Refresh transformers dataset snapshot 20260604T000026Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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new-contributors-report.md

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 # New Contributor Report: huggingface/transformers
 
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+- Snapshot: `20260604T000026Z`
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+- Contributors: `349`
 
 ## Summary
 
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 | `gabrielspmoreira` | [profile](https://github.com/gabrielspmoreira) | no | FIRST_TIME_CONTRIBUTOR | 5647d | `2026-05-18T23:25:12Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `GitGlimpse895` | [profile](https://github.com/GitGlimpse895) | no | NONE | 5d | `2026-04-12T10:14:58Z` | 2 | 0 | weak | moderate | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
+| `goingforstudying-ctrl` | [profile](https://github.com/goingforstudying-ctrl) | no | FIRST_TIME_CONTRIBUTOR | 120d | `2026-06-02T23:21:10Z` | 2 | 0 | weak | very high | high | young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `hf-dependantbot-rollout[bot]` | [profile](https://github.com/hf-dependantbot-rollout[bot]) | no | CONTRIBUTOR | ?d | `2026-05-22T09:25:47Z` | 2 | 0 | n/a | n/a | n/a | summary unavailable |
 | `hijingsong` | [profile](https://github.com/hijingsong) | no | FIRST_TIME_CONTRIBUTOR | 24d | `2026-04-11T16:23:48Z` | 2 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `Jaeyo314` | [profile](https://github.com/Jaeyo314) | no | FIRST_TIMER | 289d | `2026-05-26T16:18:11Z` | 2 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -108,6 +109,7 @@
 | `jonghwanhyeon` | [profile](https://github.com/jonghwanhyeon) | no | CONTRIBUTOR | 5135d | `2026-04-21T11:42:03Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Kaz-scr` | [profile](https://github.com/Kaz-scr) | no | FIRST_TIME_CONTRIBUTOR | 1941d | `2026-04-30T15:39:40Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `KetanP1618` | [profile](https://github.com/KetanP1618) | no | FIRST_TIME_CONTRIBUTOR | 1632d | `2026-04-06T17:41:14Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
+| `kpal002` | [profile](https://github.com/kpal002) | no | CONTRIBUTOR | 2595d | `2026-05-30T07:56:05Z` | 2 | 0 | strong | moderate | low | high recent PR volume |
 | `lgeiger` | [profile](https://github.com/lgeiger) | no | CONTRIBUTOR | 3947d | `2026-04-30T12:35:42Z` | 2 | 0 | mixed | moderate | low | — |
 | `louzongzhi` | [profile](https://github.com/louzongzhi) | no | CONTRIBUTOR | 1325d | `2026-04-14T05:14:08Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `lucianommartins` | [profile](https://github.com/lucianommartins) | no | CONTRIBUTOR | 3503d | `2026-04-05T22:07:53Z` | 2 | 0 | weak | low | low | no visible non-self stars; targets high-star repos |
@@ -251,7 +253,6 @@
 | `garybadwal` | [profile](https://github.com/garybadwal) | no | FIRST_TIME_CONTRIBUTOR | 1178d | `2026-04-21T04:38:14Z` | 1 | 0 | weak | low | low | targets high-star repos |
 | `gaurav0107` | [profile](https://github.com/gaurav0107) | no | CONTRIBUTOR | 3970d | `2026-04-23T19:12:43Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `glegendre01` | [profile](https://github.com/glegendre01) | no | MEMBER | 1282d | `2026-04-21T12:37:31Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
-| `goingforstudying-ctrl` | [profile](https://github.com/goingforstudying-ctrl) | no | NONE | 120d | `2026-06-02T23:21:10Z` | 1 | 0 | weak | very high | high | young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `GopalGB` | [profile](https://github.com/GopalGB) | no | NONE | 2136d | `2026-04-30T04:04:10Z` | 1 | 0 | weak | very high | high | high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `GuaiZai233` | [profile](https://github.com/GuaiZai233) | no | CONTRIBUTOR | 821d | `2026-04-28T15:36:03Z` | 1 | 0 | strong | low | low | — |
 | `guinik` | [profile](https://github.com/guinik) | no | FIRST_TIME_CONTRIBUTOR | 1302d | `2026-05-23T07:48:33Z` | 1 | 0 | strong | low | low | — |
@@ -284,7 +285,6 @@
 | `kfojcik-intel` | [profile](https://github.com/kfojcik-intel) | no | FIRST_TIME_CONTRIBUTOR | 1976d | `2026-05-18T08:12:12Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `kiankyars` | [profile](https://github.com/kiankyars) | no | NONE | 2112d | `2026-05-23T05:32:32Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share |
 | `kiwigitops` | [profile](https://github.com/kiwigitops) | no | CONTRIBUTOR | 81d | `2026-05-18T23:18:34Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
-| `kpal002` | [profile](https://github.com/kpal002) | no | CONTRIBUTOR | 2595d | `2026-05-30T07:56:05Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `kuishou68` | [profile](https://github.com/kuishou68) | no | NONE | 2457d | `2026-05-05T02:27:41Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `lalitha2410` | [profile](https://github.com/lalitha2410) | no | FIRST_TIMER | 1043d | `2026-05-17T13:42:37Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `lianakoleva` | [profile](https://github.com/lianakoleva) | no | NONE | 2780d | `2026-05-13T17:04:37Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
@@ -311,6 +311,7 @@
 | `PHclaw` | [profile](https://github.com/PHclaw) | no | NONE | 26d | `2026-04-29T02:08:23Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `pratapyash` | [profile](https://github.com/pratapyash) | no | NONE | 3227d | `2026-04-24T07:14:52Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `pritishyuvraj` | [profile](https://github.com/pritishyuvraj) | no | FIRST_TIME_CONTRIBUTOR | 3913d | `2026-04-30T04:36:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `professoralbay` | [profile](https://github.com/professoralbay) | yes | FIRST_TIMER | 780d | `2026-06-03T20:51:18Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Protocol-zero-0` | [profile](https://github.com/Protocol-zero-0) | no | NONE | 110d | `2026-05-16T15:42:56Z` | 1 | 0 | weak | very high | high | young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `puneetdixit200` | [profile](https://github.com/puneetdixit200) | no | NONE | 223d | `2026-05-16T09:13:29Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
 | `pvelayudhan` | [profile](https://github.com/pvelayudhan) | no | CONTRIBUTOR | 2051d | `2026-05-27T14:26:06Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -2511,6 +2512,28 @@ Example artifacts:
 - [PR #45510: cache_utils: fix QuantizedLayer to correctly propagate reorder_cache, crop, and batch ops to quantized buffers](https://github.com/huggingface/transformers/pull/45510) — closed
 - [PR #45384: generation/stopping_criteria: short-circuit StoppingCriteriaList when all sequences are done](https://github.com/huggingface/transformers/pull/45384) — closed
 
+### `goingforstudying-ctrl`
+
+- profile: [github.com/goingforstudying-ctrl](https://github.com/goingforstudying-ctrl)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agoingforstudying-ctrl)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agoingforstudying-ctrl)
+- repo first seen: `2026-06-02T23:21:10Z`
+- repo last seen: `2026-06-03T23:50:01Z`
+- 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**
+- account age: **120 days**
+- recent public PR activity: **80 PRs** (16 merged / 35 closed-unmerged / 29 open; merged rate **20%**, closed-unmerged rate **44%**, open rate **36%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46392: fix(hub): prevent path traversal in sharded checkpoint loading](https://github.com/huggingface/transformers/pull/46392) — open
+- [PR #46359: fix(tokenization): avoid O(T·N·logN) performance regression in convert_tokens_to_ids](https://github.com/huggingface/transformers/pull/46359) — closed
+
 ### `hf-dependantbot-rollout[bot]`
 
 - profile: [github.com/hf-dependantbot-rollout[bot]](https://github.com/hf-dependantbot-rollout[bot])
@@ -2666,6 +2689,28 @@ Example artifacts:
 - [PR #45267: Add docstring to FFN.forward in DistilBERT](https://github.com/huggingface/transformers/pull/45267) — open
 - [PR #45266: Add docstrings to AlbertMLMHead and AlbertSOPHead forward methods](https://github.com/huggingface/transformers/pull/45266) — closed
 
+### `kpal002`
+
+- profile: [github.com/kpal002](https://github.com/kpal002)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akpal002)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akpal002)
+- repo first seen: `2026-05-30T07:56:05Z`
+- repo last seen: `2026-06-03T21:41:32Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2595 days**
+- recent public PR activity: **44 PRs** (35 merged / 1 closed-unmerged / 8 open; merged rate **80%**, closed-unmerged rate **2%**, open rate **18%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #46391: docs: wrap sam3-litetext inference example in torch.inference_mode()](https://github.com/huggingface/transformers/pull/46391) — open
+- [PR #46296: [Qwen3VL] Fix video token placeholder: use self.video_token instead of hardcoded "<|placeholder|>"](https://github.com/huggingface/transformers/pull/46296) — closed, merged
+
 ### `lgeiger`
 
 - profile: [github.com/lgeiger](https://github.com/lgeiger)
@@ -4100,12 +4145,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adavevanveen)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adavevanveen)
 - repo first seen: `2026-04-17T20:59:54Z`
-- repo last seen: `2026-05-16T20:02:07Z`
+- repo last seen: `2026-06-03T22:20:54Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **2 comments / 8 reviews / 8 review comments**
+- snapshot discussion activity: **3 comments / 8 reviews / 8 review comments**
 - account age: **3357 days**
 - recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: none visible
@@ -5794,27 +5839,6 @@ Example artifacts:
 Example artifacts:
 - [PR #45550: Add runner selection for mi325 GPU type](https://github.com/huggingface/transformers/pull/45550) — open, draft
 
-### `goingforstudying-ctrl`
-
-- profile: [github.com/goingforstudying-ctrl](https://github.com/goingforstudying-ctrl)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agoingforstudying-ctrl)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agoingforstudying-ctrl)
-- repo first seen: `2026-06-02T23:21:10Z`
-- repo last seen: `2026-06-02T23:21:10Z`
-- 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: **120 days**
-- recent public PR activity: **80 PRs** (16 merged / 35 closed-unmerged / 29 open; merged rate **20%**, closed-unmerged rate **44%**, open rate **36%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #46359: fix(tokenization): avoid O(T·N·logN) performance regression in convert_tokens_to_ids](https://github.com/huggingface/transformers/pull/46359) — closed
-
 ### `GopalGB`
 
 - profile: [github.com/GopalGB](https://github.com/GopalGB)
@@ -6487,27 +6511,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46042: docs(readme): use canonical `huggingface.co` domain in prose links](https://github.com/huggingface/transformers/pull/46042) — closed, merged
 
-### `kpal002`
-
-- profile: [github.com/kpal002](https://github.com/kpal002)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akpal002)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akpal002)
-- repo first seen: `2026-05-30T07:56:05Z`
-- repo last seen: `2026-05-30T07:56:05Z`
-- first seen in snapshot: **no**
-- repo association: **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: **2595 days**
-- recent public PR activity: **44 PRs** (35 merged / 1 closed-unmerged / 8 open; merged rate **80%**, closed-unmerged rate **2%**, open rate **18%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume**
-
-Example artifacts:
-- [PR #46296: [Qwen3VL] Fix video token placeholder: use self.video_token instead of hardcoded "<|placeholder|>"](https://github.com/huggingface/transformers/pull/46296) — closed, merged
-
 ### `kuishou68`
 
 - profile: [github.com/kuishou68](https://github.com/kuishou68)
@@ -7054,6 +7057,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45709: Added SWA and Linear Attention to Llama3.2-1b](https://github.com/huggingface/transformers/pull/45709) — open
 
+### `professoralbay`
+
+- profile: [github.com/professoralbay](https://github.com/professoralbay)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aprofessoralbay)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aprofessoralbay)
+- repo first seen: `2026-06-03T20:51:18Z`
+- repo last seen: `2026-06-03T21:30:23Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIMER**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **780 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: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46390: Fix typo in mm_grounding_dino converter](https://github.com/huggingface/transformers/pull/46390) — open
+
 ### `Protocol-zero-0`
 
 - profile: [github.com/Protocol-zero-0](https://github.com/Protocol-zero-0)

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:e5f350c164680a625c722284abdb77456af7e502d8fb206d58719e78a2d8f831
-size 62285
+oid sha256:815d233c27cdba1308575620d153cf09463f3a9b5f657c0405e387b1a0178e3d
+size 62638

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260603T180028Z",
-  "generated_at": "2026-06-03T18:02:10Z",
-  "cluster_count": 65,
+  "snapshot_id": "20260604T000026Z",
+  "generated_at": "2026-06-04T00:01:01Z",
+  "cluster_count": 66,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-43636-10",
@@ -64,7 +64,7 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 43663,
-          "similarity": 0.54,
+          "similarity": 0.541,
           "content_similarity": 0.404,
           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
@@ -240,7 +240,7 @@
         {
           "left_pr_number": 44660,
           "right_pr_number": 45067,
-          "similarity": 0.444,
+          "similarity": 0.445,
           "content_similarity": 0.369,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
@@ -353,7 +353,7 @@
           "left_pr_number": 44660,
           "right_pr_number": 45055,
           "similarity": 0.415,
-          "content_similarity": 0.271,
+          "content_similarity": 0.272,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -369,7 +369,7 @@
           "left_pr_number": 43663,
           "right_pr_number": 45055,
           "similarity": 0.408,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -384,8 +384,8 @@
         {
           "left_pr_number": 44257,
           "right_pr_number": 45067,
-          "similarity": 0.407,
-          "content_similarity": 0.316,
+          "similarity": 0.408,
+          "content_similarity": 0.317,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -415,10 +415,10 @@
         },
         {
           "left_pr_number": 43636,
-          "right_pr_number": 44257,
+          "right_pr_number": 44189,
           "similarity": 0.399,
-          "content_similarity": 0.239,
-          "size_similarity": 0.545,
+          "content_similarity": 0.277,
+          "size_similarity": 0.364,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -431,10 +431,10 @@
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           "left_pr_number": 43636,
-          "right_pr_number": 44189,
-          "similarity": 0.398,
-          "content_similarity": 0.277,
-          "size_similarity": 0.364,
+          "right_pr_number": 44257,
+          "similarity": 0.399,
+          "content_similarity": 0.239,
+          "size_similarity": 0.545,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
           "shared_filenames": [
@@ -513,7 +513,7 @@
           "left_pr_number": 44257,
           "right_pr_number": 45055,
           "similarity": 0.388,
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           "size_similarity": 0.5,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -544,7 +544,7 @@
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           "left_pr_number": 44123,
           "right_pr_number": 44189,
-          "similarity": 0.383,
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           "breadth_similarity": 1.0,
@@ -592,7 +592,7 @@
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           "left_pr_number": 43663,
           "right_pr_number": 45273,
-          "similarity": 0.367,
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           "breadth_similarity": 1.0,
@@ -688,7 +688,7 @@
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           "left_pr_number": 44257,
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           "breadth_similarity": 1.0,
@@ -839,7 +839,7 @@
           "left_pr_number": 42668,
           "right_pr_number": 46161,
           "similarity": 0.572,
-          "content_similarity": 0.665,
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           "breadth_similarity": 0.216,
           "concentration_similarity": 0.937,
@@ -1130,7 +1130,7 @@
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           "right_pr_number": 45883,
           "similarity": 0.556,
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           "breadth_similarity": 0.325,
           "concentration_similarity": 0.908,
@@ -1205,7 +1205,7 @@
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           "breadth_similarity": 0.325,
@@ -1262,7 +1262,7 @@
         {
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           "right_pr_number": 45294,
-          "similarity": 0.311,
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           "breadth_similarity": 0.325,
@@ -1769,8 +1769,8 @@
         {
           "left_pr_number": 45635,
           "right_pr_number": 45996,
-          "similarity": 0.652,
-          "content_similarity": 0.599,
+          "similarity": 0.651,
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