Refresh transformers dataset snapshot 20260714T180038Z
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- eval set creation
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Notes:
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- raw data only; no labels or moderation decisions
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Notes:
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| 19963 |
"snapshot_review_comment_count": 0,
|
| 19964 |
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 19965 |
+
"new_to_repo": false,
|
| 19966 |
+
"first_seen_in_snapshot": false,
|
| 19967 |
"known_via_prior_merged_pr": false,
|
| 19968 |
+
"report_reason": null,
|
| 19969 |
+
"enrichment_source": "previous_report",
|
| 19970 |
+
"live_refetch_skipped": true,
|
| 19971 |
"account_age_days": 3216,
|
| 19972 |
"young_account": false,
|
| 19973 |
"follow_through_score": "mixed",
|
|
|
|
| 22880 |
},
|
| 22881 |
"fetch_error": null
|
| 22882 |
},
|
| 22883 |
+
{
|
| 22884 |
+
"author_login": "sagnikai",
|
| 22885 |
+
"name": "Sagnik",
|
| 22886 |
+
"profile_url": "https://github.com/sagnikai",
|
| 22887 |
+
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asagnikai",
|
| 22888 |
+
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asagnikai",
|
| 22889 |
+
"repo_first_seen_at": "2026-07-14T13:20:23Z",
|
| 22890 |
+
"repo_last_seen_at": "2026-07-14T13:20:23Z",
|
| 22891 |
+
"repo_primary_artifact_count": 1,
|
| 22892 |
+
"repo_artifact_count": 1,
|
| 22893 |
+
"snapshot_issue_count": 0,
|
| 22894 |
+
"snapshot_pr_count": 1,
|
| 22895 |
+
"snapshot_comment_count": 0,
|
| 22896 |
+
"snapshot_review_count": 0,
|
| 22897 |
+
"snapshot_review_comment_count": 0,
|
| 22898 |
+
"repo_association": "FIRST_TIMER",
|
| 22899 |
+
"new_to_repo": true,
|
| 22900 |
+
"first_seen_in_snapshot": true,
|
| 22901 |
+
"known_via_prior_merged_pr": false,
|
| 22902 |
+
"report_reason": "first_seen_in_snapshot",
|
| 22903 |
+
"enrichment_source": "live",
|
| 22904 |
+
"live_refetch_skipped": false,
|
| 22905 |
+
"account_age_days": 2557,
|
| 22906 |
+
"young_account": false,
|
| 22907 |
+
"follow_through_score": "weak",
|
| 22908 |
+
"breadth_score": "low",
|
| 22909 |
+
"automation_risk_signal": "low",
|
| 22910 |
+
"heuristic_note": "many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos",
|
| 22911 |
+
"public_orgs": [],
|
| 22912 |
+
"activity": {
|
| 22913 |
+
"visible_authored_pr_count": 1,
|
| 22914 |
+
"merged_pr_count": 0,
|
| 22915 |
+
"closed_unmerged_pr_count": 1,
|
| 22916 |
+
"open_pr_count": 0,
|
| 22917 |
+
"merged_pr_rate": 0.0,
|
| 22918 |
+
"closed_unmerged_pr_rate": 1.0,
|
| 22919 |
+
"still_open_pr_rate": 0.0,
|
| 22920 |
+
"distinct_repos_with_authored_prs": 1,
|
| 22921 |
+
"distinct_repos_with_open_prs": 0
|
| 22922 |
+
},
|
| 22923 |
+
"examples": {
|
| 22924 |
+
"pull_requests": [
|
| 22925 |
+
{
|
| 22926 |
+
"kind": "pull_request",
|
| 22927 |
+
"number": 47319,
|
| 22928 |
+
"title": "Fix PPFormulaNet training loss: prevent incorrect label shift in ForCausalLMLoss",
|
| 22929 |
+
"url": "https://github.com/huggingface/transformers/pull/47319",
|
| 22930 |
+
"state": "closed",
|
| 22931 |
+
"merged": false,
|
| 22932 |
+
"draft": false,
|
| 22933 |
+
"created_at": "2026-07-14T13:20:23Z"
|
| 22934 |
+
}
|
| 22935 |
+
],
|
| 22936 |
+
"issues": []
|
| 22937 |
+
},
|
| 22938 |
+
"fetch_error": null
|
| 22939 |
+
},
|
| 22940 |
{
|
| 22941 |
"author_login": "saitejabandaru-in",
|
| 22942 |
"name": "Sai Teja Bandaru",
|
|
|
|
| 24149 |
"snapshot_comment_count": 1,
|
| 24150 |
"snapshot_review_count": 0,
|
| 24151 |
"snapshot_review_comment_count": 0,
|
| 24152 |
+
"repo_association": "NONE",
|
| 24153 |
+
"new_to_repo": false,
|
| 24154 |
+
"first_seen_in_snapshot": false,
|
| 24155 |
"known_via_prior_merged_pr": false,
|
| 24156 |
+
"report_reason": null,
|
| 24157 |
+
"enrichment_source": "previous_report",
|
| 24158 |
+
"live_refetch_skipped": true,
|
| 24159 |
"account_age_days": 1110,
|
| 24160 |
"young_account": false,
|
| 24161 |
"follow_through_score": "weak",
|
|
|
|
| 24181 |
"number": 47314,
|
| 24182 |
"title": "Keep user-typed multimodal placeholders out of the placeholder expansion",
|
| 24183 |
"url": "https://github.com/huggingface/transformers/pull/47314",
|
| 24184 |
+
"state": "closed",
|
| 24185 |
"merged": false,
|
| 24186 |
"draft": false,
|
| 24187 |
"created_at": "2026-07-14T08:33:13Z"
|
|
|
|
| 24654 |
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avakudo",
|
| 24655 |
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avakudo",
|
| 24656 |
"repo_first_seen_at": "2026-07-13T22:52:41Z",
|
| 24657 |
+
"repo_last_seen_at": "2026-07-14T12:31:06Z",
|
| 24658 |
"repo_primary_artifact_count": 1,
|
| 24659 |
+
"repo_artifact_count": 2,
|
| 24660 |
"snapshot_issue_count": 0,
|
| 24661 |
"snapshot_pr_count": 1,
|
| 24662 |
+
"snapshot_comment_count": 1,
|
| 24663 |
"snapshot_review_count": 0,
|
| 24664 |
"snapshot_review_comment_count": 0,
|
| 24665 |
"repo_association": "NONE",
|
new-contributors-report.md
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
-
- Snapshot: `
|
| 4 |
-
- Generated: `2026-07-
|
| 5 |
- Activity window: `60d`
|
| 6 |
-
- Contributors: `
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
@@ -14,17 +14,17 @@
|
|
| 14 |
| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 109 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 15 |
| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 107 | 7 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
|
| 16 |
| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-07-19T13:27:51Z` | 101 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 17 |
-
| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` |
|
| 18 |
| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 70 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 19 |
| `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 58 | 2 | mixed | low | low | targets high-star repos |
|
| 20 |
| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2025-09-11T21:27:59Z` | 54 | 1 | strong | low | low | targets high-star repos |
|
| 21 |
| `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 51 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 22 |
-
| `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` |
|
| 23 |
| `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-10-14T03:02:06Z` | 44 | 1 | strong | moderate | low | targets high-star repos |
|
| 24 |
| `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 37 | 20 | strong | low | low | targets high-star repos |
|
| 25 |
| `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 37 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
|
| 26 |
| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 35 | 5 | strong | moderate | low | high recent PR volume |
|
| 27 |
-
| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` |
|
| 28 |
| `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 34 | 1 | mixed | low | low | high open PR share; targets high-star repos |
|
| 29 |
| `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 33 | 0 | strong | low | low | targets high-star repos |
|
| 30 |
| `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-04-02T00:38:09Z` | 32 | 0 | strong | low | low | targets high-star repos |
|
|
@@ -188,6 +188,7 @@
|
|
| 188 |
| `atharv1945` | [profile](https://github.com/atharv1945) | no | CONTRIBUTOR | 1082d | `2026-06-15T10:52:55Z` | 1 | 1 | strong | low | low | targets high-star repos |
|
| 189 |
| `c1prk` | [profile](https://github.com/c1prk) | no | CONTRIBUTOR | 2143d | `2026-06-23T06:34:53Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 190 |
| `daviswer` | [profile](https://github.com/daviswer) | no | CONTRIBUTOR | 4261d | `2026-06-15T02:09:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 191 |
| `evnsnclr` | [profile](https://github.com/evnsnclr) | no | NONE | 1082d | `2026-07-04T15:08:32Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 192 |
| `Heatdh` | [profile](https://github.com/Heatdh) | no | FIRST_TIME_CONTRIBUTOR | 2060d | `2026-07-01T21:42:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 193 |
| `Jeronymous` | [profile](https://github.com/Jeronymous) | no | FIRST_TIME_CONTRIBUTOR | 3571d | `2026-07-10T13:02:21Z` | 1 | 1 | weak | moderate | low | high open PR share |
|
|
@@ -203,6 +204,7 @@
|
|
| 203 |
| `shubhammr21` | [profile](https://github.com/shubhammr21) | no | FIRST_TIME_CONTRIBUTOR | 4155d | `2026-05-22T10:45:10Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 204 |
| `silicon-dispatch-100` | [profile](https://github.com/silicon-dispatch-100) | no | FIRST_TIMER | 3377d | `2026-06-24T06:33:39Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 205 |
| `sisaman` | [profile](https://github.com/sisaman) | no | CONTRIBUTOR | 4905d | `2026-06-17T15:54:08Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 206 |
| `XanxusCrypto` | [profile](https://github.com/XanxusCrypto) | no | CONTRIBUTOR | 3282d | `2026-04-02T09:17:32Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 207 |
| `0Sh1khar` | [profile](https://github.com/0Sh1khar) | no | NONE | 660d | `2026-05-18T14:31:57Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 208 |
| `abcd1927` | [profile](https://github.com/abcd1927) | no | CONTRIBUTOR | 2561d | `2026-05-18T08:06:44Z` | 1 | 0 | strong | low | low | targets high-star repos |
|
|
@@ -248,7 +250,7 @@
|
|
| 248 |
| `csantosbh` | [profile](https://github.com/csantosbh) | no | CONTRIBUTOR | 5103d | `2026-06-04T14:07:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 249 |
| `Danish08654` | [profile](https://github.com/Danish08654) | no | NONE | 561d | `2026-05-28T09:15:36Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 250 |
| `danyalahmed1995` | [profile](https://github.com/danyalahmed1995) | no | CONTRIBUTOR | 2355d | `2026-05-26T00:41:01Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 251 |
-
| `David-Wu1119` | [profile](https://github.com/David-Wu1119) | no |
|
| 252 |
| `DavidJohnQuinlan` | [profile](https://github.com/DavidJohnQuinlan) | no | FIRST_TIME_CONTRIBUTOR | 2501d | `2026-07-09T14:26:35Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 253 |
| `davidnichols-ops` | [profile](https://github.com/davidnichols-ops) | no | NONE | 37d | `2026-07-12T03:57:42Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share |
|
| 254 |
| `delcenjo` | [profile](https://github.com/delcenjo) | no | CONTRIBUTOR | 121d | `2026-06-23T19:12:59Z` | 1 | 0 | strong | high | medium | young account; high recent PR volume; broad repo spread; no visible non-self stars |
|
|
@@ -285,7 +287,7 @@
|
|
| 285 |
| `kfojcik-intel` | [profile](https://github.com/kfojcik-intel) | no | FIRST_TIME_CONTRIBUTOR | 1976d | `2026-05-18T08:12:12Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 286 |
| `kiankyars` | [profile](https://github.com/kiankyars) | no | NONE | 2112d | `2026-05-23T05:32:32Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share |
|
| 287 |
| `kiwigitops` | [profile](https://github.com/kiwigitops) | no | CONTRIBUTOR | 81d | `2026-05-18T23:18:34Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
|
| 288 |
-
| `KKothuri` | [profile](https://github.com/KKothuri) |
|
| 289 |
| `kurtmckee` | [profile](https://github.com/kurtmckee) | no | CONTRIBUTOR | 6391d | `2026-06-12T11:41:21Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread; no visible non-self stars |
|
| 290 |
| `labAxiaoming` | [profile](https://github.com/labAxiaoming) | no | FIRST_TIME_CONTRIBUTOR | 3144d | `2026-07-07T13:04:02Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 291 |
| `lakshmiprasanna07` | [profile](https://github.com/lakshmiprasanna07) | no | NONE | 1219d | `2026-07-03T19:17:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
@@ -336,6 +338,7 @@
|
|
| 336 |
| `RithwikSharma` | [profile](https://github.com/RithwikSharma) | no | NONE | 2171d | `2026-06-20T02:29:20Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 337 |
| `rodriguescarson` | [profile](https://github.com/rodriguescarson) | no | NONE | 4589d | `2026-07-02T17:18:05Z` | 1 | 0 | strong | very high | medium | high recent PR volume; very broad repo spread |
|
| 338 |
| `saadkhaleeq610` | [profile](https://github.com/saadkhaleeq610) | no | NONE | 2359d | `2026-05-17T07:52:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 339 |
| `saitejabandaru-in` | [profile](https://github.com/saitejabandaru-in) | no | NONE | 564d | `2026-06-25T00:20:31Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
|
| 340 |
| `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | NONE | 2554d | `2026-05-23T19:26:01Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 341 |
| `Sarimsaljook` | [profile](https://github.com/Sarimsaljook) | no | NONE | 1930d | `2026-06-27T01:05:09Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
@@ -357,7 +360,7 @@
|
|
| 357 |
| `snehasuman019` | [profile](https://github.com/snehasuman019) | no | NONE | 474d | `2026-05-29T16:36:41Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 358 |
| `snkii` | [profile](https://github.com/snkii) | no | FIRST_TIME_CONTRIBUTOR | 2654d | `2026-07-11T06:10:43Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 359 |
| `someaka` | [profile](https://github.com/someaka) | no | NONE | 1845d | `2026-06-07T17:49:40Z` | 1 | 0 | weak | moderate | medium | high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
|
| 360 |
-
| `souvikDevloper` | [profile](https://github.com/souvikDevloper) |
|
| 361 |
| `srinjoy356` | [profile](https://github.com/srinjoy356) | no | FIRST_TIME_CONTRIBUTOR | 992d | `2026-05-26T18:36:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 362 |
| `sshivampeta` | [profile](https://github.com/sshivampeta) | no | CONTRIBUTOR | 2929d | `2026-07-04T17:25:37Z` | 1 | 0 | weak | moderate | low | high open PR share |
|
| 363 |
| `subin9` | [profile](https://github.com/subin9) | no | FIRST_TIME_CONTRIBUTOR | 1577d | `2026-07-02T05:11:17Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
@@ -505,11 +508,11 @@ Example artifacts:
|
|
| 505 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
|
| 506 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
|
| 507 |
- repo first seen: `2024-02-08T22:19:09Z`
|
| 508 |
-
- repo last seen: `2026-07-
|
| 509 |
- first seen in snapshot: **no**
|
| 510 |
- repo association: **MEMBER**
|
| 511 |
-
- repo primary artifacts: **
|
| 512 |
-
- snapshot authored PRs/issues: **
|
| 513 |
- snapshot discussion activity: **42 comments / 191 reviews / 319 review comments**
|
| 514 |
- account age: **2296 days**
|
| 515 |
- recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
|
|
@@ -518,9 +521,9 @@ Example artifacts:
|
|
| 518 |
- heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
|
| 519 |
|
| 520 |
Example artifacts:
|
|
|
|
| 521 |
- [PR #47304: [docs] MPS graph cache](https://github.com/huggingface/transformers/pull/47304) — open
|
| 522 |
- [PR #47302: [docs] TokenizersBackend fallback](https://github.com/huggingface/transformers/pull/47302) — open
|
| 523 |
-
- [PR #47301: [docs] MTP support](https://github.com/huggingface/transformers/pull/47301) — open
|
| 524 |
- [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
|
| 525 |
- [Issue #28936: [i18n-es] Translating docs to Spanish](https://github.com/huggingface/transformers/issues/28936) — open
|
| 526 |
|
|
@@ -530,12 +533,12 @@ Example artifacts:
|
|
| 530 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
|
| 531 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
|
| 532 |
- repo first seen: `2023-02-24T14:13:29Z`
|
| 533 |
-
- repo last seen: `2026-07-
|
| 534 |
- first seen in snapshot: **no**
|
| 535 |
- repo association: **MEMBER**
|
| 536 |
- repo primary artifacts: **74**
|
| 537 |
- snapshot authored PRs/issues: **70 PRs / 4 issues**
|
| 538 |
-
- snapshot discussion activity: **205 comments /
|
| 539 |
- account age: **2590 days**
|
| 540 |
- recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
|
| 541 |
- public orgs: none visible
|
|
@@ -556,12 +559,12 @@ Example artifacts:
|
|
| 556 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
|
| 557 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
|
| 558 |
- repo first seen: `2025-08-26T12:13:50Z`
|
| 559 |
-
- repo last seen: `2026-07-
|
| 560 |
- first seen in snapshot: **no**
|
| 561 |
- repo association: **MEMBER**
|
| 562 |
- repo primary artifacts: **60**
|
| 563 |
- snapshot authored PRs/issues: **58 PRs / 2 issues**
|
| 564 |
-
- snapshot discussion activity: **
|
| 565 |
- account age: **1991 days**
|
| 566 |
- recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
|
| 567 |
- public orgs: none visible
|
|
@@ -630,12 +633,12 @@ Example artifacts:
|
|
| 630 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1)
|
| 631 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1)
|
| 632 |
- repo first seen: `2023-02-27T14:00:41Z`
|
| 633 |
-
- repo last seen: `2026-07-
|
| 634 |
- first seen in snapshot: **no**
|
| 635 |
- repo association: **MEMBER**
|
| 636 |
-
- repo primary artifacts: **
|
| 637 |
-
- snapshot authored PRs/issues: **
|
| 638 |
-
- snapshot discussion activity: **
|
| 639 |
- account age: **3961 days**
|
| 640 |
- recent public PR activity: **17 PRs** (16 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
|
| 641 |
- public orgs: `huggingface`
|
|
@@ -643,9 +646,9 @@ Example artifacts:
|
|
| 643 |
- heuristic read: **targets high-star repos**
|
| 644 |
|
| 645 |
Example artifacts:
|
|
|
|
| 646 |
- [PR #47142: Cleanup pipelines, stop materializing generators](https://github.com/huggingface/transformers/pull/47142) — closed, merged
|
| 647 |
- [PR #46980: Raise a loud error for missing prefix](https://github.com/huggingface/transformers/pull/46980) — closed, merged
|
| 648 |
-
- [PR #46419: Port ESMC and ESMFold2 to Transformers](https://github.com/huggingface/transformers/pull/46419) — open
|
| 649 |
|
| 650 |
### `sywangyi`
|
| 651 |
|
|
@@ -752,12 +755,12 @@ Example artifacts:
|
|
| 752 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil)
|
| 753 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil)
|
| 754 |
- repo first seen: `2025-07-04T08:41:29Z`
|
| 755 |
-
- repo last seen: `2026-07-
|
| 756 |
- first seen in snapshot: **no**
|
| 757 |
- repo association: **MEMBER**
|
| 758 |
-
- repo primary artifacts: **
|
| 759 |
-
- snapshot authored PRs/issues: **
|
| 760 |
-
- snapshot discussion activity: **87 comments /
|
| 761 |
- account age: **2354 days**
|
| 762 |
- recent public PR activity: **22 PRs** (16 merged / 2 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
|
| 763 |
- public orgs: `huggingface`, `Chouafa`
|
|
@@ -765,9 +768,9 @@ Example artifacts:
|
|
| 765 |
- heuristic read: **—**
|
| 766 |
|
| 767 |
Example artifacts:
|
| 768 |
-
- [PR #
|
|
|
|
| 769 |
- [PR #47243: Executorch exporter fixes](https://github.com/huggingface/transformers/pull/47243) — open
|
| 770 |
-
- [PR #47242: Remove Executorch from CI until latest version is supported and fully tested on CI env](https://github.com/huggingface/transformers/pull/47242) — closed, merged
|
| 771 |
- [Issue #46443: Vision RoPE refactor](https://github.com/huggingface/transformers/issues/46443) — open
|
| 772 |
- [Issue #45571: A nice UX for generating dynamic tensors that break torch.compile/torch.export](https://github.com/huggingface/transformers/issues/45571) — open
|
| 773 |
- [Issue #43682: `torch.compile` and `torch.export` helper function to be moved from `import_utils`](https://github.com/huggingface/transformers/issues/43682) — open
|
|
@@ -936,7 +939,7 @@ Example artifacts:
|
|
| 936 |
Example artifacts:
|
| 937 |
- [PR #47296: Make `MODEL_IDS_TO_TOKENIZERS_BACKEND` capture all DeepSeek R1 distills](https://github.com/huggingface/transformers/pull/47296) — closed, merged
|
| 938 |
- [PR #47245: Be more defensive with `remap_legacy_layer_types` for custom models](https://github.com/huggingface/transformers/pull/47245) — closed, merged
|
| 939 |
-
- [PR #47198: :rotating_light: Fix GPTBigCode and GPTNeoX for the Transformers modelling backend for vLLM](https://github.com/huggingface/transformers/pull/47198) —
|
| 940 |
- [Issue #43522: Weights are not tied when model is loaded onto the `meta` device](https://github.com/huggingface/transformers/issues/43522) — closed
|
| 941 |
- [Issue #42738: BERT-like models with RoPE](https://github.com/huggingface/transformers/issues/42738) — open
|
| 942 |
|
|
@@ -1109,12 +1112,12 @@ Example artifacts:
|
|
| 1109 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aebezzam)
|
| 1110 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aebezzam)
|
| 1111 |
- repo first seen: `2025-07-25T12:59:52Z`
|
| 1112 |
-
- repo last seen: `2026-07-
|
| 1113 |
- first seen in snapshot: **no**
|
| 1114 |
- repo association: **MEMBER**
|
| 1115 |
- repo primary artifacts: **15**
|
| 1116 |
- snapshot authored PRs/issues: **15 PRs / 0 issues**
|
| 1117 |
-
- snapshot discussion activity: **
|
| 1118 |
- account age: **4714 days**
|
| 1119 |
- recent public PR activity: **6 PRs** (3 merged / 0 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
|
| 1120 |
- public orgs: `LCAV`
|
|
@@ -1271,12 +1274,12 @@ Example artifacts:
|
|
| 1271 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan)
|
| 1272 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan)
|
| 1273 |
- repo first seen: `2024-10-17T11:56:32Z`
|
| 1274 |
-
- repo last seen: `2026-07-
|
| 1275 |
- first seen in snapshot: **no**
|
| 1276 |
- repo association: **MEMBER**
|
| 1277 |
- repo primary artifacts: **10**
|
| 1278 |
- snapshot authored PRs/issues: **10 PRs / 0 issues**
|
| 1279 |
-
- snapshot discussion activity: **
|
| 1280 |
- account age: **4501 days**
|
| 1281 |
- recent public PR activity: **49 PRs** (45 merged / 1 closed-unmerged / 3 open; merged rate **92%**, closed-unmerged rate **2%**, open rate **6%**)
|
| 1282 |
- public orgs: `huggingface`
|
|
@@ -2115,12 +2118,12 @@ Example artifacts:
|
|
| 2115 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADovis01)
|
| 2116 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADovis01)
|
| 2117 |
- repo first seen: `2026-06-02T09:04:53Z`
|
| 2118 |
-
- repo last seen: `2026-
|
| 2119 |
- first seen in snapshot: **no**
|
| 2120 |
- repo association: **CONTRIBUTOR**
|
| 2121 |
- repo primary artifacts: **3**
|
| 2122 |
- snapshot authored PRs/issues: **3 PRs / 0 issues**
|
| 2123 |
-
- snapshot discussion activity: **
|
| 2124 |
- account age: **2009 days**
|
| 2125 |
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 2126 |
- public orgs: none visible
|
|
@@ -3476,12 +3479,12 @@ Example artifacts:
|
|
| 3476 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asrishtiii28)
|
| 3477 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asrishtiii28)
|
| 3478 |
- repo first seen: `2026-06-09T09:34:02Z`
|
| 3479 |
-
- repo last seen: `2026-07-
|
| 3480 |
- first seen in snapshot: **no**
|
| 3481 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 3482 |
- repo primary artifacts: **2**
|
| 3483 |
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 3484 |
-
- snapshot discussion activity: **
|
| 3485 |
- account age: **1008 days**
|
| 3486 |
- recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
|
| 3487 |
- public orgs: none visible
|
|
@@ -3489,7 +3492,7 @@ Example artifacts:
|
|
| 3489 |
- heuristic read: **—**
|
| 3490 |
|
| 3491 |
Example artifacts:
|
| 3492 |
-
- [PR #47082: Add RoMa keypoint matcher](https://github.com/huggingface/transformers/pull/47082) — open
|
| 3493 |
- [PR #46542: Vision RoPE refactor](https://github.com/huggingface/transformers/pull/46542) — closed
|
| 3494 |
|
| 3495 |
### `w-Jessamine`
|
|
@@ -3564,12 +3567,12 @@ Example artifacts:
|
|
| 3564 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atomaarsen)
|
| 3565 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atomaarsen)
|
| 3566 |
- repo first seen: `2025-12-02T16:00:11Z`
|
| 3567 |
-
- repo last seen: `2026-07-
|
| 3568 |
- first seen in snapshot: **no**
|
| 3569 |
- repo association: **MEMBER**
|
| 3570 |
- repo primary artifacts: **26**
|
| 3571 |
- snapshot authored PRs/issues: **19 PRs / 7 issues**
|
| 3572 |
-
- snapshot discussion activity: **
|
| 3573 |
- account age: **3012 days**
|
| 3574 |
- recent public PR activity: **52 PRs** (50 merged / 0 closed-unmerged / 2 open; merged rate **96%**, closed-unmerged rate **0%**, open rate **4%**)
|
| 3575 |
- public orgs: `nltk`, `huggingface`, `embeddings-benchmark`, `Hugging-Face-Helping-Hand`
|
|
@@ -4512,6 +4515,28 @@ Example artifacts:
|
|
| 4512 |
- [PR #47179: Add Granite-swa and Granitemoe-swa model support](https://github.com/huggingface/transformers/pull/47179) — open
|
| 4513 |
- [Issue #46645: Add SWA+sink option to Granite models](https://github.com/huggingface/transformers/issues/46645) — open
|
| 4514 |
|
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|
| 4515 |
### `evnsnclr`
|
| 4516 |
|
| 4517 |
- profile: [github.com/evnsnclr](https://github.com/evnsnclr)
|
|
@@ -4842,6 +4867,28 @@ Example artifacts:
|
|
| 4842 |
- [PR #46727: Improve AutoImageProcessor error for unavailable backends](https://github.com/huggingface/transformers/pull/46727) — closed, merged
|
| 4843 |
- [Issue #46726: AutoProcessor reports “Unrecognized image processor” when required vision backend is missing](https://github.com/huggingface/transformers/issues/46726) — closed
|
| 4844 |
|
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|
| 4845 |
### `XanxusCrypto`
|
| 4846 |
|
| 4847 |
- profile: [github.com/XanxusCrypto](https://github.com/XanxusCrypto)
|
|
@@ -5796,7 +5843,7 @@ Example artifacts:
|
|
| 5796 |
- repo first seen: `2026-07-10T06:24:16Z`
|
| 5797 |
- repo last seen: `2026-07-13T21:21:52Z`
|
| 5798 |
- first seen in snapshot: **no**
|
| 5799 |
-
- repo association: **
|
| 5800 |
- repo primary artifacts: **1**
|
| 5801 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5802 |
- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
|
|
@@ -5807,7 +5854,7 @@ Example artifacts:
|
|
| 5807 |
- heuristic read: **high recent PR volume; high open PR share; targets high-star repos**
|
| 5808 |
|
| 5809 |
Example artifacts:
|
| 5810 |
-
- [PR #47238: Fix half-precision torch.compile crash in DETR-family sine position embeddings](https://github.com/huggingface/transformers/pull/47238) —
|
| 5811 |
|
| 5812 |
### `DavidJohnQuinlan`
|
| 5813 |
|
|
@@ -6572,7 +6619,7 @@ Example artifacts:
|
|
| 6572 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKKothuri)
|
| 6573 |
- repo first seen: `2026-07-14T08:59:57Z`
|
| 6574 |
- repo last seen: `2026-07-14T08:59:57Z`
|
| 6575 |
-
- first seen in snapshot: **
|
| 6576 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 6577 |
- repo primary artifacts: **1**
|
| 6578 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
@@ -7636,6 +7683,27 @@ Example artifacts:
|
|
| 7636 |
Example artifacts:
|
| 7637 |
- [PR #46010: fix(cache): StaticCache.get_seq_length() now returns int instead of Tensor](https://github.com/huggingface/transformers/pull/46010) — closed
|
| 7638 |
|
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|
|
| 7639 |
### `saitejabandaru-in`
|
| 7640 |
|
| 7641 |
- profile: [github.com/saitejabandaru-in](https://github.com/saitejabandaru-in)
|
|
@@ -8084,8 +8152,8 @@ Example artifacts:
|
|
| 8084 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AsouvikDevloper)
|
| 8085 |
- repo first seen: `2026-07-12T05:49:14Z`
|
| 8086 |
- repo last seen: `2026-07-14T08:33:13Z`
|
| 8087 |
-
- first seen in snapshot: **
|
| 8088 |
-
- repo association: **
|
| 8089 |
- repo primary artifacts: **1**
|
| 8090 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 8091 |
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
|
@@ -8096,7 +8164,7 @@ Example artifacts:
|
|
| 8096 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 8097 |
|
| 8098 |
Example artifacts:
|
| 8099 |
-
- [PR #47314: Keep user-typed multimodal placeholders out of the placeholder expansion](https://github.com/huggingface/transformers/pull/47314) —
|
| 8100 |
|
| 8101 |
### `srinjoy356`
|
| 8102 |
|
|
@@ -8272,12 +8340,12 @@ Example artifacts:
|
|
| 8272 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avakudo)
|
| 8273 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avakudo)
|
| 8274 |
- repo first seen: `2026-07-13T22:52:41Z`
|
| 8275 |
-
- repo last seen: `2026-07-
|
| 8276 |
- first seen in snapshot: **no**
|
| 8277 |
- repo association: **NONE**
|
| 8278 |
- repo primary artifacts: **1**
|
| 8279 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 8280 |
-
- snapshot discussion activity: **
|
| 8281 |
- account age: **1218 days**
|
| 8282 |
- recent public PR activity: **7 PRs** (1 merged / 0 closed-unmerged / 6 open; merged rate **14%**, closed-unmerged rate **0%**, open rate **86%**)
|
| 8283 |
- public orgs: none visible
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260714T180038Z`
|
| 4 |
+
- Generated: `2026-07-14T18:02:22Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `369`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
|
|
| 14 |
| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 109 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 15 |
| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 107 | 7 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
|
| 16 |
| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-07-19T13:27:51Z` | 101 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 17 |
+
| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 79 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
|
| 18 |
| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 70 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 19 |
| `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 58 | 2 | mixed | low | low | targets high-star repos |
|
| 20 |
| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2025-09-11T21:27:59Z` | 54 | 1 | strong | low | low | targets high-star repos |
|
| 21 |
| `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 51 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 22 |
+
| `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 49 | 0 | strong | low | low | targets high-star repos |
|
| 23 |
| `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-10-14T03:02:06Z` | 44 | 1 | strong | moderate | low | targets high-star repos |
|
| 24 |
| `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 37 | 20 | strong | low | low | targets high-star repos |
|
| 25 |
| `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 37 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
|
| 26 |
| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 35 | 5 | strong | moderate | low | high recent PR volume |
|
| 27 |
+
| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 35 | 4 | strong | low | low | — |
|
| 28 |
| `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 34 | 1 | mixed | low | low | high open PR share; targets high-star repos |
|
| 29 |
| `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 33 | 0 | strong | low | low | targets high-star repos |
|
| 30 |
| `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-04-02T00:38:09Z` | 32 | 0 | strong | low | low | targets high-star repos |
|
|
|
|
| 188 |
| `atharv1945` | [profile](https://github.com/atharv1945) | no | CONTRIBUTOR | 1082d | `2026-06-15T10:52:55Z` | 1 | 1 | strong | low | low | targets high-star repos |
|
| 189 |
| `c1prk` | [profile](https://github.com/c1prk) | no | CONTRIBUTOR | 2143d | `2026-06-23T06:34:53Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 190 |
| `daviswer` | [profile](https://github.com/daviswer) | no | CONTRIBUTOR | 4261d | `2026-06-15T02:09:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 191 |
+
| `debasisdwivedy` | [profile](https://github.com/debasisdwivedy) | yes | FIRST_TIME_CONTRIBUTOR | 3672d | `2026-07-14T15:29:30Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 192 |
| `evnsnclr` | [profile](https://github.com/evnsnclr) | no | NONE | 1082d | `2026-07-04T15:08:32Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 193 |
| `Heatdh` | [profile](https://github.com/Heatdh) | no | FIRST_TIME_CONTRIBUTOR | 2060d | `2026-07-01T21:42:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 194 |
| `Jeronymous` | [profile](https://github.com/Jeronymous) | no | FIRST_TIME_CONTRIBUTOR | 3571d | `2026-07-10T13:02:21Z` | 1 | 1 | weak | moderate | low | high open PR share |
|
|
|
|
| 204 |
| `shubhammr21` | [profile](https://github.com/shubhammr21) | no | FIRST_TIME_CONTRIBUTOR | 4155d | `2026-05-22T10:45:10Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 205 |
| `silicon-dispatch-100` | [profile](https://github.com/silicon-dispatch-100) | no | FIRST_TIMER | 3377d | `2026-06-24T06:33:39Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 206 |
| `sisaman` | [profile](https://github.com/sisaman) | no | CONTRIBUTOR | 4905d | `2026-06-17T15:54:08Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
|
| 207 |
+
| `sohumt123` | [profile](https://github.com/sohumt123) | yes | FIRST_TIME_CONTRIBUTOR | 451d | `2026-07-14T16:42:44Z` | 1 | 1 | weak | high | medium | broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 208 |
| `XanxusCrypto` | [profile](https://github.com/XanxusCrypto) | no | CONTRIBUTOR | 3282d | `2026-04-02T09:17:32Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 209 |
| `0Sh1khar` | [profile](https://github.com/0Sh1khar) | no | NONE | 660d | `2026-05-18T14:31:57Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 210 |
| `abcd1927` | [profile](https://github.com/abcd1927) | no | CONTRIBUTOR | 2561d | `2026-05-18T08:06:44Z` | 1 | 0 | strong | low | low | targets high-star repos |
|
|
|
|
| 250 |
| `csantosbh` | [profile](https://github.com/csantosbh) | no | CONTRIBUTOR | 5103d | `2026-06-04T14:07:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 251 |
| `Danish08654` | [profile](https://github.com/Danish08654) | no | NONE | 561d | `2026-05-28T09:15:36Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 252 |
| `danyalahmed1995` | [profile](https://github.com/danyalahmed1995) | no | CONTRIBUTOR | 2355d | `2026-05-26T00:41:01Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 253 |
+
| `David-Wu1119` | [profile](https://github.com/David-Wu1119) | no | CONTRIBUTOR | 1156d | `2026-07-10T06:24:16Z` | 1 | 0 | mixed | moderate | low | high recent PR volume; high open PR share; targets high-star repos |
|
| 254 |
| `DavidJohnQuinlan` | [profile](https://github.com/DavidJohnQuinlan) | no | FIRST_TIME_CONTRIBUTOR | 2501d | `2026-07-09T14:26:35Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 255 |
| `davidnichols-ops` | [profile](https://github.com/davidnichols-ops) | no | NONE | 37d | `2026-07-12T03:57:42Z` | 1 | 0 | weak | moderate | medium | very new account; high open PR share |
|
| 256 |
| `delcenjo` | [profile](https://github.com/delcenjo) | no | CONTRIBUTOR | 121d | `2026-06-23T19:12:59Z` | 1 | 0 | strong | high | medium | young account; high recent PR volume; broad repo spread; no visible non-self stars |
|
|
|
|
| 287 |
| `kfojcik-intel` | [profile](https://github.com/kfojcik-intel) | no | FIRST_TIME_CONTRIBUTOR | 1976d | `2026-05-18T08:12:12Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 288 |
| `kiankyars` | [profile](https://github.com/kiankyars) | no | NONE | 2112d | `2026-05-23T05:32:32Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share |
|
| 289 |
| `kiwigitops` | [profile](https://github.com/kiwigitops) | no | CONTRIBUTOR | 81d | `2026-05-18T23:18:34Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
|
| 290 |
+
| `KKothuri` | [profile](https://github.com/KKothuri) | no | FIRST_TIME_CONTRIBUTOR | 3216d | `2026-07-14T08:59:57Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
|
| 291 |
| `kurtmckee` | [profile](https://github.com/kurtmckee) | no | CONTRIBUTOR | 6391d | `2026-06-12T11:41:21Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread; no visible non-self stars |
|
| 292 |
| `labAxiaoming` | [profile](https://github.com/labAxiaoming) | no | FIRST_TIME_CONTRIBUTOR | 3144d | `2026-07-07T13:04:02Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 293 |
| `lakshmiprasanna07` | [profile](https://github.com/lakshmiprasanna07) | no | NONE | 1219d | `2026-07-03T19:17:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 338 |
| `RithwikSharma` | [profile](https://github.com/RithwikSharma) | no | NONE | 2171d | `2026-06-20T02:29:20Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 339 |
| `rodriguescarson` | [profile](https://github.com/rodriguescarson) | no | NONE | 4589d | `2026-07-02T17:18:05Z` | 1 | 0 | strong | very high | medium | high recent PR volume; very broad repo spread |
|
| 340 |
| `saadkhaleeq610` | [profile](https://github.com/saadkhaleeq610) | no | NONE | 2359d | `2026-05-17T07:52:23Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 341 |
+
| `sagnikai` | [profile](https://github.com/sagnikai) | yes | FIRST_TIMER | 2557d | `2026-07-14T13:20:23Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 342 |
| `saitejabandaru-in` | [profile](https://github.com/saitejabandaru-in) | no | NONE | 564d | `2026-06-25T00:20:31Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
|
| 343 |
| `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | NONE | 2554d | `2026-05-23T19:26:01Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 344 |
| `Sarimsaljook` | [profile](https://github.com/Sarimsaljook) | no | NONE | 1930d | `2026-06-27T01:05:09Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
|
|
| 360 |
| `snehasuman019` | [profile](https://github.com/snehasuman019) | no | NONE | 474d | `2026-05-29T16:36:41Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 361 |
| `snkii` | [profile](https://github.com/snkii) | no | FIRST_TIME_CONTRIBUTOR | 2654d | `2026-07-11T06:10:43Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 362 |
| `someaka` | [profile](https://github.com/someaka) | no | NONE | 1845d | `2026-06-07T17:49:40Z` | 1 | 0 | weak | moderate | medium | high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
|
| 363 |
+
| `souvikDevloper` | [profile](https://github.com/souvikDevloper) | no | NONE | 1110d | `2026-07-12T05:49:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 364 |
| `srinjoy356` | [profile](https://github.com/srinjoy356) | no | FIRST_TIME_CONTRIBUTOR | 992d | `2026-05-26T18:36:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 365 |
| `sshivampeta` | [profile](https://github.com/sshivampeta) | no | CONTRIBUTOR | 2929d | `2026-07-04T17:25:37Z` | 1 | 0 | weak | moderate | low | high open PR share |
|
| 366 |
| `subin9` | [profile](https://github.com/subin9) | no | FIRST_TIME_CONTRIBUTOR | 1577d | `2026-07-02T05:11:17Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 508 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
|
| 509 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
|
| 510 |
- repo first seen: `2024-02-08T22:19:09Z`
|
| 511 |
+
- repo last seen: `2026-07-14T15:37:22Z`
|
| 512 |
- first seen in snapshot: **no**
|
| 513 |
- repo association: **MEMBER**
|
| 514 |
+
- repo primary artifacts: **81**
|
| 515 |
+
- snapshot authored PRs/issues: **79 PRs / 2 issues**
|
| 516 |
- snapshot discussion activity: **42 comments / 191 reviews / 319 review comments**
|
| 517 |
- account age: **2296 days**
|
| 518 |
- recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
|
|
|
|
| 521 |
- heuristic read: **high recent PR volume; no visible non-self stars; targets high-star repos**
|
| 522 |
|
| 523 |
Example artifacts:
|
| 524 |
+
- [PR #47324: [docs] DeepGEMM requirements](https://github.com/huggingface/transformers/pull/47324) — closed, merged
|
| 525 |
- [PR #47304: [docs] MPS graph cache](https://github.com/huggingface/transformers/pull/47304) — open
|
| 526 |
- [PR #47302: [docs] TokenizersBackend fallback](https://github.com/huggingface/transformers/pull/47302) — open
|
|
|
|
| 527 |
- [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
|
| 528 |
- [Issue #28936: [i18n-es] Translating docs to Spanish](https://github.com/huggingface/transformers/issues/28936) — open
|
| 529 |
|
|
|
|
| 533 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AArthurZucker)
|
| 534 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AArthurZucker)
|
| 535 |
- repo first seen: `2023-02-24T14:13:29Z`
|
| 536 |
+
- repo last seen: `2026-07-14T15:23:01Z`
|
| 537 |
- first seen in snapshot: **no**
|
| 538 |
- repo association: **MEMBER**
|
| 539 |
- repo primary artifacts: **74**
|
| 540 |
- snapshot authored PRs/issues: **70 PRs / 4 issues**
|
| 541 |
+
- snapshot discussion activity: **205 comments / 773 reviews / 1542 review comments**
|
| 542 |
- account age: **2590 days**
|
| 543 |
- recent public PR activity: **60 PRs** (36 merged / 5 closed-unmerged / 19 open; merged rate **60%**, closed-unmerged rate **8%**, open rate **32%**)
|
| 544 |
- public orgs: none visible
|
|
|
|
| 559 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
|
| 560 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
|
| 561 |
- repo first seen: `2025-08-26T12:13:50Z`
|
| 562 |
+
- repo last seen: `2026-07-14T16:58:07Z`
|
| 563 |
- first seen in snapshot: **no**
|
| 564 |
- repo association: **MEMBER**
|
| 565 |
- repo primary artifacts: **60**
|
| 566 |
- snapshot authored PRs/issues: **58 PRs / 2 issues**
|
| 567 |
+
- snapshot discussion activity: **793 comments / 1486 reviews / 6030 review comments**
|
| 568 |
- account age: **1991 days**
|
| 569 |
- recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
|
| 570 |
- public orgs: none visible
|
|
|
|
| 633 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1)
|
| 634 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1)
|
| 635 |
- repo first seen: `2023-02-27T14:00:41Z`
|
| 636 |
+
- repo last seen: `2026-07-14T14:58:03Z`
|
| 637 |
- first seen in snapshot: **no**
|
| 638 |
- repo association: **MEMBER**
|
| 639 |
+
- repo primary artifacts: **49**
|
| 640 |
+
- snapshot authored PRs/issues: **49 PRs / 0 issues**
|
| 641 |
+
- snapshot discussion activity: **915 comments / 360 reviews / 238 review comments**
|
| 642 |
- account age: **3961 days**
|
| 643 |
- recent public PR activity: **17 PRs** (16 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
|
| 644 |
- public orgs: `huggingface`
|
|
|
|
| 646 |
- heuristic read: **targets high-star repos**
|
| 647 |
|
| 648 |
Example artifacts:
|
| 649 |
+
- [PR #47320: Deprecate the old response_schema](https://github.com/huggingface/transformers/pull/47320) — open
|
| 650 |
- [PR #47142: Cleanup pipelines, stop materializing generators](https://github.com/huggingface/transformers/pull/47142) — closed, merged
|
| 651 |
- [PR #46980: Raise a loud error for missing prefix](https://github.com/huggingface/transformers/pull/46980) — closed, merged
|
|
|
|
| 652 |
|
| 653 |
### `sywangyi`
|
| 654 |
|
|
|
|
| 755 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil)
|
| 756 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil)
|
| 757 |
- repo first seen: `2025-07-04T08:41:29Z`
|
| 758 |
+
- repo last seen: `2026-07-14T16:52:07Z`
|
| 759 |
- first seen in snapshot: **no**
|
| 760 |
- repo association: **MEMBER**
|
| 761 |
+
- repo primary artifacts: **39**
|
| 762 |
+
- snapshot authored PRs/issues: **35 PRs / 4 issues**
|
| 763 |
+
- snapshot discussion activity: **87 comments / 516 reviews / 472 review comments**
|
| 764 |
- account age: **2354 days**
|
| 765 |
- recent public PR activity: **22 PRs** (16 merged / 2 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
|
| 766 |
- public orgs: `huggingface`, `Chouafa`
|
|
|
|
| 768 |
- heuristic read: **—**
|
| 769 |
|
| 770 |
Example artifacts:
|
| 771 |
+
- [PR #47323: Fix deepgemm on multiple devices](https://github.com/huggingface/transformers/pull/47323) — open
|
| 772 |
+
- [PR #47313: DeepGEMM shouldn't pad on SM90](https://github.com/huggingface/transformers/pull/47313) — closed, merged
|
| 773 |
- [PR #47243: Executorch exporter fixes](https://github.com/huggingface/transformers/pull/47243) — open
|
|
|
|
| 774 |
- [Issue #46443: Vision RoPE refactor](https://github.com/huggingface/transformers/issues/46443) — open
|
| 775 |
- [Issue #45571: A nice UX for generating dynamic tensors that break torch.compile/torch.export](https://github.com/huggingface/transformers/issues/45571) — open
|
| 776 |
- [Issue #43682: `torch.compile` and `torch.export` helper function to be moved from `import_utils`](https://github.com/huggingface/transformers/issues/43682) — open
|
|
|
|
| 939 |
Example artifacts:
|
| 940 |
- [PR #47296: Make `MODEL_IDS_TO_TOKENIZERS_BACKEND` capture all DeepSeek R1 distills](https://github.com/huggingface/transformers/pull/47296) — closed, merged
|
| 941 |
- [PR #47245: Be more defensive with `remap_legacy_layer_types` for custom models](https://github.com/huggingface/transformers/pull/47245) — closed, merged
|
| 942 |
+
- [PR #47198: :rotating_light: Fix GPTBigCode and GPTNeoX for the Transformers modelling backend for vLLM](https://github.com/huggingface/transformers/pull/47198) — closed, merged
|
| 943 |
- [Issue #43522: Weights are not tied when model is loaded onto the `meta` device](https://github.com/huggingface/transformers/issues/43522) — closed
|
| 944 |
- [Issue #42738: BERT-like models with RoPE](https://github.com/huggingface/transformers/issues/42738) — open
|
| 945 |
|
|
|
|
| 1112 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aebezzam)
|
| 1113 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aebezzam)
|
| 1114 |
- repo first seen: `2025-07-25T12:59:52Z`
|
| 1115 |
+
- repo last seen: `2026-07-14T16:08:34Z`
|
| 1116 |
- first seen in snapshot: **no**
|
| 1117 |
- repo association: **MEMBER**
|
| 1118 |
- repo primary artifacts: **15**
|
| 1119 |
- snapshot authored PRs/issues: **15 PRs / 0 issues**
|
| 1120 |
+
- snapshot discussion activity: **87 comments / 408 reviews / 1045 review comments**
|
| 1121 |
- account age: **4714 days**
|
| 1122 |
- recent public PR activity: **6 PRs** (3 merged / 0 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
|
| 1123 |
- public orgs: `LCAV`
|
|
|
|
| 1274 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABenjaminBossan)
|
| 1275 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABenjaminBossan)
|
| 1276 |
- repo first seen: `2024-10-17T11:56:32Z`
|
| 1277 |
+
- repo last seen: `2026-07-14T12:08:57Z`
|
| 1278 |
- first seen in snapshot: **no**
|
| 1279 |
- repo association: **MEMBER**
|
| 1280 |
- repo primary artifacts: **10**
|
| 1281 |
- snapshot authored PRs/issues: **10 PRs / 0 issues**
|
| 1282 |
+
- snapshot discussion activity: **41 comments / 13 reviews / 15 review comments**
|
| 1283 |
- account age: **4501 days**
|
| 1284 |
- recent public PR activity: **49 PRs** (45 merged / 1 closed-unmerged / 3 open; merged rate **92%**, closed-unmerged rate **2%**, open rate **6%**)
|
| 1285 |
- public orgs: `huggingface`
|
|
|
|
| 2118 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADovis01)
|
| 2119 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADovis01)
|
| 2120 |
- repo first seen: `2026-06-02T09:04:53Z`
|
| 2121 |
+
- repo last seen: `2026-07-14T13:34:20Z`
|
| 2122 |
- first seen in snapshot: **no**
|
| 2123 |
- repo association: **CONTRIBUTOR**
|
| 2124 |
- repo primary artifacts: **3**
|
| 2125 |
- snapshot authored PRs/issues: **3 PRs / 0 issues**
|
| 2126 |
+
- snapshot discussion activity: **1 comments / 3 reviews / 3 review comments**
|
| 2127 |
- account age: **2009 days**
|
| 2128 |
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 2129 |
- public orgs: none visible
|
|
|
|
| 3479 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asrishtiii28)
|
| 3480 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asrishtiii28)
|
| 3481 |
- repo first seen: `2026-06-09T09:34:02Z`
|
| 3482 |
+
- repo last seen: `2026-07-14T17:24:49Z`
|
| 3483 |
- first seen in snapshot: **no**
|
| 3484 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 3485 |
- repo primary artifacts: **2**
|
| 3486 |
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 3487 |
+
- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
|
| 3488 |
- account age: **1008 days**
|
| 3489 |
- recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
|
| 3490 |
- public orgs: none visible
|
|
|
|
| 3492 |
- heuristic read: **—**
|
| 3493 |
|
| 3494 |
Example artifacts:
|
| 3495 |
+
- [PR #47082: Add RoMa keypoint matcher](https://github.com/huggingface/transformers/pull/47082) — open
|
| 3496 |
- [PR #46542: Vision RoPE refactor](https://github.com/huggingface/transformers/pull/46542) — closed
|
| 3497 |
|
| 3498 |
### `w-Jessamine`
|
|
|
|
| 3567 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atomaarsen)
|
| 3568 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atomaarsen)
|
| 3569 |
- repo first seen: `2025-12-02T16:00:11Z`
|
| 3570 |
+
- repo last seen: `2026-07-14T14:03:49Z`
|
| 3571 |
- first seen in snapshot: **no**
|
| 3572 |
- repo association: **MEMBER**
|
| 3573 |
- repo primary artifacts: **26**
|
| 3574 |
- snapshot authored PRs/issues: **19 PRs / 7 issues**
|
| 3575 |
+
- snapshot discussion activity: **68 comments / 157 reviews / 153 review comments**
|
| 3576 |
- account age: **3012 days**
|
| 3577 |
- recent public PR activity: **52 PRs** (50 merged / 0 closed-unmerged / 2 open; merged rate **96%**, closed-unmerged rate **0%**, open rate **4%**)
|
| 3578 |
- public orgs: `nltk`, `huggingface`, `embeddings-benchmark`, `Hugging-Face-Helping-Hand`
|
|
|
|
| 4515 |
- [PR #47179: Add Granite-swa and Granitemoe-swa model support](https://github.com/huggingface/transformers/pull/47179) — open
|
| 4516 |
- [Issue #46645: Add SWA+sink option to Granite models](https://github.com/huggingface/transformers/issues/46645) — open
|
| 4517 |
|
| 4518 |
+
### `debasisdwivedy`
|
| 4519 |
+
|
| 4520 |
+
- profile: [github.com/debasisdwivedy](https://github.com/debasisdwivedy)
|
| 4521 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adebasisdwivedy)
|
| 4522 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adebasisdwivedy)
|
| 4523 |
+
- repo first seen: `2026-07-14T15:29:30Z`
|
| 4524 |
+
- repo last seen: `2026-07-14T15:39:02Z`
|
| 4525 |
+
- first seen in snapshot: **yes**
|
| 4526 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 4527 |
+
- repo primary artifacts: **2**
|
| 4528 |
+
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
| 4529 |
+
- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
|
| 4530 |
+
- account age: **3672 days**
|
| 4531 |
+
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 4532 |
+
- public orgs: none visible
|
| 4533 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 4534 |
+
- heuristic read: **high open PR share; targets high-star repos**
|
| 4535 |
+
|
| 4536 |
+
Example artifacts:
|
| 4537 |
+
- [PR #47322: adding amd quark config class changes](https://github.com/huggingface/transformers/pull/47322) — open
|
| 4538 |
+
- [Issue #47321: AMD quark class not updated](https://github.com/huggingface/transformers/issues/47321) — open
|
| 4539 |
+
|
| 4540 |
### `evnsnclr`
|
| 4541 |
|
| 4542 |
- profile: [github.com/evnsnclr](https://github.com/evnsnclr)
|
|
|
|
| 4867 |
- [PR #46727: Improve AutoImageProcessor error for unavailable backends](https://github.com/huggingface/transformers/pull/46727) — closed, merged
|
| 4868 |
- [Issue #46726: AutoProcessor reports “Unrecognized image processor” when required vision backend is missing](https://github.com/huggingface/transformers/issues/46726) — closed
|
| 4869 |
|
| 4870 |
+
### `sohumt123`
|
| 4871 |
+
|
| 4872 |
+
- profile: [github.com/sohumt123](https://github.com/sohumt123)
|
| 4873 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asohumt123)
|
| 4874 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asohumt123)
|
| 4875 |
+
- repo first seen: `2026-07-14T16:42:44Z`
|
| 4876 |
+
- repo last seen: `2026-07-14T16:43:33Z`
|
| 4877 |
+
- first seen in snapshot: **yes**
|
| 4878 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 4879 |
+
- repo primary artifacts: **2**
|
| 4880 |
+
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
| 4881 |
+
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 4882 |
+
- account age: **451 days**
|
| 4883 |
+
- recent public PR activity: **19 PRs** (0 merged / 2 closed-unmerged / 17 open; merged rate **0%**, closed-unmerged rate **11%**, open rate **89%**)
|
| 4884 |
+
- public orgs: none visible
|
| 4885 |
+
- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
|
| 4886 |
+
- heuristic read: **broad repo spread; high open PR share; no visible non-self stars; targets high-star repos**
|
| 4887 |
+
|
| 4888 |
+
Example artifacts:
|
| 4889 |
+
- [PR #47326: Fix assistant tokens mask when a generation span ends at token index 0 or on stripped whitespace](https://github.com/huggingface/transformers/pull/47326) — open
|
| 4890 |
+
- [Issue #47325: `return_assistant_tokens_mask` masks the rest of the sequence when a `{% generation %}` span ends at token index 0 or on whitespace stripped by the pre-tokenizer](https://github.com/huggingface/transformers/issues/47325) — open
|
| 4891 |
+
|
| 4892 |
### `XanxusCrypto`
|
| 4893 |
|
| 4894 |
- profile: [github.com/XanxusCrypto](https://github.com/XanxusCrypto)
|
|
|
|
| 5843 |
- repo first seen: `2026-07-10T06:24:16Z`
|
| 5844 |
- repo last seen: `2026-07-13T21:21:52Z`
|
| 5845 |
- first seen in snapshot: **no**
|
| 5846 |
+
- repo association: **CONTRIBUTOR**
|
| 5847 |
- repo primary artifacts: **1**
|
| 5848 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5849 |
- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
|
|
|
|
| 5854 |
- heuristic read: **high recent PR volume; high open PR share; targets high-star repos**
|
| 5855 |
|
| 5856 |
Example artifacts:
|
| 5857 |
+
- [PR #47238: Fix half-precision torch.compile crash in DETR-family sine position embeddings](https://github.com/huggingface/transformers/pull/47238) — closed, merged
|
| 5858 |
|
| 5859 |
### `DavidJohnQuinlan`
|
| 5860 |
|
|
|
|
| 6619 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKKothuri)
|
| 6620 |
- repo first seen: `2026-07-14T08:59:57Z`
|
| 6621 |
- repo last seen: `2026-07-14T08:59:57Z`
|
| 6622 |
+
- first seen in snapshot: **no**
|
| 6623 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 6624 |
- repo primary artifacts: **1**
|
| 6625 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
|
|
| 7683 |
Example artifacts:
|
| 7684 |
- [PR #46010: fix(cache): StaticCache.get_seq_length() now returns int instead of Tensor](https://github.com/huggingface/transformers/pull/46010) — closed
|
| 7685 |
|
| 7686 |
+
### `sagnikai`
|
| 7687 |
+
|
| 7688 |
+
- profile: [github.com/sagnikai](https://github.com/sagnikai)
|
| 7689 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asagnikai)
|
| 7690 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asagnikai)
|
| 7691 |
+
- repo first seen: `2026-07-14T13:20:23Z`
|
| 7692 |
+
- repo last seen: `2026-07-14T13:20:23Z`
|
| 7693 |
+
- first seen in snapshot: **yes**
|
| 7694 |
+
- repo association: **FIRST_TIMER**
|
| 7695 |
+
- repo primary artifacts: **1**
|
| 7696 |
+
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 7697 |
+
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 7698 |
+
- account age: **2557 days**
|
| 7699 |
+
- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
|
| 7700 |
+
- public orgs: none visible
|
| 7701 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 7702 |
+
- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
|
| 7703 |
+
|
| 7704 |
+
Example artifacts:
|
| 7705 |
+
- [PR #47319: Fix PPFormulaNet training loss: prevent incorrect label shift in ForCausalLMLoss](https://github.com/huggingface/transformers/pull/47319) — closed
|
| 7706 |
+
|
| 7707 |
### `saitejabandaru-in`
|
| 7708 |
|
| 7709 |
- profile: [github.com/saitejabandaru-in](https://github.com/saitejabandaru-in)
|
|
|
|
| 8152 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AsouvikDevloper)
|
| 8153 |
- repo first seen: `2026-07-12T05:49:14Z`
|
| 8154 |
- repo last seen: `2026-07-14T08:33:13Z`
|
| 8155 |
+
- first seen in snapshot: **no**
|
| 8156 |
+
- repo association: **NONE**
|
| 8157 |
- repo primary artifacts: **1**
|
| 8158 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 8159 |
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
|
|
|
| 8164 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 8165 |
|
| 8166 |
Example artifacts:
|
| 8167 |
+
- [PR #47314: Keep user-typed multimodal placeholders out of the placeholder expansion](https://github.com/huggingface/transformers/pull/47314) — closed
|
| 8168 |
|
| 8169 |
### `srinjoy356`
|
| 8170 |
|
|
|
|
| 8340 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avakudo)
|
| 8341 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avakudo)
|
| 8342 |
- repo first seen: `2026-07-13T22:52:41Z`
|
| 8343 |
+
- repo last seen: `2026-07-14T12:31:06Z`
|
| 8344 |
- first seen in snapshot: **no**
|
| 8345 |
- repo association: **NONE**
|
| 8346 |
- repo primary artifacts: **1**
|
| 8347 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 8348 |
+
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 8349 |
- account age: **1218 days**
|
| 8350 |
- recent public PR activity: **7 PRs** (1 merged / 0 closed-unmerged / 6 open; merged rate **14%**, closed-unmerged rate **0%**, open rate **86%**)
|
| 8351 |
- public orgs: none visible
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new_contributors.parquet
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@@ -512,7 +512,7 @@
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| 1360 |
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| 1361 |
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| 1388 |
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| 1410 |
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| 1412 |
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|
| 1428 |
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|
| 1429 |
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| 1611 |
"shared_filenames": [
|
| 1612 |
"tests/quantization/compressed_tensors_integration/test_compressed_models.py"
|
| 1613 |
],
|
|
@@ -1620,8 +1918,8 @@
|
|
| 1620 |
{
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"left_pr_number": 45480,
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"right_pr_number": 46303,
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-
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"size_similarity": 0.23,
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"breadth_similarity": 1.0,
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| 1627 |
"concentration_similarity": 0.71,
|
|
@@ -1651,7 +1949,7 @@
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|
| 1651 |
"left_pr_number": 43747,
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"right_pr_number": 45699,
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"similarity": 0.295,
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-
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"size_similarity": 0.127,
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| 1656 |
"breadth_similarity": 0.311,
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| 1657 |
"concentration_similarity": 0.725,
|
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@@ -1689,29 +1987,28 @@
|
|
| 1689 |
"pr_numbers": [
|
| 1690 |
44385,
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| 1691 |
44615,
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| 1692 |
-
45060,
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| 1693 |
46152,
|
| 1694 |
46995,
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|
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| 1695 |
47318
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| 1696 |
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| 1697 |
-
"representative_pr_number":
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| 1698 |
-
"average_similarity": 0.
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| 1699 |
-
"summary": "6 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #
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| 1700 |
"shared_filenames": [
|
| 1701 |
"src/transformers/utils/import_utils.py"
|
| 1702 |
],
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| 1703 |
"shared_directories": [
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| 1704 |
"src/transformers/utils",
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| 1705 |
"src/transformers",
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| 1706 |
-
"src"
|
| 1707 |
-
"tests"
|
| 1708 |
],
|
| 1709 |
"pairwise": [
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| 1710 |
{
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| 1711 |
"left_pr_number": 44615,
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| 1712 |
"right_pr_number": 46152,
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| 1713 |
-
"similarity": 0.
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-
"content_similarity": 0.
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| 1715 |
"size_similarity": 0.583,
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| 1716 |
"breadth_similarity": 1.0,
|
| 1717 |
"concentration_similarity": 1.0,
|
|
@@ -1727,8 +2024,8 @@
|
|
| 1727 |
{
|
| 1728 |
"left_pr_number": 44615,
|
| 1729 |
"right_pr_number": 46995,
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-
"similarity": 0.
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-
"content_similarity": 0.
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| 1732 |
"size_similarity": 0.229,
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| 1733 |
"breadth_similarity": 1.0,
|
| 1734 |
"concentration_similarity": 1.0,
|
|
@@ -1744,8 +2041,8 @@
|
|
| 1744 |
{
|
| 1745 |
"left_pr_number": 46152,
|
| 1746 |
"right_pr_number": 46995,
|
| 1747 |
-
"similarity": 0.
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| 1748 |
-
"content_similarity": 0.
|
| 1749 |
"size_similarity": 0.133,
|
| 1750 |
"breadth_similarity": 1.0,
|
| 1751 |
"concentration_similarity": 1.0,
|
|
@@ -1761,8 +2058,8 @@
|
|
| 1761 |
{
|
| 1762 |
"left_pr_number": 46152,
|
| 1763 |
"right_pr_number": 47318,
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| 1764 |
-
"similarity": 0.
|
| 1765 |
-
"content_similarity": 0.
|
| 1766 |
"size_similarity": 0.833,
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| 1767 |
"breadth_similarity": 0.333,
|
| 1768 |
"concentration_similarity": 0.625,
|
|
@@ -1776,13 +2073,13 @@
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| 1776 |
]
|
| 1777 |
},
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| 1778 |
{
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-
"left_pr_number":
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| 1780 |
-
"right_pr_number":
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-
"similarity": 0.
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-
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-
"size_similarity": 0.
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-
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| 1786 |
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| 1787 |
"src/transformers/utils/import_utils.py"
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],
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@@ -1793,13 +2090,13 @@
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-
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| 1803 |
"shared_filenames": [
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| 1804 |
"src/transformers/utils/import_utils.py"
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],
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@@ -1813,7 +2110,7 @@
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| 1813 |
"left_pr_number": 44385,
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| 1814 |
"right_pr_number": 44615,
|
| 1815 |
"similarity": 0.402,
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| 1816 |
-
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|
| 1817 |
"size_similarity": 0.371,
|
| 1818 |
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|
| 1819 |
"concentration_similarity": 1.0,
|
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@@ -1829,8 +2126,8 @@
|
|
| 1829 |
{
|
| 1830 |
"left_pr_number": 44615,
|
| 1831 |
"right_pr_number": 47318,
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| 1832 |
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|
| 1833 |
-
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| 1834 |
"size_similarity": 0.486,
|
| 1835 |
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|
| 1836 |
"concentration_similarity": 0.625,
|
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@@ -1844,31 +2141,30 @@
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|
| 1844 |
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|
| 1845 |
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|
| 1846 |
{
|
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| 1854 |
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|
| 1856 |
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"src/transformers/utils",
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"src/transformers",
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-
"src"
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-
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{
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| 1872 |
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| 1873 |
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@@ -1879,13 +2175,13 @@
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]
|
| 1880 |
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{
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|
| 1889 |
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|
| 1890 |
"src/transformers/utils/import_utils.py"
|
| 1891 |
],
|
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@@ -1896,12 +2192,12 @@
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]
|
| 1897 |
},
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{
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| 1904 |
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|
| 1905 |
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|
| 1906 |
"shared_filenames": [
|
| 1907 |
"src/transformers/utils/import_utils.py"
|
|
@@ -1913,13 +2209,13 @@
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| 1913 |
]
|
| 1914 |
},
|
| 1915 |
{
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-
"left_pr_number":
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"right_pr_number":
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| 1919 |
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"size_similarity": 0.
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-
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| 1922 |
-
"concentration_similarity": 0.
|
| 1923 |
"shared_filenames": [
|
| 1924 |
"src/transformers/utils/import_utils.py"
|
| 1925 |
],
|
|
@@ -1930,13 +2226,13 @@
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|
| 1930 |
]
|
| 1931 |
},
|
| 1932 |
{
|
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-
"left_pr_number":
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"right_pr_number":
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-
"similarity": 0.
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| 1936 |
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"content_similarity": 0.
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| 1937 |
-
"size_similarity": 0.
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-
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|
| 1939 |
-
"concentration_similarity": 0.
|
| 1940 |
"shared_filenames": [
|
| 1941 |
"src/transformers/utils/import_utils.py"
|
| 1942 |
],
|
|
@@ -1947,13 +2243,13 @@
|
|
| 1947 |
]
|
| 1948 |
},
|
| 1949 |
{
|
| 1950 |
-
"left_pr_number":
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-
"right_pr_number":
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-
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|
| 1953 |
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|
| 1954 |
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| 1955 |
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|
| 1956 |
-
"concentration_similarity": 0.
|
| 1957 |
"shared_filenames": [
|
| 1958 |
"src/transformers/utils/import_utils.py"
|
| 1959 |
],
|
|
@@ -2263,7 +2559,7 @@
|
|
| 2263 |
{
|
| 2264 |
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|
| 2265 |
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|
| 2266 |
-
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| 2267 |
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| 2268 |
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| 2269 |
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|
|
@@ -2912,216 +3208,83 @@
|
|
| 2912 |
]
|
| 2913 |
},
|
| 2914 |
{
|
| 2915 |
-
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| 2916 |
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| 2917 |
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| 2918 |
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| 2919 |
-
"size_similarity": 0.392,
|
| 2920 |
-
"breadth_similarity": 0.325,
|
| 2921 |
-
"concentration_similarity": 0.92,
|
| 2922 |
-
"shared_filenames": [
|
| 2923 |
-
"src/transformers/models/gemma4/modeling_gemma4.py",
|
| 2924 |
-
"src/transformers/models/gemma4/modular_gemma4.py"
|
| 2925 |
-
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|
| 2926 |
-
"shared_directories": [
|
| 2927 |
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"src/transformers/models/gemma4",
|
| 2928 |
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"src/transformers/models",
|
| 2929 |
-
"src/transformers",
|
| 2930 |
-
"src"
|
| 2931 |
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|
| 2932 |
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|
| 2933 |
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{
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| 2934 |
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| 2935 |
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| 2936 |
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|
| 2937 |
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| 2938 |
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| 2939 |
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| 2940 |
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"concentration_similarity": 0.499,
|
| 2941 |
-
"shared_filenames": [
|
| 2942 |
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"src/transformers/models/gemma4/modeling_gemma4.py",
|
| 2943 |
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"src/transformers/models/gemma4/modular_gemma4.py"
|
| 2944 |
-
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|
| 2945 |
-
"shared_directories": [
|
| 2946 |
-
"src/transformers/models/gemma4",
|
| 2947 |
-
"src/transformers/models",
|
| 2948 |
-
"src/transformers",
|
| 2949 |
-
"tests/models",
|
| 2950 |
-
"src",
|
| 2951 |
-
"tests"
|
| 2952 |
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]
|
| 2953 |
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},
|
| 2954 |
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{
|
| 2955 |
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| 2956 |
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| 2957 |
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|
| 2958 |
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|
| 2959 |
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|
| 2960 |
-
"breadth_similarity": 0.561,
|
| 2961 |
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"concentration_similarity": 0.51,
|
| 2962 |
-
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|
| 2963 |
-
"src/transformers/models/gemma4/modeling_gemma4.py",
|
| 2964 |
-
"src/transformers/models/gemma4/modular_gemma4.py"
|
| 2965 |
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|
| 2966 |
-
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|
| 2967 |
-
"src/transformers/models/gemma4",
|
| 2968 |
-
"src/transformers/models",
|
| 2969 |
-
"src/transformers",
|
| 2970 |
-
"tests/models",
|
| 2971 |
-
"src",
|
| 2972 |
-
"tests"
|
| 2973 |
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|
| 2974 |
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|
| 2975 |
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{
|
| 2976 |
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|
| 2977 |
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|
| 2978 |
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|
| 2979 |
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|
| 2980 |
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|
| 2981 |
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|
| 2982 |
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|
| 2983 |
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|
| 2984 |
-
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|
| 2985 |
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"src/transformers/models/gemma4/modular_gemma4.py"
|
| 2986 |
-
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|
| 2987 |
-
"shared_directories": [
|
| 2988 |
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"src/transformers/models/gemma4",
|
| 2989 |
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"src/transformers/models",
|
| 2990 |
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"src/transformers",
|
| 2991 |
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"src"
|
| 2992 |
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]
|
| 2993 |
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}
|
| 2994 |
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]
|
| 2995 |
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},
|
| 2996 |
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{
|
| 2997 |
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"cluster_id": "pr-scope-41606-4",
|
| 2998 |
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| 2999 |
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| 3000 |
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| 3001 |
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| 3002 |
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47314
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| 3003 |
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| 3004 |
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|
| 3005 |
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|
| 3006 |
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|
| 3007 |
-
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| 3008 |
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|
| 3009 |
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| 3010 |
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| 3011 |
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| 3012 |
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| 3013 |
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| 3014 |
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| 3015 |
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| 3016 |
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| 3017 |
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| 3018 |
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{
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| 3019 |
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| 3020 |
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| 3021 |
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| 3022 |
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| 3023 |
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| 3025 |
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| 3026 |
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| 3027 |
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|
| 3028 |
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|
| 3029 |
-
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|
| 3030 |
-
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|
| 3031 |
-
"src/transformers",
|
| 3032 |
-
"src",
|
| 3033 |
-
"tests"
|
| 3034 |
-
]
|
| 3035 |
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},
|
| 3036 |
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{
|
| 3037 |
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| 3038 |
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| 3040 |
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| 3041 |
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|
| 3042 |
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|
| 3043 |
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"concentration_similarity": 0.881,
|
| 3044 |
-
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|
| 3045 |
-
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|
| 3046 |
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|
| 3047 |
-
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|
| 3048 |
-
"shared_directories": [
|
| 3049 |
-
"src/transformers",
|
| 3050 |
-
"src",
|
| 3051 |
-
"tests"
|
| 3052 |
-
]
|
| 3053 |
-
},
|
| 3054 |
-
{
|
| 3055 |
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|
| 3056 |
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|
| 3057 |
-
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|
| 3058 |
-
"content_similarity": 0.454,
|
| 3059 |
-
"size_similarity": 0.331,
|
| 3060 |
-
"breadth_similarity": 0.75,
|
| 3061 |
-
"concentration_similarity": 0.802,
|
| 3062 |
"shared_filenames": [
|
| 3063 |
-
"src/transformers/
|
| 3064 |
-
"
|
| 3065 |
],
|
| 3066 |
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|
|
|
|
|
|
| 3067 |
"src/transformers",
|
| 3068 |
-
"src"
|
| 3069 |
-
"tests"
|
| 3070 |
]
|
| 3071 |
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|
| 3072 |
{
|
| 3073 |
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| 3074 |
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| 3076 |
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| 3077 |
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| 3079 |
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| 3080 |
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|
| 3081 |
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|
| 3082 |
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"
|
| 3083 |
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|
| 3084 |
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|
|
|
|
|
|
| 3085 |
"src/transformers",
|
|
|
|
| 3086 |
"src",
|
| 3087 |
"tests"
|
| 3088 |
]
|
| 3089 |
},
|
| 3090 |
{
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| 3091 |
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"left_pr_number":
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| 3092 |
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| 3095 |
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| 3096 |
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|
| 3097 |
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|
| 3098 |
"shared_filenames": [
|
| 3099 |
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"src/transformers/
|
| 3100 |
-
"
|
| 3101 |
],
|
| 3102 |
"shared_directories": [
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|
|
|
|
|
|
| 3103 |
"src/transformers",
|
|
|
|
| 3104 |
"src",
|
| 3105 |
"tests"
|
| 3106 |
]
|
| 3107 |
},
|
| 3108 |
{
|
| 3109 |
-
"left_pr_number":
|
| 3110 |
-
"right_pr_number":
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| 3111 |
-
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| 3112 |
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| 3113 |
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| 3114 |
-
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|
| 3115 |
-
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|
| 3116 |
"shared_filenames": [
|
| 3117 |
-
"src/transformers/
|
| 3118 |
-
"src/transformers/
|
| 3119 |
-
"tests/test_processing_common.py"
|
| 3120 |
],
|
| 3121 |
"shared_directories": [
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|
|
|
|
|
|
| 3122 |
"src/transformers",
|
| 3123 |
-
"src"
|
| 3124 |
-
"tests"
|
| 3125 |
]
|
| 3126 |
}
|
| 3127 |
]
|
|
@@ -3214,7 +3377,7 @@
|
|
| 3214 |
"left_pr_number": 45317,
|
| 3215 |
"right_pr_number": 47017,
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| 3216 |
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| 3217 |
-
"content_similarity": 0.
|
| 3218 |
"size_similarity": 0.229,
|
| 3219 |
"breadth_similarity": 1.0,
|
| 3220 |
"concentration_similarity": 0.756,
|
|
@@ -3232,7 +3395,7 @@
|
|
| 3232 |
{
|
| 3233 |
"left_pr_number": 46580,
|
| 3234 |
"right_pr_number": 47017,
|
| 3235 |
-
"similarity": 0.
|
| 3236 |
"content_similarity": 0.453,
|
| 3237 |
"size_similarity": 0.237,
|
| 3238 |
"breadth_similarity": 0.5,
|
|
@@ -3285,8 +3448,8 @@
|
|
| 3285 |
{
|
| 3286 |
"left_pr_number": 33686,
|
| 3287 |
"right_pr_number": 44550,
|
| 3288 |
-
"similarity": 0.
|
| 3289 |
-
"content_similarity": 0.
|
| 3290 |
"size_similarity": 1.0,
|
| 3291 |
"breadth_similarity": 1.0,
|
| 3292 |
"concentration_similarity": 1.0,
|
|
@@ -3301,8 +3464,8 @@
|
|
| 3301 |
{
|
| 3302 |
"left_pr_number": 44407,
|
| 3303 |
"right_pr_number": 44550,
|
| 3304 |
-
"similarity": 0.
|
| 3305 |
-
"content_similarity": 0.
|
| 3306 |
"size_similarity": 0.957,
|
| 3307 |
"breadth_similarity": 1.0,
|
| 3308 |
"concentration_similarity": 1.0,
|
|
@@ -3316,8 +3479,8 @@
|
|
| 3316 |
{
|
| 3317 |
"left_pr_number": 44550,
|
| 3318 |
"right_pr_number": 47301,
|
| 3319 |
-
"similarity": 0.
|
| 3320 |
-
"content_similarity": 0.
|
| 3321 |
"size_similarity": 0.909,
|
| 3322 |
"breadth_similarity": 1.0,
|
| 3323 |
"concentration_similarity": 1.0,
|
|
@@ -3332,7 +3495,7 @@
|
|
| 3332 |
"left_pr_number": 33686,
|
| 3333 |
"right_pr_number": 44407,
|
| 3334 |
"similarity": 0.355,
|
| 3335 |
-
"content_similarity": 0.
|
| 3336 |
"size_similarity": 0.957,
|
| 3337 |
"breadth_similarity": 1.0,
|
| 3338 |
"concentration_similarity": 1.0,
|
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@@ -3347,7 +3510,7 @@
|
|
| 3347 |
"left_pr_number": 33686,
|
| 3348 |
"right_pr_number": 47301,
|
| 3349 |
"similarity": 0.35,
|
| 3350 |
-
"content_similarity": 0.
|
| 3351 |
"size_similarity": 0.909,
|
| 3352 |
"breadth_similarity": 1.0,
|
| 3353 |
"concentration_similarity": 1.0,
|
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@@ -3362,7 +3525,7 @@
|
|
| 3362 |
"left_pr_number": 44407,
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| 3363 |
"right_pr_number": 47301,
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| 3364 |
"similarity": 0.348,
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| 3365 |
-
"content_similarity": 0.
|
| 3366 |
"size_similarity": 0.87,
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| 3367 |
"breadth_similarity": 1.0,
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| 3368 |
"concentration_similarity": 1.0,
|
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@@ -3395,10 +3558,10 @@
|
|
| 3395 |
"pairwise": [
|
| 3396 |
{
|
| 3397 |
"left_pr_number": 46319,
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| 3398 |
-
"right_pr_number":
|
| 3399 |
"similarity": 0.362,
|
| 3400 |
-
"content_similarity": 0.
|
| 3401 |
-
"size_similarity": 0.
|
| 3402 |
"breadth_similarity": 1.0,
|
| 3403 |
"concentration_similarity": 1.0,
|
| 3404 |
"shared_filenames": [],
|
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@@ -3410,10 +3573,10 @@
|
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| 3410 |
},
|
| 3411 |
{
|
| 3412 |
"left_pr_number": 46319,
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-
"right_pr_number":
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-
"similarity": 0.
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| 3415 |
-
"content_similarity": 0.
|
| 3416 |
-
"size_similarity": 0.
|
| 3417 |
"breadth_similarity": 1.0,
|
| 3418 |
"concentration_similarity": 1.0,
|
| 3419 |
"shared_filenames": [],
|
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@@ -3426,7 +3589,7 @@
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| 3426 |
{
|
| 3427 |
"left_pr_number": 46889,
|
| 3428 |
"right_pr_number": 47212,
|
| 3429 |
-
"similarity": 0.
|
| 3430 |
"content_similarity": 0.082,
|
| 3431 |
"size_similarity": 1.0,
|
| 3432 |
"breadth_similarity": 1.0,
|
|
@@ -3441,8 +3604,8 @@
|
|
| 3441 |
{
|
| 3442 |
"left_pr_number": 47212,
|
| 3443 |
"right_pr_number": 47304,
|
| 3444 |
-
"similarity": 0.
|
| 3445 |
-
"content_similarity": 0.
|
| 3446 |
"size_similarity": 0.921,
|
| 3447 |
"breadth_similarity": 1.0,
|
| 3448 |
"concentration_similarity": 1.0,
|
|
@@ -3471,7 +3634,7 @@
|
|
| 3471 |
{
|
| 3472 |
"left_pr_number": 46889,
|
| 3473 |
"right_pr_number": 47304,
|
| 3474 |
-
"similarity": 0.
|
| 3475 |
"content_similarity": 0.088,
|
| 3476 |
"size_similarity": 0.921,
|
| 3477 |
"breadth_similarity": 1.0,
|
|
@@ -3669,7 +3832,7 @@
|
|
| 3669 |
47303
|
| 3670 |
],
|
| 3671 |
"representative_pr_number": 47140,
|
| 3672 |
-
"average_similarity": 0.
|
| 3673 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/cli/chat.py`, `tests/cli/test_chat.py`; representative PR #47140.",
|
| 3674 |
"shared_filenames": [
|
| 3675 |
"src/transformers/cli/chat.py",
|
|
@@ -3706,8 +3869,8 @@
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| 3706 |
{
|
| 3707 |
"left_pr_number": 46567,
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| 3708 |
"right_pr_number": 47140,
|
| 3709 |
-
"similarity": 0.
|
| 3710 |
-
"content_similarity": 0.
|
| 3711 |
"size_similarity": 0.963,
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| 3712 |
"breadth_similarity": 1.0,
|
| 3713 |
"concentration_similarity": 0.796,
|
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@@ -3818,85 +3981,77 @@
|
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| 3818 |
]
|
| 3819 |
},
|
| 3820 |
{
|
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-
"cluster_id": "pr-scope-
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"pr_numbers": [
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-
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-
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-
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],
|
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"representative_pr_number":
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"average_similarity": 0.
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| 3829 |
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"summary": "3 open PRs share weighted file overlap around `
|
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"shared_filenames": [
|
| 3831 |
-
"
|
| 3832 |
-
"src/transformers/processing_utils.py"
|
| 3833 |
],
|
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"shared_directories": [
|
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-
"
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-
"
|
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"src/transformers",
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-
"tests",
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"src"
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],
|
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"pairwise": [
|
| 3842 |
{
|
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-
"left_pr_number":
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| 3844 |
-
"right_pr_number":
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| 3845 |
-
"similarity": 0.
|
| 3846 |
-
"content_similarity": 0.
|
| 3847 |
-
"size_similarity": 0.
|
| 3848 |
"breadth_similarity": 1.0,
|
| 3849 |
-
"concentration_similarity":
|
| 3850 |
"shared_filenames": [
|
| 3851 |
-
"src/transformers/
|
| 3852 |
-
"tests/models/auto/test_processor_auto.py"
|
| 3853 |
],
|
| 3854 |
"shared_directories": [
|
| 3855 |
-
"
|
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| 3856 |
"src/transformers",
|
| 3857 |
-
"
|
| 3858 |
-
"src",
|
| 3859 |
-
"tests"
|
| 3860 |
]
|
| 3861 |
},
|
| 3862 |
{
|
| 3863 |
-
"left_pr_number":
|
| 3864 |
-
"right_pr_number":
|
| 3865 |
-
"similarity": 0.
|
| 3866 |
-
"content_similarity": 0.
|
| 3867 |
-
"size_similarity": 0.
|
| 3868 |
-
"breadth_similarity":
|
| 3869 |
-
"concentration_similarity":
|
| 3870 |
"shared_filenames": [
|
| 3871 |
-
"src/transformers/
|
| 3872 |
-
"tests/models/auto/test_processor_auto.py"
|
| 3873 |
],
|
| 3874 |
"shared_directories": [
|
| 3875 |
-
"
|
|
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|
| 3876 |
"src/transformers",
|
| 3877 |
-
"
|
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-
"src",
|
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-
"tests"
|
| 3880 |
]
|
| 3881 |
},
|
| 3882 |
{
|
| 3883 |
-
"left_pr_number":
|
| 3884 |
-
"right_pr_number":
|
| 3885 |
-
"similarity": 0.
|
| 3886 |
-
"content_similarity": 0.
|
| 3887 |
-
"size_similarity": 0.
|
| 3888 |
-
"breadth_similarity":
|
| 3889 |
-
"concentration_similarity":
|
| 3890 |
"shared_filenames": [
|
| 3891 |
-
"src/transformers/
|
| 3892 |
-
"tests/models/auto/test_processor_auto.py"
|
| 3893 |
],
|
| 3894 |
"shared_directories": [
|
| 3895 |
-
"
|
|
|
|
| 3896 |
"src/transformers",
|
| 3897 |
-
"
|
| 3898 |
-
"src",
|
| 3899 |
-
"tests"
|
| 3900 |
]
|
| 3901 |
}
|
| 3902 |
]
|
|
@@ -3909,7 +4064,7 @@
|
|
| 3909 |
44676
|
| 3910 |
],
|
| 3911 |
"representative_pr_number": 44059,
|
| 3912 |
-
"average_similarity": 0.
|
| 3913 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
|
| 3914 |
"shared_filenames": [
|
| 3915 |
"src/transformers/models/gpt2/modeling_gpt2.py"
|
|
@@ -3942,8 +4097,8 @@
|
|
| 3942 |
{
|
| 3943 |
"left_pr_number": 44015,
|
| 3944 |
"right_pr_number": 44059,
|
| 3945 |
-
"similarity": 0.
|
| 3946 |
-
"content_similarity": 0.
|
| 3947 |
"size_similarity": 0.543,
|
| 3948 |
"breadth_similarity": 0.333,
|
| 3949 |
"concentration_similarity": 0.488,
|
|
@@ -3960,8 +4115,8 @@
|
|
| 3960 |
{
|
| 3961 |
"left_pr_number": 44015,
|
| 3962 |
"right_pr_number": 44676,
|
| 3963 |
-
"similarity": 0.
|
| 3964 |
-
"content_similarity": 0.
|
| 3965 |
"size_similarity": 0.034,
|
| 3966 |
"breadth_similarity": 0.333,
|
| 3967 |
"concentration_similarity": 0.488,
|
|
@@ -3977,82 +4132,6 @@
|
|
| 3977 |
}
|
| 3978 |
]
|
| 3979 |
},
|
| 3980 |
-
{
|
| 3981 |
-
"cluster_id": "pr-scope-45570-3",
|
| 3982 |
-
"pr_numbers": [
|
| 3983 |
-
45570,
|
| 3984 |
-
46795,
|
| 3985 |
-
47150
|
| 3986 |
-
],
|
| 3987 |
-
"representative_pr_number": 46795,
|
| 3988 |
-
"average_similarity": 0.574,
|
| 3989 |
-
"summary": "3 open PRs share weighted file overlap around `src/transformers/models/whisper/generation_whisper.py`; representative PR #46795.",
|
| 3990 |
-
"shared_filenames": [
|
| 3991 |
-
"src/transformers/models/whisper/generation_whisper.py"
|
| 3992 |
-
],
|
| 3993 |
-
"shared_directories": [
|
| 3994 |
-
"src/transformers/models/whisper",
|
| 3995 |
-
"src/transformers/models",
|
| 3996 |
-
"src/transformers",
|
| 3997 |
-
"src"
|
| 3998 |
-
],
|
| 3999 |
-
"pairwise": [
|
| 4000 |
-
{
|
| 4001 |
-
"left_pr_number": 46795,
|
| 4002 |
-
"right_pr_number": 47150,
|
| 4003 |
-
"similarity": 0.898,
|
| 4004 |
-
"content_similarity": 0.997,
|
| 4005 |
-
"size_similarity": 0.333,
|
| 4006 |
-
"breadth_similarity": 1.0,
|
| 4007 |
-
"concentration_similarity": 1.0,
|
| 4008 |
-
"shared_filenames": [
|
| 4009 |
-
"src/transformers/models/whisper/generation_whisper.py"
|
| 4010 |
-
],
|
| 4011 |
-
"shared_directories": [
|
| 4012 |
-
"src/transformers/models/whisper",
|
| 4013 |
-
"src/transformers/models",
|
| 4014 |
-
"src/transformers",
|
| 4015 |
-
"src"
|
| 4016 |
-
]
|
| 4017 |
-
},
|
| 4018 |
-
{
|
| 4019 |
-
"left_pr_number": 45570,
|
| 4020 |
-
"right_pr_number": 46795,
|
| 4021 |
-
"similarity": 0.445,
|
| 4022 |
-
"content_similarity": 0.341,
|
| 4023 |
-
"size_similarity": 0.375,
|
| 4024 |
-
"breadth_similarity": 1.0,
|
| 4025 |
-
"concentration_similarity": 1.0,
|
| 4026 |
-
"shared_filenames": [
|
| 4027 |
-
"src/transformers/models/whisper/generation_whisper.py"
|
| 4028 |
-
],
|
| 4029 |
-
"shared_directories": [
|
| 4030 |
-
"src/transformers/models/whisper",
|
| 4031 |
-
"src/transformers/models",
|
| 4032 |
-
"src/transformers",
|
| 4033 |
-
"src"
|
| 4034 |
-
]
|
| 4035 |
-
},
|
| 4036 |
-
{
|
| 4037 |
-
"left_pr_number": 45570,
|
| 4038 |
-
"right_pr_number": 47150,
|
| 4039 |
-
"similarity": 0.38,
|
| 4040 |
-
"content_similarity": 0.301,
|
| 4041 |
-
"size_similarity": 0.125,
|
| 4042 |
-
"breadth_similarity": 1.0,
|
| 4043 |
-
"concentration_similarity": 1.0,
|
| 4044 |
-
"shared_filenames": [
|
| 4045 |
-
"src/transformers/models/whisper/generation_whisper.py"
|
| 4046 |
-
],
|
| 4047 |
-
"shared_directories": [
|
| 4048 |
-
"src/transformers/models/whisper",
|
| 4049 |
-
"src/transformers/models",
|
| 4050 |
-
"src/transformers",
|
| 4051 |
-
"src"
|
| 4052 |
-
]
|
| 4053 |
-
}
|
| 4054 |
-
]
|
| 4055 |
-
},
|
| 4056 |
{
|
| 4057 |
"cluster_id": "pr-scope-45606-3",
|
| 4058 |
"pr_numbers": [
|
|
@@ -4340,7 +4419,7 @@
|
|
| 4340 |
44682
|
| 4341 |
],
|
| 4342 |
"representative_pr_number": 43656,
|
| 4343 |
-
"average_similarity": 0.
|
| 4344 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.",
|
| 4345 |
"shared_filenames": [
|
| 4346 |
"src/transformers/cli/serve.py"
|
|
@@ -4354,8 +4433,8 @@
|
|
| 4354 |
{
|
| 4355 |
"left_pr_number": 43656,
|
| 4356 |
"right_pr_number": 43842,
|
| 4357 |
-
"similarity": 0.
|
| 4358 |
-
"content_similarity": 0.
|
| 4359 |
"size_similarity": 0.222,
|
| 4360 |
"breadth_similarity": 1.0,
|
| 4361 |
"concentration_similarity": 1.0,
|
|
@@ -4371,8 +4450,8 @@
|
|
| 4371 |
{
|
| 4372 |
"left_pr_number": 43656,
|
| 4373 |
"right_pr_number": 44682,
|
| 4374 |
-
"similarity": 0.
|
| 4375 |
-
"content_similarity": 0.
|
| 4376 |
"size_similarity": 0.048,
|
| 4377 |
"breadth_similarity": 0.5,
|
| 4378 |
"concentration_similarity": 0.802,
|
|
@@ -4388,8 +4467,8 @@
|
|
| 4388 |
{
|
| 4389 |
"left_pr_number": 43842,
|
| 4390 |
"right_pr_number": 44682,
|
| 4391 |
-
"similarity": 0.
|
| 4392 |
-
"content_similarity": 0.
|
| 4393 |
"size_similarity": 0.011,
|
| 4394 |
"breadth_similarity": 0.5,
|
| 4395 |
"concentration_similarity": 0.802,
|
|
@@ -4765,74 +4844,6 @@
|
|
| 4765 |
}
|
| 4766 |
]
|
| 4767 |
},
|
| 4768 |
-
{
|
| 4769 |
-
"cluster_id": "pr-scope-45541-3",
|
| 4770 |
-
"pr_numbers": [
|
| 4771 |
-
45541,
|
| 4772 |
-
46177,
|
| 4773 |
-
47224
|
| 4774 |
-
],
|
| 4775 |
-
"representative_pr_number": 45541,
|
| 4776 |
-
"average_similarity": 0.417,
|
| 4777 |
-
"summary": "3 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.",
|
| 4778 |
-
"shared_filenames": [
|
| 4779 |
-
"src/transformers/tokenization_utils_base.py"
|
| 4780 |
-
],
|
| 4781 |
-
"shared_directories": [
|
| 4782 |
-
"src/transformers",
|
| 4783 |
-
"src"
|
| 4784 |
-
],
|
| 4785 |
-
"pairwise": [
|
| 4786 |
-
{
|
| 4787 |
-
"left_pr_number": 45541,
|
| 4788 |
-
"right_pr_number": 46177,
|
| 4789 |
-
"similarity": 0.524,
|
| 4790 |
-
"content_similarity": 0.423,
|
| 4791 |
-
"size_similarity": 0.519,
|
| 4792 |
-
"breadth_similarity": 1.0,
|
| 4793 |
-
"concentration_similarity": 1.0,
|
| 4794 |
-
"shared_filenames": [
|
| 4795 |
-
"src/transformers/tokenization_utils_base.py"
|
| 4796 |
-
],
|
| 4797 |
-
"shared_directories": [
|
| 4798 |
-
"src/transformers",
|
| 4799 |
-
"src"
|
| 4800 |
-
]
|
| 4801 |
-
},
|
| 4802 |
-
{
|
| 4803 |
-
"left_pr_number": 45541,
|
| 4804 |
-
"right_pr_number": 47224,
|
| 4805 |
-
"similarity": 0.407,
|
| 4806 |
-
"content_similarity": 0.334,
|
| 4807 |
-
"size_similarity": 0.75,
|
| 4808 |
-
"breadth_similarity": 0.267,
|
| 4809 |
-
"concentration_similarity": 0.694,
|
| 4810 |
-
"shared_filenames": [
|
| 4811 |
-
"src/transformers/tokenization_utils_base.py"
|
| 4812 |
-
],
|
| 4813 |
-
"shared_directories": [
|
| 4814 |
-
"src/transformers",
|
| 4815 |
-
"src"
|
| 4816 |
-
]
|
| 4817 |
-
},
|
| 4818 |
-
{
|
| 4819 |
-
"left_pr_number": 46177,
|
| 4820 |
-
"right_pr_number": 47224,
|
| 4821 |
-
"similarity": 0.32,
|
| 4822 |
-
"content_similarity": 0.286,
|
| 4823 |
-
"size_similarity": 0.389,
|
| 4824 |
-
"breadth_similarity": 0.267,
|
| 4825 |
-
"concentration_similarity": 0.694,
|
| 4826 |
-
"shared_filenames": [
|
| 4827 |
-
"src/transformers/tokenization_utils_base.py"
|
| 4828 |
-
],
|
| 4829 |
-
"shared_directories": [
|
| 4830 |
-
"src/transformers",
|
| 4831 |
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"src"
|
| 4832 |
-
]
|
| 4833 |
-
}
|
| 4834 |
-
]
|
| 4835 |
-
},
|
| 4836 |
{
|
| 4837 |
"cluster_id": "pr-scope-45300-3",
|
| 4838 |
"pr_numbers": [
|
|
@@ -4923,6 +4934,74 @@
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{
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| 4927 |
"cluster_id": "pr-scope-46004-3",
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| 4928 |
"pr_numbers": [
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@@ -5091,7 +5170,7 @@
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{
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| 5092 |
"left_pr_number": 46357,
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| 5093 |
"right_pr_number": 47302,
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| 5094 |
-
"similarity": 0.
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"content_similarity": 0.121,
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| 5096 |
"size_similarity": 0.958,
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| 5097 |
"breadth_similarity": 1.0,
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@@ -5107,7 +5186,7 @@
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"left_pr_number": 45851,
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"right_pr_number": 46357,
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"similarity": 0.345,
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| 5110 |
-
"content_similarity": 0.
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| 5111 |
"size_similarity": 0.761,
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| 5112 |
"breadth_similarity": 1.0,
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| 5113 |
"concentration_similarity": 1.0,
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@@ -5595,7 +5674,7 @@
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"left_pr_number": 42824,
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"right_pr_number": 46461,
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"similarity": 0.717,
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-
"content_similarity": 0.
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| 5599 |
"size_similarity": 0.652,
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"breadth_similarity": 0.5,
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"concentration_similarity": 0.928,
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@@ -5683,7 +5762,7 @@
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"left_pr_number": 44794,
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"right_pr_number": 45977,
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"similarity": 0.715,
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-
"content_similarity": 0.
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"size_similarity": 0.596,
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| 5688 |
"breadth_similarity": 0.694,
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| 5689 |
"concentration_similarity": 0.82,
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@@ -5734,7 +5813,7 @@
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| 5734 |
"left_pr_number": 43779,
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| 5735 |
"right_pr_number": 43816,
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| 5736 |
"similarity": 0.66,
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| 5737 |
-
"content_similarity": 0.
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| 5738 |
"size_similarity": 0.25,
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| 5739 |
"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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@@ -5964,7 +6043,7 @@
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| 5964 |
"left_pr_number": 44228,
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| 5965 |
"right_pr_number": 46324,
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| 5966 |
"similarity": 0.563,
|
| 5967 |
-
"content_similarity": 0.
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| 5968 |
"size_similarity": 0.259,
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| 5969 |
"breadth_similarity": 0.583,
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| 5970 |
"concentration_similarity": 0.926,
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@@ -6044,10 +6123,10 @@
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| 6044 |
"left_pr_number": 45682,
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| 6045 |
"right_pr_number": 46766,
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| 6046 |
"similarity": 0.535,
|
| 6047 |
-
"content_similarity": 0.
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| 6048 |
-
"size_similarity": 0.
|
| 6049 |
"breadth_similarity": 1.0,
|
| 6050 |
-
"concentration_similarity": 0.
|
| 6051 |
"shared_filenames": [
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| 6052 |
"src/transformers/integrations/peft.py",
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| 6053 |
"tests/peft_integration/test_peft_integration.py"
|
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@@ -6084,7 +6163,7 @@
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| 6084 |
"left_pr_number": 45056,
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"right_pr_number": 45128,
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| 6086 |
"similarity": 0.509,
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| 6087 |
-
"content_similarity": 0.
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| 6088 |
"size_similarity": 0.669,
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| 6089 |
"breadth_similarity": 0.875,
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| 6090 |
"concentration_similarity": 0.724,
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@@ -6608,7 +6687,7 @@
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44339
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| 6609 |
],
|
| 6610 |
"representative_pr_number": 41356,
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| 6611 |
-
"average_similarity": 0.
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| 6612 |
"summary": "2 open PRs share weighted file overlap around `docs/source/en/model_doc/deimv2.md`, `src/transformers/models/deimv2/__init__.py`, `src/transformers/models/deimv2/configuration_deimv2.py`; representative PR #41356.",
|
| 6613 |
"shared_filenames": [
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"docs/source/en/model_doc/deimv2.md",
|
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@@ -6632,7 +6711,7 @@
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{
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"left_pr_number": 41356,
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"right_pr_number": 44339,
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-
"similarity": 0.
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| 6636 |
"content_similarity": 0.476,
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| 6637 |
"size_similarity": 0.081,
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| 6638 |
"breadth_similarity": 0.444,
|
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@@ -6718,7 +6797,7 @@
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| 6718 |
"left_pr_number": 46127,
|
| 6719 |
"right_pr_number": 46257,
|
| 6720 |
"similarity": 0.432,
|
| 6721 |
-
"content_similarity": 0.
|
| 6722 |
"size_similarity": 0.053,
|
| 6723 |
"breadth_similarity": 0.75,
|
| 6724 |
"concentration_similarity": 1.0,
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@@ -6758,7 +6837,7 @@
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| 6758 |
"left_pr_number": 45822,
|
| 6759 |
"right_pr_number": 47215,
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| 6760 |
"similarity": 0.431,
|
| 6761 |
-
"content_similarity": 0.
|
| 6762 |
"size_similarity": 0.114,
|
| 6763 |
"breadth_similarity": 0.875,
|
| 6764 |
"concentration_similarity": 0.869,
|
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@@ -6894,45 +6973,6 @@
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| 6894 |
}
|
| 6895 |
]
|
| 6896 |
},
|
| 6897 |
-
{
|
| 6898 |
-
"cluster_id": "pr-scope-44369-2",
|
| 6899 |
-
"pr_numbers": [
|
| 6900 |
-
44369,
|
| 6901 |
-
45114
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| 6902 |
-
],
|
| 6903 |
-
"representative_pr_number": 44369,
|
| 6904 |
-
"average_similarity": 0.402,
|
| 6905 |
-
"summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.",
|
| 6906 |
-
"shared_filenames": [
|
| 6907 |
-
"docs/source/en/tasks/zero_shot_object_detection.md"
|
| 6908 |
-
],
|
| 6909 |
-
"shared_directories": [
|
| 6910 |
-
"docs/source/en/tasks",
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| 6911 |
-
"docs/source/en",
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-
"docs/source",
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-
"docs"
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-
],
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-
"pairwise": [
|
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-
{
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-
"left_pr_number": 44369,
|
| 6918 |
-
"right_pr_number": 45114,
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| 6919 |
-
"similarity": 0.402,
|
| 6920 |
-
"content_similarity": 0.246,
|
| 6921 |
-
"size_similarity": 0.808,
|
| 6922 |
-
"breadth_similarity": 0.625,
|
| 6923 |
-
"concentration_similarity": 0.919,
|
| 6924 |
-
"shared_filenames": [
|
| 6925 |
-
"docs/source/en/tasks/zero_shot_object_detection.md"
|
| 6926 |
-
],
|
| 6927 |
-
"shared_directories": [
|
| 6928 |
-
"docs/source/en/tasks",
|
| 6929 |
-
"docs/source/en",
|
| 6930 |
-
"docs/source",
|
| 6931 |
-
"docs"
|
| 6932 |
-
]
|
| 6933 |
-
}
|
| 6934 |
-
]
|
| 6935 |
-
},
|
| 6936 |
{
|
| 6937 |
"cluster_id": "pr-scope-43446-2",
|
| 6938 |
"pr_numbers": [
|
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@@ -6998,6 +7038,45 @@
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}
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]
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},
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| 7001 |
{
|
| 7002 |
"cluster_id": "pr-scope-44606-2",
|
| 7003 |
"pr_numbers": [
|
|
@@ -7005,7 +7084,7 @@
|
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| 7005 |
45086
|
| 7006 |
],
|
| 7007 |
"representative_pr_number": 44606,
|
| 7008 |
-
"average_similarity": 0.
|
| 7009 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.",
|
| 7010 |
"shared_filenames": [
|
| 7011 |
"src/transformers/tokenization_utils_tokenizers.py"
|
|
@@ -7018,8 +7097,8 @@
|
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| 7018 |
{
|
| 7019 |
"left_pr_number": 44606,
|
| 7020 |
"right_pr_number": 45086,
|
| 7021 |
-
"similarity": 0.
|
| 7022 |
-
"content_similarity": 0.
|
| 7023 |
"size_similarity": 0.222,
|
| 7024 |
"breadth_similarity": 1.0,
|
| 7025 |
"concentration_similarity": 1.0,
|
|
@@ -7086,6 +7165,49 @@
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| 7086 |
}
|
| 7087 |
]
|
| 7088 |
},
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| 7089 |
{
|
| 7090 |
"cluster_id": "pr-scope-43757-2",
|
| 7091 |
"pr_numbers": [
|
|
@@ -7159,7 +7281,7 @@
|
|
| 7159 |
45552
|
| 7160 |
],
|
| 7161 |
"representative_pr_number": 44642,
|
| 7162 |
-
"average_similarity": 0.
|
| 7163 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.",
|
| 7164 |
"shared_filenames": [
|
| 7165 |
"src/transformers/utils/auto_docstring.py"
|
|
@@ -7173,8 +7295,8 @@
|
|
| 7173 |
{
|
| 7174 |
"left_pr_number": 44642,
|
| 7175 |
"right_pr_number": 45552,
|
| 7176 |
-
"similarity": 0.
|
| 7177 |
-
"content_similarity": 0.
|
| 7178 |
"size_similarity": 0.167,
|
| 7179 |
"breadth_similarity": 1.0,
|
| 7180 |
"concentration_similarity": 1.0,
|
|
@@ -7196,7 +7318,7 @@
|
|
| 7196 |
46792
|
| 7197 |
],
|
| 7198 |
"representative_pr_number": 45975,
|
| 7199 |
-
"average_similarity": 0.
|
| 7200 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45975.",
|
| 7201 |
"shared_filenames": [
|
| 7202 |
"src/transformers/cli/serving/model_manager.py",
|
|
@@ -7212,8 +7334,8 @@
|
|
| 7212 |
{
|
| 7213 |
"left_pr_number": 45975,
|
| 7214 |
"right_pr_number": 46792,
|
| 7215 |
-
"similarity": 0.
|
| 7216 |
-
"content_similarity": 0.
|
| 7217 |
"size_similarity": 0.444,
|
| 7218 |
"breadth_similarity": 0.75,
|
| 7219 |
"concentration_similarity": 0.647,
|
|
|
|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
+
"snapshot_id": "20260714T180038Z",
|
| 4 |
+
"generated_at": "2026-07-14T18:02:11Z",
|
| 5 |
"cluster_count": 81,
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
|
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|
| 19 |
45273
|
| 20 |
],
|
| 21 |
"representative_pr_number": 45067,
|
| 22 |
+
"average_similarity": 0.424,
|
| 23 |
"summary": "10 open PRs share weighted file overlap around `src/transformers/trainer.py`; representative PR #45067.",
|
| 24 |
"shared_filenames": [
|
| 25 |
"src/transformers/trainer.py"
|
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|
| 286 |
]
|
| 287 |
},
|
| 288 |
{
|
| 289 |
+
"left_pr_number": 43636,
|
| 290 |
+
"right_pr_number": 44660,
|
| 291 |
"similarity": 0.427,
|
| 292 |
+
"content_similarity": 0.278,
|
| 293 |
+
"size_similarity": 0.545,
|
| 294 |
"breadth_similarity": 1.0,
|
| 295 |
"concentration_similarity": 1.0,
|
| 296 |
"shared_filenames": [
|
|
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|
| 302 |
]
|
| 303 |
},
|
| 304 |
{
|
| 305 |
+
"left_pr_number": 43663,
|
| 306 |
+
"right_pr_number": 44257,
|
| 307 |
+
"similarity": 0.427,
|
| 308 |
+
"content_similarity": 0.345,
|
| 309 |
+
"size_similarity": 0.24,
|
| 310 |
"breadth_similarity": 1.0,
|
| 311 |
"concentration_similarity": 1.0,
|
| 312 |
"shared_filenames": [
|
|
|
|
| 512 |
{
|
| 513 |
"left_pr_number": 44257,
|
| 514 |
"right_pr_number": 45055,
|
| 515 |
+
"similarity": 0.387,
|
| 516 |
"content_similarity": 0.231,
|
| 517 |
"size_similarity": 0.5,
|
| 518 |
"breadth_similarity": 1.0,
|
|
|
|
| 721 |
"left_pr_number": 43636,
|
| 722 |
"right_pr_number": 45273,
|
| 723 |
"similarity": 0.322,
|
| 724 |
+
"content_similarity": 0.207,
|
| 725 |
"size_similarity": 0.182,
|
| 726 |
"breadth_similarity": 1.0,
|
| 727 |
"concentration_similarity": 1.0,
|
|
|
|
| 736 |
{
|
| 737 |
"left_pr_number": 44123,
|
| 738 |
"right_pr_number": 45273,
|
| 739 |
+
"similarity": 0.32,
|
| 740 |
"content_similarity": 0.234,
|
| 741 |
"size_similarity": 0.036,
|
| 742 |
"breadth_similarity": 1.0,
|
|
|
|
| 1359 |
]
|
| 1360 |
},
|
| 1361 |
{
|
| 1362 |
+
"cluster_id": "pr-scope-41606-6",
|
| 1363 |
"pr_numbers": [
|
| 1364 |
+
41606,
|
| 1365 |
+
42668,
|
| 1366 |
+
44543,
|
| 1367 |
+
45422,
|
| 1368 |
+
45627,
|
| 1369 |
+
46161
|
| 1370 |
],
|
| 1371 |
+
"representative_pr_number": 45627,
|
| 1372 |
+
"average_similarity": 0.426,
|
| 1373 |
+
"summary": "6 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #45627.",
|
| 1374 |
"shared_filenames": [
|
| 1375 |
+
"src/transformers/processing_utils.py",
|
| 1376 |
+
"tests/test_processing_common.py",
|
| 1377 |
+
"tests/models/auto/test_processor_auto.py"
|
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|
| 1378 |
],
|
| 1379 |
"shared_directories": [
|
|
|
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|
|
|
|
| 1380 |
"src/transformers",
|
| 1381 |
+
"tests",
|
| 1382 |
"src",
|
| 1383 |
+
"tests/models/auto",
|
| 1384 |
+
"tests/models"
|
|
|
|
| 1385 |
],
|
| 1386 |
"pairwise": [
|
| 1387 |
{
|
| 1388 |
+
"left_pr_number": 41606,
|
| 1389 |
+
"right_pr_number": 44543,
|
| 1390 |
+
"similarity": 0.688,
|
| 1391 |
+
"content_similarity": 0.667,
|
| 1392 |
+
"size_similarity": 0.583,
|
| 1393 |
"breadth_similarity": 1.0,
|
| 1394 |
+
"concentration_similarity": 0.683,
|
| 1395 |
"shared_filenames": [
|
| 1396 |
+
"src/transformers/processing_utils.py",
|
| 1397 |
+
"tests/test_processing_common.py"
|
| 1398 |
],
|
| 1399 |
"shared_directories": [
|
|
|
|
|
|
|
| 1400 |
"src/transformers",
|
|
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|
| 1401 |
"src",
|
| 1402 |
"tests"
|
| 1403 |
]
|
| 1404 |
},
|
| 1405 |
{
|
| 1406 |
+
"left_pr_number": 45627,
|
| 1407 |
+
"right_pr_number": 46161,
|
| 1408 |
+
"similarity": 0.671,
|
| 1409 |
+
"content_similarity": 0.585,
|
| 1410 |
+
"size_similarity": 0.747,
|
| 1411 |
+
"breadth_similarity": 1.0,
|
| 1412 |
+
"concentration_similarity": 0.985,
|
| 1413 |
"shared_filenames": [
|
| 1414 |
+
"src/transformers/processing_utils.py",
|
| 1415 |
+
"tests/models/auto/test_processor_auto.py"
|
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| 1416 |
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| 1795 |
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|
| 1796 |
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|
| 1797 |
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|
| 1798 |
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"src/transformers",
|
| 1799 |
+
"tests/quantization",
|
| 1800 |
+
"src",
|
| 1801 |
+
"tests"
|
| 1802 |
+
]
|
| 1803 |
+
},
|
| 1804 |
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{
|
| 1805 |
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|
| 1806 |
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|
| 1807 |
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| 1808 |
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| 1809 |
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| 1810 |
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|
| 1811 |
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|
| 1812 |
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|
| 1813 |
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|
| 1814 |
+
"tests/quantization/compressed_tensors_integration/test_compressed_tensors.py"
|
| 1815 |
+
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|
| 1816 |
+
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|
| 1817 |
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"src/transformers/utils",
|
| 1818 |
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|
| 1819 |
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"src/transformers",
|
| 1820 |
+
"tests/quantization",
|
| 1821 |
+
"src",
|
| 1822 |
+
"tests"
|
| 1823 |
+
]
|
| 1824 |
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|
| 1825 |
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|
| 1826 |
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| 1827 |
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| 1828 |
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|
| 1829 |
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|
| 1830 |
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|
| 1831 |
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|
| 1832 |
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|
| 1833 |
+
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|
| 1834 |
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"src/transformers/utils/quantization_config.py",
|
| 1835 |
+
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|
| 1836 |
+
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|
| 1837 |
+
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|
| 1838 |
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"src/transformers/utils",
|
| 1839 |
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|
| 1840 |
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"src/transformers",
|
| 1841 |
+
"tests/quantization",
|
| 1842 |
+
"src",
|
| 1843 |
+
"tests"
|
| 1844 |
+
]
|
| 1845 |
+
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|
| 1846 |
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{
|
| 1847 |
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|
| 1848 |
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|
| 1849 |
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|
| 1850 |
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|
| 1851 |
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|
| 1852 |
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|
| 1853 |
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|
| 1854 |
+
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|
| 1855 |
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|
| 1856 |
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"tests/quantization/compressed_tensors_integration",
|
| 1857 |
+
"src/transformers",
|
| 1858 |
+
"tests/quantization",
|
| 1859 |
+
"src",
|
| 1860 |
+
"tests"
|
| 1861 |
+
]
|
| 1862 |
+
},
|
| 1863 |
+
{
|
| 1864 |
+
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|
| 1865 |
+
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|
| 1866 |
+
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|
| 1867 |
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|
| 1868 |
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|
| 1869 |
+
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|
| 1870 |
+
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|
| 1871 |
+
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|
| 1872 |
+
"src/transformers/utils/quantization_config.py",
|
| 1873 |
+
"tests/quantization/compressed_tensors_integration/test_compressed_tensors.py"
|
| 1874 |
+
],
|
| 1875 |
+
"shared_directories": [
|
| 1876 |
+
"src/transformers/utils",
|
| 1877 |
+
"tests/quantization/compressed_tensors_integration",
|
| 1878 |
+
"src/transformers",
|
| 1879 |
+
"tests/quantization",
|
| 1880 |
+
"src",
|
| 1881 |
+
"tests"
|
| 1882 |
+
]
|
| 1883 |
+
},
|
| 1884 |
+
{
|
| 1885 |
+
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|
| 1886 |
+
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|
| 1887 |
+
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|
| 1888 |
+
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|
| 1889 |
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|
| 1890 |
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|
| 1891 |
+
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|
| 1892 |
+
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|
| 1893 |
+
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|
| 1894 |
+
"tests/quantization/compressed_tensors_integration",
|
| 1895 |
+
"src/transformers",
|
| 1896 |
+
"tests/quantization",
|
| 1897 |
+
"src",
|
| 1898 |
+
"tests"
|
| 1899 |
+
]
|
| 1900 |
+
},
|
| 1901 |
+
{
|
| 1902 |
+
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|
| 1903 |
+
"right_pr_number": 47216,
|
| 1904 |
+
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|
| 1905 |
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|
| 1906 |
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|
| 1907 |
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|
| 1908 |
+
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|
| 1909 |
"shared_filenames": [
|
| 1910 |
"tests/quantization/compressed_tensors_integration/test_compressed_models.py"
|
| 1911 |
],
|
|
|
|
| 1918 |
{
|
| 1919 |
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|
| 1920 |
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|
| 1921 |
+
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|
| 1922 |
+
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|
| 1923 |
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|
| 1924 |
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|
| 1925 |
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|
|
|
|
| 1949 |
"left_pr_number": 43747,
|
| 1950 |
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|
| 1951 |
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|
| 1952 |
+
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|
| 1953 |
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|
| 1954 |
"breadth_similarity": 0.311,
|
| 1955 |
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|
|
|
|
| 1987 |
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|
| 1988 |
44385,
|
| 1989 |
44615,
|
|
|
|
| 1990 |
46152,
|
| 1991 |
46995,
|
| 1992 |
+
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|
| 1993 |
47318
|
| 1994 |
],
|
| 1995 |
+
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|
| 1996 |
+
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|
| 1997 |
+
"summary": "6 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
|
| 1998 |
"shared_filenames": [
|
| 1999 |
"src/transformers/utils/import_utils.py"
|
| 2000 |
],
|
| 2001 |
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|
| 2002 |
"src/transformers/utils",
|
| 2003 |
"src/transformers",
|
| 2004 |
+
"src"
|
|
|
|
| 2005 |
],
|
| 2006 |
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|
| 2007 |
{
|
| 2008 |
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|
| 2009 |
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|
| 2010 |
+
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|
| 2011 |
+
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|
| 2012 |
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|
| 2013 |
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|
| 2014 |
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|
|
|
|
| 2024 |
{
|
| 2025 |
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|
| 2026 |
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|
| 2027 |
+
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|
| 2028 |
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|
| 2029 |
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|
| 2030 |
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|
| 2031 |
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|
|
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|
| 2041 |
{
|
| 2042 |
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|
| 2043 |
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|
| 2044 |
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|
| 2045 |
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|
| 2046 |
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| 2047 |
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|
| 2048 |
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|
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|
| 2058 |
{
|
| 2059 |
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|
| 2060 |
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|
| 2061 |
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|
| 2062 |
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|
| 2063 |
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|
| 2064 |
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|
| 2065 |
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|
|
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|
| 2073 |
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|
| 2074 |
},
|
| 2075 |
{
|
| 2076 |
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|
| 2077 |
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|
| 2078 |
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|
| 2079 |
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|
| 2080 |
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|
| 2081 |
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|
| 2082 |
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|
| 2083 |
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|
| 2084 |
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|
| 2085 |
],
|
|
|
|
| 2090 |
]
|
| 2091 |
},
|
| 2092 |
{
|
| 2093 |
+
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|
| 2094 |
+
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|
| 2095 |
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|
| 2096 |
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|
| 2097 |
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|
| 2098 |
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|
| 2099 |
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|
| 2100 |
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|
| 2101 |
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|
| 2102 |
],
|
|
|
|
| 2110 |
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|
| 2111 |
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|
| 2112 |
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|
| 2113 |
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|
| 2114 |
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|
| 2115 |
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|
| 2116 |
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|
|
|
|
| 2126 |
{
|
| 2127 |
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|
| 2128 |
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|
| 2129 |
+
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|
| 2130 |
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|
| 2131 |
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|
| 2132 |
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|
| 2133 |
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|
|
|
|
| 2141 |
]
|
| 2142 |
},
|
| 2143 |
{
|
| 2144 |
+
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|
| 2145 |
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|
| 2146 |
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|
| 2147 |
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|
| 2148 |
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|
| 2149 |
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|
| 2150 |
+
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|
| 2151 |
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|
| 2152 |
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|
| 2153 |
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|
| 2154 |
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|
| 2155 |
"src/transformers/utils",
|
| 2156 |
"src/transformers",
|
| 2157 |
+
"src"
|
|
|
|
| 2158 |
]
|
| 2159 |
},
|
| 2160 |
{
|
| 2161 |
+
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|
| 2162 |
+
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|
| 2163 |
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|
| 2164 |
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|
| 2165 |
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|
| 2166 |
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|
| 2167 |
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|
| 2168 |
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|
| 2169 |
"src/transformers/utils/import_utils.py"
|
| 2170 |
],
|
|
|
|
| 2175 |
]
|
| 2176 |
},
|
| 2177 |
{
|
| 2178 |
+
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|
| 2179 |
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|
| 2180 |
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|
| 2181 |
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|
| 2182 |
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|
| 2183 |
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|
| 2184 |
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|
| 2185 |
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|
| 2186 |
"src/transformers/utils/import_utils.py"
|
| 2187 |
],
|
|
|
|
| 2192 |
]
|
| 2193 |
},
|
| 2194 |
{
|
| 2195 |
+
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|
| 2196 |
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|
| 2197 |
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|
| 2198 |
+
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|
| 2199 |
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|
| 2200 |
+
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|
| 2201 |
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|
| 2202 |
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|
| 2203 |
"src/transformers/utils/import_utils.py"
|
|
|
|
| 2209 |
]
|
| 2210 |
},
|
| 2211 |
{
|
| 2212 |
+
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|
| 2213 |
+
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|
| 2214 |
+
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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 |
"src/transformers/utils/import_utils.py"
|
| 2221 |
],
|
|
|
|
| 2226 |
]
|
| 2227 |
},
|
| 2228 |
{
|
| 2229 |
+
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|
| 2230 |
+
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|
| 2231 |
+
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|
| 2232 |
+
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|
| 2233 |
+
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|
| 2234 |
+
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|
| 2235 |
+
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|
| 2236 |
"shared_filenames": [
|
| 2237 |
"src/transformers/utils/import_utils.py"
|
| 2238 |
],
|
|
|
|
| 2243 |
]
|
| 2244 |
},
|
| 2245 |
{
|
| 2246 |
+
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|
| 2247 |
+
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|
| 2248 |
+
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|
| 2249 |
+
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|
| 2250 |
+
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|
| 2251 |
+
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|
| 2252 |
+
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|
| 2253 |
"shared_filenames": [
|
| 2254 |
"src/transformers/utils/import_utils.py"
|
| 2255 |
],
|
|
|
|
| 2559 |
{
|
| 2560 |
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|
| 2561 |
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|
| 2562 |
+
"similarity": 0.459,
|
| 2563 |
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|
| 2564 |
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|
| 2565 |
"breadth_similarity": 1.0,
|
|
|
|
| 3208 |
]
|
| 3209 |
},
|
| 3210 |
{
|
| 3211 |
+
"left_pr_number": 45438,
|
| 3212 |
+
"right_pr_number": 45883,
|
| 3213 |
+
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|
| 3214 |
+
"content_similarity": 0.576,
|
| 3215 |
+
"size_similarity": 0.392,
|
| 3216 |
+
"breadth_similarity": 0.325,
|
| 3217 |
+
"concentration_similarity": 0.92,
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3218 |
"shared_filenames": [
|
| 3219 |
+
"src/transformers/models/gemma4/modeling_gemma4.py",
|
| 3220 |
+
"src/transformers/models/gemma4/modular_gemma4.py"
|
| 3221 |
],
|
| 3222 |
"shared_directories": [
|
| 3223 |
+
"src/transformers/models/gemma4",
|
| 3224 |
+
"src/transformers/models",
|
| 3225 |
"src/transformers",
|
| 3226 |
+
"src"
|
|
|
|
| 3227 |
]
|
| 3228 |
},
|
| 3229 |
{
|
| 3230 |
+
"left_pr_number": 45438,
|
| 3231 |
+
"right_pr_number": 46642,
|
| 3232 |
+
"similarity": 0.401,
|
| 3233 |
+
"content_similarity": 0.317,
|
| 3234 |
+
"size_similarity": 0.654,
|
| 3235 |
+
"breadth_similarity": 0.561,
|
| 3236 |
+
"concentration_similarity": 0.499,
|
| 3237 |
"shared_filenames": [
|
| 3238 |
+
"src/transformers/models/gemma4/modeling_gemma4.py",
|
| 3239 |
+
"src/transformers/models/gemma4/modular_gemma4.py"
|
| 3240 |
],
|
| 3241 |
"shared_directories": [
|
| 3242 |
+
"src/transformers/models/gemma4",
|
| 3243 |
+
"src/transformers/models",
|
| 3244 |
"src/transformers",
|
| 3245 |
+
"tests/models",
|
| 3246 |
"src",
|
| 3247 |
"tests"
|
| 3248 |
]
|
| 3249 |
},
|
| 3250 |
{
|
| 3251 |
+
"left_pr_number": 45294,
|
| 3252 |
+
"right_pr_number": 46642,
|
| 3253 |
+
"similarity": 0.343,
|
| 3254 |
+
"content_similarity": 0.314,
|
| 3255 |
+
"size_similarity": 0.275,
|
| 3256 |
+
"breadth_similarity": 0.561,
|
| 3257 |
+
"concentration_similarity": 0.51,
|
| 3258 |
"shared_filenames": [
|
| 3259 |
+
"src/transformers/models/gemma4/modeling_gemma4.py",
|
| 3260 |
+
"src/transformers/models/gemma4/modular_gemma4.py"
|
| 3261 |
],
|
| 3262 |
"shared_directories": [
|
| 3263 |
+
"src/transformers/models/gemma4",
|
| 3264 |
+
"src/transformers/models",
|
| 3265 |
"src/transformers",
|
| 3266 |
+
"tests/models",
|
| 3267 |
"src",
|
| 3268 |
"tests"
|
| 3269 |
]
|
| 3270 |
},
|
| 3271 |
{
|
| 3272 |
+
"left_pr_number": 45883,
|
| 3273 |
+
"right_pr_number": 46642,
|
| 3274 |
+
"similarity": 0.302,
|
| 3275 |
+
"content_similarity": 0.322,
|
| 3276 |
+
"size_similarity": 0.256,
|
| 3277 |
+
"breadth_similarity": 0.174,
|
| 3278 |
+
"concentration_similarity": 0.419,
|
| 3279 |
"shared_filenames": [
|
| 3280 |
+
"src/transformers/models/gemma4/modeling_gemma4.py",
|
| 3281 |
+
"src/transformers/models/gemma4/modular_gemma4.py"
|
|
|
|
| 3282 |
],
|
| 3283 |
"shared_directories": [
|
| 3284 |
+
"src/transformers/models/gemma4",
|
| 3285 |
+
"src/transformers/models",
|
| 3286 |
"src/transformers",
|
| 3287 |
+
"src"
|
|
|
|
| 3288 |
]
|
| 3289 |
}
|
| 3290 |
]
|
|
|
|
| 3377 |
"left_pr_number": 45317,
|
| 3378 |
"right_pr_number": 47017,
|
| 3379 |
"similarity": 0.465,
|
| 3380 |
+
"content_similarity": 0.418,
|
| 3381 |
"size_similarity": 0.229,
|
| 3382 |
"breadth_similarity": 1.0,
|
| 3383 |
"concentration_similarity": 0.756,
|
|
|
|
| 3395 |
{
|
| 3396 |
"left_pr_number": 46580,
|
| 3397 |
"right_pr_number": 47017,
|
| 3398 |
+
"similarity": 0.429,
|
| 3399 |
"content_similarity": 0.453,
|
| 3400 |
"size_similarity": 0.237,
|
| 3401 |
"breadth_similarity": 0.5,
|
|
|
|
| 3448 |
{
|
| 3449 |
"left_pr_number": 33686,
|
| 3450 |
"right_pr_number": 44550,
|
| 3451 |
+
"similarity": 0.395,
|
| 3452 |
+
"content_similarity": 0.136,
|
| 3453 |
"size_similarity": 1.0,
|
| 3454 |
"breadth_similarity": 1.0,
|
| 3455 |
"concentration_similarity": 1.0,
|
|
|
|
| 3464 |
{
|
| 3465 |
"left_pr_number": 44407,
|
| 3466 |
"right_pr_number": 44550,
|
| 3467 |
+
"similarity": 0.364,
|
| 3468 |
+
"content_similarity": 0.101,
|
| 3469 |
"size_similarity": 0.957,
|
| 3470 |
"breadth_similarity": 1.0,
|
| 3471 |
"concentration_similarity": 1.0,
|
|
|
|
| 3479 |
{
|
| 3480 |
"left_pr_number": 44550,
|
| 3481 |
"right_pr_number": 47301,
|
| 3482 |
+
"similarity": 0.359,
|
| 3483 |
+
"content_similarity": 0.104,
|
| 3484 |
"size_similarity": 0.909,
|
| 3485 |
"breadth_similarity": 1.0,
|
| 3486 |
"concentration_similarity": 1.0,
|
|
|
|
| 3495 |
"left_pr_number": 33686,
|
| 3496 |
"right_pr_number": 44407,
|
| 3497 |
"similarity": 0.355,
|
| 3498 |
+
"content_similarity": 0.087,
|
| 3499 |
"size_similarity": 0.957,
|
| 3500 |
"breadth_similarity": 1.0,
|
| 3501 |
"concentration_similarity": 1.0,
|
|
|
|
| 3510 |
"left_pr_number": 33686,
|
| 3511 |
"right_pr_number": 47301,
|
| 3512 |
"similarity": 0.35,
|
| 3513 |
+
"content_similarity": 0.09,
|
| 3514 |
"size_similarity": 0.909,
|
| 3515 |
"breadth_similarity": 1.0,
|
| 3516 |
"concentration_similarity": 1.0,
|
|
|
|
| 3525 |
"left_pr_number": 44407,
|
| 3526 |
"right_pr_number": 47301,
|
| 3527 |
"similarity": 0.348,
|
| 3528 |
+
"content_similarity": 0.096,
|
| 3529 |
"size_similarity": 0.87,
|
| 3530 |
"breadth_similarity": 1.0,
|
| 3531 |
"concentration_similarity": 1.0,
|
|
|
|
| 3558 |
"pairwise": [
|
| 3559 |
{
|
| 3560 |
"left_pr_number": 46319,
|
| 3561 |
+
"right_pr_number": 47304,
|
| 3562 |
"similarity": 0.362,
|
| 3563 |
+
"content_similarity": 0.1,
|
| 3564 |
+
"size_similarity": 0.946,
|
| 3565 |
"breadth_similarity": 1.0,
|
| 3566 |
"concentration_similarity": 1.0,
|
| 3567 |
"shared_filenames": [],
|
|
|
|
| 3573 |
},
|
| 3574 |
{
|
| 3575 |
"left_pr_number": 46319,
|
| 3576 |
+
"right_pr_number": 47212,
|
| 3577 |
+
"similarity": 0.361,
|
| 3578 |
+
"content_similarity": 0.093,
|
| 3579 |
+
"size_similarity": 0.974,
|
| 3580 |
"breadth_similarity": 1.0,
|
| 3581 |
"concentration_similarity": 1.0,
|
| 3582 |
"shared_filenames": [],
|
|
|
|
| 3589 |
{
|
| 3590 |
"left_pr_number": 46889,
|
| 3591 |
"right_pr_number": 47212,
|
| 3592 |
+
"similarity": 0.357,
|
| 3593 |
"content_similarity": 0.082,
|
| 3594 |
"size_similarity": 1.0,
|
| 3595 |
"breadth_similarity": 1.0,
|
|
|
|
| 3604 |
{
|
| 3605 |
"left_pr_number": 47212,
|
| 3606 |
"right_pr_number": 47304,
|
| 3607 |
+
"similarity": 0.357,
|
| 3608 |
+
"content_similarity": 0.099,
|
| 3609 |
"size_similarity": 0.921,
|
| 3610 |
"breadth_similarity": 1.0,
|
| 3611 |
"concentration_similarity": 1.0,
|
|
|
|
| 3634 |
{
|
| 3635 |
"left_pr_number": 46889,
|
| 3636 |
"right_pr_number": 47304,
|
| 3637 |
+
"similarity": 0.349,
|
| 3638 |
"content_similarity": 0.088,
|
| 3639 |
"size_similarity": 0.921,
|
| 3640 |
"breadth_similarity": 1.0,
|
|
|
|
| 3832 |
47303
|
| 3833 |
],
|
| 3834 |
"representative_pr_number": 47140,
|
| 3835 |
+
"average_similarity": 0.836,
|
| 3836 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/cli/chat.py`, `tests/cli/test_chat.py`; representative PR #47140.",
|
| 3837 |
"shared_filenames": [
|
| 3838 |
"src/transformers/cli/chat.py",
|
|
|
|
| 3869 |
{
|
| 3870 |
"left_pr_number": 46567,
|
| 3871 |
"right_pr_number": 47140,
|
| 3872 |
+
"similarity": 0.851,
|
| 3873 |
+
"content_similarity": 0.81,
|
| 3874 |
"size_similarity": 0.963,
|
| 3875 |
"breadth_similarity": 1.0,
|
| 3876 |
"concentration_similarity": 0.796,
|
|
|
|
| 3981 |
]
|
| 3982 |
},
|
| 3983 |
{
|
| 3984 |
+
"cluster_id": "pr-scope-45570-3",
|
| 3985 |
"pr_numbers": [
|
| 3986 |
+
45570,
|
| 3987 |
+
46795,
|
| 3988 |
+
47150
|
| 3989 |
],
|
| 3990 |
+
"representative_pr_number": 46795,
|
| 3991 |
+
"average_similarity": 0.574,
|
| 3992 |
+
"summary": "3 open PRs share weighted file overlap around `src/transformers/models/whisper/generation_whisper.py`; representative PR #46795.",
|
| 3993 |
"shared_filenames": [
|
| 3994 |
+
"src/transformers/models/whisper/generation_whisper.py"
|
|
|
|
| 3995 |
],
|
| 3996 |
"shared_directories": [
|
| 3997 |
+
"src/transformers/models/whisper",
|
| 3998 |
+
"src/transformers/models",
|
| 3999 |
"src/transformers",
|
|
|
|
| 4000 |
"src"
|
| 4001 |
],
|
| 4002 |
"pairwise": [
|
| 4003 |
{
|
| 4004 |
+
"left_pr_number": 46795,
|
| 4005 |
+
"right_pr_number": 47150,
|
| 4006 |
+
"similarity": 0.898,
|
| 4007 |
+
"content_similarity": 0.997,
|
| 4008 |
+
"size_similarity": 0.333,
|
| 4009 |
"breadth_similarity": 1.0,
|
| 4010 |
+
"concentration_similarity": 1.0,
|
| 4011 |
"shared_filenames": [
|
| 4012 |
+
"src/transformers/models/whisper/generation_whisper.py"
|
|
|
|
| 4013 |
],
|
| 4014 |
"shared_directories": [
|
| 4015 |
+
"src/transformers/models/whisper",
|
| 4016 |
+
"src/transformers/models",
|
| 4017 |
"src/transformers",
|
| 4018 |
+
"src"
|
|
|
|
|
|
|
| 4019 |
]
|
| 4020 |
},
|
| 4021 |
{
|
| 4022 |
+
"left_pr_number": 45570,
|
| 4023 |
+
"right_pr_number": 46795,
|
| 4024 |
+
"similarity": 0.445,
|
| 4025 |
+
"content_similarity": 0.341,
|
| 4026 |
+
"size_similarity": 0.375,
|
| 4027 |
+
"breadth_similarity": 1.0,
|
| 4028 |
+
"concentration_similarity": 1.0,
|
| 4029 |
"shared_filenames": [
|
| 4030 |
+
"src/transformers/models/whisper/generation_whisper.py"
|
|
|
|
| 4031 |
],
|
| 4032 |
"shared_directories": [
|
| 4033 |
+
"src/transformers/models/whisper",
|
| 4034 |
+
"src/transformers/models",
|
| 4035 |
"src/transformers",
|
| 4036 |
+
"src"
|
|
|
|
|
|
|
| 4037 |
]
|
| 4038 |
},
|
| 4039 |
{
|
| 4040 |
+
"left_pr_number": 45570,
|
| 4041 |
+
"right_pr_number": 47150,
|
| 4042 |
+
"similarity": 0.38,
|
| 4043 |
+
"content_similarity": 0.301,
|
| 4044 |
+
"size_similarity": 0.125,
|
| 4045 |
+
"breadth_similarity": 1.0,
|
| 4046 |
+
"concentration_similarity": 1.0,
|
| 4047 |
"shared_filenames": [
|
| 4048 |
+
"src/transformers/models/whisper/generation_whisper.py"
|
|
|
|
| 4049 |
],
|
| 4050 |
"shared_directories": [
|
| 4051 |
+
"src/transformers/models/whisper",
|
| 4052 |
+
"src/transformers/models",
|
| 4053 |
"src/transformers",
|
| 4054 |
+
"src"
|
|
|
|
|
|
|
| 4055 |
]
|
| 4056 |
}
|
| 4057 |
]
|
|
|
|
| 4064 |
44676
|
| 4065 |
],
|
| 4066 |
"representative_pr_number": 44059,
|
| 4067 |
+
"average_similarity": 0.573,
|
| 4068 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/models/gpt2/modeling_gpt2.py`; representative PR #44059.",
|
| 4069 |
"shared_filenames": [
|
| 4070 |
"src/transformers/models/gpt2/modeling_gpt2.py"
|
|
|
|
| 4097 |
{
|
| 4098 |
"left_pr_number": 44015,
|
| 4099 |
"right_pr_number": 44059,
|
| 4100 |
+
"similarity": 0.616,
|
| 4101 |
+
"content_similarity": 0.681,
|
| 4102 |
"size_similarity": 0.543,
|
| 4103 |
"breadth_similarity": 0.333,
|
| 4104 |
"concentration_similarity": 0.488,
|
|
|
|
| 4115 |
{
|
| 4116 |
"left_pr_number": 44015,
|
| 4117 |
"right_pr_number": 44676,
|
| 4118 |
+
"similarity": 0.42,
|
| 4119 |
+
"content_similarity": 0.51,
|
| 4120 |
"size_similarity": 0.034,
|
| 4121 |
"breadth_similarity": 0.333,
|
| 4122 |
"concentration_similarity": 0.488,
|
|
|
|
| 4132 |
}
|
| 4133 |
]
|
| 4134 |
},
|
|
|
|
|
|
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|
|
|
|
|
|
| 4135 |
{
|
| 4136 |
"cluster_id": "pr-scope-45606-3",
|
| 4137 |
"pr_numbers": [
|
|
|
|
| 4419 |
44682
|
| 4420 |
],
|
| 4421 |
"representative_pr_number": 43656,
|
| 4422 |
+
"average_similarity": 0.474,
|
| 4423 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/cli/serve.py`; representative PR #43656.",
|
| 4424 |
"shared_filenames": [
|
| 4425 |
"src/transformers/cli/serve.py"
|
|
|
|
| 4433 |
{
|
| 4434 |
"left_pr_number": 43656,
|
| 4435 |
"right_pr_number": 43842,
|
| 4436 |
+
"similarity": 0.578,
|
| 4437 |
+
"content_similarity": 0.564,
|
| 4438 |
"size_similarity": 0.222,
|
| 4439 |
"breadth_similarity": 1.0,
|
| 4440 |
"concentration_similarity": 1.0,
|
|
|
|
| 4450 |
{
|
| 4451 |
"left_pr_number": 43656,
|
| 4452 |
"right_pr_number": 44682,
|
| 4453 |
+
"similarity": 0.438,
|
| 4454 |
+
"content_similarity": 0.487,
|
| 4455 |
"size_similarity": 0.048,
|
| 4456 |
"breadth_similarity": 0.5,
|
| 4457 |
"concentration_similarity": 0.802,
|
|
|
|
| 4467 |
{
|
| 4468 |
"left_pr_number": 43842,
|
| 4469 |
"right_pr_number": 44682,
|
| 4470 |
+
"similarity": 0.404,
|
| 4471 |
+
"content_similarity": 0.446,
|
| 4472 |
"size_similarity": 0.011,
|
| 4473 |
"breadth_similarity": 0.5,
|
| 4474 |
"concentration_similarity": 0.802,
|
|
|
|
| 4844 |
}
|
| 4845 |
]
|
| 4846 |
},
|
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| 6692 |
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"docs/source/en/model_doc/deimv2.md",
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| 6800 |
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|
| 6843 |
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| 6975 |
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|
| 7047 |
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"docs/source",
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"docs"
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| 7075 |
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"docs"
|
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|
| 7086 |
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| 7088 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.",
|
| 7089 |
"shared_filenames": [
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| 7090 |
"src/transformers/tokenization_utils_tokenizers.py"
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|
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|
| 7097 |
{
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| 7098 |
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|
| 7099 |
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| 7100 |
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| 7174 |
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| 7175 |
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|
| 7176 |
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"src"
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{
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| 7203 |
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"src/transformers/integrations",
|
| 7204 |
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|
| 7205 |
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"src/transformers",
|
| 7206 |
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"src"
|
| 7207 |
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|
| 7208 |
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| 7209 |
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|
| 7210 |
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| 7211 |
{
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| 7212 |
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| 7213 |
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|
| 7283 |
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|
| 7284 |
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| 7286 |
"shared_filenames": [
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| 7287 |
"src/transformers/utils/auto_docstring.py"
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{
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|
| 7320 |
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|
| 7321 |
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|
| 7322 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45975.",
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| 7323 |
"shared_filenames": [
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{
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review_comments.parquet
CHANGED
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| 1 |
version https://git-lfs.github.com/spec/v1
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reviews.parquet
CHANGED
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| 1 |
version https://git-lfs.github.com/spec/v1
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snapshots/20260714T180038Z/manifest.json
ADDED
|
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| 1 |
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{
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| 2 |
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| 3 |
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| 4 |
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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| 20 |
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| 21 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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|
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
+
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snapshots/20260714T180038Z/pr-scope-clusters.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
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snapshots/latest.json
CHANGED
|
@@ -1,8 +1,8 @@
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|
| 1 |
{
|
| 2 |
-
"archived_manifest_path": "snapshots/
|
| 3 |
-
"latest_snapshot_id": "
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| 4 |
"manifest_path": "manifest.json",
|
| 5 |
-
"next_since": "2026-07-
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
-
"snapshot_dir": "snapshots/
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"archived_manifest_path": "snapshots/20260714T180038Z/manifest.json",
|
| 3 |
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"latest_snapshot_id": "20260714T180038Z",
|
| 4 |
"manifest_path": "manifest.json",
|
| 5 |
+
"next_since": "2026-07-14T18:00:38Z",
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
+
"snapshot_dir": "snapshots/20260714T180038Z"
|
| 8 |
}
|
state/watermark.json
CHANGED
|
@@ -1,7 +1,7 @@
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|
| 1 |
{
|
| 2 |
-
"effective_since": "2026-07-
|
| 3 |
-
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| 4 |
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"next_since": "2026-07-
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
-
"updated_at": "2026-07-
|
| 7 |
}
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|
|
|
| 1 |
{
|
| 2 |
+
"effective_since": "2026-07-14T12:01:13Z",
|
| 3 |
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|
| 4 |
+
"next_since": "2026-07-14T18:00:38Z",
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
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"updated_at": "2026-07-14T18:00:38Z"
|
| 7 |
}
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