Publish analysis hybrid-model-20260714t060029z for snapshot 20260714T060029Z

analysis/current/manifest.json

@@ -1,8 +1,8 @@
 {
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+  "analysis_id": "hybrid-model-20260714t060029z",
   "archived_artifacts": {
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-    "hybrid_reviews": "snapshots/20260714T000025Z/analysis-runs/hybrid-model-20260714t000025z/analysis-report-hybrid.llm-reviews.json"
+    "hybrid": "snapshots/20260714T060029Z/analysis-runs/hybrid-model-20260714t060029z/analysis-report-hybrid.json",
+    "hybrid_reviews": "snapshots/20260714T060029Z/analysis-runs/hybrid-model-20260714t060029z/analysis-report-hybrid.llm-reviews.json"
   },
   "artifacts": {
     "hybrid": "analysis/current/analysis-report-hybrid.json",
@@ -10,9 +10,9 @@
   },
   "channel": "canonical",
   "model": null,
-  "published_at": "2026-07-14T00:12:00Z",
+  "published_at": "2026-07-14T06:12:55Z",
   "repo": "huggingface/transformers",
   "schema_version": 1,
-  "snapshot_id": "20260714T000025Z",
+  "snapshot_id": "20260714T060029Z",
   "variant": "hybrid"
 }

snapshots/20260714T060029Z/analysis-runs/hybrid-model-20260714t060029z/analysis-report-hybrid.json

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+        45317
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+        "shared_issue_target",
+        "soft_similarity"
+      ],
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+          "patch_similarity": 0.136,
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+    },
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+        43779,
+        43816
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+        "closing_reference",
+        "shared_issue_target"
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+          "patch_similarity": 0.02,
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+            "src/transformers/integrations/integration_utils.py"
+          ],
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+            {
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+                  2303,
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+                  2291
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+                [
+                  2309,
+                  2322
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+              ]
+            }
+          ]
+        }
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+    },
+    {
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+      "canonical_issue_number": null,
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+        47122,
+        47150,
+        47224
+      ],
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+        "soft_similarity"
+      ],
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+          "size_similarity": 0.423,
+          "file_overlap": 0.0,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.0,
+          "shared_filenames": [],
+          "shared_file_areas": []
+        },
+        {
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+          "file_overlap": 0.4,
+          "area_overlap": 0.818,
+          "patch_similarity": 0.051,
+          "shared_filenames": [
+            "src/transformers/models/edgetam/modeling_edgetam.py",
+            "src/transformers/models/edgetam/modular_edgetam.py"
+          ],
+          "shared_file_areas": [
+            {
+              "filename": "src/transformers/models/edgetam/modeling_edgetam.py",
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+                  464,
+                  474
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+              ]
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+            {
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+        {
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+          "shared_filenames": [
+            "src/transformers/models/whisper/generation_whisper.py"
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+                [
+                  1937,
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+            }
+          ]
+        }
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+        44002,
+        44004
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+          "shared_file_areas": []
+        },
+        {
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+          "file_overlap": 0.0,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.262,
+          "shared_filenames": [],
+          "shared_file_areas": []
+        },
+        {
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+          "file_overlap": 0.0,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.304,
+          "shared_filenames": [],
+          "shared_file_areas": []
+        }
+      ]
+    },
+    {
+      "cluster_id": "cluster-47123-2",
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+        47123,
+        47280
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+        "soft_similarity"
+      ],
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+          "right_pr_number": 47280,
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+          "patch_similarity": 0.093,
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+            "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py"
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+              "filename": "tests/models/minimax_m3_vl/test_modeling_minimax_m3_vl.py",
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+                  21
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+                  481,
+                  499
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+                  520,
+                  530
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+              ]
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+          ]
+        }
+      ]
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+    {
+      "cluster_id": "cluster-47210-2",
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+        47210,
+        47301
+      ],
+      "evidence_types": [
+        "soft_similarity"
+      ],
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+          "file_overlap": 0.0,
+          "area_overlap": 0.0,
+          "patch_similarity": 0.061,
+          "shared_filenames": [],
+          "shared_file_areas": []
+        }
+      ]
+    },
+    {
+      "cluster_id": "cluster-44018-2",
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+        44018,
+        44068
+      ],
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+        "soft_similarity"
+      ],
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+        {
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+          "size_similarity": 0.939,
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+          "area_overlap": 0.425,
+          "patch_similarity": 0.866,
+          "shared_filenames": [
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+              "filename": "src/transformers/models/gpt_neo/modeling_gpt_neo.py",
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+                  831,
+                  836
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+              ]
+            },
+            {
+              "filename": "tests/models/gpt_neo/test_modeling_gpt_neo.py",
+              "left_ranges": [
+                [
+                  458,
+                  464
+                ]
+              ],
+              "right_ranges": [
+                [
+                  458,
+                  464
+                ]
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ],
+  "duplicate_issues": [
+    {
+      "cluster_id": "cluster-45488-4",
+      "canonical_issue_number": 45488,
+      "duplicate_issue_numbers": [
+        46489
+      ],
+      "reason": "Issues in cluster-45488-4 are treated as duplicates because they share closing_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-46894-7",
+      "canonical_issue_number": 46894,
+      "duplicate_issue_numbers": [
+        46897,
+        46901
+      ],
+      "reason": "Issues in cluster-46894-7 are treated as duplicates because they share closing_reference, shared_issue_target, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-47138-4",
+      "canonical_issue_number": 47138,
+      "duplicate_issue_numbers": [
+        47139
+      ],
+      "reason": "Issues in cluster-47138-4 are treated as duplicates because they share closing_reference, soft_similarity evidence."
+    }
+  ],
+  "duplicate_prs": [
+    {
+      "cluster_id": "cluster-41211-3",
+      "canonical_pr_number": 44339,
+      "duplicate_pr_numbers": [
+        41356
+      ],
+      "target_issue_number": 41211,
+      "reason": "PRs in cluster-41211-3 are treated as duplicates because they converge on issue #41211 with closing_reference evidence."
+    },
+    {
+      "cluster_id": "cluster-43240-3",
+      "canonical_pr_number": 43251,
+      "duplicate_pr_numbers": [
+        43254
+      ],
+      "target_issue_number": 43240,
+      "reason": "PRs in cluster-43240-3 are treated as duplicates because they converge on issue #43240 with closing_reference, shared_issue_target evidence."
+    },
+    {
+      "cluster_id": "cluster-43451-2",
+      "canonical_pr_number": 43451,
+      "duplicate_pr_numbers": [
+        47298
+      ],
+      "target_issue_number": null,
+      "reason": "PRs in cluster-43451-2 are treated as duplicates because they share soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-43698-3",
+      "canonical_pr_number": 43779,
+      "duplicate_pr_numbers": [
+        43816
+      ],
+      "target_issue_number": 43698,
+      "reason": "PRs in cluster-43698-3 are treated as duplicates because they converge on issue #43698 with closing_reference, shared_issue_target evidence."
+    },
+    {
+      "cluster_id": "cluster-43979-11",
+      "canonical_pr_number": 44007,
+      "duplicate_pr_numbers": [
+        43996,
+        44013,
+        44044,
+        44066,
+        44072,
+        44085,
+        44129,
+        44154,
+        44722
+      ],
+      "target_issue_number": 43979,
+      "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."
+    },
+    {
+      "cluster_id": "cluster-44001-3",
+      "canonical_pr_number": 44002,
+      "duplicate_pr_numbers": [
+        44001,
+        44004
+      ],
+      "target_issue_number": null,
+      "reason": "PRs in cluster-44001-3 are treated as duplicates because they share soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-44018-2",
+      "canonical_pr_number": 44068,
+      "duplicate_pr_numbers": [
+        44018
+      ],
+      "target_issue_number": null,
+      "reason": "PRs in cluster-44018-2 are treated as duplicates because they share soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-45081-3",
+      "canonical_pr_number": 45317,
+      "duplicate_pr_numbers": [
+        45086
+      ],
+      "target_issue_number": 45081,
+      "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."
+    },
+    {
+      "cluster_id": "cluster-45488-4",
+      "canonical_pr_number": 47017,
+      "duplicate_pr_numbers": [
+        46580
+      ],
+      "target_issue_number": 45488,
+      "reason": "PRs in cluster-45488-4 are treated as duplicates because they converge on issue #45488 with closing_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-45561-3",
+      "canonical_pr_number": 45645,
+      "duplicate_pr_numbers": [
+        45639
+      ],
+      "target_issue_number": 45561,
+      "reason": "PRs in cluster-45561-3 are treated as duplicates because they converge on issue #45561 with closing_reference evidence."
+    },
+    {
+      "cluster_id": "cluster-45647-3",
+      "canonical_pr_number": 45738,
+      "duplicate_pr_numbers": [
+        45737
+      ],
+      "target_issue_number": 45647,
+      "reason": "PRs in cluster-45647-3 are treated as duplicates because they converge on issue #45647 with closing_reference, shared_issue_target evidence."
+    },
+    {
+      "cluster_id": "cluster-46159-3",
+      "canonical_pr_number": 46174,
+      "duplicate_pr_numbers": [
+        46780
+      ],
+      "target_issue_number": 46159,
+      "reason": "PRs in cluster-46159-3 are treated as duplicates because they converge on issue #46159 with closing_reference evidence."
+    },
+    {
+      "cluster_id": "cluster-46305-3",
+      "canonical_pr_number": 47162,
+      "duplicate_pr_numbers": [
+        46310
+      ],
+      "target_issue_number": 46305,
+      "reason": "PRs in cluster-46305-3 are treated as duplicates because they converge on issue #46305 with closing_reference, shared_issue_target, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-46509-5",
+      "canonical_pr_number": 46509,
+      "duplicate_pr_numbers": [
+        47163,
+        47166,
+        47184,
+        47292
+      ],
+      "target_issue_number": null,
+      "reason": "PRs in cluster-46509-5 are treated as duplicates because they share soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-46658-2",
+      "canonical_pr_number": 46836,
+      "duplicate_pr_numbers": [
+        46658
+      ],
+      "target_issue_number": null,
+      "reason": "PRs in cluster-46658-2 are treated as duplicates because they share soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-46693-3",
+      "canonical_pr_number": 47215,
+      "duplicate_pr_numbers": [
+        46696
+      ],
+      "target_issue_number": 46693,
+      "reason": "PRs in cluster-46693-3 are treated as duplicates because they converge on issue #46693 with closing_reference, shared_issue_target, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-46869-3",
+      "canonical_pr_number": 46886,
+      "duplicate_pr_numbers": [
+        46922
+      ],
+      "target_issue_number": 46869,
+      "reason": "PRs in cluster-46869-3 are treated as duplicates because they converge on issue #46869 with closing_reference, shared_issue_target evidence."
+    },
+    {
+      "cluster_id": "cluster-46894-7",
+      "canonical_pr_number": 46903,
+      "duplicate_pr_numbers": [
+        46895,
+        46958,
+        47090
+      ],
+      "target_issue_number": 46894,
+      "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."
+    },
+    {
+      "cluster_id": "cluster-47122-3",
+      "canonical_pr_number": 47122,
+      "duplicate_pr_numbers": [
+        47150,
+        47224
+      ],
+      "target_issue_number": null,
+      "reason": "PRs in cluster-47122-3 are treated as duplicates because they share soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-47123-2",
+      "canonical_pr_number": 47123,
+      "duplicate_pr_numbers": [
+        47280
+      ],
+      "target_issue_number": null,
+      "reason": "PRs in cluster-47123-2 are treated as duplicates because they share soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-47138-4",
+      "canonical_pr_number": 47140,
+      "duplicate_pr_numbers": [
+        47303
+      ],
+      "target_issue_number": 47138,
+      "reason": "PRs in cluster-47138-4 are treated as duplicates because they converge on issue #47138 with closing_reference, soft_similarity evidence."
+    },
+    {
+      "cluster_id": "cluster-47158-3",
+      "canonical_pr_number": 47158,
+      "duplicate_pr_numbers": [
+        47308
+      ],
+      "target_issue_number": 47276,
+      "reason": "PRs in cluster-47158-3 are treated as duplicates because they converge on issue #47276 with closing_reference, shared_issue_target evidence."
+    },
+    {
+      "cluster_id": "cluster-47210-2",
+      "canonical_pr_number": 47210,
+      "duplicate_pr_numbers": [
+        47301
+      ],
+      "target_issue_number": null,
+      "reason": "PRs in cluster-47210-2 are treated as duplicates because they share soft_similarity evidence."
+    }
+  ],
+  "best_issue": {
+    "cluster_id": "cluster-46894-7",
+    "issue_number": 46894,
+    "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 10 inbound references.",
+    "score": 182.0
+  },
+  "best_pr": {
+    "cluster_id": "cluster-43979-11",
+    "pr_number": 44007,
+    "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.",
+    "score": 238.886
+  }
+}

snapshots/20260714T060029Z/analysis-runs/hybrid-model-20260714t060029z/manifest.json

@@ -0,0 +1,14 @@
+{
+  "analysis_id": "hybrid-model-20260714t060029z",
+  "artifacts": {
+    "hybrid": "snapshots/20260714T060029Z/analysis-runs/hybrid-model-20260714t060029z/analysis-report-hybrid.json",
+    "hybrid_reviews": "snapshots/20260714T060029Z/analysis-runs/hybrid-model-20260714t060029z/analysis-report-hybrid.llm-reviews.json"
+  },
+  "channel": "canonical",
+  "model": null,
+  "published_at": "2026-07-14T06:12:55Z",
+  "repo": "huggingface/transformers",
+  "schema_version": 1,
+  "snapshot_id": "20260714T060029Z",
+  "variant": "hybrid"
+}

snapshots/20260714T060029Z/manifest.json

@@ -32,6 +32,24 @@
     "timeline_events": 449
   },
   "extracted_at": "2026-07-14T06:00:29Z",
+  "published_analysis": {
+    "canonical_analysis_id": "hybrid-model-20260714t060029z",
+    "runs": {
+      "hybrid-model-20260714t060029z": {
+        "analysis_id": "hybrid-model-20260714t060029z",
+        "artifacts": {
+          "hybrid": "snapshots/20260714T060029Z/analysis-runs/hybrid-model-20260714t060029z/analysis-report-hybrid.json",
+          "hybrid_reviews": "snapshots/20260714T060029Z/analysis-runs/hybrid-model-20260714t060029z/analysis-report-hybrid.llm-reviews.json"
+        },
+        "channel": "canonical",
+        "manifest_path": "snapshots/20260714T060029Z/analysis-runs/hybrid-model-20260714t060029z/manifest.json",
+        "model": null,
+        "published_at": "2026-07-14T06:12:55Z",
+        "variant": "hybrid"
+      }
+    },
+    "schema_version": 1
+  },
   "repo": "huggingface/transformers",
   "snapshot_id": "20260714T060029Z",
   "watermark": {