evalstate HF Staff commited on
Commit
406b8a0
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1 Parent(s): 998c351

Refresh transformers dataset snapshot 20260517T000046Z

Browse files
README.md CHANGED
@@ -75,7 +75,7 @@ Use:
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  - eval set creation
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  Notes:
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- - latest snapshot: `20260516T180036Z`
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  - raw data only; no labels or moderation decisions
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  - PR metadata, file-level patch hunks, and full unified diffs are included
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  - eval set creation
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  Notes:
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  # New Contributor Report: huggingface/transformers
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- - Snapshot: `20260516T180036Z`
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- - Generated: `2026-05-16T18:01:22Z`
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  - Activity window: `60d`
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  - Contributors: `353`
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@@ -115,7 +115,7 @@
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  | `matdou` | [profile](https://github.com/matdou) | no | FIRST_TIME_CONTRIBUTOR | 1502d | `2026-03-26T23:00:35Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
116
  | `maxsloef-goodfire` | [profile](https://github.com/maxsloef-goodfire) | no | CONTRIBUTOR | 315d | `2026-03-21T20:25:51Z` | 2 | 0 | mixed | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
117
  | `moonbogi` | [profile](https://github.com/moonbogi) | no | CONTRIBUTOR | 3943d | `2026-04-27T22:45:13Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
118
- | `nileshpatil6` | [profile](https://github.com/nileshpatil6) | yes | FIRST_TIME_CONTRIBUTOR | 1148d | `2026-05-16T14:53:41Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
119
  | `onwp` | [profile](https://github.com/onwp) | no | CONTRIBUTOR | 2575d | `2026-04-01T05:05:40Z` | 2 | 0 | mixed | high | low | broad repo spread; high open PR share; targets high-star repos |
120
  | `orbisai0security` | [profile](https://github.com/orbisai0security) | no | NONE | 160d | `2026-03-30T15:02:06Z` | 2 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
121
  | `osman-akkawi` | [profile](https://github.com/osman-akkawi) | no | NONE | 825d | `2026-03-27T17:04:14Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -215,7 +215,7 @@
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  | `andrewor14` | [profile](https://github.com/andrewor14) | no | CONTRIBUTOR | 4996d | `2026-04-08T15:42:16Z` | 1 | 0 | strong | moderate | low | — |
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  | `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 |
217
  | `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 |
218
- | `Apeksha23-hub` | [profile](https://github.com/Apeksha23-hub) | yes | FIRST_TIME_CONTRIBUTOR | 79d | `2026-05-16T13:17:12Z` | 1 | 0 | mixed | low | low | very new account; no visible non-self stars; targets high-star repos |
219
  | `ArjunSrivastava1` | [profile](https://github.com/ArjunSrivastava1) | no | CONTRIBUTOR | 430d | `2026-05-07T18:36:08Z` | 1 | 0 | weak | moderate | low | high open PR share |
220
  | `ArkaD171717` | [profile](https://github.com/ArkaD171717) | no | FIRST_TIME_CONTRIBUTOR | 1206d | `2026-05-02T09:31:22Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
221
  | `aryanp2107` | [profile](https://github.com/aryanp2107) | no | NONE | 1390d | `2026-04-25T21:44:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -310,14 +310,14 @@
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  | `pdufour` | [profile](https://github.com/pdufour) | no | FIRST_TIME_CONTRIBUTOR | 5247d | `2026-04-04T00:15:04Z` | 1 | 0 | weak | moderate | low | high open PR share |
311
  | `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 |
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  | `pnehete23` | [profile](https://github.com/pnehete23) | no | NONE | 867d | `2026-03-26T08:52:10Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
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- | `poojansatani` | [profile](https://github.com/poojansatani) | yes | FIRST_TIMER | 1048d | `2026-05-16T15:35:41Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
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  | `popotest` | [profile](https://github.com/popotest) | no | NONE | 78d | `2026-03-26T15:33:19Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
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  | `prakhar-agarwal` | [profile](https://github.com/prakhar-agarwal) | no | FIRST_TIME_CONTRIBUTOR | 4776d | `2026-03-22T05:20:22Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
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  | `pramilajangid` | [profile](https://github.com/pramilajangid) | no | NONE | 3043d | `2026-03-24T09:57:20Z` | 1 | 0 | mixed | moderate | low | — |
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  | `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 |
318
  | `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 |
319
- | `Protocol-zero-0` | [profile](https://github.com/Protocol-zero-0) | yes | 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 |
320
- | `puneetdixit200` | [profile](https://github.com/puneetdixit200) | yes | FIRST_TIME_CONTRIBUTOR | 223d | `2026-05-16T09:13:29Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
321
  | `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
322
  | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 1 | 0 | mixed | low | low | — |
323
  | `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 |
@@ -407,7 +407,7 @@ Example artifacts:
407
  - heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos**
408
 
409
  Example artifacts:
410
- - [PR #45983: bugfix(ci): avoid E2BIG in pr_slow_ci_suggestion ](https://github.com/huggingface/transformers/pull/45983) — open
411
  - [PR #45933: pass the otel secrets](https://github.com/huggingface/transformers/pull/45933) — closed, merged
412
  - [PR #45932: DO NOT MERGE testing grafana](https://github.com/huggingface/transformers/pull/45932) — open
413
  - [Issue #45458: Add typing support incrementally (meta issue)](https://github.com/huggingface/transformers/issues/45458) — closed
@@ -2834,7 +2834,7 @@ Example artifacts:
2834
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anileshpatil6)
2835
  - repo first seen: `2026-05-16T14:53:41Z`
2836
  - repo last seen: `2026-05-16T14:54:31Z`
2837
- - first seen in snapshot: **yes**
2838
  - repo association: **FIRST_TIME_CONTRIBUTOR**
2839
  - repo primary artifacts: **2**
2840
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
@@ -4022,12 +4022,12 @@ Example artifacts:
4022
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adavevanveen)
4023
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adavevanveen)
4024
  - repo first seen: `2026-04-17T20:59:54Z`
4025
- - repo last seen: `2026-05-01T23:05:43Z`
4026
  - first seen in snapshot: **no**
4027
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4028
  - repo primary artifacts: **2**
4029
  - snapshot authored PRs/issues: **1 PRs / 1 issues**
4030
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
4031
  - account age: **3357 days**
4032
  - recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
4033
  - public orgs: none visible
@@ -5035,7 +5035,7 @@ Example artifacts:
5035
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AApeksha23-hub)
5036
  - repo first seen: `2026-05-16T13:17:12Z`
5037
  - repo last seen: `2026-05-16T13:17:12Z`
5038
- - first seen in snapshot: **yes**
5039
  - repo association: **FIRST_TIME_CONTRIBUTOR**
5040
  - repo primary artifacts: **1**
5041
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -7031,7 +7031,7 @@ Example artifacts:
7031
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apoojansatani)
7032
  - repo first seen: `2026-05-16T15:35:41Z`
7033
  - repo last seen: `2026-05-16T15:41:15Z`
7034
- - first seen in snapshot: **yes**
7035
  - repo association: **FIRST_TIMER**
7036
  - repo primary artifacts: **1**
7037
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -7157,7 +7157,7 @@ Example artifacts:
7157
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AProtocol-zero-0)
7158
  - repo first seen: `2026-05-16T15:42:56Z`
7159
  - repo last seen: `2026-05-16T16:02:53Z`
7160
- - first seen in snapshot: **yes**
7161
  - repo association: **NONE**
7162
  - repo primary artifacts: **1**
7163
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -7178,7 +7178,7 @@ Example artifacts:
7178
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apuneetdixit200)
7179
  - repo first seen: `2026-05-16T09:13:29Z`
7180
  - repo last seen: `2026-05-16T12:05:08Z`
7181
- - first seen in snapshot: **yes**
7182
  - repo association: **FIRST_TIME_CONTRIBUTOR**
7183
  - repo primary artifacts: **1**
7184
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260517T000046Z`
4
+ - Generated: `2026-05-17T00:01:06Z`
5
  - Activity window: `60d`
6
  - Contributors: `353`
7
 
 
115
  | `matdou` | [profile](https://github.com/matdou) | no | FIRST_TIME_CONTRIBUTOR | 1502d | `2026-03-26T23:00:35Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
116
  | `maxsloef-goodfire` | [profile](https://github.com/maxsloef-goodfire) | no | CONTRIBUTOR | 315d | `2026-03-21T20:25:51Z` | 2 | 0 | mixed | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
117
  | `moonbogi` | [profile](https://github.com/moonbogi) | no | CONTRIBUTOR | 3943d | `2026-04-27T22:45:13Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
118
+ | `nileshpatil6` | [profile](https://github.com/nileshpatil6) | no | FIRST_TIME_CONTRIBUTOR | 1148d | `2026-05-16T14:53:41Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
119
  | `onwp` | [profile](https://github.com/onwp) | no | CONTRIBUTOR | 2575d | `2026-04-01T05:05:40Z` | 2 | 0 | mixed | high | low | broad repo spread; high open PR share; targets high-star repos |
120
  | `orbisai0security` | [profile](https://github.com/orbisai0security) | no | NONE | 160d | `2026-03-30T15:02:06Z` | 2 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
121
  | `osman-akkawi` | [profile](https://github.com/osman-akkawi) | no | NONE | 825d | `2026-03-27T17:04:14Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 
215
  | `andrewor14` | [profile](https://github.com/andrewor14) | no | CONTRIBUTOR | 4996d | `2026-04-08T15:42:16Z` | 1 | 0 | strong | moderate | low | — |
216
  | `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 |
217
  | `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 |
218
+ | `Apeksha23-hub` | [profile](https://github.com/Apeksha23-hub) | no | FIRST_TIME_CONTRIBUTOR | 79d | `2026-05-16T13:17:12Z` | 1 | 0 | mixed | low | low | very new account; no visible non-self stars; targets high-star repos |
219
  | `ArjunSrivastava1` | [profile](https://github.com/ArjunSrivastava1) | no | CONTRIBUTOR | 430d | `2026-05-07T18:36:08Z` | 1 | 0 | weak | moderate | low | high open PR share |
220
  | `ArkaD171717` | [profile](https://github.com/ArkaD171717) | no | FIRST_TIME_CONTRIBUTOR | 1206d | `2026-05-02T09:31:22Z` | 1 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
221
  | `aryanp2107` | [profile](https://github.com/aryanp2107) | no | NONE | 1390d | `2026-04-25T21:44:39Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
310
  | `pdufour` | [profile](https://github.com/pdufour) | no | FIRST_TIME_CONTRIBUTOR | 5247d | `2026-04-04T00:15:04Z` | 1 | 0 | weak | moderate | low | high open PR share |
311
  | `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 |
312
  | `pnehete23` | [profile](https://github.com/pnehete23) | no | NONE | 867d | `2026-03-26T08:52:10Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
313
+ | `poojansatani` | [profile](https://github.com/poojansatani) | no | FIRST_TIMER | 1048d | `2026-05-16T15:35:41Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
314
  | `popotest` | [profile](https://github.com/popotest) | no | NONE | 78d | `2026-03-26T15:33:19Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
315
  | `prakhar-agarwal` | [profile](https://github.com/prakhar-agarwal) | no | FIRST_TIME_CONTRIBUTOR | 4776d | `2026-03-22T05:20:22Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
316
  | `pramilajangid` | [profile](https://github.com/pramilajangid) | no | NONE | 3043d | `2026-03-24T09:57:20Z` | 1 | 0 | mixed | moderate | low | — |
317
  | `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 |
318
  | `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 |
319
+ | `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 |
320
+ | `puneetdixit200` | [profile](https://github.com/puneetdixit200) | no | FIRST_TIME_CONTRIBUTOR | 223d | `2026-05-16T09:13:29Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
321
  | `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
322
  | `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 1 | 0 | mixed | low | low | — |
323
  | `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 |
 
407
  - heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos**
408
 
409
  Example artifacts:
410
+ - [PR #45983: bugfix(ci): avoid E2BIG in pr_slow_ci_suggestion ](https://github.com/huggingface/transformers/pull/45983) — closed, merged
411
  - [PR #45933: pass the otel secrets](https://github.com/huggingface/transformers/pull/45933) — closed, merged
412
  - [PR #45932: DO NOT MERGE testing grafana](https://github.com/huggingface/transformers/pull/45932) — open
413
  - [Issue #45458: Add typing support incrementally (meta issue)](https://github.com/huggingface/transformers/issues/45458) — closed
 
2834
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Anileshpatil6)
2835
  - repo first seen: `2026-05-16T14:53:41Z`
2836
  - repo last seen: `2026-05-16T14:54:31Z`
2837
+ - first seen in snapshot: **no**
2838
  - repo association: **FIRST_TIME_CONTRIBUTOR**
2839
  - repo primary artifacts: **2**
2840
  - snapshot authored PRs/issues: **2 PRs / 0 issues**
 
4022
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adavevanveen)
4023
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adavevanveen)
4024
  - repo first seen: `2026-04-17T20:59:54Z`
4025
+ - repo last seen: `2026-05-16T20:02:07Z`
4026
  - first seen in snapshot: **no**
4027
  - repo association: **FIRST_TIME_CONTRIBUTOR**
4028
  - repo primary artifacts: **2**
4029
  - snapshot authored PRs/issues: **1 PRs / 1 issues**
4030
+ - snapshot discussion activity: **2 comments / 8 reviews / 8 review comments**
4031
  - account age: **3357 days**
4032
  - recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
4033
  - public orgs: none visible
 
5035
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AApeksha23-hub)
5036
  - repo first seen: `2026-05-16T13:17:12Z`
5037
  - repo last seen: `2026-05-16T13:17:12Z`
5038
+ - first seen in snapshot: **no**
5039
  - repo association: **FIRST_TIME_CONTRIBUTOR**
5040
  - repo primary artifacts: **1**
5041
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
7031
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apoojansatani)
7032
  - repo first seen: `2026-05-16T15:35:41Z`
7033
  - repo last seen: `2026-05-16T15:41:15Z`
7034
+ - first seen in snapshot: **no**
7035
  - repo association: **FIRST_TIMER**
7036
  - repo primary artifacts: **1**
7037
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
7157
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AProtocol-zero-0)
7158
  - repo first seen: `2026-05-16T15:42:56Z`
7159
  - repo last seen: `2026-05-16T16:02:53Z`
7160
+ - first seen in snapshot: **no**
7161
  - repo association: **NONE**
7162
  - repo primary artifacts: **1**
7163
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
 
7178
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apuneetdixit200)
7179
  - repo first seen: `2026-05-16T09:13:29Z`
7180
  - repo last seen: `2026-05-16T12:05:08Z`
7181
+ - first seen in snapshot: **no**
7182
  - repo association: **FIRST_TIME_CONTRIBUTOR**
7183
  - repo primary artifacts: **1**
7184
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
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@@ -1379,7 +1379,7 @@
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  "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.",
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  "shared_filenames": [
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@@ -1398,8 +1398,8 @@
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@@ -1420,8 +1420,8 @@
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  {
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  "breadth_similarity": 1.0,
1427
  "concentration_similarity": 0.903,
@@ -1442,8 +1442,8 @@
1442
  {
1443
  "left_pr_number": 45296,
1444
  "right_pr_number": 45546,
1445
- "similarity": 0.781,
1446
- "content_similarity": 0.787,
1447
  "size_similarity": 0.576,
1448
  "breadth_similarity": 1.0,
1449
  "concentration_similarity": 0.859,
@@ -1464,8 +1464,8 @@
1464
  {
1465
  "left_pr_number": 44070,
1466
  "right_pr_number": 45546,
1467
- "similarity": 0.734,
1468
- "content_similarity": 0.753,
1469
  "size_similarity": 0.404,
1470
  "breadth_similarity": 1.0,
1471
  "concentration_similarity": 0.927,
@@ -1486,8 +1486,8 @@
1486
  {
1487
  "left_pr_number": 45296,
1488
  "right_pr_number": 45668,
1489
- "similarity": 0.658,
1490
- "content_similarity": 0.633,
1491
  "size_similarity": 0.445,
1492
  "breadth_similarity": 1.0,
1493
  "concentration_similarity": 0.956,
@@ -1508,8 +1508,8 @@
1508
  {
1509
  "left_pr_number": 44070,
1510
  "right_pr_number": 45668,
1511
- "similarity": 0.637,
1512
- "content_similarity": 0.63,
1513
  "size_similarity": 0.312,
1514
  "breadth_similarity": 1.0,
1515
  "concentration_similarity": 0.976,
@@ -1662,7 +1662,7 @@
1662
  45985
1663
  ],
1664
  "representative_pr_number": 45985,
1665
- "average_similarity": 0.507,
1666
  "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
1667
  "shared_filenames": [
1668
  "src/transformers/generation/utils.py"
@@ -1676,8 +1676,8 @@
1676
  {
1677
  "left_pr_number": 34667,
1678
  "right_pr_number": 45985,
1679
- "similarity": 0.602,
1680
- "content_similarity": 0.488,
1681
  "size_similarity": 0.733,
1682
  "breadth_similarity": 1.0,
1683
  "concentration_similarity": 1.0,
@@ -1693,8 +1693,8 @@
1693
  {
1694
  "left_pr_number": 39683,
1695
  "right_pr_number": 45985,
1696
- "similarity": 0.598,
1697
- "content_similarity": 0.501,
1698
  "size_similarity": 0.652,
1699
  "breadth_similarity": 1.0,
1700
  "concentration_similarity": 1.0,
@@ -1710,8 +1710,8 @@
1710
  {
1711
  "left_pr_number": 34667,
1712
  "right_pr_number": 39683,
1713
- "similarity": 0.525,
1714
- "content_similarity": 0.433,
1715
  "size_similarity": 0.478,
1716
  "breadth_similarity": 1.0,
1717
  "concentration_similarity": 1.0,
@@ -1727,8 +1727,8 @@
1727
  {
1728
  "left_pr_number": 44872,
1729
  "right_pr_number": 45985,
1730
- "similarity": 0.462,
1731
- "content_similarity": 0.403,
1732
  "size_similarity": 0.2,
1733
  "breadth_similarity": 1.0,
1734
  "concentration_similarity": 1.0,
@@ -1744,8 +1744,8 @@
1744
  {
1745
  "left_pr_number": 34667,
1746
  "right_pr_number": 44872,
1747
- "similarity": 0.435,
1748
- "content_similarity": 0.348,
1749
  "size_similarity": 0.273,
1750
  "breadth_similarity": 1.0,
1751
  "concentration_similarity": 1.0,
@@ -1761,8 +1761,8 @@
1761
  {
1762
  "left_pr_number": 39683,
1763
  "right_pr_number": 44872,
1764
- "similarity": 0.42,
1765
- "content_similarity": 0.357,
1766
  "size_similarity": 0.13,
1767
  "breadth_similarity": 1.0,
1768
  "concentration_similarity": 1.0,
@@ -1786,7 +1786,7 @@
1786
  46007
1787
  ],
1788
  "representative_pr_number": 44550,
1789
- "average_similarity": 0.358,
1790
  "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
1791
  "shared_filenames": [],
1792
  "shared_directories": [
@@ -1990,8 +1990,8 @@
1990
  {
1991
  "left_pr_number": 45997,
1992
  "right_pr_number": 46005,
1993
- "similarity": 0.781,
1994
- "content_similarity": 0.806,
1995
  "size_similarity": 0.444,
1996
  "breadth_similarity": 1.0,
1997
  "concentration_similarity": 1.0,
@@ -2006,8 +2006,8 @@
2006
  {
2007
  "left_pr_number": 44893,
2008
  "right_pr_number": 46005,
2009
- "similarity": 0.736,
2010
- "content_similarity": 0.79,
2011
  "size_similarity": 0.222,
2012
  "breadth_similarity": 1.0,
2013
  "concentration_similarity": 1.0,
@@ -2022,8 +2022,8 @@
2022
  {
2023
  "left_pr_number": 44893,
2024
  "right_pr_number": 45997,
2025
- "similarity": 0.569,
2026
- "content_similarity": 0.492,
2027
  "size_similarity": 0.5,
2028
  "breadth_similarity": 1.0,
2029
  "concentration_similarity": 1.0,
@@ -2272,7 +2272,7 @@
2272
  45077
2273
  ],
2274
  "representative_pr_number": 45077,
2275
- "average_similarity": 0.522,
2276
  "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.",
2277
  "shared_filenames": [
2278
  ".github/workflows/build-ci-docker-images.yml",
@@ -2292,8 +2292,8 @@
2292
  {
2293
  "left_pr_number": 42975,
2294
  "right_pr_number": 45077,
2295
- "similarity": 0.676,
2296
- "content_similarity": 0.618,
2297
  "size_similarity": 0.731,
2298
  "breadth_similarity": 0.833,
2299
  "concentration_similarity": 1.0,
@@ -2317,8 +2317,8 @@
2317
  {
2318
  "left_pr_number": 42976,
2319
  "right_pr_number": 45077,
2320
- "similarity": 0.485,
2321
- "content_similarity": 0.511,
2322
  "size_similarity": 0.074,
2323
  "breadth_similarity": 0.659,
2324
  "concentration_similarity": 1.0,
@@ -2337,8 +2337,8 @@
2337
  {
2338
  "left_pr_number": 42975,
2339
  "right_pr_number": 42976,
2340
- "similarity": 0.406,
2341
- "content_similarity": 0.4,
2342
  "size_similarity": 0.101,
2343
  "breadth_similarity": 0.606,
2344
  "concentration_similarity": 1.0,
@@ -2532,7 +2532,7 @@
2532
  46006
2533
  ],
2534
  "representative_pr_number": 45974,
2535
- "average_similarity": 0.44,
2536
  "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45974.",
2537
  "shared_filenames": [
2538
  "src/transformers/cli/serving/model_manager.py",
@@ -2548,8 +2548,8 @@
2548
  {
2549
  "left_pr_number": 45974,
2550
  "right_pr_number": 45975,
2551
- "similarity": 0.593,
2552
- "content_similarity": 0.538,
2553
  "size_similarity": 0.451,
2554
  "breadth_similarity": 1.0,
2555
  "concentration_similarity": 0.975,
@@ -2567,8 +2567,8 @@
2567
  {
2568
  "left_pr_number": 45974,
2569
  "right_pr_number": 46006,
2570
- "similarity": 0.431,
2571
- "content_similarity": 0.477,
2572
  "size_similarity": 0.2,
2573
  "breadth_similarity": 0.333,
2574
  "concentration_similarity": 0.667,
@@ -2585,8 +2585,8 @@
2585
  {
2586
  "left_pr_number": 45975,
2587
  "right_pr_number": 46006,
2588
- "similarity": 0.295,
2589
- "content_similarity": 0.305,
2590
  "size_similarity": 0.09,
2591
  "breadth_similarity": 0.333,
2592
  "concentration_similarity": 0.692,
@@ -2824,7 +2824,7 @@
2824
  {
2825
  "left_pr_number": 44615,
2826
  "right_pr_number": 45524,
2827
- "similarity": 0.418,
2828
  "content_similarity": 0.333,
2829
  "size_similarity": 0.229,
2830
  "breadth_similarity": 1.0,
@@ -3623,7 +3623,7 @@
3623
  "left_pr_number": 45821,
3624
  "right_pr_number": 45984,
3625
  "similarity": 0.597,
3626
- "content_similarity": 0.655,
3627
  "size_similarity": 0.361,
3628
  "breadth_similarity": 0.4,
3629
  "concentration_similarity": 0.903,
@@ -3732,7 +3732,7 @@
3732
  43649
3733
  ],
3734
  "representative_pr_number": 43532,
3735
- "average_similarity": 0.512,
3736
  "summary": "2 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
3737
  "shared_filenames": [
3738
  ".github/workflows/self-comment-ci.yml",
@@ -3752,8 +3752,8 @@
3752
  {
3753
  "left_pr_number": 43532,
3754
  "right_pr_number": 43649,
3755
- "similarity": 0.512,
3756
- "content_similarity": 0.458,
3757
  "size_similarity": 0.395,
3758
  "breadth_similarity": 0.875,
3759
  "concentration_similarity": 0.893,
@@ -3902,7 +3902,7 @@
3902
  "left_pr_number": 45056,
3903
  "right_pr_number": 45128,
3904
  "similarity": 0.498,
3905
- "content_similarity": 0.392,
3906
  "size_similarity": 0.669,
3907
  "breadth_similarity": 0.875,
3908
  "concentration_similarity": 0.724,
@@ -3984,7 +3984,7 @@
3984
  "left_pr_number": 45332,
3985
  "right_pr_number": 45333,
3986
  "similarity": 0.491,
3987
- "content_similarity": 0.52,
3988
  "size_similarity": 0.203,
3989
  "breadth_similarity": 0.479,
3990
  "concentration_similarity": 0.976,
@@ -4265,7 +4265,7 @@
4265
  "left_pr_number": 42112,
4266
  "right_pr_number": 45413,
4267
  "similarity": 0.421,
4268
- "content_similarity": 0.463,
4269
  "size_similarity": 0.017,
4270
  "breadth_similarity": 0.458,
4271
  "concentration_similarity": 0.981,
@@ -4325,7 +4325,7 @@
4325
  45618
4326
  ],
4327
  "representative_pr_number": 42655,
4328
- "average_similarity": 0.371,
4329
  "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #42655.",
4330
  "shared_filenames": [
4331
  "src/transformers/generation/utils.py"
@@ -4341,7 +4341,7 @@
4341
  {
4342
  "left_pr_number": 42655,
4343
  "right_pr_number": 45618,
4344
- "similarity": 0.371,
4345
  "content_similarity": 0.202,
4346
  "size_similarity": 0.974,
4347
  "breadth_similarity": 0.389,
 
1
  {
2
  "repo": "huggingface/transformers",
3
+ "snapshot_id": "20260517T000046Z",
4
+ "generated_at": "2026-05-17T00:01:05Z",
5
  "cluster_count": 52,
6
  "pr_scope_clusters": [
7
  {
 
65
  {
66
  "left_pr_number": 43651,
67
  "right_pr_number": 43663,
68
+ "similarity": 0.537,
69
  "content_similarity": 0.399,
70
  "size_similarity": 0.72,
71
  "breadth_similarity": 1.0,
 
145
  {
146
  "left_pr_number": 44123,
147
  "right_pr_number": 45067,
148
+ "similarity": 0.469,
149
  "content_similarity": 0.359,
150
  "size_similarity": 0.455,
151
  "breadth_similarity": 1.0,
 
290
  "left_pr_number": 44189,
291
  "right_pr_number": 45055,
292
  "similarity": 0.436,
293
+ "content_similarity": 0.248,
294
  "size_similarity": 0.75,
295
  "breadth_similarity": 1.0,
296
  "concentration_similarity": 1.0,
 
479
  ]
480
  },
481
  {
482
+ "left_pr_number": 44257,
483
+ "right_pr_number": 45067,
484
  "similarity": 0.397,
485
+ "content_similarity": 0.301,
486
+ "size_similarity": 0.24,
487
  "breadth_similarity": 1.0,
488
  "concentration_similarity": 1.0,
489
  "shared_filenames": [
 
495
  ]
496
  },
497
  {
498
+ "left_pr_number": 43636,
499
+ "right_pr_number": 44257,
500
+ "similarity": 0.396,
501
+ "content_similarity": 0.234,
502
+ "size_similarity": 0.545,
503
  "breadth_similarity": 1.0,
504
  "concentration_similarity": 1.0,
505
  "shared_filenames": [
 
511
  ]
512
  },
513
  {
514
+ "left_pr_number": 43651,
515
+ "right_pr_number": 44189,
516
  "similarity": 0.396,
517
+ "content_similarity": 0.305,
518
+ "size_similarity": 0.222,
519
  "breadth_similarity": 1.0,
520
  "concentration_similarity": 1.0,
521
  "shared_filenames": [
 
545
  {
546
  "left_pr_number": 45055,
547
  "right_pr_number": 45994,
548
+ "similarity": 0.39,
549
  "content_similarity": 0.252,
550
  "size_similarity": 0.429,
551
  "breadth_similarity": 1.0,
 
562
  "left_pr_number": 43636,
563
  "right_pr_number": 44189,
564
  "similarity": 0.389,
565
+ "content_similarity": 0.263,
566
  "size_similarity": 0.364,
567
  "breadth_similarity": 1.0,
568
  "concentration_similarity": 1.0,
 
594
  "left_pr_number": 44123,
595
  "right_pr_number": 44660,
596
  "similarity": 0.387,
597
+ "content_similarity": 0.315,
598
  "size_similarity": 0.109,
599
  "breadth_similarity": 1.0,
600
  "concentration_similarity": 1.0,
 
849
  {
850
  "left_pr_number": 44257,
851
  "right_pr_number": 45273,
852
+ "similarity": 0.337,
853
  "content_similarity": 0.196,
854
  "size_similarity": 0.333,
855
  "breadth_similarity": 1.0,
 
1075
  {
1076
  "left_pr_number": 45635,
1077
  "right_pr_number": 45666,
1078
+ "similarity": 0.357,
1079
+ "content_similarity": 0.346,
1080
  "size_similarity": 0.261,
1081
  "breadth_similarity": 0.514,
1082
  "concentration_similarity": 0.488,
 
1379
  45668
1380
  ],
1381
  "representative_pr_number": 45546,
1382
+ "average_similarity": 0.747,
1383
  "summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.",
1384
  "shared_filenames": [
1385
  "src/transformers/integrations/ggml.py",
 
1398
  {
1399
  "left_pr_number": 44070,
1400
  "right_pr_number": 45296,
1401
+ "similarity": 0.876,
1402
+ "content_similarity": 0.892,
1403
  "size_similarity": 0.702,
1404
  "breadth_similarity": 1.0,
1405
  "concentration_similarity": 0.932,
 
1420
  {
1421
  "left_pr_number": 45546,
1422
  "right_pr_number": 45668,
1423
+ "similarity": 0.804,
1424
+ "content_similarity": 0.776,
1425
  "size_similarity": 0.773,
1426
  "breadth_similarity": 1.0,
1427
  "concentration_similarity": 0.903,
 
1442
  {
1443
  "left_pr_number": 45296,
1444
  "right_pr_number": 45546,
1445
+ "similarity": 0.779,
1446
+ "content_similarity": 0.785,
1447
  "size_similarity": 0.576,
1448
  "breadth_similarity": 1.0,
1449
  "concentration_similarity": 0.859,
 
1464
  {
1465
  "left_pr_number": 44070,
1466
  "right_pr_number": 45546,
1467
+ "similarity": 0.731,
1468
+ "content_similarity": 0.749,
1469
  "size_similarity": 0.404,
1470
  "breadth_similarity": 1.0,
1471
  "concentration_similarity": 0.927,
 
1486
  {
1487
  "left_pr_number": 45296,
1488
  "right_pr_number": 45668,
1489
+ "similarity": 0.656,
1490
+ "content_similarity": 0.63,
1491
  "size_similarity": 0.445,
1492
  "breadth_similarity": 1.0,
1493
  "concentration_similarity": 0.956,
 
1508
  {
1509
  "left_pr_number": 44070,
1510
  "right_pr_number": 45668,
1511
+ "similarity": 0.635,
1512
+ "content_similarity": 0.627,
1513
  "size_similarity": 0.312,
1514
  "breadth_similarity": 1.0,
1515
  "concentration_similarity": 0.976,
 
1662
  45985
1663
  ],
1664
  "representative_pr_number": 45985,
1665
+ "average_similarity": 0.506,
1666
  "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
1667
  "shared_filenames": [
1668
  "src/transformers/generation/utils.py"
 
1676
  {
1677
  "left_pr_number": 34667,
1678
  "right_pr_number": 45985,
1679
+ "similarity": 0.601,
1680
+ "content_similarity": 0.487,
1681
  "size_similarity": 0.733,
1682
  "breadth_similarity": 1.0,
1683
  "concentration_similarity": 1.0,
 
1693
  {
1694
  "left_pr_number": 39683,
1695
  "right_pr_number": 45985,
1696
+ "similarity": 0.597,
1697
+ "content_similarity": 0.499,
1698
  "size_similarity": 0.652,
1699
  "breadth_similarity": 1.0,
1700
  "concentration_similarity": 1.0,
 
1710
  {
1711
  "left_pr_number": 34667,
1712
  "right_pr_number": 39683,
1713
+ "similarity": 0.524,
1714
+ "content_similarity": 0.431,
1715
  "size_similarity": 0.478,
1716
  "breadth_similarity": 1.0,
1717
  "concentration_similarity": 1.0,
 
1727
  {
1728
  "left_pr_number": 44872,
1729
  "right_pr_number": 45985,
1730
+ "similarity": 0.461,
1731
+ "content_similarity": 0.402,
1732
  "size_similarity": 0.2,
1733
  "breadth_similarity": 1.0,
1734
  "concentration_similarity": 1.0,
 
1744
  {
1745
  "left_pr_number": 34667,
1746
  "right_pr_number": 44872,
1747
+ "similarity": 0.434,
1748
+ "content_similarity": 0.347,
1749
  "size_similarity": 0.273,
1750
  "breadth_similarity": 1.0,
1751
  "concentration_similarity": 1.0,
 
1761
  {
1762
  "left_pr_number": 39683,
1763
  "right_pr_number": 44872,
1764
+ "similarity": 0.419,
1765
+ "content_similarity": 0.356,
1766
  "size_similarity": 0.13,
1767
  "breadth_similarity": 1.0,
1768
  "concentration_similarity": 1.0,
 
1786
  46007
1787
  ],
1788
  "representative_pr_number": 44550,
1789
+ "average_similarity": 0.357,
1790
  "summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
1791
  "shared_filenames": [],
1792
  "shared_directories": [
 
1990
  {
1991
  "left_pr_number": 45997,
1992
  "right_pr_number": 46005,
1993
+ "similarity": 0.785,
1994
+ "content_similarity": 0.812,
1995
  "size_similarity": 0.444,
1996
  "breadth_similarity": 1.0,
1997
  "concentration_similarity": 1.0,
 
2006
  {
2007
  "left_pr_number": 44893,
2008
  "right_pr_number": 46005,
2009
+ "similarity": 0.731,
2010
+ "content_similarity": 0.782,
2011
  "size_similarity": 0.222,
2012
  "breadth_similarity": 1.0,
2013
  "concentration_similarity": 1.0,
 
2022
  {
2023
  "left_pr_number": 44893,
2024
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2025
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2026
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2027
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2028
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2029
  "concentration_similarity": 1.0,
 
2272
  45077
2273
  ],
2274
  "representative_pr_number": 45077,
2275
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2276
  "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.",
2277
  "shared_filenames": [
2278
  ".github/workflows/build-ci-docker-images.yml",
 
2292
  {
2293
  "left_pr_number": 42975,
2294
  "right_pr_number": 45077,
2295
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+ "content_similarity": 0.62,
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  "size_similarity": 0.731,
2298
  "breadth_similarity": 0.833,
2299
  "concentration_similarity": 1.0,
 
2317
  {
2318
  "left_pr_number": 42976,
2319
  "right_pr_number": 45077,
2320
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2321
+ "content_similarity": 0.514,
2322
  "size_similarity": 0.074,
2323
  "breadth_similarity": 0.659,
2324
  "concentration_similarity": 1.0,
 
2337
  {
2338
  "left_pr_number": 42975,
2339
  "right_pr_number": 42976,
2340
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2341
+ "content_similarity": 0.403,
2342
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2343
  "breadth_similarity": 0.606,
2344
  "concentration_similarity": 1.0,
 
2532
  46006
2533
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2534
  "representative_pr_number": 45974,
2535
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2536
  "summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45974.",
2537
  "shared_filenames": [
2538
  "src/transformers/cli/serving/model_manager.py",
 
2548
  {
2549
  "left_pr_number": 45974,
2550
  "right_pr_number": 45975,
2551
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2552
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2553
  "size_similarity": 0.451,
2554
  "breadth_similarity": 1.0,
2555
  "concentration_similarity": 0.975,
 
2567
  {
2568
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2569
  "right_pr_number": 46006,
2570
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2571
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2572
  "size_similarity": 0.2,
2573
  "breadth_similarity": 0.333,
2574
  "concentration_similarity": 0.667,
 
2585
  {
2586
  "left_pr_number": 45975,
2587
  "right_pr_number": 46006,
2588
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2589
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2590
  "size_similarity": 0.09,
2591
  "breadth_similarity": 0.333,
2592
  "concentration_similarity": 0.692,
 
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2825
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2826
  "right_pr_number": 45524,
2827
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  "content_similarity": 0.333,
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  "size_similarity": 0.229,
2830
  "breadth_similarity": 1.0,
 
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3624
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3625
  "similarity": 0.597,
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  "size_similarity": 0.361,
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  "breadth_similarity": 0.4,
3629
  "concentration_similarity": 0.903,
 
3732
  43649
3733
  ],
3734
  "representative_pr_number": 43532,
3735
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3736
  "summary": "2 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
3737
  "shared_filenames": [
3738
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3752
  {
3753
  "left_pr_number": 43532,
3754
  "right_pr_number": 43649,
3755
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3756
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3757
  "size_similarity": 0.395,
3758
  "breadth_similarity": 0.875,
3759
  "concentration_similarity": 0.893,
 
3902
  "left_pr_number": 45056,
3903
  "right_pr_number": 45128,
3904
  "similarity": 0.498,
3905
+ "content_similarity": 0.391,
3906
  "size_similarity": 0.669,
3907
  "breadth_similarity": 0.875,
3908
  "concentration_similarity": 0.724,
 
3984
  "left_pr_number": 45332,
3985
  "right_pr_number": 45333,
3986
  "similarity": 0.491,
3987
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3988
  "size_similarity": 0.203,
3989
  "breadth_similarity": 0.479,
3990
  "concentration_similarity": 0.976,
 
4265
  "left_pr_number": 42112,
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  "right_pr_number": 45413,
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  "similarity": 0.421,
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4269
  "size_similarity": 0.017,
4270
  "breadth_similarity": 0.458,
4271
  "concentration_similarity": 0.981,
 
4325
  45618
4326
  ],
4327
  "representative_pr_number": 42655,
4328
+ "average_similarity": 0.37,
4329
  "summary": "2 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #42655.",
4330
  "shared_filenames": [
4331
  "src/transformers/generation/utils.py"
 
4341
  {
4342
  "left_pr_number": 42655,
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  "right_pr_number": 45618,
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+ "similarity": 0.37,
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  "content_similarity": 0.202,
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  "size_similarity": 0.974,
4347
  "breadth_similarity": 0.389,
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