1627 |
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[
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| 1628 |
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[
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|
| 1633 |
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187
|
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|
| 1635 |
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[
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|
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|
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| 1639 |
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[
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327,
|
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341
|
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],
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| 1643 |
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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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|
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[
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|
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[
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559
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[
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562,
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567
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[
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[
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[
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627,
|
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[
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[
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708,
|
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714
|
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],
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[
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720,
|
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727
|
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],
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| 1707 |
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[
|
| 1708 |
+
740,
|
| 1709 |
+
757
|
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],
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[
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761,
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766
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[
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780,
|
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786
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],
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[
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791,
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798
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[
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+
807,
|
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822
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[
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840,
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],
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"right_ranges": [
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[
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[
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],
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[
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136,
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141
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[
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180,
|
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185
|
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],
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[
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281,
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293
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[
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325,
|
| 1755 |
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339
|
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],
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| 1757 |
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[
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346,
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352
|
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[
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358,
|
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367
|
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],
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| 1765 |
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[
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397,
|
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404
|
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],
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| 1769 |
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[
|
| 1770 |
+
409,
|
| 1771 |
+
417
|
| 1772 |
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],
|
| 1773 |
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[
|
| 1774 |
+
426,
|
| 1775 |
+
434
|
| 1776 |
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],
|
| 1777 |
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[
|
| 1778 |
+
463,
|
| 1779 |
+
483
|
| 1780 |
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],
|
| 1781 |
+
[
|
| 1782 |
+
498,
|
| 1783 |
+
504
|
| 1784 |
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],
|
| 1785 |
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[
|
| 1786 |
+
510,
|
| 1787 |
+
519
|
| 1788 |
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],
|
| 1789 |
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[
|
| 1790 |
+
532,
|
| 1791 |
+
550
|
| 1792 |
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],
|
| 1793 |
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[
|
| 1794 |
+
553,
|
| 1795 |
+
564
|
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],
|
| 1797 |
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[
|
| 1798 |
+
586,
|
| 1799 |
+
592
|
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],
|
| 1801 |
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[
|
| 1802 |
+
598,
|
| 1803 |
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605
|
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],
|
| 1805 |
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[
|
| 1806 |
+
618,
|
| 1807 |
+
634
|
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],
|
| 1809 |
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[
|
| 1810 |
+
676,
|
| 1811 |
+
688
|
| 1812 |
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],
|
| 1813 |
+
[
|
| 1814 |
+
699,
|
| 1815 |
+
705
|
| 1816 |
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],
|
| 1817 |
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[
|
| 1818 |
+
711,
|
| 1819 |
+
718
|
| 1820 |
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],
|
| 1821 |
+
[
|
| 1822 |
+
731,
|
| 1823 |
+
748
|
| 1824 |
+
],
|
| 1825 |
+
[
|
| 1826 |
+
752,
|
| 1827 |
+
762
|
| 1828 |
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],
|
| 1829 |
+
[
|
| 1830 |
+
771,
|
| 1831 |
+
777
|
| 1832 |
+
],
|
| 1833 |
+
[
|
| 1834 |
+
782,
|
| 1835 |
+
789
|
| 1836 |
+
],
|
| 1837 |
+
[
|
| 1838 |
+
798,
|
| 1839 |
+
813
|
| 1840 |
+
],
|
| 1841 |
+
[
|
| 1842 |
+
831,
|
| 1843 |
+
836
|
| 1844 |
+
]
|
| 1845 |
+
]
|
| 1846 |
+
},
|
| 1847 |
+
{
|
| 1848 |
+
"filename": "tests/models/gpt_neo/test_modeling_gpt_neo.py",
|
| 1849 |
+
"left_ranges": [
|
| 1850 |
+
[
|
| 1851 |
+
458,
|
| 1852 |
+
464
|
| 1853 |
+
]
|
| 1854 |
+
],
|
| 1855 |
+
"right_ranges": [
|
| 1856 |
+
[
|
| 1857 |
+
458,
|
| 1858 |
+
464
|
| 1859 |
+
]
|
| 1860 |
+
]
|
| 1861 |
+
}
|
| 1862 |
+
]
|
| 1863 |
+
}
|
| 1864 |
+
]
|
| 1865 |
+
}
|
| 1866 |
+
],
|
| 1867 |
+
"duplicate_issues": [],
|
| 1868 |
+
"duplicate_prs": [
|
| 1869 |
+
{
|
| 1870 |
+
"cluster_id": "cluster-41211-3",
|
| 1871 |
+
"canonical_pr_number": 44339,
|
| 1872 |
+
"duplicate_pr_numbers": [
|
| 1873 |
+
41356
|
| 1874 |
+
],
|
| 1875 |
+
"target_issue_number": 41211,
|
| 1876 |
+
"reason": "PRs in cluster-41211-3 are treated as duplicates because they converge on issue #41211 with closing_reference evidence."
|
| 1877 |
+
},
|
| 1878 |
+
{
|
| 1879 |
+
"cluster_id": "cluster-43240-3",
|
| 1880 |
+
"canonical_pr_number": 43251,
|
| 1881 |
+
"duplicate_pr_numbers": [
|
| 1882 |
+
43254
|
| 1883 |
+
],
|
| 1884 |
+
"target_issue_number": 43240,
|
| 1885 |
+
"reason": "PRs in cluster-43240-3 are treated as duplicates because they converge on issue #43240 with closing_reference, shared_issue_target evidence."
|
| 1886 |
+
},
|
| 1887 |
+
{
|
| 1888 |
+
"cluster_id": "cluster-43656-4",
|
| 1889 |
+
"canonical_pr_number": 43656,
|
| 1890 |
+
"duplicate_pr_numbers": [
|
| 1891 |
+
43836,
|
| 1892 |
+
43842
|
| 1893 |
+
],
|
| 1894 |
+
"target_issue_number": 43824,
|
| 1895 |
+
"reason": "PRs in cluster-43656-4 are treated as duplicates because they converge on issue #43824 with closing_reference, shared_issue_target, soft_similarity evidence."
|
| 1896 |
+
},
|
| 1897 |
+
{
|
| 1898 |
+
"cluster_id": "cluster-43698-3",
|
| 1899 |
+
"canonical_pr_number": 43779,
|
| 1900 |
+
"duplicate_pr_numbers": [
|
| 1901 |
+
43816
|
| 1902 |
+
],
|
| 1903 |
+
"target_issue_number": 43698,
|
| 1904 |
+
"reason": "PRs in cluster-43698-3 are treated as duplicates because they converge on issue #43698 with closing_reference, shared_issue_target evidence."
|
| 1905 |
+
},
|
| 1906 |
+
{
|
| 1907 |
+
"cluster_id": "cluster-43979-11",
|
| 1908 |
+
"canonical_pr_number": 44007,
|
| 1909 |
+
"duplicate_pr_numbers": [
|
| 1910 |
+
43996,
|
| 1911 |
+
44013,
|
| 1912 |
+
44044,
|
| 1913 |
+
44066,
|
| 1914 |
+
44072,
|
| 1915 |
+
44085,
|
| 1916 |
+
44129,
|
| 1917 |
+
44154,
|
| 1918 |
+
44722
|
| 1919 |
+
],
|
| 1920 |
+
"target_issue_number": 43979,
|
| 1921 |
+
"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."
|
| 1922 |
+
},
|
| 1923 |
+
{
|
| 1924 |
+
"cluster_id": "cluster-44018-2",
|
| 1925 |
+
"canonical_pr_number": 44068,
|
| 1926 |
+
"duplicate_pr_numbers": [
|
| 1927 |
+
44018
|
| 1928 |
+
],
|
| 1929 |
+
"target_issue_number": null,
|
| 1930 |
+
"reason": "PRs in cluster-44018-2 are treated as duplicates because they share soft_similarity evidence."
|
| 1931 |
+
},
|
| 1932 |
+
{
|
| 1933 |
+
"cluster_id": "cluster-45081-3",
|
| 1934 |
+
"canonical_pr_number": 45317,
|
| 1935 |
+
"duplicate_pr_numbers": [
|
| 1936 |
+
45086
|
| 1937 |
+
],
|
| 1938 |
+
"target_issue_number": 45081,
|
| 1939 |
+
"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."
|
| 1940 |
+
},
|
| 1941 |
+
{
|
| 1942 |
+
"cluster_id": "cluster-45561-3",
|
| 1943 |
+
"canonical_pr_number": 45639,
|
| 1944 |
+
"duplicate_pr_numbers": [
|
| 1945 |
+
45645
|
| 1946 |
+
],
|
| 1947 |
+
"target_issue_number": 45561,
|
| 1948 |
+
"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."
|
| 1949 |
+
}
|
| 1950 |
+
],
|
| 1951 |
+
"best_issue": {
|
| 1952 |
+
"cluster_id": "cluster-41211-3",
|
| 1953 |
+
"issue_number": 41211,
|
| 1954 |
+
"reason": "Issue #41211 is the strongest global issue candidate because it is open, belongs to a cluster with 3 artifacts, and carries 6 discussion comments plus 6 inbound references.",
|
| 1955 |
+
"score": 148.0
|
| 1956 |
+
},
|
| 1957 |
+
"best_pr": {
|
| 1958 |
+
"cluster_id": "cluster-43979-11",
|
| 1959 |
+
"pr_number": 44007,
|
| 1960 |
+
"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.",
|
| 1961 |
+
"score": 238.886
|
| 1962 |
+
}
|
| 1963 |
+
}
|
snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/analysis-report-hybrid.llm-reviews.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/manifest.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"analysis_id": "hybrid-model-20260427t120026z",
|
| 3 |
+
"artifacts": {
|
| 4 |
+
"hybrid": "snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/analysis-report-hybrid.json",
|
| 5 |
+
"hybrid_reviews": "snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/analysis-report-hybrid.llm-reviews.json"
|
| 6 |
+
},
|
| 7 |
+
"channel": "canonical",
|
| 8 |
+
"model": null,
|
| 9 |
+
"published_at": "2026-04-27T12:09:03Z",
|
| 10 |
+
"repo": "huggingface/transformers",
|
| 11 |
+
"schema_version": 1,
|
| 12 |
+
"snapshot_id": "20260427T120026Z",
|
| 13 |
+
"variant": "hybrid"
|
| 14 |
+
}
|
snapshots/20260427T120026Z/manifest.json
CHANGED
|
@@ -32,6 +32,24 @@
|
|
| 32 |
"timeline_events": 1228
|
| 33 |
},
|
| 34 |
"extracted_at": "2026-04-27T12:00:26Z",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 35 |
"repo": "huggingface/transformers",
|
| 36 |
"snapshot_id": "20260427T120026Z",
|
| 37 |
"watermark": {
|
|
|
|
| 32 |
"timeline_events": 1228
|
| 33 |
},
|
| 34 |
"extracted_at": "2026-04-27T12:00:26Z",
|
| 35 |
+
"published_analysis": {
|
| 36 |
+
"canonical_analysis_id": "hybrid-model-20260427t120026z",
|
| 37 |
+
"runs": {
|
| 38 |
+
"hybrid-model-20260427t120026z": {
|
| 39 |
+
"analysis_id": "hybrid-model-20260427t120026z",
|
| 40 |
+
"artifacts": {
|
| 41 |
+
"hybrid": "snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/analysis-report-hybrid.json",
|
| 42 |
+
"hybrid_reviews": "snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/analysis-report-hybrid.llm-reviews.json"
|
| 43 |
+
},
|
| 44 |
+
"channel": "canonical",
|
| 45 |
+
"manifest_path": "snapshots/20260427T120026Z/analysis-runs/hybrid-model-20260427t120026z/manifest.json",
|
| 46 |
+
"model": null,
|
| 47 |
+
"published_at": "2026-04-27T12:09:03Z",
|
| 48 |
+
"variant": "hybrid"
|
| 49 |
+
}
|
| 50 |
+
},
|
| 51 |
+
"schema_version": 1
|
| 52 |
+
},
|
| 53 |
"repo": "huggingface/transformers",
|
| 54 |
"snapshot_id": "20260427T120026Z",
|
| 55 |
"watermark": {
|