Refresh transformers dataset snapshot 20260425T120019Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260425T060019Z`
+- latest snapshot: `20260425T120019Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
 - full file contents for changed files are not included

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new-contributors-report.md

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 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260425T060019Z`
-- Generated: `2026-04-25T06:00:52Z`
+- Snapshot: `20260425T120019Z`
+- Generated: `2026-04-25T12:01:01Z`
 - Activity window: `60d`
 - Contributors: `365`
 
@@ -338,7 +338,6 @@
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+| `stationeros` | [profile](https://github.com/stationeros) | yes | FIRST_TIME_CONTRIBUTOR | 1336d | `2026-04-25T08:47:25Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 79d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
 | `tejasae-afk` | [profile](https://github.com/tejasae-afk) | no | NONE | 408d | `2026-03-13T21:22:07Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `tianhaocui` | [profile](https://github.com/tianhaocui) | no | FIRST_TIME_CONTRIBUTOR | 2442d | `2026-04-19T10:27:36Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
@@ -504,12 +504,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
 - repo first seen: `2023-02-24T14:13:29Z`
-- repo last seen: `2026-04-25T00:05:05Z`
+- repo last seen: `2026-04-25T07:21:28Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **51**
 - snapshot authored PRs/issues: **49 PRs / 2 issues**
-- snapshot discussion activity: **148 comments / 493 reviews / 991 review comments**
+- snapshot discussion activity: **149 comments / 493 reviews / 991 review comments**
 - account age: **2590 days**
 - recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
 - public orgs: none visible
@@ -1530,12 +1530,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKoichiYasuoka)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKoichiYasuoka)
 - repo first seen: `2026-01-21T06:14:39Z`
-- repo last seen: `2026-04-18T08:30:53Z`
+- repo last seen: `2026-04-25T09:16:29Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **4 PRs / 3 issues**
-- snapshot discussion activity: **15 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **17 comments / 1 reviews / 1 review comments**
 - account age: **3839 days**
 - recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
 - public orgs: none visible
@@ -1543,11 +1543,11 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
-- [PR #45311: resize_token_embeddings does not effect to output_embeddings](https://github.com/huggingface/transformers/pull/45311) — open
+- [PR #45311: resize_token_embeddings does not effect to output_embeddings](https://github.com/huggingface/transformers/pull/45311) — closed
 - [PR #45236: resize_token_embeddings does not resize lm_head](https://github.com/huggingface/transformers/pull/45236) — closed
 - [PR #44621: pipelines do not have modelcard](https://github.com/huggingface/transformers/pull/44621) — closed, merged
 - [Issue #45335: [t5gemma] resize_token_embeddings does not effect to decoder.embed_tokens](https://github.com/huggingface/transformers/issues/45335) — closed
-- [Issue #45292: resize_token_embeddings does not effect to output_embeddings](https://github.com/huggingface/transformers/issues/45292) — open
+- [Issue #45292: resize_token_embeddings does not effect to output_embeddings](https://github.com/huggingface/transformers/issues/45292) — closed
 - [Issue #45276: [gemma4] resize_token_embeddings does not effect to embed_tokens_per_layer or output_embeddings](https://github.com/huggingface/transformers/issues/45276) — closed
 
 ### `AmineDiro`
@@ -1556,12 +1556,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAmineDiro)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAmineDiro)
 - repo first seen: `2026-04-14T15:35:56Z`
-- repo last seen: `2026-04-24T20:04:02Z`
+- repo last seen: `2026-04-25T07:20:02Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **7 comments / 7 reviews / 7 review comments**
+- snapshot discussion activity: **8 comments / 7 reviews / 7 review comments**
 - account age: **3865 days**
 - recent public PR activity: **17 PRs** (8 merged / 1 closed-unmerged / 8 open; merged rate **47%**, closed-unmerged rate **6%**, open rate **47%**)
 - public orgs: `huggingface`
@@ -2479,12 +2479,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acurnane-lab)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acurnane-lab)
 - repo first seen: `2026-04-24T15:14:11Z`
-- repo last seen: `2026-04-24T15:24:02Z`
+- repo last seen: `2026-04-25T08:26:57Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **248 days**
 - recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
 - public orgs: none visible
@@ -3520,12 +3520,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Athisisiron)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Athisisiron)
 - repo first seen: `2025-08-20T15:17:54Z`
-- repo last seen: `2026-04-24T06:39:21Z`
+- repo last seen: `2026-04-25T11:33:40Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **4 comments / 22 reviews / 22 review comments**
+- snapshot discussion activity: **4 comments / 27 reviews / 27 review comments**
 - account age: **3447 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: `ai-rush-2019`, `bcaitech1`, `ml-zip`
@@ -3741,12 +3741,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aartem-spector)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aartem-spector)
 - repo first seen: `2026-04-13T13:31:01Z`
-- repo last seen: `2026-04-23T11:19:27Z`
+- repo last seen: `2026-04-25T08:06:01Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **1 PRs / 2 issues**
-- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
 - account age: **4093 days**
 - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: none visible
@@ -5349,12 +5349,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABeichen-Ma)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABeichen-Ma)
 - repo first seen: `2026-04-20T23:21:03Z`
-- repo last seen: `2026-04-21T01:17:27Z`
+- repo last seen: `2026-04-25T07:31:45Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
 - account age: **1684 days**
 - recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -5813,12 +5813,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agarybadwal)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agarybadwal)
 - repo first seen: `2026-04-21T04:38:14Z`
-- repo last seen: `2026-04-21T14:38:26Z`
+- repo last seen: `2026-04-25T06:54:09Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **3 comments / 3 reviews / 3 review comments**
 - account age: **1178 days**
 - recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
 - public orgs: none visible
@@ -7635,27 +7635,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45389: Require input_ids for repetition penalty](https://github.com/huggingface/transformers/pull/45389) — open
 
-### `Ryan-J-MAX`
-
-- profile: [github.com/Ryan-J-MAX](https://github.com/Ryan-J-MAX)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARyan-J-MAX)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARyan-J-MAX)
-- repo first seen: `2026-02-24T10:48:54Z`
-- repo last seen: `2026-02-24T10:48:54Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1876 days**
-- recent public PR activity: **4 PRs** (0 merged / 4 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #44249: fix: add backward compatibility for grouped_entities parameter](https://github.com/huggingface/transformers/pull/44249) — closed
-
 ### `ryota-komatsu`
 
 - profile: [github.com/ryota-komatsu](https://github.com/ryota-komatsu)
@@ -7971,6 +7950,27 @@ Example artifacts:
 Example artifacts:
 - [PR #44533: docs: Remove references to removed 'transformers run' CLI command](https://github.com/huggingface/transformers/pull/44533) — closed
 
+### `stationeros`
+
+- profile: [github.com/stationeros](https://github.com/stationeros)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astationeros)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astationeros)
+- repo first seen: `2026-04-25T08:47:25Z`
+- repo last seen: `2026-04-25T08:47:25Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1336 days**
+- recent public PR activity: **6 PRs** (0 merged / 0 closed-unmerged / 6 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #45645: Fix xdist collisions for captured_info artifacts and preserve CI debug logs](https://github.com/huggingface/transformers/pull/45645) — open
+
 ### `Talhax55z`
 
 - profile: [github.com/Talhax55z](https://github.com/Talhax55z)

new_contributors.parquet

@@ -1,3 +1,3 @@
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-size 65102
+oid sha256:655ed23ffb1a9a2b72e47d83687f87c9ef80c8d629f5356c398926474ec914df
+size 65277

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260425T060019Z",
-  "generated_at": "2026-04-25T06:00:43Z",
-  "cluster_count": 43,
+  "snapshot_id": "20260425T120019Z",
+  "generated_at": "2026-04-25T12:00:51Z",
+  "cluster_count": 44,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-43636-10",
@@ -752,38 +752,39 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-44070-4",
+      "cluster_id": "pr-scope-43757-5",
       "pr_numbers": [
+        43757,
         44070,
         45283,
         45296,
         45546
       ],
-      "representative_pr_number": 45546,
-      "average_similarity": 0.741,
-      "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`, `tests/quantization/ggml/test_ggml.py`; representative PR #45546.",
+      "representative_pr_number": 44070,
+      "average_similarity": 0.562,
+      "summary": "5 open PRs share weighted file overlap around `src/transformers/modeling_gguf_pytorch_utils.py`, `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`; representative PR #44070.",
       "shared_filenames": [
-        "src/transformers/integrations/ggml.py",
         "src/transformers/modeling_gguf_pytorch_utils.py",
+        "src/transformers/integrations/ggml.py",
         "tests/quantization/ggml/test_ggml.py"
       ],
       "shared_directories": [
-        "src/transformers/integrations",
         "src/transformers",
         "src",
+        "src/transformers/integrations",
         "tests/quantization/ggml",
         "tests/quantization",
         "tests"
       ],
       "pairwise": [
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-          "right_pr_number": 45546,
-          "similarity": 0.925,
-          "content_similarity": 0.952,
-          "size_similarity": 0.733,
+          "left_pr_number": 44070,
+          "right_pr_number": 45296,
+          "similarity": 0.88,
+          "content_similarity": 0.897,
+          "size_similarity": 0.702,
           "breadth_similarity": 1.0,
-          "concentration_similarity": 0.986,
+          "concentration_similarity": 0.932,
           "shared_filenames": [
             "src/transformers/integrations/ggml.py",
             "src/transformers/modeling_gguf_pytorch_utils.py",
@@ -799,13 +800,13 @@
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-          "right_pr_number": 45296,
-          "similarity": 0.879,
-          "content_similarity": 0.896,
-          "size_similarity": 0.702,
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+          "right_pr_number": 45546,
+          "similarity": 0.781,
+          "content_similarity": 0.788,
+          "size_similarity": 0.576,
           "breadth_similarity": 1.0,
-          "concentration_similarity": 0.932,
+          "concentration_similarity": 0.859,
           "shared_filenames": [
             "src/transformers/integrations/ggml.py",
             "src/transformers/modeling_gguf_pytorch_utils.py",
@@ -823,11 +824,11 @@
         {
           "left_pr_number": 44070,
           "right_pr_number": 45546,
-          "similarity": 0.861,
-          "content_similarity": 0.909,
-          "size_similarity": 0.515,
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+          "content_similarity": 0.757,
+          "size_similarity": 0.404,
           "breadth_similarity": 1.0,
-          "concentration_similarity": 0.946,
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           "shared_filenames": [
             "src/transformers/integrations/ggml.py",
             "src/transformers/modeling_gguf_pytorch_utils.py",
@@ -843,13 +844,13 @@
           ]
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-          "left_pr_number": 44070,
-          "right_pr_number": 45283,
-          "similarity": 0.637,
-          "content_similarity": 0.678,
-          "size_similarity": 0.393,
+          "left_pr_number": 45283,
+          "right_pr_number": 45546,
+          "similarity": 0.641,
+          "content_similarity": 0.555,
+          "size_similarity": 0.973,
           "breadth_similarity": 0.667,
-          "concentration_similarity": 0.733,
+          "concentration_similarity": 0.806,
           "shared_filenames": [
             "src/transformers/integrations/ggml.py",
             "src/transformers/modeling_gguf_pytorch_utils.py"
@@ -861,13 +862,13 @@
           ]
         },
         {
-          "left_pr_number": 45283,
-          "right_pr_number": 45546,
-          "similarity": 0.595,
-          "content_similarity": 0.543,
-          "size_similarity": 0.764,
+          "left_pr_number": 44070,
+          "right_pr_number": 45283,
+          "similarity": 0.64,
+          "content_similarity": 0.683,
+          "size_similarity": 0.393,
           "breadth_similarity": 0.667,
-          "concentration_similarity": 0.679,
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           "shared_filenames": [
             "src/transformers/integrations/ggml.py",
             "src/transformers/modeling_gguf_pytorch_utils.py"
@@ -881,8 +882,8 @@
         {
           "left_pr_number": 45283,
           "right_pr_number": 45296,
-          "similarity": 0.548,
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           "breadth_similarity": 0.667,
           "concentration_similarity": 0.665,
@@ -895,6 +896,70 @@
             "src/transformers",
             "src"
           ]
+        },
+        {
+          "left_pr_number": 43757,
+          "right_pr_number": 45283,
+          "similarity": 0.394,
+          "content_similarity": 0.337,
+          "size_similarity": 0.14,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 0.748,
+          "shared_filenames": [
+            "src/transformers/modeling_gguf_pytorch_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43757,
+          "right_pr_number": 45546,
+          "similarity": 0.371,
+          "content_similarity": 0.339,
+          "size_similarity": 0.136,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.942,
+          "shared_filenames": [
+            "src/transformers/modeling_gguf_pytorch_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43757,
+          "right_pr_number": 44070,
+          "similarity": 0.332,
+          "content_similarity": 0.297,
+          "size_similarity": 0.055,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.985,
+          "shared_filenames": [
+            "src/transformers/modeling_gguf_pytorch_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 43757,
+          "right_pr_number": 45296,
+          "similarity": 0.288,
+          "content_similarity": 0.234,
+          "size_similarity": 0.079,
+          "breadth_similarity": 0.667,
+          "concentration_similarity": 0.917,
+          "shared_filenames": [
+            "src/transformers/modeling_gguf_pytorch_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers",
+            "src"
+          ]
         }
       ]
     },
@@ -1104,7 +1169,7 @@
         {
           "left_pr_number": 42668,
           "right_pr_number": 44543,
-          "similarity": 0.367,
+          "similarity": 0.366,
           "content_similarity": 0.328,
           "size_similarity": 0.446,
           "breadth_similarity": 0.216,
@@ -1557,7 +1622,7 @@
         45077
       ],
       "representative_pr_number": 45077,
-      "average_similarity": 0.529,
+      "average_similarity": 0.527,
       "summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.",
       "shared_filenames": [
         ".github/workflows/build-ci-docker-images.yml",
@@ -1577,8 +1642,8 @@
         {
           "left_pr_number": 42975,
           "right_pr_number": 45077,
-          "similarity": 0.681,
-          "content_similarity": 0.626,
+          "similarity": 0.679,
+          "content_similarity": 0.623,
           "size_similarity": 0.731,
           "breadth_similarity": 0.833,
           "concentration_similarity": 1.0,
@@ -1602,8 +1667,8 @@
         {
           "left_pr_number": 42976,
           "right_pr_number": 45077,
-          "similarity": 0.492,
-          "content_similarity": 0.522,
+          "similarity": 0.49,
+          "content_similarity": 0.519,
           "size_similarity": 0.074,
           "breadth_similarity": 0.659,
           "concentration_similarity": 1.0,
@@ -1622,8 +1687,8 @@
         {
           "left_pr_number": 42975,
           "right_pr_number": 42976,
-          "similarity": 0.414,
-          "content_similarity": 0.412,
+          "similarity": 0.412,
+          "content_similarity": 0.408,
           "size_similarity": 0.101,
           "breadth_similarity": 0.606,
           "concentration_similarity": 1.0,
@@ -2165,7 +2230,7 @@
         45476
       ],
       "representative_pr_number": 43665,
-      "average_similarity": 0.372,
+      "average_similarity": 0.373,
       "summary": "3 open PRs share weighted file overlap around `tests/models/vit/test_modeling_vit.py`; representative PR #43665.",
       "shared_filenames": [
         "tests/models/vit/test_modeling_vit.py"
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