Refresh transformers dataset snapshot 20260620T060014Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260620T000023Z`
+- latest snapshot: `20260620T060014Z`
 - 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: `20260620T000023Z`
-- Generated: `2026-06-20T00:01:06Z`
+- Snapshot: `20260620T060014Z`
+- Generated: `2026-06-20T06:00:39Z`
 - Activity window: `60d`
-- Contributors: `360`
+- Contributors: `359`
 
 ## Summary
 
@@ -129,6 +129,7 @@
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 | `saiganesh47` | [profile](https://github.com/saiganesh47) | no | NONE | 633d | `2026-04-22T15:13:44Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `SindhuRaghuram97` | [profile](https://github.com/SindhuRaghuram97) | no | CONTRIBUTOR | 1319d | `2026-05-05T14:47:02Z` | 2 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `Snakinya` | [profile](https://github.com/Snakinya) | no | NONE | 2115d | `2026-06-08T10:08:10Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -158,7 +159,6 @@
 | `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
 | `bzantium` | [profile](https://github.com/bzantium) | no | CONTRIBUTOR | 3641d | `2025-09-24T07:07:47Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
 | `Wauplin` | [profile](https://github.com/Wauplin) | no | MEMBER | 4075d | `2025-12-02T12:54:40Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
-| `Brianzhengca` | [profile](https://github.com/Brianzhengca) | no | FIRST_TIME_CONTRIBUTOR | 3170d | `2026-04-11T21:41:32Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `hanouticelina` | [profile](https://github.com/hanouticelina) | no | MEMBER | 3037d | `2026-04-10T11:59:37Z` | 2 | 0 | strong | high | low | high recent PR volume; broad repo spread |
 | `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 |
@@ -227,7 +227,6 @@
 | `ash01825` | [profile](https://github.com/ash01825) | no | FIRST_TIME_CONTRIBUTOR | 930d | `2026-06-13T15:51:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Ashutosh-177` | [profile](https://github.com/Ashutosh-177) | no | NONE | 978d | `2026-05-19T06:28:43Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `AzeezIsh` | [profile](https://github.com/AzeezIsh) | no | CONTRIBUTOR | 1650d | `2026-06-04T16:46:37Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
-| `Beichen-Ma` | [profile](https://github.com/Beichen-Ma) | no | FIRST_TIME_CONTRIBUTOR | 1684d | `2026-04-20T23:21:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `belamaran96-coder` | [profile](https://github.com/belamaran96-coder) | no | NONE | 288d | `2026-05-03T16:53:02Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `bin123apple` | [profile](https://github.com/bin123apple) | no | NONE | 1577d | `2026-06-14T02:58:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Bissmella` | [profile](https://github.com/Bissmella) | no | CONTRIBUTOR | 2186d | `2026-05-31T07:55:52Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
@@ -237,7 +236,7 @@
 | `butterwecksolutions` | [profile](https://github.com/butterwecksolutions) | no | NONE | 4479d | `2026-05-03T23:41:12Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `calliec-1223` | [profile](https://github.com/calliec-1223) | no | CONTRIBUTOR | 68d | `2026-06-02T02:20:39Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Caromisc` | [profile](https://github.com/Caromisc) | no | CONTRIBUTOR | 2207d | `2026-05-07T11:04:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Charansripadi` | [profile](https://github.com/Charansripadi) | yes | FIRST_TIMER | 1422d | `2026-06-19T19:17:29Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `Charansripadi` | [profile](https://github.com/Charansripadi) | no | FIRST_TIMER | 1422d | `2026-06-19T19:17:29Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `cheparity` | [profile](https://github.com/cheparity) | no | FIRST_TIME_CONTRIBUTOR | 1517d | `2026-06-03T05:18:26Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Chinmay1220` | [profile](https://github.com/Chinmay1220) | no | FIRST_TIME_CONTRIBUTOR | 999d | `2026-06-11T16:14:03Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `chirag-gupta-07` | [profile](https://github.com/chirag-gupta-07) | no | FIRST_TIMER | 276d | `2026-05-11T05:43:53Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -327,11 +326,11 @@
 | `Ramshankar07` | [profile](https://github.com/Ramshankar07) | no | FIRST_TIME_CONTRIBUTOR | 1761d | `2026-05-19T19:06:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Ratwood98` | [profile](https://github.com/Ratwood98) | no | CONTRIBUTOR | 1899d | `2026-05-07T23:30:45Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `rishiarora123` | [profile](https://github.com/rishiarora123) | no | NONE | 1872d | `2026-05-22T18:19:48Z` | 1 | 0 | weak | moderate | low | high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars |
+| `RithwikSharma` | [profile](https://github.com/RithwikSharma) | yes | FIRST_TIME_CONTRIBUTOR | 2171d | `2026-06-20T02:29:20Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `RobTand` | [profile](https://github.com/RobTand) | no | NONE | 3405d | `2026-05-02T19:12:41Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `rraghavkaushik` | [profile](https://github.com/rraghavkaushik) | no | CONTRIBUTOR | 1057d | `2026-05-06T10:53:47Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `ruixiang63` | [profile](https://github.com/ruixiang63) | no | CONTRIBUTOR | 3277d | `2026-04-27T21:19:22Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `saadkhaleeq610` | [profile](https://github.com/saadkhaleeq610) | no | NONE | 2359d | `2026-05-17T07:52:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Sahith59` | [profile](https://github.com/Sahith59) | no | FIRST_TIME_CONTRIBUTOR | 1626d | `2026-06-19T02:27:30Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | FIRST_TIME_CONTRIBUTOR | 2554d | `2026-05-23T19:26:01Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `Saurav-Gupta-13` | [profile](https://github.com/Saurav-Gupta-13) | no | NONE | 1717d | `2026-06-05T16:58:41Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `savirpatil` | [profile](https://github.com/savirpatil) | no | NONE | 2041d | `2026-06-12T19:13:53Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
@@ -3158,6 +3157,28 @@ Example artifacts:
 - [PR #46124: Fix crash and tokenization mismatch in speculative decoding with different tokenizers](https://github.com/huggingface/transformers/pull/46124) — open
 - [PR #46117: [Generation] Fix continuous batching crash when out of memory during …](https://github.com/huggingface/transformers/pull/46117) — closed
 
+### `Sahith59`
+
+- profile: [github.com/Sahith59](https://github.com/Sahith59)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASahith59)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASahith59)
+- repo first seen: `2026-06-19T02:27:30Z`
+- repo last seen: `2026-06-20T04:06:27Z`
+- 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: **3 comments / 0 reviews / 0 review comments**
+- account age: **1626 days**
+- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46780: [RT-DETRv2] Fix MPS crash in build_2d_sinusoidal_position_embedding (float64 → dtype)](https://github.com/huggingface/transformers/pull/46780) — open
+- [PR #46761: [Whisper] Add Unpack[TransformersKwargs] to forward() and set use_cache=False when labels provided](https://github.com/huggingface/transformers/pull/46761) — open
+
 ### `saiganesh47`
 
 - profile: [github.com/saiganesh47](https://github.com/saiganesh47)
@@ -3840,28 +3861,6 @@ Example artifacts:
 - [PR #43586: Increase default ReadTimeout in tests](https://github.com/huggingface/transformers/pull/43586) — closed, merged
 - [Issue #42556: [v5] Remove `safe_serialization` parameter](https://github.com/huggingface/transformers/issues/42556) — closed
 
-### `Brianzhengca`
-
-- profile: [github.com/Brianzhengca](https://github.com/Brianzhengca)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABrianzhengca)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABrianzhengca)
-- repo first seen: `2026-04-11T21:41:32Z`
-- repo last seen: `2026-04-22T08:16:38Z`
-- 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: **4 comments / 0 reviews / 0 review comments**
-- account age: **3170 days**
-- recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #45541: Fix local_files_only tokenizer fallback when tokenizer files are missing (Issue 45538)](https://github.com/huggingface/transformers/pull/45541) — open
-- [PR #45380: fix Qwen3_5MoeVisionConfig deepstack_visual_indexes silently dropped by @strict (Issue: https://github.com/huggingface/transformers/issues/45375)](https://github.com/huggingface/transformers/pull/45380) — closed
-
 ### `hanouticelina`
 
 - profile: [github.com/hanouticelina](https://github.com/hanouticelina)
@@ -5332,27 +5331,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46423: Add GB10/SM121 Hub-kernel path for Qwen3.6 Gated DeltaNet](https://github.com/huggingface/transformers/pull/46423) — closed, merged
 
-### `Beichen-Ma`
-
-- profile: [github.com/Beichen-Ma](https://github.com/Beichen-Ma)
-- 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: `2026-04-25T07:31:45Z`
-- 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 / 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
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45540: Fix cross-attention cache layer type for T5Gemma2 long inputs](https://github.com/huggingface/transformers/pull/45540) — open
-
 ### `belamaran96-coder`
 
 - profile: [github.com/belamaran96-coder](https://github.com/belamaran96-coder)
@@ -5549,7 +5527,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACharansripadi)
 - repo first seen: `2026-06-19T19:17:29Z`
 - repo last seen: `2026-06-19T19:17:29Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIMER**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -7432,6 +7410,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46164: Add PoC test component](https://github.com/huggingface/transformers/pull/46164) — closed
 
+### `RithwikSharma`
+
+- profile: [github.com/RithwikSharma](https://github.com/RithwikSharma)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARithwikSharma)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARithwikSharma)
+- repo first seen: `2026-06-20T02:29:20Z`
+- repo last seen: `2026-06-20T02:29:20Z`
+- 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: **2171 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
+- 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 #46779: feat(examples): add minimal Tensor Parallelism training example with …](https://github.com/huggingface/transformers/pull/46779) — open
+
 ### `RobTand`
 
 - profile: [github.com/RobTand](https://github.com/RobTand)
@@ -7516,27 +7515,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46010: fix(cache): StaticCache.get_seq_length() now returns int instead of Tensor](https://github.com/huggingface/transformers/pull/46010) — closed
 
-### `Sahith59`
-
-- profile: [github.com/Sahith59](https://github.com/Sahith59)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASahith59)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASahith59)
-- repo first seen: `2026-06-19T02:27:30Z`
-- repo last seen: `2026-06-19T13:47:43Z`
-- 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**
-- account age: **1626 days**
-- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #46761: [Whisper] Add Unpack[TransformersKwargs] to forward() and set use_cache=False when labels provided](https://github.com/huggingface/transformers/pull/46761) — open
-
 ### `Sanjays2402`
 
 - profile: [github.com/Sanjays2402](https://github.com/Sanjays2402)

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:fc4e5342fd3c60ece69ab4753a773b0063e7c18842ffe767e7cb69d91177ab95
-size 64544
+oid sha256:257cf7ee70fe006ec2a63d3f48efd9e95902fa4b4d2655d1d0f6e9ebc1ed14fb
+size 64458

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260620T000023Z",
-  "generated_at": "2026-06-20T00:01:02Z",
+  "snapshot_id": "20260620T060014Z",
+  "generated_at": "2026-06-20T06:00:35Z",
   "cluster_count": 73,
   "pr_scope_clusters": [
     {
@@ -81,8 +81,8 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 43663,
-          "similarity": 0.533,
-          "content_similarity": 0.393,
+          "similarity": 0.534,
+          "content_similarity": 0.394,
           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -98,7 +98,7 @@
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           "right_pr_number": 46775,
           "similarity": 0.523,
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+          "content_similarity": 0.405,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -129,7 +129,7 @@
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           "left_pr_number": 43651,
           "right_pr_number": 46775,
-          "similarity": 0.519,
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           "breadth_similarity": 1.0,
@@ -193,7 +193,7 @@
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           "breadth_similarity": 1.0,
@@ -225,8 +225,8 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 43663,
-          "similarity": 0.456,
-          "content_similarity": 0.343,
+          "similarity": 0.457,
+          "content_similarity": 0.344,
           "size_similarity": 0.44,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -241,7 +241,7 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 44660,
-          "similarity": 0.455,
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           "breadth_similarity": 1.0,
@@ -289,7 +289,7 @@
         {
           "left_pr_number": 43663,
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@@ -338,7 +338,7 @@
           "left_pr_number": 44660,
           "right_pr_number": 45067,
           "similarity": 0.431,
-          "content_similarity": 0.349,
+          "content_similarity": 0.35,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -434,7 +434,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 44660,
           "similarity": 0.416,
-          "content_similarity": 0.263,
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           "size_similarity": 0.545,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -481,7 +481,7 @@
         {
           "left_pr_number": 44660,
           "right_pr_number": 45055,
-          "similarity": 0.403,
+          "similarity": 0.404,
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           "size_similarity": 0.5,
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@@ -546,7 +546,7 @@
           "left_pr_number": 43651,
           "right_pr_number": 44189,
           "similarity": 0.393,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -562,7 +562,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 44189,
           "similarity": 0.388,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -577,7 +577,7 @@
         {
           "left_pr_number": 45055,
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-          "similarity": 0.386,
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@@ -673,8 +673,8 @@
         {
           "left_pr_number": 44189,
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-          "similarity": 0.376,
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           "size_similarity": 0.5,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -786,7 +786,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 45055,
           "similarity": 0.35,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -802,7 +802,7 @@
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           "right_pr_number": 46775,
           "similarity": 0.347,
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -849,7 +849,7 @@
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           "right_pr_number": 45273,
-          "similarity": 0.333,
+          "similarity": 0.334,
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           "size_similarity": 0.333,
           "breadth_similarity": 1.0,
@@ -881,7 +881,7 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 45273,
-          "similarity": 0.313,
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           "content_similarity": 0.195,
           "size_similarity": 0.182,
           "breadth_similarity": 1.0,
@@ -1262,7 +1262,7 @@
           "left_pr_number": 45546,
           "right_pr_number": 45668,
           "similarity": 0.799,
-          "content_similarity": 0.768,
+          "content_similarity": 0.769,
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