Refresh transformers dataset snapshot 20260426T000021Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260425T180017Z`
+- latest snapshot: `20260426T000021Z`
 - raw data only; no labels or moderation decisions
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new-contributors-report.md

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 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260425T180017Z`
-- Generated: `2026-04-25T18:00:47Z`
+- Snapshot: `20260426T000021Z`
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+- Contributors: `366`
 
 ## Summary
 
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 | `kchpp940` | [profile](https://github.com/kchpp940) | no | NONE | 375d | `2026-04-18T01:12:45Z` | 6 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
+| `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 5 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `Krishnachaitanyakc` | [profile](https://github.com/Krishnachaitanyakc) | no | CONTRIBUTOR | 3498d | `2026-03-25T02:14:38Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5413d | `2026-03-12T13:32:25Z` | 5 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `sxu75374` | [profile](https://github.com/sxu75374) | no | NONE | 2026d | `2026-02-27T04:48:08Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
 | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
-| `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 4 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
 | `Jah-yee` | [profile](https://github.com/Jah-yee) | no | NONE | 736d | `2026-04-16T00:55:40Z` | 4 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
@@ -146,7 +146,6 @@
 | `Olexandr88` | [profile](https://github.com/Olexandr88) | no | CONTRIBUTOR | 1622d | `2025-12-26T13:28:31Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `thisisiron` | [profile](https://github.com/thisisiron) | no | CONTRIBUTOR | 3447d | `2025-08-20T15:17:54Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `CodersAcademy006` | [profile](https://github.com/CodersAcademy006) | no | CONTRIBUTOR | 1448d | `2025-12-26T08:58:03Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
-| `ethanknights` | [profile](https://github.com/ethanknights) | no | CONTRIBUTOR | 3057d | `2025-06-27T22:12:42Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `excepshenal` | [profile](https://github.com/excepshenal) | no | FIRST_TIME_CONTRIBUTOR | 2481d | `2026-02-21T00:06:16Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `leopold-tzafon` | [profile](https://github.com/leopold-tzafon) | no | CONTRIBUTOR | 451d | `2026-02-19T15:45:13Z` | 2 | 0 | strong | low | low | targets high-star repos |
@@ -224,6 +223,7 @@
 | `anshuS1310` | [profile](https://github.com/anshuS1310) | no | CONTRIBUTOR | 149d | `2026-03-21T09:59:07Z` | 1 | 0 | mixed | low | low | young account; no visible non-self stars |
 | `ansley` | [profile](https://github.com/ansley) | no | NONE | 2296d | `2026-04-09T14:31:40Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `anuq` | [profile](https://github.com/anuq) | no | NONE | 3280d | `2026-03-14T19:21:21Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
+| `aryanp2107` | [profile](https://github.com/aryanp2107) | yes | FIRST_TIME_CONTRIBUTOR | 1390d | `2026-04-25T21:44:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `avarga1` | [profile](https://github.com/avarga1) | no | NONE | 2176d | `2026-04-07T02:22:26Z` | 1 | 0 | mixed | moderate | low | high recent PR volume |
 | `avasis-ai` | [profile](https://github.com/avasis-ai) | no | CONTRIBUTOR | 30d | `2026-04-18T21:48:22Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share |
 | `aws-zhanxun` | [profile](https://github.com/aws-zhanxun) | no | CONTRIBUTOR | 1730d | `2026-03-30T07:06:19Z` | 1 | 0 | strong | low | low | targets high-star repos |
@@ -362,6 +362,7 @@
 | `vimal-crypto` | [profile](https://github.com/vimal-crypto) | no | FIRST_TIME_CONTRIBUTOR | 981d | `2026-03-11T12:37:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `vishalpatil-45` | [profile](https://github.com/vishalpatil-45) | no | NONE | 430d | `2026-02-25T08:27:32Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `vivekvar-dl` | [profile](https://github.com/vivekvar-dl) | no | NONE | 2072d | `2026-03-21T03:12:37Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
+| `voodoovampire` | [profile](https://github.com/voodoovampire) | yes | FIRST_TIME_CONTRIBUTOR | 512d | `2026-04-25T19:30:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `vxa8502` | [profile](https://github.com/vxa8502) | no | NONE | 431d | `2026-03-13T22:49:59Z` | 1 | 0 | weak | low | low | targets high-star repos |
 | `w601sxs` | [profile](https://github.com/w601sxs) | no | FIRST_TIME_CONTRIBUTOR | 4837d | `2026-04-01T15:02:15Z` | 1 | 0 | mixed | low | low | — |
 | `XingyuHu109` | [profile](https://github.com/XingyuHu109) | no | NONE | 1517d | `2026-03-05T21:14:38Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -1380,6 +1381,29 @@ Example artifacts:
 - [PR #45503: .4021378118068288:aafb9167aaa6b321205f754209b0cbcb_69e2f25642c82e665fe0407f.69e2f43542c82e665fe04083.69e2f435d18af355a624eac1:Trae CN.T(2026/4/18 11:02:13)](https://github.com/huggingface/transformers/pull/45503) — closed
 - [PR #45502: .4021378118068288:4da7ed27ccaa5f974fe4a552e2b67bb6_69e2eea842c82e665fe04002.69e2eec142c82e665fe04006.69e2eec18b8bd167e2faa241:Trae CN.T(2026/4/18 10:38:57)](https://github.com/huggingface/transformers/pull/45502) — closed
 
+### `AmineDiro`
+
+- profile: [github.com/AmineDiro](https://github.com/AmineDiro)
+- 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: `2026-04-25T21:12:04Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- 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`
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #45649: Fix OOM regression for FSDP2 + cpu_ram_efficient_loading on large models](https://github.com/huggingface/transformers/pull/45649) — open
+- [PR #45578: Remove attribute_map from GptOssConfig](https://github.com/huggingface/transformers/pull/45578) — open
+- [PR #45548: Fix EP + DeepSpeed ZeRO-3 loading via accelerate launch](https://github.com/huggingface/transformers/pull/45548) — open
+
 ### `Krishnachaitanyakc`
 
 - profile: [github.com/Krishnachaitanyakc](https://github.com/Krishnachaitanyakc)
@@ -1524,29 +1548,6 @@ Example artifacts:
 - [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`
-
-- profile: [github.com/AmineDiro](https://github.com/AmineDiro)
-- 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: `2026-04-25T07:20:02Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **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`
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45578: Remove attribute_map from GptOssConfig](https://github.com/huggingface/transformers/pull/45578) — open
-- [PR #45548: Fix EP + DeepSpeed ZeRO-3 loading via accelerate launch](https://github.com/huggingface/transformers/pull/45548) — open
-- [PR #45473: Fix EP: RouterParallel shape, tp_plan property, grouped_mm sentinels](https://github.com/huggingface/transformers/pull/45473) — closed, merged
-
 ### `Charly21r`
 
 - profile: [github.com/Charly21r](https://github.com/Charly21r)
@@ -3537,28 +3538,6 @@ Example artifacts:
 - [PR #45575: fix(generation): remove stale warning for num_return_sequences in paged generate](https://github.com/huggingface/transformers/pull/45575) — closed
 - [PR #43047: fix: prevent accelerate from splitting vision encoder by setting _no_…](https://github.com/huggingface/transformers/pull/43047) — closed, merged
 
-### `ethanknights`
-
-- profile: [github.com/ethanknights](https://github.com/ethanknights)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aethanknights)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aethanknights)
-- repo first seen: `2025-06-27T22:12:42Z`
-- repo last seen: `2026-02-25T10:09:38Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **3057 days**
-- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #44268: chore: fixes in `Trainer` class docs (`compute_loss` & `hyperparameter_search`)](https://github.com/huggingface/transformers/pull/44268) — closed, merged
-- [PR #39094: docs: PyTorch examples (image-classification & image-pretraining) clarity](https://github.com/huggingface/transformers/pull/39094) — closed
-
 ### `excepshenal`
 
 - profile: [github.com/excepshenal](https://github.com/excepshenal)
@@ -5238,6 +5217,27 @@ Example artifacts:
 Example artifacts:
 - [PR #44711: fix: mark new lm_head params as `_is_hf_initialized` after `resize_token_embeddings`](https://github.com/huggingface/transformers/pull/44711) — closed
 
+### `aryanp2107`
+
+- profile: [github.com/aryanp2107](https://github.com/aryanp2107)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aaryanp2107)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aaryanp2107)
+- repo first seen: `2026-04-25T21:44:39Z`
+- repo last seen: `2026-04-25T22:08:51Z`
+- 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: **1 comments / 0 reviews / 0 review comments**
+- account age: **1390 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; targets high-star repos**
+
+Example artifacts:
+- [PR #45650: Fix KeyError for flash_attn in import_utils.py on Python 3.13Fix ](https://github.com/huggingface/transformers/pull/45650) — open
+
 ### `avarga1`
 
 - profile: [github.com/avarga1](https://github.com/avarga1)
@@ -8139,6 +8139,27 @@ Example artifacts:
 Example artifacts:
 - [PR #44904: fix(granite_speech): convert int to float for multiplier fields in text_config](https://github.com/huggingface/transformers/pull/44904) — closed
 
+### `voodoovampire`
+
+- profile: [github.com/voodoovampire](https://github.com/voodoovampire)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avoodoovampire)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avoodoovampire)
+- repo first seen: `2026-04-25T19:30:01Z`
+- repo last seen: `2026-04-25T20:04:16Z`
+- 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: **1 comments / 0 reviews / 0 review comments**
+- account age: **512 days**
+- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 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 #45648: Fix SDPA inference tolerances for MPS backend](https://github.com/huggingface/transformers/pull/45648) — open
+
 ### `vxa8502`
 
 - profile: [github.com/vxa8502](https://github.com/vxa8502)

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:88d39a1a0b68bfbbc30694002da644492326e52affe44c9a6e02dec13f18ae16
-size 65091
+oid sha256:11205559ba80c912d2abefea34c7fd62a2688b73c554df24c72df67b3cd2d31e
+size 65351

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260425T180017Z",
-  "generated_at": "2026-04-25T18:00:39Z",
+  "snapshot_id": "20260426T000021Z",
+  "generated_at": "2026-04-26T00:00:45Z",
   "cluster_count": 44,
   "pr_scope_clusters": [
     {
@@ -33,7 +33,7 @@
           "left_pr_number": 44189,
           "right_pr_number": 45067,
           "similarity": 0.777,
-          "content_similarity": 0.861,
+          "content_similarity": 0.862,
           "size_similarity": 0.16,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -49,7 +49,7 @@
           "left_pr_number": 43663,
           "right_pr_number": 45067,
           "similarity": 0.63,
-          "content_similarity": 0.471,
+          "content_similarity": 0.472,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -64,7 +64,7 @@
         {
           "left_pr_number": 43651,
           "right_pr_number": 43663,
-          "similarity": 0.555,
+          "similarity": 0.556,
           "content_similarity": 0.425,
           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
@@ -81,7 +81,7 @@
           "left_pr_number": 43651,
           "right_pr_number": 45067,
           "similarity": 0.527,
-          "content_similarity": 0.384,
+          "content_similarity": 0.385,
           "size_similarity": 0.72,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -177,7 +177,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 43663,
           "similarity": 0.469,
-          "content_similarity": 0.361,
+          "content_similarity": 0.362,
           "size_similarity": 0.44,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -192,7 +192,7 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 44189,
-          "similarity": 0.455,
+          "similarity": 0.456,
           "content_similarity": 0.402,
           "size_similarity": 0.16,
           "breadth_similarity": 1.0,
@@ -305,7 +305,7 @@
           "left_pr_number": 43651,
           "right_pr_number": 44660,
           "similarity": 0.438,
-          "content_similarity": 0.339,
+          "content_similarity": 0.34,
           "size_similarity": 0.333,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -320,7 +320,7 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 44257,
-          "similarity": 0.436,
+          "similarity": 0.437,
           "content_similarity": 0.358,
           "size_similarity": 0.24,
           "breadth_similarity": 1.0,
@@ -353,7 +353,7 @@
           "left_pr_number": 44660,
           "right_pr_number": 45055,
           "similarity": 0.42,
-          "content_similarity": 0.278,
+          "content_similarity": 0.279,
           "size_similarity": 0.5,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -416,7 +416,7 @@
         {
           "left_pr_number": 43636,
           "right_pr_number": 44257,
-          "similarity": 0.405,
+          "similarity": 0.406,
           "content_similarity": 0.248,
           "size_similarity": 0.545,
           "breadth_similarity": 1.0,
@@ -513,7 +513,7 @@
           "left_pr_number": 44257,
           "right_pr_number": 45055,
           "similarity": 0.393,
-          "content_similarity": 0.239,
+          "content_similarity": 0.24,
           "size_similarity": 0.5,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -529,7 +529,7 @@
           "left_pr_number": 45055,
           "right_pr_number": 45067,
           "similarity": 0.389,
-          "content_similarity": 0.315,
+          "content_similarity": 0.316,
           "size_similarity": 0.12,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -593,7 +593,7 @@
           "left_pr_number": 43651,
           "right_pr_number": 45055,
           "similarity": 0.374,
-          "content_similarity": 0.284,
+          "content_similarity": 0.285,
           "size_similarity": 0.167,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -720,8 +720,8 @@
         {
           "left_pr_number": 44123,
           "right_pr_number": 45273,
-          "similarity": 0.331,
-          "content_similarity": 0.251,
+          "similarity": 0.332,
+          "content_similarity": 0.252,
           "size_similarity": 0.036,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -900,7 +900,7 @@
         {
           "left_pr_number": 43757,
           "right_pr_number": 45283,
-          "similarity": 0.394,
+          "similarity": 0.395,
           "content_similarity": 0.337,
           "size_similarity": 0.14,
           "breadth_similarity": 1.0,
@@ -1087,6 +1087,130 @@
         }
       ]
     },
+    {
+      "cluster_id": "pr-scope-44385-4",
+      "pr_numbers": [
+        44385,
+        44615,
+        45524,
+        45650
+      ],
+      "representative_pr_number": 45650,
+      "average_similarity": 0.511,
+      "summary": "4 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #45650.",
+      "shared_filenames": [
+        "src/transformers/utils/import_utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers/utils",
+        "src/transformers",
+        "src"
+      ],
+      "pairwise": [
+        {
+          "left_pr_number": 45524,
+          "right_pr_number": 45650,
+          "similarity": 0.97,
+          "content_similarity": 0.999,
+          "size_similarity": 0.8,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/utils/import_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/utils",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
+          "left_pr_number": 44615,
+          "right_pr_number": 45650,
+          "similarity": 0.452,
+          "content_similarity": 0.37,
+          "size_similarity": 0.286,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/utils/import_utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/utils",
+            "src/transformers",
+            "src"
+          ]
+        },
+        {
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