Refresh transformers dataset snapshot 20260605T060128Z
Browse files- README.md +1 -1
- comments.parquet +2 -2
- events.parquet +2 -2
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- issues.parquet +2 -2
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- pr-scope-clusters.json +134 -99
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- snapshots/latest.json +4 -4
- state/watermark.json +4 -4
README.md
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- eval set creation
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Notes:
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- latest snapshot: `
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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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- full file contents for changed files are not included
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- eval set creation
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Notes:
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+
- latest snapshot: `20260605T060128Z`
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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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- full file contents for changed files are not included
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"number": 46429,
|
| 8174 |
+
"title": "docs: improve clarity of local build guidance in README",
|
| 8175 |
+
"url": "https://github.com/huggingface/transformers/pull/46429",
|
| 8176 |
+
"state": "open",
|
| 8177 |
+
"merged": false,
|
| 8178 |
+
"draft": false,
|
| 8179 |
+
"created_at": "2026-06-05T04:17:33Z"
|
| 8180 |
+
}
|
| 8181 |
+
],
|
| 8182 |
+
"issues": []
|
| 8183 |
+
},
|
| 8184 |
+
"fetch_error": null
|
| 8185 |
+
},
|
| 8186 |
{
|
| 8187 |
"author_login": "Kaz-scr",
|
| 8188 |
"name": "Abdullah",
|
|
|
|
| 13915 |
"snapshot_review_count": 0,
|
| 13916 |
"snapshot_review_comment_count": 0,
|
| 13917 |
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 13918 |
+
"new_to_repo": false,
|
| 13919 |
+
"first_seen_in_snapshot": false,
|
| 13920 |
"known_via_prior_merged_pr": false,
|
| 13921 |
+
"report_reason": null,
|
| 13922 |
+
"enrichment_source": "previous_report",
|
| 13923 |
+
"live_refetch_skipped": true,
|
| 13924 |
"account_age_days": 2071,
|
| 13925 |
"young_account": false,
|
| 13926 |
"follow_through_score": "weak",
|
|
|
|
| 15886 |
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aarnav-144p",
|
| 15887 |
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aarnav-144p",
|
| 15888 |
"repo_first_seen_at": "2026-06-02T18:52:53Z",
|
| 15889 |
+
"repo_last_seen_at": "2026-06-05T05:06:57Z",
|
| 15890 |
"repo_primary_artifact_count": 1,
|
| 15891 |
+
"repo_artifact_count": 4,
|
| 15892 |
"snapshot_issue_count": 0,
|
| 15893 |
"snapshot_pr_count": 1,
|
| 15894 |
+
"snapshot_comment_count": 3,
|
| 15895 |
"snapshot_review_count": 0,
|
| 15896 |
"snapshot_review_comment_count": 0,
|
| 15897 |
"repo_association": "NONE",
|
|
|
|
| 16173 |
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAzeezIsh",
|
| 16174 |
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAzeezIsh",
|
| 16175 |
"repo_first_seen_at": "2026-06-04T16:46:37Z",
|
| 16176 |
+
"repo_last_seen_at": "2026-06-05T01:38:54Z",
|
| 16177 |
"repo_primary_artifact_count": 1,
|
| 16178 |
+
"repo_artifact_count": 6,
|
| 16179 |
"snapshot_issue_count": 0,
|
| 16180 |
"snapshot_pr_count": 1,
|
| 16181 |
+
"snapshot_comment_count": 1,
|
| 16182 |
+
"snapshot_review_count": 2,
|
| 16183 |
+
"snapshot_review_comment_count": 2,
|
| 16184 |
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 16185 |
"new_to_repo": false,
|
| 16186 |
"first_seen_in_snapshot": false,
|
|
|
|
| 20518 |
"snapshot_review_count": 0,
|
| 20519 |
"snapshot_review_comment_count": 0,
|
| 20520 |
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 20521 |
+
"new_to_repo": false,
|
| 20522 |
+
"first_seen_in_snapshot": false,
|
| 20523 |
"known_via_prior_merged_pr": false,
|
| 20524 |
+
"report_reason": null,
|
| 20525 |
+
"enrichment_source": "previous_report",
|
| 20526 |
+
"live_refetch_skipped": true,
|
| 20527 |
"account_age_days": 4220,
|
| 20528 |
"young_account": false,
|
| 20529 |
"follow_through_score": "weak",
|
new-contributors-report.md
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
-
- Snapshot: `
|
| 4 |
-
- Generated: `2026-06-
|
| 5 |
- Activity window: `60d`
|
| 6 |
-
- Contributors: `
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
@@ -63,6 +63,7 @@
|
|
| 63 |
| `TheShreyanshiDwivedi` | [profile](https://github.com/TheShreyanshiDwivedi) | no | NONE | 87d | `2026-05-15T10:01:57Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 64 |
| `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 3 | 2 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 65 |
| `Chao1Han` | [profile](https://github.com/Chao1Han) | no | FIRST_TIME_CONTRIBUTOR | 1422d | `2026-05-14T09:13:18Z` | 3 | 0 | mixed | moderate | low | high open PR share |
|
|
|
|
| 66 |
| `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 67 |
| `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 3 | 0 | mixed | low | low | — |
|
| 68 |
| `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 3 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
@@ -95,7 +96,6 @@
|
|
| 95 |
| `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
|
| 96 |
| `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 |
|
| 97 |
| `catwell` | [profile](https://github.com/catwell) | no | FIRST_TIME_CONTRIBUTOR | 5907d | `2026-05-14T17:00:06Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 98 |
-
| `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 99 |
| `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 100 |
| `dhruv7477` | [profile](https://github.com/dhruv7477) | no | CONTRIBUTOR | 1579d | `2026-04-29T09:34:56Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 101 |
| `Dovis01` | [profile](https://github.com/Dovis01) | no | CONTRIBUTOR | 2009d | `2026-06-02T09:04:53Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
@@ -109,6 +109,7 @@
|
|
| 109 |
| `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 |
|
| 110 |
| `Jeevang1-epic` | [profile](https://github.com/Jeevang1-epic) | no | CONTRIBUTOR | 207d | `2026-04-24T19:22:05Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 111 |
| `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 |
|
|
|
|
| 112 |
| `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 |
|
| 113 |
| `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 |
|
| 114 |
| `kpal002` | [profile](https://github.com/kpal002) | no | CONTRIBUTOR | 2595d | `2026-05-30T07:56:05Z` | 2 | 0 | strong | moderate | low | high recent PR volume |
|
|
@@ -187,7 +188,7 @@
|
|
| 187 |
| `KeitaW` | [profile](https://github.com/KeitaW) | no | CONTRIBUTOR | 4241d | `2026-04-20T02:00:45Z` | 1 | 1 | mixed | moderate | low | high open PR share |
|
| 188 |
| `kratos0718` | [profile](https://github.com/kratos0718) | no | NONE | 427d | `2026-05-27T07:20:35Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 189 |
| `LauraGPT` | [profile](https://github.com/LauraGPT) | no | FIRST_TIME_CONTRIBUTOR | 3699d | `2026-05-24T11:07:04Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 190 |
-
| `mjkmain` | [profile](https://github.com/mjkmain) |
|
| 191 |
| `nealwu` | [profile](https://github.com/nealwu) | no | CONTRIBUTOR | 5508d | `2026-05-12T03:11:36Z` | 1 | 1 | strong | low | low | — |
|
| 192 |
| `nunq` | [profile](https://github.com/nunq) | no | CONTRIBUTOR | 2694d | `2026-05-08T00:29:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 193 |
| `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1431d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
|
|
@@ -301,7 +302,7 @@
|
|
| 301 |
| `marvinzh` | [profile](https://github.com/marvinzh) | no | CONTRIBUTOR | 4429d | `2026-04-07T06:49:34Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
| 302 |
| `massimilianoviola` | [profile](https://github.com/massimilianoviola) | no | CONTRIBUTOR | 2120d | `2026-05-11T07:00:47Z` | 1 | 0 | mixed | low | low | high open PR share |
|
| 303 |
| `mathceo` | [profile](https://github.com/mathceo) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-04-16T09:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 304 |
-
| `meatybobby` | [profile](https://github.com/meatybobby) |
|
| 305 |
| `Melnuno` | [profile](https://github.com/Melnuno) | no | NONE | 2376d | `2026-05-05T17:30:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 306 |
| `Mi-Jiazhi` | [profile](https://github.com/Mi-Jiazhi) | no | FIRST_TIME_CONTRIBUTOR | 2414d | `2026-06-04T14:08:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 307 |
| `MinuriRajapakse` | [profile](https://github.com/MinuriRajapakse) | no | FIRST_TIME_CONTRIBUTOR | 1037d | `2026-04-29T06:12:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
@@ -445,12 +446,12 @@ Example artifacts:
|
|
| 445 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
|
| 446 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
|
| 447 |
- repo first seen: `2025-06-20T09:58:55Z`
|
| 448 |
-
- repo last seen: `2026-06-
|
| 449 |
- first seen in snapshot: **no**
|
| 450 |
- repo association: **CONTRIBUTOR**
|
| 451 |
- repo primary artifacts: **95**
|
| 452 |
- snapshot authored PRs/issues: **91 PRs / 4 issues**
|
| 453 |
-
- snapshot discussion activity: **
|
| 454 |
- account age: **3934 days**
|
| 455 |
- recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
|
| 456 |
- public orgs: none visible
|
|
@@ -494,12 +495,12 @@ Example artifacts:
|
|
| 494 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
|
| 495 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
|
| 496 |
- repo first seen: `2023-02-24T14:13:29Z`
|
| 497 |
-
- repo last seen: `2026-06-
|
| 498 |
- first seen in snapshot: **no**
|
| 499 |
- repo association: **MEMBER**
|
| 500 |
- repo primary artifacts: **68**
|
| 501 |
- snapshot authored PRs/issues: **65 PRs / 3 issues**
|
| 502 |
-
- snapshot discussion activity: **194 comments /
|
| 503 |
- account age: **2590 days**
|
| 504 |
- recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
|
| 505 |
- public orgs: none visible
|
|
@@ -737,12 +738,12 @@ Example artifacts:
|
|
| 737 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
|
| 738 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
|
| 739 |
- repo first seen: `2024-03-21T04:37:45Z`
|
| 740 |
-
- repo last seen: `2026-06-
|
| 741 |
- first seen in snapshot: **no**
|
| 742 |
- repo association: **CONTRIBUTOR**
|
| 743 |
- repo primary artifacts: **29**
|
| 744 |
- snapshot authored PRs/issues: **25 PRs / 4 issues**
|
| 745 |
-
- snapshot discussion activity: **
|
| 746 |
- account age: **1396 days**
|
| 747 |
- recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
|
| 748 |
- public orgs: none visible
|
|
@@ -862,12 +863,12 @@ Example artifacts:
|
|
| 862 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
|
| 863 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
|
| 864 |
- repo first seen: `2025-12-24T11:54:53Z`
|
| 865 |
-
- repo last seen: `2026-06-
|
| 866 |
- first seen in snapshot: **no**
|
| 867 |
- repo association: **CONTRIBUTOR**
|
| 868 |
- repo primary artifacts: **20**
|
| 869 |
- snapshot authored PRs/issues: **20 PRs / 0 issues**
|
| 870 |
-
- snapshot discussion activity: **19 comments /
|
| 871 |
- account age: **1497 days**
|
| 872 |
- recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
|
| 873 |
- public orgs: none visible
|
|
@@ -1655,6 +1656,29 @@ Example artifacts:
|
|
| 1655 |
- [PR #45989: [Llama4] Adopt `@use_experts_implementation` standard interface](https://github.com/huggingface/transformers/pull/45989) — closed
|
| 1656 |
- [PR #45976: Fix `MoeTensorParalellExperts` crash for Llama4 pre-weighted MoE experts (EP support)](https://github.com/huggingface/transformers/pull/45976) — closed
|
| 1657 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1658 |
### `Prachi-kushwaha`
|
| 1659 |
|
| 1660 |
- profile: [github.com/Prachi-kushwaha](https://github.com/Prachi-kushwaha)
|
|
@@ -2389,28 +2413,6 @@ Example artifacts:
|
|
| 2389 |
- [PR #45982: no empty label when Grounding Dino detects nothing](https://github.com/huggingface/transformers/pull/45982) — open
|
| 2390 |
- [PR #45980: tokenizer: decoding an empty batch returns an empty list](https://github.com/huggingface/transformers/pull/45980) — closed
|
| 2391 |
|
| 2392 |
-
### `curnane-lab`
|
| 2393 |
-
|
| 2394 |
-
- profile: [github.com/curnane-lab](https://github.com/curnane-lab)
|
| 2395 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acurnane-lab)
|
| 2396 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acurnane-lab)
|
| 2397 |
-
- repo first seen: `2026-04-24T15:14:11Z`
|
| 2398 |
-
- repo last seen: `2026-05-20T09:10:32Z`
|
| 2399 |
-
- first seen in snapshot: **no**
|
| 2400 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2401 |
-
- repo primary artifacts: **2**
|
| 2402 |
-
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 2403 |
-
- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
|
| 2404 |
-
- account age: **248 days**
|
| 2405 |
-
- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
|
| 2406 |
-
- public orgs: none visible
|
| 2407 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 2408 |
-
- heuristic read: **young account; high open PR share; targets high-star repos**
|
| 2409 |
-
|
| 2410 |
-
Example artifacts:
|
| 2411 |
-
- [PR #45638: Add Multi-Token Prediction (MTP) support for Qwen3.5](https://github.com/huggingface/transformers/pull/45638) — open
|
| 2412 |
-
- [PR #45637: Add Multi-Token Prediction (MTP) support for Qwen3.5](https://github.com/huggingface/transformers/pull/45637) — closed
|
| 2413 |
-
|
| 2414 |
### `DatLe203`
|
| 2415 |
|
| 2416 |
- profile: [github.com/DatLe203](https://github.com/DatLe203)
|
|
@@ -2698,6 +2700,28 @@ Example artifacts:
|
|
| 2698 |
- [PR #45751: Add nvidia Conformer-CTC](https://github.com/huggingface/transformers/pull/45751) — open
|
| 2699 |
- [PR #45549: fix: apply channel averaging correctly in audio feature extractors](https://github.com/huggingface/transformers/pull/45549) — open
|
| 2700 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2701 |
### `Kaz-scr`
|
| 2702 |
|
| 2703 |
- profile: [github.com/Kaz-scr](https://github.com/Kaz-scr)
|
|
@@ -4462,7 +4486,7 @@ Example artifacts:
|
|
| 4462 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amjkmain)
|
| 4463 |
- repo first seen: `2026-06-04T22:13:07Z`
|
| 4464 |
- repo last seen: `2026-06-04T22:16:59Z`
|
| 4465 |
-
- first seen in snapshot: **
|
| 4466 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 4467 |
- repo primary artifacts: **2**
|
| 4468 |
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
|
@@ -5162,12 +5186,12 @@ Example artifacts:
|
|
| 5162 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aarnav-144p)
|
| 5163 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aarnav-144p)
|
| 5164 |
- repo first seen: `2026-06-02T18:52:53Z`
|
| 5165 |
-
- repo last seen: `2026-06-
|
| 5166 |
- first seen in snapshot: **no**
|
| 5167 |
- repo association: **NONE**
|
| 5168 |
- repo primary artifacts: **1**
|
| 5169 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5170 |
-
- snapshot discussion activity: **
|
| 5171 |
- account age: **634 days**
|
| 5172 |
- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
|
| 5173 |
- public orgs: none visible
|
|
@@ -5267,12 +5291,12 @@ Example artifacts:
|
|
| 5267 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAzeezIsh)
|
| 5268 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAzeezIsh)
|
| 5269 |
- repo first seen: `2026-06-04T16:46:37Z`
|
| 5270 |
-
- repo last seen: `2026-06-
|
| 5271 |
- first seen in snapshot: **no**
|
| 5272 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 5273 |
- repo primary artifacts: **1**
|
| 5274 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5275 |
-
- snapshot discussion activity: **
|
| 5276 |
- account age: **1650 days**
|
| 5277 |
- recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
|
| 5278 |
- public orgs: none visible
|
|
@@ -6865,7 +6889,7 @@ Example artifacts:
|
|
| 6865 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ameatybobby)
|
| 6866 |
- repo first seen: `2026-06-04T18:30:50Z`
|
| 6867 |
- repo last seen: `2026-06-04T18:30:50Z`
|
| 6868 |
-
- first seen in snapshot: **
|
| 6869 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 6870 |
- repo primary artifacts: **1**
|
| 6871 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260605T060128Z`
|
| 4 |
+
- Generated: `2026-06-05T06:02:24Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `356`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
|
|
| 63 |
| `TheShreyanshiDwivedi` | [profile](https://github.com/TheShreyanshiDwivedi) | no | NONE | 87d | `2026-05-15T10:01:57Z` | 4 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 64 |
| `Abineshabee` | [profile](https://github.com/Abineshabee) | no | CONTRIBUTOR | 1453d | `2026-04-13T08:59:27Z` | 3 | 2 | mixed | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 65 |
| `Chao1Han` | [profile](https://github.com/Chao1Han) | no | FIRST_TIME_CONTRIBUTOR | 1422d | `2026-05-14T09:13:18Z` | 3 | 0 | mixed | moderate | low | high open PR share |
|
| 66 |
+
| `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 3 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 67 |
| `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 68 |
| `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 3 | 0 | mixed | low | low | — |
|
| 69 |
| `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 3 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
|
|
| 96 |
| `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
|
| 97 |
| `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 |
|
| 98 |
| `catwell` | [profile](https://github.com/catwell) | no | FIRST_TIME_CONTRIBUTOR | 5907d | `2026-05-14T17:00:06Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
|
|
| 99 |
| `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 100 |
| `dhruv7477` | [profile](https://github.com/dhruv7477) | no | CONTRIBUTOR | 1579d | `2026-04-29T09:34:56Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 101 |
| `Dovis01` | [profile](https://github.com/Dovis01) | no | CONTRIBUTOR | 2009d | `2026-06-02T09:04:53Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 109 |
| `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 |
|
| 110 |
| `Jeevang1-epic` | [profile](https://github.com/Jeevang1-epic) | no | CONTRIBUTOR | 207d | `2026-04-24T19:22:05Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 111 |
| `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 |
|
| 112 |
+
| `JulietChinenyeDuru` | [profile](https://github.com/JulietChinenyeDuru) | yes | FIRST_TIME_CONTRIBUTOR | 357d | `2026-06-05T04:17:33Z` | 2 | 0 | weak | low | low | young account; high open PR share |
|
| 113 |
| `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 |
|
| 114 |
| `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 |
|
| 115 |
| `kpal002` | [profile](https://github.com/kpal002) | no | CONTRIBUTOR | 2595d | `2026-05-30T07:56:05Z` | 2 | 0 | strong | moderate | low | high recent PR volume |
|
|
|
|
| 188 |
| `KeitaW` | [profile](https://github.com/KeitaW) | no | CONTRIBUTOR | 4241d | `2026-04-20T02:00:45Z` | 1 | 1 | mixed | moderate | low | high open PR share |
|
| 189 |
| `kratos0718` | [profile](https://github.com/kratos0718) | no | NONE | 427d | `2026-05-27T07:20:35Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 190 |
| `LauraGPT` | [profile](https://github.com/LauraGPT) | no | FIRST_TIME_CONTRIBUTOR | 3699d | `2026-05-24T11:07:04Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 191 |
+
| `mjkmain` | [profile](https://github.com/mjkmain) | no | FIRST_TIME_CONTRIBUTOR | 2071d | `2026-06-04T22:13:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 192 |
| `nealwu` | [profile](https://github.com/nealwu) | no | CONTRIBUTOR | 5508d | `2026-05-12T03:11:36Z` | 1 | 1 | strong | low | low | — |
|
| 193 |
| `nunq` | [profile](https://github.com/nunq) | no | CONTRIBUTOR | 2694d | `2026-05-08T00:29:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 194 |
| `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1431d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
|
|
|
|
| 302 |
| `marvinzh` | [profile](https://github.com/marvinzh) | no | CONTRIBUTOR | 4429d | `2026-04-07T06:49:34Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
| 303 |
| `massimilianoviola` | [profile](https://github.com/massimilianoviola) | no | CONTRIBUTOR | 2120d | `2026-05-11T07:00:47Z` | 1 | 0 | mixed | low | low | high open PR share |
|
| 304 |
| `mathceo` | [profile](https://github.com/mathceo) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-04-16T09:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 305 |
+
| `meatybobby` | [profile](https://github.com/meatybobby) | no | FIRST_TIME_CONTRIBUTOR | 4220d | `2026-06-04T18:30:50Z` | 1 | 0 | weak | low | low | high open PR share |
|
| 306 |
| `Melnuno` | [profile](https://github.com/Melnuno) | no | NONE | 2376d | `2026-05-05T17:30:41Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 307 |
| `Mi-Jiazhi` | [profile](https://github.com/Mi-Jiazhi) | no | FIRST_TIME_CONTRIBUTOR | 2414d | `2026-06-04T14:08:08Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 308 |
| `MinuriRajapakse` | [profile](https://github.com/MinuriRajapakse) | no | FIRST_TIME_CONTRIBUTOR | 1037d | `2026-04-29T06:12:46Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 446 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
|
| 447 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
|
| 448 |
- repo first seen: `2025-06-20T09:58:55Z`
|
| 449 |
+
- repo last seen: `2026-06-05T02:33:51Z`
|
| 450 |
- first seen in snapshot: **no**
|
| 451 |
- repo association: **CONTRIBUTOR**
|
| 452 |
- repo primary artifacts: **95**
|
| 453 |
- snapshot authored PRs/issues: **91 PRs / 4 issues**
|
| 454 |
+
- snapshot discussion activity: **80 comments / 95 reviews / 94 review comments**
|
| 455 |
- account age: **3934 days**
|
| 456 |
- recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
|
| 457 |
- public orgs: none visible
|
|
|
|
| 495 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
|
| 496 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
|
| 497 |
- repo first seen: `2023-02-24T14:13:29Z`
|
| 498 |
+
- repo last seen: `2026-06-05T04:36:05Z`
|
| 499 |
- first seen in snapshot: **no**
|
| 500 |
- repo association: **MEMBER**
|
| 501 |
- repo primary artifacts: **68**
|
| 502 |
- snapshot authored PRs/issues: **65 PRs / 3 issues**
|
| 503 |
+
- snapshot discussion activity: **194 comments / 663 reviews / 1333 review comments**
|
| 504 |
- account age: **2590 days**
|
| 505 |
- recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
|
| 506 |
- public orgs: none visible
|
|
|
|
| 738 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
|
| 739 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
|
| 740 |
- repo first seen: `2024-03-21T04:37:45Z`
|
| 741 |
+
- repo last seen: `2026-06-05T02:44:32Z`
|
| 742 |
- first seen in snapshot: **no**
|
| 743 |
- repo association: **CONTRIBUTOR**
|
| 744 |
- repo primary artifacts: **29**
|
| 745 |
- snapshot authored PRs/issues: **25 PRs / 4 issues**
|
| 746 |
+
- snapshot discussion activity: **53 comments / 45 reviews / 45 review comments**
|
| 747 |
- account age: **1396 days**
|
| 748 |
- recent public PR activity: **25 PRs** (22 merged / 1 closed-unmerged / 2 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
|
| 749 |
- public orgs: none visible
|
|
|
|
| 863 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYangKai0616)
|
| 864 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYangKai0616)
|
| 865 |
- repo first seen: `2025-12-24T11:54:53Z`
|
| 866 |
+
- repo last seen: `2026-06-05T02:43:38Z`
|
| 867 |
- first seen in snapshot: **no**
|
| 868 |
- repo association: **CONTRIBUTOR**
|
| 869 |
- repo primary artifacts: **20**
|
| 870 |
- snapshot authored PRs/issues: **20 PRs / 0 issues**
|
| 871 |
+
- snapshot discussion activity: **19 comments / 59 reviews / 59 review comments**
|
| 872 |
- account age: **1497 days**
|
| 873 |
- recent public PR activity: **17 PRs** (8 merged / 3 closed-unmerged / 6 open; merged rate **47%**, closed-unmerged rate **18%**, open rate **35%**)
|
| 874 |
- public orgs: none visible
|
|
|
|
| 1656 |
- [PR #45989: [Llama4] Adopt `@use_experts_implementation` standard interface](https://github.com/huggingface/transformers/pull/45989) — closed
|
| 1657 |
- [PR #45976: Fix `MoeTensorParalellExperts` crash for Llama4 pre-weighted MoE experts (EP support)](https://github.com/huggingface/transformers/pull/45976) — closed
|
| 1658 |
|
| 1659 |
+
### `curnane-lab`
|
| 1660 |
+
|
| 1661 |
+
- profile: [github.com/curnane-lab](https://github.com/curnane-lab)
|
| 1662 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acurnane-lab)
|
| 1663 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acurnane-lab)
|
| 1664 |
+
- repo first seen: `2026-04-24T15:14:11Z`
|
| 1665 |
+
- repo last seen: `2026-06-05T03:00:10Z`
|
| 1666 |
+
- first seen in snapshot: **no**
|
| 1667 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 1668 |
+
- repo primary artifacts: **3**
|
| 1669 |
+
- snapshot authored PRs/issues: **3 PRs / 0 issues**
|
| 1670 |
+
- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
|
| 1671 |
+
- account age: **248 days**
|
| 1672 |
+
- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
|
| 1673 |
+
- public orgs: none visible
|
| 1674 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 1675 |
+
- heuristic read: **young account; high open PR share; targets high-star repos**
|
| 1676 |
+
|
| 1677 |
+
Example artifacts:
|
| 1678 |
+
- [PR #46428: Pr 46229](https://github.com/huggingface/transformers/pull/46428) — closed
|
| 1679 |
+
- [PR #45638: Add Multi-Token Prediction (MTP) support for Qwen3.5](https://github.com/huggingface/transformers/pull/45638) — open
|
| 1680 |
+
- [PR #45637: Add Multi-Token Prediction (MTP) support for Qwen3.5](https://github.com/huggingface/transformers/pull/45637) — closed
|
| 1681 |
+
|
| 1682 |
### `Prachi-kushwaha`
|
| 1683 |
|
| 1684 |
- profile: [github.com/Prachi-kushwaha](https://github.com/Prachi-kushwaha)
|
|
|
|
| 2413 |
- [PR #45982: no empty label when Grounding Dino detects nothing](https://github.com/huggingface/transformers/pull/45982) — open
|
| 2414 |
- [PR #45980: tokenizer: decoding an empty batch returns an empty list](https://github.com/huggingface/transformers/pull/45980) — closed
|
| 2415 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2416 |
### `DatLe203`
|
| 2417 |
|
| 2418 |
- profile: [github.com/DatLe203](https://github.com/DatLe203)
|
|
|
|
| 2700 |
- [PR #45751: Add nvidia Conformer-CTC](https://github.com/huggingface/transformers/pull/45751) — open
|
| 2701 |
- [PR #45549: fix: apply channel averaging correctly in audio feature extractors](https://github.com/huggingface/transformers/pull/45549) — open
|
| 2702 |
|
| 2703 |
+
### `JulietChinenyeDuru`
|
| 2704 |
+
|
| 2705 |
+
- profile: [github.com/JulietChinenyeDuru](https://github.com/JulietChinenyeDuru)
|
| 2706 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJulietChinenyeDuru)
|
| 2707 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJulietChinenyeDuru)
|
| 2708 |
+
- repo first seen: `2026-06-05T04:17:33Z`
|
| 2709 |
+
- repo last seen: `2026-06-05T04:46:40Z`
|
| 2710 |
+
- first seen in snapshot: **yes**
|
| 2711 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2712 |
+
- repo primary artifacts: **2**
|
| 2713 |
+
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 2714 |
+
- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
|
| 2715 |
+
- account age: **357 days**
|
| 2716 |
+
- recent public PR activity: **8 PRs** (1 merged / 0 closed-unmerged / 7 open; merged rate **12%**, closed-unmerged rate **0%**, open rate **88%**)
|
| 2717 |
+
- public orgs: none visible
|
| 2718 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 2719 |
+
- heuristic read: **young account; high open PR share**
|
| 2720 |
+
|
| 2721 |
+
Example artifacts:
|
| 2722 |
+
- [PR #46430: docs: fix grammar in llm_tutorial.md (A LLM -> An LLM)](https://github.com/huggingface/transformers/pull/46430) — open
|
| 2723 |
+
- [PR #46429: docs: improve clarity of local build guidance in README](https://github.com/huggingface/transformers/pull/46429) — open
|
| 2724 |
+
|
| 2725 |
### `Kaz-scr`
|
| 2726 |
|
| 2727 |
- profile: [github.com/Kaz-scr](https://github.com/Kaz-scr)
|
|
|
|
| 4486 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amjkmain)
|
| 4487 |
- repo first seen: `2026-06-04T22:13:07Z`
|
| 4488 |
- repo last seen: `2026-06-04T22:16:59Z`
|
| 4489 |
+
- first seen in snapshot: **no**
|
| 4490 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 4491 |
- repo primary artifacts: **2**
|
| 4492 |
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
|
|
|
| 5186 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aarnav-144p)
|
| 5187 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aarnav-144p)
|
| 5188 |
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46423
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| 1916 |
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| 1920 |
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|
| 1921 |
"src/transformers/integrations/hub_kernels.py"
|
|
@@ -1930,11 +1930,11 @@
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|
| 1930 |
{
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| 1931 |
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| 1932 |
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|
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"shared_filenames": [
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| 1939 |
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|
| 1940 |
],
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|
@@ -1948,7 +1948,7 @@
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|
| 1948 |
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|
| 1949 |
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|
@@ -1964,11 +1964,11 @@
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|
| 1964 |
{
|
| 1965 |
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|
| 1972 |
"shared_filenames": [
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| 1973 |
"src/transformers/integrations/hub_kernels.py"
|
| 1974 |
],
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@@ -2016,11 +2016,11 @@
|
|
| 2016 |
{
|
| 2017 |
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|
| 2018 |
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| 2021 |
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"shared_filenames": [
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"src/transformers/integrations/hub_kernels.py"
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| 2026 |
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@@ -2119,7 +2119,7 @@
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|
| 2119 |
"left_pr_number": 46099,
|
| 2120 |
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| 2121 |
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| 2125 |
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@@ -2214,7 +2214,7 @@
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| 2214 |
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| 2215 |
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|
| 2216 |
"similarity": 0.626,
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|
| 2220 |
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@@ -2248,7 +2248,7 @@
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|
| 2248 |
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| 2249 |
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|
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|
| 2253 |
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|
| 2254 |
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|
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@@ -2282,7 +2282,7 @@
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|
| 2282 |
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|
| 2283 |
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@@ -2608,7 +2608,7 @@
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|
| 2608 |
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|
| 2609 |
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|
| 2610 |
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|
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|
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"size_similarity": 0.042,
|
| 2613 |
"breadth_similarity": 0.417,
|
| 2614 |
"concentration_similarity": 0.632,
|
|
@@ -2701,6 +2701,80 @@
|
|
| 2701 |
}
|
| 2702 |
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|
| 2703 |
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| 2704 |
{
|
| 2705 |
"cluster_id": "pr-scope-43656-3",
|
| 2706 |
"pr_numbers": [
|
|
@@ -2867,7 +2941,7 @@
|
|
| 2867 |
45655
|
| 2868 |
],
|
| 2869 |
"representative_pr_number": 45649,
|
| 2870 |
-
"average_similarity": 0.
|
| 2871 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
|
| 2872 |
"shared_filenames": [
|
| 2873 |
"src/transformers/modeling_utils.py"
|
|
@@ -2983,7 +3057,7 @@
|
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| 2983 |
{
|
| 2984 |
"left_pr_number": 43488,
|
| 2985 |
"right_pr_number": 46100,
|
| 2986 |
-
"similarity": 0.
|
| 2987 |
"content_similarity": 0.316,
|
| 2988 |
"size_similarity": 0.364,
|
| 2989 |
"breadth_similarity": 0.333,
|
|
@@ -3090,7 +3164,7 @@
|
|
| 3090 |
45783
|
| 3091 |
],
|
| 3092 |
"representative_pr_number": 45783,
|
| 3093 |
-
"average_similarity": 0.
|
| 3094 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`, `src/transformers/models/fast_vlm/modeling_fast_vlm.py`, `src/transformers/models/florence2/modeling_florence2.py`; representative PR #45783.",
|
| 3095 |
"shared_filenames": [
|
| 3096 |
"src/transformers/models/deepseek_vl/modeling_deepseek_vl.py",
|
|
@@ -3116,8 +3190,8 @@
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| 3116 |
{
|
| 3117 |
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|
| 3118 |
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| 3122 |
"breadth_similarity": 0.809,
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| 3123 |
"concentration_similarity": 0.99,
|
|
@@ -3235,8 +3309,8 @@
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|
| 3235 |
{
|
| 3236 |
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|
| 3237 |
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| 3242 |
"concentration_similarity": 1.0,
|
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@@ -3252,7 +3326,7 @@
|
|
| 3252 |
"left_pr_number": 44407,
|
| 3253 |
"right_pr_number": 44550,
|
| 3254 |
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| 3255 |
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| 3256 |
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| 3258 |
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@@ -3304,7 +3378,7 @@
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"left_pr_number": 44889,
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"right_pr_number": 44981,
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"similarity": 0.399,
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"content_similarity": 0.
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"size_similarity": 0.991,
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"breadth_similarity": 1.0,
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"concentration_similarity": 0.812,
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@@ -3322,7 +3396,7 @@
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"left_pr_number": 44981,
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"right_pr_number": 45917,
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"similarity": 0.355,
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"content_similarity": 0.
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"size_similarity": 0.87,
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"breadth_similarity": 1.0,
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"concentration_similarity": 0.959,
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}
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]
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},
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-
{
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"cluster_id": "pr-scope-44228-2",
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"pr_numbers": [
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44228,
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46324
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],
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"representative_pr_number": 44228,
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"average_similarity": 0.571,
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| 4133 |
-
"summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/quantizers_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44228.",
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"shared_filenames": [
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"src/transformers/quantizers/quantizers_utils.py",
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"src/transformers/modeling_utils.py"
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],
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"shared_directories": [
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"src/transformers",
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"src"
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],
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"pairwise": [
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{
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"left_pr_number": 44228,
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"right_pr_number": 46324,
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"similarity": 0.571,
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"content_similarity": 0.611,
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-
"size_similarity": 0.259,
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-
"breadth_similarity": 0.583,
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-
"concentration_similarity": 0.926,
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-
"shared_filenames": [
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"src/transformers/modeling_utils.py",
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"src/transformers/quantizers/quantizers_utils.py"
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],
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"shared_directories": [
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"src/transformers/quantizers",
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"src"
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]
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}
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]
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},
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{
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"cluster_id": "pr-scope-46362-2",
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"pr_numbers": [
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@@ -4310,7 +4345,7 @@
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"left_pr_number": 44940,
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"right_pr_number": 46207,
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"similarity": 0.542,
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-
"content_similarity": 0.
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| 4314 |
"size_similarity": 0.662,
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"breadth_similarity": 0.833,
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"concentration_similarity": 0.839,
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@@ -4334,7 +4369,7 @@
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46177
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],
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"representative_pr_number": 45541,
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-
"average_similarity": 0.
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| 4338 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.",
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"shared_filenames": [
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| 4340 |
"src/transformers/tokenization_utils_base.py"
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@@ -4347,7 +4382,7 @@
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{
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"left_pr_number": 45541,
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"right_pr_number": 46177,
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"similarity": 0.
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"content_similarity": 0.424,
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"size_similarity": 0.519,
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"breadth_similarity": 1.0,
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@@ -4546,7 +4581,7 @@
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"left_pr_number": 45110,
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"right_pr_number": 46128,
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"similarity": 0.5,
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-
"content_similarity": 0.
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"size_similarity": 0.443,
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| 4551 |
"breadth_similarity": 0.84,
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| 4552 |
"concentration_similarity": 0.86,
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@@ -4630,7 +4665,7 @@
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46368
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],
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"representative_pr_number": 45300,
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-
"average_similarity": 0.
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"summary": "2 open PRs share weighted file overlap around `tests/models/nemotron_h/test_modeling_nemotron_h.py`; representative PR #45300.",
|
| 4635 |
"shared_filenames": [
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"tests/models/nemotron_h/test_modeling_nemotron_h.py"
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{
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"left_pr_number": 45300,
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"right_pr_number": 46368,
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"similarity": 0.
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"content_similarity": 0.581,
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"size_similarity": 0.028,
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| 4650 |
"breadth_similarity": 0.267,
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@@ -5040,7 +5075,7 @@
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"left_pr_number": 45936,
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"right_pr_number": 46341,
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"similarity": 0.406,
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"content_similarity": 0.
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| 5044 |
"size_similarity": 0.036,
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"breadth_similarity": 0.709,
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| 5046 |
"concentration_similarity": 0.898,
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@@ -5153,7 +5188,7 @@
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"left_pr_number": 46019,
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"right_pr_number": 46357,
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"similarity": 0.358,
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"content_similarity": 0.
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"size_similarity": 0.915,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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| 1 |
{
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| 2 |
"repo": "huggingface/transformers",
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+
"snapshot_id": "20260605T060128Z",
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| 4 |
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"cluster_count": 65,
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"pr_scope_clusters": [
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{
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{
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"left_pr_number": 43663,
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"right_pr_number": 45067,
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+
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+
"content_similarity": 0.467,
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"size_similarity": 1.0,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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"left_pr_number": 43663,
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"right_pr_number": 44123,
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"similarity": 0.501,
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+
"content_similarity": 0.405,
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"size_similarity": 0.455,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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"left_pr_number": 43636,
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"right_pr_number": 43663,
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+
"content_similarity": 0.353,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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"left_pr_number": 43651,
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"right_pr_number": 44123,
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"similarity": 0.428,
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+
"content_similarity": 0.328,
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"size_similarity": 0.327,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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"left_pr_number": 43651,
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"right_pr_number": 44660,
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"similarity": 0.424,
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+
"content_similarity": 0.321,
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"size_similarity": 0.333,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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{
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"left_pr_number": 43663,
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"right_pr_number": 44257,
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"breadth_similarity": 1.0,
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"left_pr_number": 43636,
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"content_similarity": 0.278,
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|
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"breadth_similarity": 1.0,
|
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|
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"left_pr_number": 45055,
|
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"right_pr_number": 45067,
|
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|
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"content_similarity": 0.321,
|
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"size_similarity": 0.12,
|
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|
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"left_pr_number": 44123,
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"content_similarity": 0.321,
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"breadth_similarity": 1.0,
|
| 487 |
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|
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"left_pr_number": 44189,
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| 535 |
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|
| 545 |
"left_pr_number": 44123,
|
| 546 |
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|
| 547 |
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|
| 548 |
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|
| 549 |
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|
| 550 |
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|
| 551 |
"concentration_similarity": 1.0,
|
|
|
|
| 720 |
{
|
| 721 |
"left_pr_number": 43636,
|
| 722 |
"right_pr_number": 45273,
|
| 723 |
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"similarity": 0.323,
|
| 724 |
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"content_similarity": 0.208,
|
| 725 |
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|
| 726 |
"breadth_similarity": 1.0,
|
| 727 |
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|
|
|
|
| 858 |
{
|
| 859 |
"left_pr_number": 41606,
|
| 860 |
"right_pr_number": 45422,
|
| 861 |
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"similarity": 0.5,
|
| 862 |
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|
| 863 |
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|
| 864 |
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|
|
|
|
| 1122 |
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|
| 1123 |
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|
| 1124 |
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|
| 1125 |
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"content_similarity": 0.791,
|
| 1126 |
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|
| 1127 |
"breadth_similarity": 1.0,
|
| 1128 |
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|
|
|
|
| 1578 |
"left_pr_number": 45421,
|
| 1579 |
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|
| 1580 |
"similarity": 0.464,
|
| 1581 |
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"content_similarity": 0.378,
|
| 1582 |
"size_similarity": 0.803,
|
| 1583 |
"breadth_similarity": 0.5,
|
| 1584 |
"concentration_similarity": 0.586,
|
|
|
|
| 1720 |
"left_pr_number": 34667,
|
| 1721 |
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|
| 1722 |
"similarity": 0.451,
|
| 1723 |
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"content_similarity": 0.372,
|
| 1724 |
"size_similarity": 0.273,
|
| 1725 |
"breadth_similarity": 1.0,
|
| 1726 |
"concentration_similarity": 1.0,
|
|
|
|
| 1736 |
{
|
| 1737 |
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|
| 1738 |
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|
| 1739 |
+
"similarity": 0.434,
|
| 1740 |
"content_similarity": 0.377,
|
| 1741 |
"size_similarity": 0.13,
|
| 1742 |
"breadth_similarity": 1.0,
|
|
|
|
| 1813 |
"left_pr_number": 45294,
|
| 1814 |
"right_pr_number": 45883,
|
| 1815 |
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|
| 1816 |
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"content_similarity": 0.48,
|
| 1817 |
"size_similarity": 0.933,
|
| 1818 |
"breadth_similarity": 0.325,
|
| 1819 |
"concentration_similarity": 0.908,
|
|
|
|
| 1870 |
"left_pr_number": 45202,
|
| 1871 |
"right_pr_number": 45438,
|
| 1872 |
"similarity": 0.394,
|
| 1873 |
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"content_similarity": 0.449,
|
| 1874 |
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|
| 1875 |
"breadth_similarity": 0.325,
|
| 1876 |
"concentration_similarity": 0.92,
|
|
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|
| 1915 |
46423
|
| 1916 |
],
|
| 1917 |
"representative_pr_number": 46293,
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| 1918 |
+
"average_similarity": 0.439,
|
| 1919 |
"summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/hub_kernels.py`; representative PR #46293.",
|
| 1920 |
"shared_filenames": [
|
| 1921 |
"src/transformers/integrations/hub_kernels.py"
|
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|
| 1930 |
{
|
| 1931 |
"left_pr_number": 46293,
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| 1932 |
"right_pr_number": 46423,
|
| 1933 |
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"similarity": 0.527,
|
| 1934 |
+
"content_similarity": 0.475,
|
| 1935 |
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"size_similarity": 0.929,
|
| 1936 |
"breadth_similarity": 0.267,
|
| 1937 |
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"concentration_similarity": 0.577,
|
| 1938 |
"shared_filenames": [
|
| 1939 |
"src/transformers/integrations/hub_kernels.py"
|
| 1940 |
],
|
|
|
|
| 1948 |
"left_pr_number": 41458,
|
| 1949 |
"right_pr_number": 46293,
|
| 1950 |
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|
| 1951 |
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"content_similarity": 0.513,
|
| 1952 |
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|
| 1953 |
"breadth_similarity": 0.225,
|
| 1954 |
"concentration_similarity": 0.667,
|
|
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|
| 1964 |
{
|
| 1965 |
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| 1966 |
"right_pr_number": 46423,
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| 1967 |
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"similarity": 0.463,
|
| 1968 |
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"content_similarity": 0.348,
|
| 1969 |
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"size_similarity": 0.577,
|
| 1970 |
"breadth_similarity": 0.875,
|
| 1971 |
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"concentration_similarity": 0.91,
|
| 1972 |
"shared_filenames": [
|
| 1973 |
"src/transformers/integrations/hub_kernels.py"
|
| 1974 |
],
|
|
|
|
| 2016 |
{
|
| 2017 |
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|
| 2018 |
"right_pr_number": 46423,
|
| 2019 |
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| 2020 |
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"content_similarity": 0.217,
|
| 2021 |
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"size_similarity": 0.692,
|
| 2022 |
"breadth_similarity": 0.633,
|
| 2023 |
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"concentration_similarity": 0.688,
|
| 2024 |
"shared_filenames": [
|
| 2025 |
"src/transformers/integrations/hub_kernels.py"
|
| 2026 |
],
|
|
|
|
| 2119 |
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|
| 2120 |
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|
| 2121 |
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|
| 2122 |
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|
| 2123 |
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|
| 2124 |
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|
| 2125 |
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|
|
|
|
| 2214 |
"left_pr_number": 44615,
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| 2215 |
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| 2216 |
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|
| 2217 |
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| 2218 |
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|
| 2219 |
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|
| 2220 |
"concentration_similarity": 1.0,
|
|
|
|
| 2248 |
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|
| 2249 |
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|
| 2250 |
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|
| 2251 |
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"content_similarity": 0.343,
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| 2252 |
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| 2253 |
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|
| 2254 |
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|
|
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|
| 2282 |
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| 2283 |
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| 2284 |
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| 2285 |
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"content_similarity": 0.243,
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| 2286 |
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| 2287 |
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| 2288 |
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|
|
|
|
| 2608 |
"left_pr_number": 44680,
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| 2609 |
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| 2610 |
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| 2611 |
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| 2612 |
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|
| 2613 |
"breadth_similarity": 0.417,
|
| 2614 |
"concentration_similarity": 0.632,
|
|
|
|
| 2701 |
}
|
| 2702 |
]
|
| 2703 |
},
|
| 2704 |
+
{
|
| 2705 |
+
"cluster_id": "pr-scope-44228-3",
|
| 2706 |
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"pr_numbers": [
|
| 2707 |
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44228,
|
| 2708 |
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46324,
|
| 2709 |
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46403
|
| 2710 |
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],
|
| 2711 |
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"representative_pr_number": 44228,
|
| 2712 |
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"average_similarity": 0.512,
|
| 2713 |
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"summary": "3 open PRs share weighted file overlap around `src/transformers/quantizers/quantizers_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44228.",
|
| 2714 |
+
"shared_filenames": [
|
| 2715 |
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"src/transformers/quantizers/quantizers_utils.py",
|
| 2716 |
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"src/transformers/modeling_utils.py"
|
| 2717 |
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],
|
| 2718 |
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"shared_directories": [
|
| 2719 |
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"src/transformers/quantizers",
|
| 2720 |
+
"src/transformers",
|
| 2721 |
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"src"
|
| 2722 |
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],
|
| 2723 |
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"pairwise": [
|
| 2724 |
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{
|
| 2725 |
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"left_pr_number": 44228,
|
| 2726 |
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"right_pr_number": 46324,
|
| 2727 |
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"similarity": 0.559,
|
| 2728 |
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