Refresh transformers dataset snapshot 20260709T000028Z
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README.md
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- eval set creation
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Notes:
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- eval set creation
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Notes:
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- latest snapshot: `20260709T000028Z`
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- raw data only; no labels or moderation decisions
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| 23628 |
"repo_primary_artifact_count": 1,
|
| 23629 |
+
"repo_artifact_count": 8,
|
| 23630 |
"snapshot_issue_count": 0,
|
| 23631 |
"snapshot_pr_count": 1,
|
| 23632 |
+
"snapshot_comment_count": 7,
|
| 23633 |
"snapshot_review_count": 0,
|
| 23634 |
"snapshot_review_comment_count": 0,
|
| 23635 |
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
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 |
|
|
@@ -121,7 +121,7 @@
|
|
| 121 |
| `Jaeyo314` | [profile](https://github.com/Jaeyo314) | no | FIRST_TIMER | 289d | `2026-05-26T16:18:11Z` | 2 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 122 |
| `Jatinverma0786` | [profile](https://github.com/Jatinverma0786) | no | FIRST_TIME_CONTRIBUTOR | 2165d | `2026-07-05T03:47:16Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 123 |
| `JulietChinenyeDuru` | [profile](https://github.com/JulietChinenyeDuru) | no | NONE | 357d | `2026-06-05T04:17:33Z` | 2 | 0 | weak | low | low | young account; high open PR share |
|
| 124 |
-
| `kkwjk2718` | [profile](https://github.com/kkwjk2718) | no |
|
| 125 |
| `Kropiunig` | [profile](https://github.com/Kropiunig) | no | CONTRIBUTOR | 2665d | `2026-06-27T21:52:44Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 126 |
| `lcheng321` | [profile](https://github.com/lcheng321) | no | CONTRIBUTOR | 2614d | `2026-06-20T07:49:11Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 127 |
| `meatybobby` | [profile](https://github.com/meatybobby) | no | CONTRIBUTOR | 4220d | `2026-06-04T18:30:50Z` | 2 | 0 | weak | low | low | high open PR share |
|
|
@@ -180,6 +180,7 @@
|
|
| 180 |
| `anxovatomica` | [profile](https://github.com/anxovatomica) | no | NONE | 3464d | `2026-05-12T13:01:28Z` | 1 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
|
| 181 |
| `atharv1945` | [profile](https://github.com/atharv1945) | no | CONTRIBUTOR | 1082d | `2026-06-15T10:52:55Z` | 1 | 1 | strong | low | low | targets high-star repos |
|
| 182 |
| `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 |
|
|
|
|
| 183 |
| `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 |
|
| 184 |
| `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 |
|
| 185 |
| `jshn9515` | [profile](https://github.com/jshn9515) | no | NONE | 214d | `2026-05-29T22:55:56Z` | 1 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
|
|
@@ -222,6 +223,7 @@
|
|
| 222 |
| `arnavnaik22` | [profile](https://github.com/arnavnaik22) | no | NONE | 597d | `2026-06-05T19:41:55Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
|
| 223 |
| `ash01825` | [profile](https://github.com/ash01825) | no | FIRST_TIME_CONTRIBUTOR | 930d | `2026-06-13T15:51:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 224 |
| `Ashutosh-177` | [profile](https://github.com/Ashutosh-177) | no | NONE | 978d | `2026-05-19T06:28:43Z` | 1 | 0 | mixed | moderate | low | high open PR share |
|
|
|
|
| 225 |
| `atri2549` | [profile](https://github.com/atri2549) | no | FIRST_TIMER | 1108d | `2026-07-01T09:25:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 226 |
| `AyushDas4890` | [profile](https://github.com/AyushDas4890) | no | FIRST_TIME_CONTRIBUTOR | 966d | `2026-07-02T04:24:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 227 |
| `AzeezIsh` | [profile](https://github.com/AzeezIsh) | no | CONTRIBUTOR | 1650d | `2026-06-04T16:46:37Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
|
@@ -239,7 +241,7 @@
|
|
| 239 |
| `Chinmay1220` | [profile](https://github.com/Chinmay1220) | no | FIRST_TIME_CONTRIBUTOR | 999d | `2026-06-11T16:14:03Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
|
| 240 |
| `chirag-gupta-07` | [profile](https://github.com/chirag-gupta-07) | no | FIRST_TIMER | 276d | `2026-05-11T05:43:53Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 241 |
| `cjc0013` | [profile](https://github.com/cjc0013) | no | NONE | 209d | `2026-06-12T22:51:55Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 242 |
-
| `clijo` | [profile](https://github.com/clijo) | no |
|
| 243 |
| `clyang82` | [profile](https://github.com/clyang82) | no | NONE | 4401d | `2026-06-14T07:17:29Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 244 |
| `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 |
|
| 245 |
| `damodharg6` | [profile](https://github.com/damodharg6) | no | FIRST_TIME_CONTRIBUTOR | 407d | `2026-05-15T03:01:55Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
|
@@ -331,6 +333,7 @@
|
|
| 331 |
| `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 |
|
| 332 |
| `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | FIRST_TIME_CONTRIBUTOR | 2554d | `2026-05-23T19:26:01Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 333 |
| `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 |
|
|
|
|
| 334 |
| `Saurav-Gupta-13` | [profile](https://github.com/Saurav-Gupta-13) | no | NONE | 1717d | `2026-06-05T16:58:41Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
|
| 335 |
| `savirpatil` | [profile](https://github.com/savirpatil) | no | NONE | 2041d | `2026-06-12T19:13:53Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
|
| 336 |
| `sergioperezcheco` | [profile](https://github.com/sergioperezcheco) | no | FIRST_TIME_CONTRIBUTOR | 1522d | `2026-06-28T17:06:32Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
|
@@ -545,12 +548,12 @@ Example artifacts:
|
|
| 545 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
|
| 546 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
|
| 547 |
- repo first seen: `2025-08-26T12:13:50Z`
|
| 548 |
-
- repo last seen: `2026-07-
|
| 549 |
- first seen in snapshot: **no**
|
| 550 |
- repo association: **MEMBER**
|
| 551 |
- repo primary artifacts: **60**
|
| 552 |
- snapshot authored PRs/issues: **58 PRs / 2 issues**
|
| 553 |
-
- snapshot discussion activity: **
|
| 554 |
- account age: **1991 days**
|
| 555 |
- recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
|
| 556 |
- public orgs: none visible
|
|
@@ -1640,12 +1643,12 @@ Example artifacts:
|
|
| 1640 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIMvision12)
|
| 1641 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIMvision12)
|
| 1642 |
- repo first seen: `2026-05-10T21:08:04Z`
|
| 1643 |
-
- repo last seen: `2026-07-
|
| 1644 |
- first seen in snapshot: **no**
|
| 1645 |
- repo association: **CONTRIBUTOR**
|
| 1646 |
- repo primary artifacts: **5**
|
| 1647 |
- snapshot authored PRs/issues: **5 PRs / 0 issues**
|
| 1648 |
-
- snapshot discussion activity: **
|
| 1649 |
- account age: **1735 days**
|
| 1650 |
- recent public PR activity: **83 PRs** (80 merged / 3 closed-unmerged / 0 open; merged rate **96%**, closed-unmerged rate **4%**, open rate **0%**)
|
| 1651 |
- public orgs: none visible
|
|
@@ -2335,12 +2338,12 @@ Example artifacts:
|
|
| 2335 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arigen1048)
|
| 2336 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arigen1048)
|
| 2337 |
- repo first seen: `2026-04-28T15:23:48Z`
|
| 2338 |
-
- repo last seen: `2026-07-
|
| 2339 |
- first seen in snapshot: **no**
|
| 2340 |
- repo association: **CONTRIBUTOR**
|
| 2341 |
- repo primary artifacts: **5**
|
| 2342 |
- snapshot authored PRs/issues: **5 PRs / 0 issues**
|
| 2343 |
-
- snapshot discussion activity: **
|
| 2344 |
- account age: **92 days**
|
| 2345 |
- recent public PR activity: **5 PRs** (0 merged / 3 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **60%**, open rate **40%**)
|
| 2346 |
- public orgs: none visible
|
|
@@ -2998,7 +3001,7 @@ Example artifacts:
|
|
| 2998 |
- repo first seen: `2026-07-08T05:08:24Z`
|
| 2999 |
- repo last seen: `2026-07-08T05:15:24Z`
|
| 3000 |
- first seen in snapshot: **no**
|
| 3001 |
-
- repo association: **
|
| 3002 |
- repo primary artifacts: **2**
|
| 3003 |
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 3004 |
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
|
@@ -3009,8 +3012,8 @@ Example artifacts:
|
|
| 3009 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 3010 |
|
| 3011 |
Example artifacts:
|
| 3012 |
-
- [PR #47157: 🌐 [i18n-KO] Translate accelerator_selection.md to Korean](https://github.com/huggingface/transformers/pull/47157) —
|
| 3013 |
-
- [PR #47156: [i18n-KO] Translate optimum.md to Korean and fix Furiosa typo](https://github.com/huggingface/transformers/pull/47156) —
|
| 3014 |
|
| 3015 |
### `Kropiunig`
|
| 3016 |
|
|
@@ -4326,6 +4329,28 @@ Example artifacts:
|
|
| 4326 |
- [PR #46833: Fix RT-DETR indexing error when num_feature_levels exceeds backbone o…](https://github.com/huggingface/transformers/pull/46833) — closed, merged
|
| 4327 |
- [Issue #46832: [RT-DETR] TypeError in RTDetrModel.forward when num_feature_levels > len(backbone outputs)](https://github.com/huggingface/transformers/issues/46832) — closed
|
| 4328 |
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|
| 4329 |
### `evnsnclr`
|
| 4330 |
|
| 4331 |
- profile: [github.com/evnsnclr](https://github.com/evnsnclr)
|
|
@@ -5226,6 +5251,27 @@ Example artifacts:
|
|
| 5226 |
Example artifacts:
|
| 5227 |
- [PR #46068: fix: adapt Whisper models to use self.loss_function with num_items_in_batch support](https://github.com/huggingface/transformers/pull/46068) — closed
|
| 5228 |
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|
| 5229 |
### `atri2549`
|
| 5230 |
|
| 5231 |
- profile: [github.com/atri2549](https://github.com/atri2549)
|
|
@@ -5591,7 +5637,7 @@ Example artifacts:
|
|
| 5591 |
- repo first seen: `2026-07-07T11:36:27Z`
|
| 5592 |
- repo last seen: `2026-07-07T21:34:41Z`
|
| 5593 |
- first seen in snapshot: **no**
|
| 5594 |
-
- repo association: **
|
| 5595 |
- repo primary artifacts: **1**
|
| 5596 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5597 |
- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
|
|
@@ -5602,7 +5648,7 @@ Example artifacts:
|
|
| 5602 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 5603 |
|
| 5604 |
Example artifacts:
|
| 5605 |
-
- [PR #47135: [docs] fix curly quotes rendering to straight quotes](https://github.com/huggingface/transformers/pull/47135) —
|
| 5606 |
|
| 5607 |
### `clyang82`
|
| 5608 |
|
|
@@ -7515,6 +7561,27 @@ Example artifacts:
|
|
| 7515 |
Example artifacts:
|
| 7516 |
- [PR #46929: Fix torch.export compatibility for Mixtral MoE experts](https://github.com/huggingface/transformers/pull/46929) — closed
|
| 7517 |
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|
| 7518 |
### `Saurav-Gupta-13`
|
| 7519 |
|
| 7520 |
- profile: [github.com/Saurav-Gupta-13](https://github.com/Saurav-Gupta-13)
|
|
@@ -7899,12 +7966,12 @@ Example artifacts:
|
|
| 7899 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asubin9)
|
| 7900 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asubin9)
|
| 7901 |
- repo first seen: `2026-07-02T05:11:17Z`
|
| 7902 |
-
- repo last seen: `2026-07-
|
| 7903 |
- first seen in snapshot: **no**
|
| 7904 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 7905 |
- repo primary artifacts: **1**
|
| 7906 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 7907 |
-
- snapshot discussion activity: **
|
| 7908 |
- account age: **1577 days**
|
| 7909 |
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 7910 |
- public orgs: none visible
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260709T000028Z`
|
| 4 |
+
- Generated: `2026-07-09T00:01:48Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `358`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
|
|
| 121 |
| `Jaeyo314` | [profile](https://github.com/Jaeyo314) | no | FIRST_TIMER | 289d | `2026-05-26T16:18:11Z` | 2 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 122 |
| `Jatinverma0786` | [profile](https://github.com/Jatinverma0786) | no | FIRST_TIME_CONTRIBUTOR | 2165d | `2026-07-05T03:47:16Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 123 |
| `JulietChinenyeDuru` | [profile](https://github.com/JulietChinenyeDuru) | no | NONE | 357d | `2026-06-05T04:17:33Z` | 2 | 0 | weak | low | low | young account; high open PR share |
|
| 124 |
+
| `kkwjk2718` | [profile](https://github.com/kkwjk2718) | no | CONTRIBUTOR | 889d | `2026-07-08T05:08:24Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 125 |
| `Kropiunig` | [profile](https://github.com/Kropiunig) | no | CONTRIBUTOR | 2665d | `2026-06-27T21:52:44Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 126 |
| `lcheng321` | [profile](https://github.com/lcheng321) | no | CONTRIBUTOR | 2614d | `2026-06-20T07:49:11Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 127 |
| `meatybobby` | [profile](https://github.com/meatybobby) | no | CONTRIBUTOR | 4220d | `2026-06-04T18:30:50Z` | 2 | 0 | weak | low | low | high open PR share |
|
|
|
|
| 180 |
| `anxovatomica` | [profile](https://github.com/anxovatomica) | no | NONE | 3464d | `2026-05-12T13:01:28Z` | 1 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
|
| 181 |
| `atharv1945` | [profile](https://github.com/atharv1945) | no | CONTRIBUTOR | 1082d | `2026-06-15T10:52:55Z` | 1 | 1 | strong | low | low | targets high-star repos |
|
| 182 |
| `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 |
|
| 183 |
+
| `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 |
|
| 184 |
| `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 |
|
| 185 |
| `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 |
|
| 186 |
| `jshn9515` | [profile](https://github.com/jshn9515) | no | NONE | 214d | `2026-05-29T22:55:56Z` | 1 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
|
|
|
|
| 223 |
| `arnavnaik22` | [profile](https://github.com/arnavnaik22) | no | NONE | 597d | `2026-06-05T19:41:55Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
|
| 224 |
| `ash01825` | [profile](https://github.com/ash01825) | no | FIRST_TIME_CONTRIBUTOR | 930d | `2026-06-13T15:51:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 225 |
| `Ashutosh-177` | [profile](https://github.com/Ashutosh-177) | no | NONE | 978d | `2026-05-19T06:28:43Z` | 1 | 0 | mixed | moderate | low | high open PR share |
|
| 226 |
+
| `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | yes | FIRST_TIME_CONTRIBUTOR | 3285d | `2026-07-08T22:49:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 227 |
| `atri2549` | [profile](https://github.com/atri2549) | no | FIRST_TIMER | 1108d | `2026-07-01T09:25:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 228 |
| `AyushDas4890` | [profile](https://github.com/AyushDas4890) | no | FIRST_TIME_CONTRIBUTOR | 966d | `2026-07-02T04:24:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 229 |
| `AzeezIsh` | [profile](https://github.com/AzeezIsh) | no | CONTRIBUTOR | 1650d | `2026-06-04T16:46:37Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
|
|
|
| 241 |
| `Chinmay1220` | [profile](https://github.com/Chinmay1220) | no | FIRST_TIME_CONTRIBUTOR | 999d | `2026-06-11T16:14:03Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
|
| 242 |
| `chirag-gupta-07` | [profile](https://github.com/chirag-gupta-07) | no | FIRST_TIMER | 276d | `2026-05-11T05:43:53Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 243 |
| `cjc0013` | [profile](https://github.com/cjc0013) | no | NONE | 209d | `2026-06-12T22:51:55Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 244 |
+
| `clijo` | [profile](https://github.com/clijo) | no | CONTRIBUTOR | 2547d | `2026-07-07T11:36:27Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 245 |
| `clyang82` | [profile](https://github.com/clyang82) | no | NONE | 4401d | `2026-06-14T07:17:29Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 246 |
| `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 |
|
| 247 |
| `damodharg6` | [profile](https://github.com/damodharg6) | no | FIRST_TIME_CONTRIBUTOR | 407d | `2026-05-15T03:01:55Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
|
|
|
| 333 |
| `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 |
|
| 334 |
| `Sanjays2402` | [profile](https://github.com/Sanjays2402) | no | FIRST_TIME_CONTRIBUTOR | 2554d | `2026-05-23T19:26:01Z` | 1 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 335 |
| `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 |
|
| 336 |
+
| `sarthak-ad011` | [profile](https://github.com/sarthak-ad011) | yes | FIRST_TIME_CONTRIBUTOR | 328d | `2026-07-08T22:41:19Z` | 1 | 0 | mixed | moderate | low | young account; high recent PR volume |
|
| 337 |
| `Saurav-Gupta-13` | [profile](https://github.com/Saurav-Gupta-13) | no | NONE | 1717d | `2026-06-05T16:58:41Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
|
| 338 |
| `savirpatil` | [profile](https://github.com/savirpatil) | no | NONE | 2041d | `2026-06-12T19:13:53Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
|
| 339 |
| `sergioperezcheco` | [profile](https://github.com/sergioperezcheco) | no | FIRST_TIME_CONTRIBUTOR | 1522d | `2026-06-28T17:06:32Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
|
|
|
| 548 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
|
| 549 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
|
| 550 |
- repo first seen: `2025-08-26T12:13:50Z`
|
| 551 |
+
- repo last seen: `2026-07-08T20:00:20Z`
|
| 552 |
- first seen in snapshot: **no**
|
| 553 |
- repo association: **MEMBER**
|
| 554 |
- repo primary artifacts: **60**
|
| 555 |
- snapshot authored PRs/issues: **58 PRs / 2 issues**
|
| 556 |
+
- snapshot discussion activity: **776 comments / 1449 reviews / 5877 review comments**
|
| 557 |
- account age: **1991 days**
|
| 558 |
- recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
|
| 559 |
- public orgs: none visible
|
|
|
|
| 1643 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIMvision12)
|
| 1644 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIMvision12)
|
| 1645 |
- repo first seen: `2026-05-10T21:08:04Z`
|
| 1646 |
+
- repo last seen: `2026-07-08T23:07:14Z`
|
| 1647 |
- first seen in snapshot: **no**
|
| 1648 |
- repo association: **CONTRIBUTOR**
|
| 1649 |
- repo primary artifacts: **5**
|
| 1650 |
- snapshot authored PRs/issues: **5 PRs / 0 issues**
|
| 1651 |
+
- snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
|
| 1652 |
- account age: **1735 days**
|
| 1653 |
- recent public PR activity: **83 PRs** (80 merged / 3 closed-unmerged / 0 open; merged rate **96%**, closed-unmerged rate **4%**, open rate **0%**)
|
| 1654 |
- public orgs: none visible
|
|
|
|
| 2338 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arigen1048)
|
| 2339 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arigen1048)
|
| 2340 |
- repo first seen: `2026-04-28T15:23:48Z`
|
| 2341 |
+
- repo last seen: `2026-07-08T20:05:15Z`
|
| 2342 |
- first seen in snapshot: **no**
|
| 2343 |
- repo association: **CONTRIBUTOR**
|
| 2344 |
- repo primary artifacts: **5**
|
| 2345 |
- snapshot authored PRs/issues: **5 PRs / 0 issues**
|
| 2346 |
+
- snapshot discussion activity: **22 comments / 0 reviews / 0 review comments**
|
| 2347 |
- account age: **92 days**
|
| 2348 |
- recent public PR activity: **5 PRs** (0 merged / 3 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **60%**, open rate **40%**)
|
| 2349 |
- public orgs: none visible
|
|
|
|
| 3001 |
- repo first seen: `2026-07-08T05:08:24Z`
|
| 3002 |
- repo last seen: `2026-07-08T05:15:24Z`
|
| 3003 |
- first seen in snapshot: **no**
|
| 3004 |
+
- repo association: **CONTRIBUTOR**
|
| 3005 |
- repo primary artifacts: **2**
|
| 3006 |
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 3007 |
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
|
|
|
| 3012 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 3013 |
|
| 3014 |
Example artifacts:
|
| 3015 |
+
- [PR #47157: 🌐 [i18n-KO] Translate accelerator_selection.md to Korean](https://github.com/huggingface/transformers/pull/47157) — closed, merged
|
| 3016 |
+
- [PR #47156: [i18n-KO] Translate optimum.md to Korean and fix Furiosa typo](https://github.com/huggingface/transformers/pull/47156) — closed, merged
|
| 3017 |
|
| 3018 |
### `Kropiunig`
|
| 3019 |
|
|
|
|
| 4329 |
- [PR #46833: Fix RT-DETR indexing error when num_feature_levels exceeds backbone o…](https://github.com/huggingface/transformers/pull/46833) — closed, merged
|
| 4330 |
- [Issue #46832: [RT-DETR] TypeError in RTDetrModel.forward when num_feature_levels > len(backbone outputs)](https://github.com/huggingface/transformers/issues/46832) — closed
|
| 4331 |
|
| 4332 |
+
### `daviswer`
|
| 4333 |
+
|
| 4334 |
+
- profile: [github.com/daviswer](https://github.com/daviswer)
|
| 4335 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adaviswer)
|
| 4336 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adaviswer)
|
| 4337 |
+
- repo first seen: `2026-06-15T02:09:07Z`
|
| 4338 |
+
- repo last seen: `2026-07-08T19:28:45Z`
|
| 4339 |
+
- first seen in snapshot: **no**
|
| 4340 |
+
- repo association: **CONTRIBUTOR**
|
| 4341 |
+
- repo primary artifacts: **2**
|
| 4342 |
+
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
| 4343 |
+
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 4344 |
+
- account age: **4261 days**
|
| 4345 |
+
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 4346 |
+
- public orgs: none visible
|
| 4347 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 4348 |
+
- heuristic read: **high open PR share; targets high-star repos**
|
| 4349 |
+
|
| 4350 |
+
Example artifacts:
|
| 4351 |
+
- [PR #47179: Add Granite-swa and Granitemoe-swa model support](https://github.com/huggingface/transformers/pull/47179) — open
|
| 4352 |
+
- [Issue #46645: Add SWA+sink option to Granite models](https://github.com/huggingface/transformers/issues/46645) — open
|
| 4353 |
+
|
| 4354 |
### `evnsnclr`
|
| 4355 |
|
| 4356 |
- profile: [github.com/evnsnclr](https://github.com/evnsnclr)
|
|
|
|
| 5251 |
Example artifacts:
|
| 5252 |
- [PR #46068: fix: adapt Whisper models to use self.loss_function with num_items_in_batch support](https://github.com/huggingface/transformers/pull/46068) — closed
|
| 5253 |
|
| 5254 |
+
### `atharvajoshi10`
|
| 5255 |
+
|
| 5256 |
+
- profile: [github.com/atharvajoshi10](https://github.com/atharvajoshi10)
|
| 5257 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aatharvajoshi10)
|
| 5258 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aatharvajoshi10)
|
| 5259 |
+
- repo first seen: `2026-07-08T22:49:00Z`
|
| 5260 |
+
- repo last seen: `2026-07-08T22:49:00Z`
|
| 5261 |
+
- first seen in snapshot: **yes**
|
| 5262 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 5263 |
+
- repo primary artifacts: **1**
|
| 5264 |
+
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5265 |
+
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 5266 |
+
- account age: **3285 days**
|
| 5267 |
+
- recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
|
| 5268 |
+
- public orgs: none visible
|
| 5269 |
+
- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
|
| 5270 |
+
- heuristic read: **high open PR share; targets high-star repos**
|
| 5271 |
+
|
| 5272 |
+
Example artifacts:
|
| 5273 |
+
- [PR #47181: Add Cosmos3 Edge model support](https://github.com/huggingface/transformers/pull/47181) — open
|
| 5274 |
+
|
| 5275 |
### `atri2549`
|
| 5276 |
|
| 5277 |
- profile: [github.com/atri2549](https://github.com/atri2549)
|
|
|
|
| 5637 |
- repo first seen: `2026-07-07T11:36:27Z`
|
| 5638 |
- repo last seen: `2026-07-07T21:34:41Z`
|
| 5639 |
- first seen in snapshot: **no**
|
| 5640 |
+
- repo association: **CONTRIBUTOR**
|
| 5641 |
- repo primary artifacts: **1**
|
| 5642 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5643 |
- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
|
|
|
|
| 5648 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 5649 |
|
| 5650 |
Example artifacts:
|
| 5651 |
+
- [PR #47135: [docs] fix curly quotes rendering to straight quotes](https://github.com/huggingface/transformers/pull/47135) — closed, merged
|
| 5652 |
|
| 5653 |
### `clyang82`
|
| 5654 |
|
|
|
|
| 7561 |
Example artifacts:
|
| 7562 |
- [PR #46929: Fix torch.export compatibility for Mixtral MoE experts](https://github.com/huggingface/transformers/pull/46929) — closed
|
| 7563 |
|
| 7564 |
+
### `sarthak-ad011`
|
| 7565 |
+
|
| 7566 |
+
- profile: [github.com/sarthak-ad011](https://github.com/sarthak-ad011)
|
| 7567 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asarthak-ad011)
|
| 7568 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asarthak-ad011)
|
| 7569 |
+
- repo first seen: `2026-07-08T22:41:19Z`
|
| 7570 |
+
- repo last seen: `2026-07-08T22:41:19Z`
|
| 7571 |
+
- first seen in snapshot: **yes**
|
| 7572 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 7573 |
+
- repo primary artifacts: **1**
|
| 7574 |
+
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 7575 |
+
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 7576 |
+
- account age: **328 days**
|
| 7577 |
+
- recent public PR activity: **60 PRs** (50 merged / 8 closed-unmerged / 2 open; merged rate **83%**, closed-unmerged rate **13%**, open rate **3%**)
|
| 7578 |
+
- public orgs: none visible
|
| 7579 |
+
- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
|
| 7580 |
+
- heuristic read: **young account; high recent PR volume**
|
| 7581 |
+
|
| 7582 |
+
Example artifacts:
|
| 7583 |
+
- [PR #47180: fix: resolve device mismatch in Bark semantic model by offloading inp…](https://github.com/huggingface/transformers/pull/47180) — open
|
| 7584 |
+
|
| 7585 |
### `Saurav-Gupta-13`
|
| 7586 |
|
| 7587 |
- profile: [github.com/Saurav-Gupta-13](https://github.com/Saurav-Gupta-13)
|
|
|
|
| 7966 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asubin9)
|
| 7967 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asubin9)
|
| 7968 |
- repo first seen: `2026-07-02T05:11:17Z`
|
| 7969 |
+
- repo last seen: `2026-07-08T23:57:08Z`
|
| 7970 |
- first seen in snapshot: **no**
|
| 7971 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 7972 |
- repo primary artifacts: **1**
|
| 7973 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 7974 |
+
- snapshot discussion activity: **7 comments / 0 reviews / 0 review comments**
|
| 7975 |
- account age: **1577 days**
|
| 7976 |
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 7977 |
- public orgs: none visible
|
new_contributors.parquet
CHANGED
|
@@ -1,3 +1,3 @@
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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| 3 |
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version https://git-lfs.github.com/spec/v1
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size 64784
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pr-scope-clusters.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
-
"snapshot_id": "
|
| 4 |
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"generated_at": "2026-07-
|
| 5 |
"cluster_count": 79,
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
|
@@ -66,7 +66,7 @@
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|
| 66 |
"left_pr_number": 43651,
|
| 67 |
"right_pr_number": 43663,
|
| 68 |
"similarity": 0.545,
|
| 69 |
-
"content_similarity": 0.
|
| 70 |
"size_similarity": 0.72,
|
| 71 |
"breadth_similarity": 1.0,
|
| 72 |
"concentration_similarity": 1.0,
|
|
@@ -177,7 +177,7 @@
|
|
| 177 |
{
|
| 178 |
"left_pr_number": 43663,
|
| 179 |
"right_pr_number": 44660,
|
| 180 |
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"similarity": 0.
|
| 181 |
"content_similarity": 0.388,
|
| 182 |
"size_similarity": 0.24,
|
| 183 |
"breadth_similarity": 1.0,
|
|
@@ -289,7 +289,7 @@
|
|
| 289 |
{
|
| 290 |
"left_pr_number": 44660,
|
| 291 |
"right_pr_number": 45067,
|
| 292 |
-
"similarity": 0.
|
| 293 |
"content_similarity": 0.352,
|
| 294 |
"size_similarity": 0.24,
|
| 295 |
"breadth_similarity": 1.0,
|
|
@@ -1943,7 +1943,7 @@
|
|
| 1943 |
"left_pr_number": 41606,
|
| 1944 |
"right_pr_number": 46161,
|
| 1945 |
"similarity": 0.364,
|
| 1946 |
-
"content_similarity": 0.
|
| 1947 |
"size_similarity": 0.971,
|
| 1948 |
"breadth_similarity": 1.0,
|
| 1949 |
"concentration_similarity": 0.712,
|
|
@@ -1960,7 +1960,7 @@
|
|
| 1960 |
"left_pr_number": 44543,
|
| 1961 |
"right_pr_number": 45627,
|
| 1962 |
"similarity": 0.36,
|
| 1963 |
-
"content_similarity": 0.
|
| 1964 |
"size_similarity": 0.423,
|
| 1965 |
"breadth_similarity": 1.0,
|
| 1966 |
"concentration_similarity": 0.985,
|
|
@@ -1994,8 +1994,8 @@
|
|
| 1994 |
{
|
| 1995 |
"left_pr_number": 41606,
|
| 1996 |
"right_pr_number": 45627,
|
| 1997 |
-
"similarity": 0.
|
| 1998 |
-
"content_similarity": 0.
|
| 1999 |
"size_similarity": 0.725,
|
| 2000 |
"breadth_similarity": 1.0,
|
| 2001 |
"concentration_similarity": 0.697,
|
|
@@ -2157,7 +2157,7 @@
|
|
| 2157 |
"left_pr_number": 32189,
|
| 2158 |
"right_pr_number": 47097,
|
| 2159 |
"similarity": 0.474,
|
| 2160 |
-
"content_similarity": 0.
|
| 2161 |
"size_similarity": 0.977,
|
| 2162 |
"breadth_similarity": 0.833,
|
| 2163 |
"concentration_similarity": 0.766,
|
|
@@ -2276,7 +2276,7 @@
|
|
| 2276 |
"left_pr_number": 32189,
|
| 2277 |
"right_pr_number": 45985,
|
| 2278 |
"similarity": 0.34,
|
| 2279 |
-
"content_similarity": 0.
|
| 2280 |
"size_similarity": 0.088,
|
| 2281 |
"breadth_similarity": 0.417,
|
| 2282 |
"concentration_similarity": 0.935,
|
|
@@ -2293,7 +2293,7 @@
|
|
| 2293 |
"left_pr_number": 32189,
|
| 2294 |
"right_pr_number": 39683,
|
| 2295 |
"similarity": 0.327,
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| 2296 |
-
"content_similarity": 0.
|
| 2297 |
"size_similarity": 0.135,
|
| 2298 |
"breadth_similarity": 0.417,
|
| 2299 |
"concentration_similarity": 0.935,
|
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@@ -2309,7 +2309,7 @@
|
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| 2309 |
{
|
| 2310 |
"left_pr_number": 32189,
|
| 2311 |
"right_pr_number": 34667,
|
| 2312 |
-
"similarity": 0.
|
| 2313 |
"content_similarity": 0.306,
|
| 2314 |
"size_similarity": 0.065,
|
| 2315 |
"breadth_similarity": 0.417,
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@@ -2344,7 +2344,7 @@
|
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| 2344 |
"left_pr_number": 32189,
|
| 2345 |
"right_pr_number": 44872,
|
| 2346 |
"similarity": 0.259,
|
| 2347 |
-
"content_similarity": 0.
|
| 2348 |
"size_similarity": 0.018,
|
| 2349 |
"breadth_similarity": 0.417,
|
| 2350 |
"concentration_similarity": 0.935,
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@@ -2580,7 +2580,7 @@
|
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| 2580 |
47153
|
| 2581 |
],
|
| 2582 |
"representative_pr_number": 46735,
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| 2583 |
-
"average_similarity": 0.
|
| 2584 |
"summary": "5 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`, `src/transformers/generation/candidate_generator.py`; representative PR #46735.",
|
| 2585 |
"shared_filenames": [
|
| 2586 |
"tests/generation/test_utils.py",
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@@ -2618,8 +2618,8 @@
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{
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"left_pr_number": 45979,
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"right_pr_number": 46735,
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-
"similarity": 0.
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-
"content_similarity": 0.
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| 2623 |
"size_similarity": 0.248,
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"breadth_similarity": 0.533,
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| 2625 |
"concentration_similarity": 0.96,
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@@ -2638,8 +2638,8 @@
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| 2638 |
{
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| 2639 |
"left_pr_number": 45979,
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"right_pr_number": 47153,
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-
"similarity": 0.
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| 2642 |
-
"content_similarity": 0.
|
| 2643 |
"size_similarity": 0.178,
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| 2644 |
"breadth_similarity": 0.533,
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| 2645 |
"concentration_similarity": 0.939,
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@@ -2676,14 +2676,14 @@
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| 2676 |
},
|
| 2677 |
{
|
| 2678 |
"left_pr_number": 42655,
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-
"right_pr_number":
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| 2680 |
-
"similarity": 0.
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-
"content_similarity": 0.
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-
"size_similarity": 0.
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-
"breadth_similarity": 0.
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| 2684 |
-
"concentration_similarity": 0.
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| 2685 |
"shared_filenames": [
|
| 2686 |
-
"src/transformers/generation/
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"tests/generation/test_utils.py"
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],
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"shared_directories": [
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},
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{
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"left_pr_number": 42655,
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"right_pr_number":
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-
"similarity": 0.
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"content_similarity": 0.
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-
"size_similarity": 0.
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-
"breadth_similarity": 0.
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-
"concentration_similarity": 0.
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| 2705 |
"shared_filenames": [
|
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-
"src/transformers/generation/
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"tests/generation/test_utils.py"
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],
|
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"shared_directories": [
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@@ -2718,7 +2718,7 @@
|
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| 2718 |
"left_pr_number": 46124,
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| 2719 |
"right_pr_number": 46735,
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| 2720 |
"similarity": 0.386,
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| 2721 |
-
"content_similarity": 0.
|
| 2722 |
"size_similarity": 0.467,
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| 2723 |
"breadth_similarity": 1.0,
|
| 2724 |
"concentration_similarity": 0.917,
|
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@@ -2737,7 +2737,7 @@
|
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| 2737 |
"left_pr_number": 42655,
|
| 2738 |
"right_pr_number": 46735,
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| 2739 |
"similarity": 0.316,
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| 2740 |
-
"content_similarity": 0.
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| 2741 |
"size_similarity": 0.082,
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| 2742 |
"breadth_similarity": 0.417,
|
| 2743 |
"concentration_similarity": 0.837,
|
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@@ -2757,7 +2757,7 @@
|
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| 2757 |
"left_pr_number": 42655,
|
| 2758 |
"right_pr_number": 47153,
|
| 2759 |
"similarity": 0.301,
|
| 2760 |
-
"content_similarity": 0.
|
| 2761 |
"size_similarity": 0.059,
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| 2762 |
"breadth_similarity": 0.417,
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| 2763 |
"concentration_similarity": 0.736,
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@@ -2777,7 +2777,7 @@
|
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| 2777 |
"left_pr_number": 45979,
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| 2778 |
"right_pr_number": 46124,
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| 2779 |
"similarity": 0.272,
|
| 2780 |
-
"content_similarity": 0.
|
| 2781 |
"size_similarity": 0.116,
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"breadth_similarity": 0.533,
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"concentration_similarity": 0.957,
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@@ -2804,7 +2804,7 @@
|
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| 2804 |
47109
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],
|
| 2806 |
"representative_pr_number": 44407,
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| 2807 |
-
"average_similarity": 0.
|
| 2808 |
"summary": "5 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44407.",
|
| 2809 |
"shared_filenames": [],
|
| 2810 |
"shared_directories": [
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@@ -2834,8 +2834,8 @@
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{
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"left_pr_number": 33686,
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"right_pr_number": 44550,
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-
"similarity": 0.
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-
"content_similarity": 0.
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"size_similarity": 1.0,
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"breadth_similarity": 1.0,
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| 2841 |
"concentration_similarity": 1.0,
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@@ -3186,7 +3186,7 @@
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{
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"left_pr_number": 45293,
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"right_pr_number": 46580,
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-
"similarity": 0.
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"content_similarity": 0.503,
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| 3191 |
"size_similarity": 0.714,
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| 3192 |
"breadth_similarity": 0.5,
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@@ -3204,8 +3204,8 @@
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| 3204 |
{
|
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"left_pr_number": 46580,
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"right_pr_number": 47017,
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-
"similarity": 0.
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-
"content_similarity": 0.
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| 3209 |
"size_similarity": 0.318,
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| 3210 |
"breadth_similarity": 0.5,
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| 3211 |
"concentration_similarity": 0.625,
|
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@@ -3352,7 +3352,7 @@
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| 3352 |
{
|
| 3353 |
"left_pr_number": 45438,
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"right_pr_number": 45883,
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-
"similarity": 0.
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"content_similarity": 0.58,
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"size_similarity": 0.392,
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"breadth_similarity": 0.325,
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@@ -3393,7 +3393,7 @@
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"left_pr_number": 45294,
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"right_pr_number": 46642,
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"similarity": 0.343,
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-
"content_similarity": 0.
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"size_similarity": 0.275,
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"breadth_similarity": 0.561,
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| 3399 |
"concentration_similarity": 0.51,
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@@ -3454,8 +3454,8 @@
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| 3454 |
{
|
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"left_pr_number": 44615,
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"right_pr_number": 46152,
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-
"similarity": 0.
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-
"content_similarity": 0.
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"size_similarity": 0.583,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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@@ -3471,8 +3471,8 @@
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{
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"left_pr_number": 44615,
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"right_pr_number": 46995,
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-
"similarity": 0.
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-
"content_similarity": 0.
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"size_similarity": 0.229,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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@@ -3489,7 +3489,7 @@
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"left_pr_number": 46152,
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"right_pr_number": 46995,
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"similarity": 0.474,
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-
"content_similarity": 0.
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"size_similarity": 0.133,
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"breadth_similarity": 1.0,
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| 3495 |
"concentration_similarity": 1.0,
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@@ -3505,8 +3505,8 @@
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| 3505 |
{
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"left_pr_number": 44385,
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"right_pr_number": 46995,
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"similarity": 0.
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"content_similarity": 0.
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"size_similarity": 0.615,
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"breadth_similarity": 0.667,
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| 3512 |
"concentration_similarity": 1.0,
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@@ -3522,8 +3522,8 @@
|
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| 3522 |
{
|
| 3523 |
"left_pr_number": 44385,
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"right_pr_number": 44615,
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-
"similarity": 0.
|
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-
"content_similarity": 0.
|
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"size_similarity": 0.371,
|
| 3528 |
"breadth_similarity": 0.667,
|
| 3529 |
"concentration_similarity": 1.0,
|
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@@ -3540,7 +3540,7 @@
|
|
| 3540 |
"left_pr_number": 44385,
|
| 3541 |
"right_pr_number": 46152,
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| 3542 |
"similarity": 0.385,
|
| 3543 |
-
"content_similarity": 0.
|
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"size_similarity": 0.217,
|
| 3545 |
"breadth_similarity": 0.667,
|
| 3546 |
"concentration_similarity": 1.0,
|
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@@ -3866,8 +3866,8 @@
|
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| 3866 |
{
|
| 3867 |
"left_pr_number": 44015,
|
| 3868 |
"right_pr_number": 44676,
|
| 3869 |
-
"similarity": 0.
|
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-
"content_similarity": 0.
|
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"size_similarity": 0.034,
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"breadth_similarity": 0.333,
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| 3873 |
"concentration_similarity": 0.488,
|
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@@ -3891,7 +3891,7 @@
|
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| 3891 |
46364
|
| 3892 |
],
|
| 3893 |
"representative_pr_number": 41441,
|
| 3894 |
-
"average_similarity": 0.
|
| 3895 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
|
| 3896 |
"shared_filenames": [
|
| 3897 |
"src/transformers/hf_argparser.py"
|
|
@@ -4012,7 +4012,7 @@
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| 4012 |
{
|
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"left_pr_number": 43997,
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"right_pr_number": 44019,
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-
"similarity": 0.
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| 4016 |
"content_similarity": 0.023,
|
| 4017 |
"size_similarity": 0.722,
|
| 4018 |
"breadth_similarity": 1.0,
|
|
@@ -4061,7 +4061,7 @@
|
|
| 4061 |
"left_pr_number": 44114,
|
| 4062 |
"right_pr_number": 46196,
|
| 4063 |
"similarity": 0.668,
|
| 4064 |
-
"content_similarity": 0.
|
| 4065 |
"size_similarity": 0.431,
|
| 4066 |
"breadth_similarity": 0.631,
|
| 4067 |
"concentration_similarity": 0.993,
|
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@@ -4180,7 +4180,7 @@
|
|
| 4180 |
{
|
| 4181 |
"left_pr_number": 43656,
|
| 4182 |
"right_pr_number": 43842,
|
| 4183 |
-
"similarity": 0.
|
| 4184 |
"content_similarity": 0.566,
|
| 4185 |
"size_similarity": 0.222,
|
| 4186 |
"breadth_similarity": 1.0,
|
|
@@ -4316,7 +4316,7 @@
|
|
| 4316 |
45655
|
| 4317 |
],
|
| 4318 |
"representative_pr_number": 45649,
|
| 4319 |
-
"average_similarity": 0.
|
| 4320 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
|
| 4321 |
"shared_filenames": [
|
| 4322 |
"src/transformers/modeling_utils.py"
|
|
@@ -4327,12 +4327,12 @@
|
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| 4327 |
],
|
| 4328 |
"pairwise": [
|
| 4329 |
{
|
| 4330 |
-
"left_pr_number":
|
| 4331 |
-
"right_pr_number":
|
| 4332 |
-
"similarity": 0.
|
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-
"content_similarity": 0.
|
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-
"size_similarity": 0.
|
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-
"breadth_similarity":
|
| 4336 |
"concentration_similarity": 1.0,
|
| 4337 |
"shared_filenames": [
|
| 4338 |
"src/transformers/modeling_utils.py"
|
|
@@ -4343,12 +4343,12 @@
|
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| 4343 |
]
|
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},
|
| 4345 |
{
|
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-
"left_pr_number":
|
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-
"right_pr_number":
|
| 4348 |
"similarity": 0.514,
|
| 4349 |
-
"content_similarity": 0.
|
| 4350 |
-
"size_similarity": 0.
|
| 4351 |
-
"breadth_similarity":
|
| 4352 |
"concentration_similarity": 1.0,
|
| 4353 |
"shared_filenames": [
|
| 4354 |
"src/transformers/modeling_utils.py"
|
|
@@ -4361,8 +4361,8 @@
|
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| 4361 |
{
|
| 4362 |
"left_pr_number": 45548,
|
| 4363 |
"right_pr_number": 45655,
|
| 4364 |
-
"similarity": 0.
|
| 4365 |
-
"content_similarity": 0.
|
| 4366 |
"size_similarity": 0.191,
|
| 4367 |
"breadth_similarity": 0.75,
|
| 4368 |
"concentration_similarity": 1.0,
|
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@@ -4444,7 +4444,7 @@
|
|
| 4444 |
"left_pr_number": 46099,
|
| 4445 |
"right_pr_number": 46269,
|
| 4446 |
"similarity": 0.413,
|
| 4447 |
-
"content_similarity": 0.
|
| 4448 |
"size_similarity": 0.013,
|
| 4449 |
"breadth_similarity": 0.284,
|
| 4450 |
"concentration_similarity": 0.805,
|
|
@@ -4576,8 +4576,8 @@
|
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| 4576 |
{
|
| 4577 |
"left_pr_number": 45709,
|
| 4578 |
"right_pr_number": 46211,
|
| 4579 |
-
"similarity": 0.
|
| 4580 |
-
"content_similarity": 0.
|
| 4581 |
"size_similarity": 0.753,
|
| 4582 |
"breadth_similarity": 0.2,
|
| 4583 |
"concentration_similarity": 0.571,
|
|
@@ -5426,7 +5426,7 @@
|
|
| 5426 |
45977
|
| 5427 |
],
|
| 5428 |
"representative_pr_number": 44794,
|
| 5429 |
-
"average_similarity": 0.
|
| 5430 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`, `src/transformers/quantizers/quantizer_gguf.py`; representative PR #44794.",
|
| 5431 |
"shared_filenames": [
|
| 5432 |
"src/transformers/integrations/gguf_dequant.py",
|
|
@@ -5452,7 +5452,7 @@
|
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| 5452 |
{
|
| 5453 |
"left_pr_number": 44794,
|
| 5454 |
"right_pr_number": 45977,
|
| 5455 |
-
"similarity": 0.
|
| 5456 |
"content_similarity": 0.735,
|
| 5457 |
"size_similarity": 0.596,
|
| 5458 |
"breadth_similarity": 0.694,
|
|
@@ -5526,7 +5526,7 @@
|
|
| 5526 |
45480
|
| 5527 |
],
|
| 5528 |
"representative_pr_number": 43747,
|
| 5529 |
-
"average_similarity": 0.
|
| 5530 |
"summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.",
|
| 5531 |
"shared_filenames": [
|
| 5532 |
"tests/quantization/compressed_tensors_integration/test_compressed_models.py"
|
|
@@ -5540,8 +5540,8 @@
|
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| 5540 |
{
|
| 5541 |
"left_pr_number": 43747,
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| 5542 |
"right_pr_number": 45480,
|
| 5543 |
-
"similarity": 0.
|
| 5544 |
-
"content_similarity": 0.
|
| 5545 |
"size_similarity": 0.664,
|
| 5546 |
"breadth_similarity": 1.0,
|
| 5547 |
"concentration_similarity": 0.751,
|
|
@@ -5716,7 +5716,7 @@
|
|
| 5716 |
"left_pr_number": 44228,
|
| 5717 |
"right_pr_number": 46324,
|
| 5718 |
"similarity": 0.563,
|
| 5719 |
-
"content_similarity": 0.
|
| 5720 |
"size_similarity": 0.259,
|
| 5721 |
"breadth_similarity": 0.583,
|
| 5722 |
"concentration_similarity": 0.926,
|
|
@@ -5831,6 +5831,43 @@
|
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}
|
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]
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},
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{
|
| 5835 |
"cluster_id": "pr-scope-45541-2",
|
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"pr_numbers": [
|
|
@@ -5909,80 +5946,6 @@
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| 5909 |
}
|
| 5910 |
]
|
| 5911 |
},
|
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{
|
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-
"cluster_id": "pr-scope-45037-2",
|
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"pr_numbers": [
|
| 5915 |
-
45037,
|
| 5916 |
-
47135
|
| 5917 |
-
],
|
| 5918 |
-
"representative_pr_number": 45037,
|
| 5919 |
-
"average_similarity": 0.512,
|
| 5920 |
-
"summary": "2 open PRs share weighted file overlap around `docs/source/en/attention_interface.md`; representative PR #45037.",
|
| 5921 |
-
"shared_filenames": [
|
| 5922 |
-
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],
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"shared_directories": [
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],
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"pairwise": [
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{
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"content_similarity": 0.497,
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"size_similarity": 0.095,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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"shared_filenames": [
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"docs/source/en/attention_interface.md"
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],
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"shared_directories": [
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45056,
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45128
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],
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"representative_pr_number": 45056,
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"average_similarity": 0.508,
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"summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.",
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"shared_filenames": [
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"shared_directories": [
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"pairwise": [
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{
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"left_pr_number": 45056,
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"right_pr_number": 45128,
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"similarity": 0.508,
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"content_similarity": 0.406,
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"size_similarity": 0.669,
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"breadth_similarity": 0.875,
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"concentration_similarity": 0.724,
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"shared_filenames": [
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-
"src/transformers/utils/auto_docstring.py"
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],
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"shared_directories": [
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"src/transformers/utils",
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"src/transformers",
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]
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}
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]
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{
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"cluster_id": "pr-scope-44973-2",
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"pr_numbers": [
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{
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"cluster_id": "pr-scope-45110-2",
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"pr_numbers": [
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44339
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],
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"representative_pr_number": 41356,
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-
"average_similarity": 0.
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"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.",
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"shared_filenames": [
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"docs/source/en/model_doc/deimv2.md",
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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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"content_similarity": 0.476,
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"size_similarity": 0.081,
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"breadth_similarity": 0.444,
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46643
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],
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"representative_pr_number": 42112,
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-
"average_similarity": 0.
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"summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`, `src/transformers/generation/utils.py`; representative PR #42112.",
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"shared_filenames": [
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"src/transformers/generation/logits_process.py",
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{
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"left_pr_number": 42112,
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"right_pr_number": 46643,
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-
"similarity": 0.
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-
"content_similarity": 0.
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"size_similarity": 0.029,
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"breadth_similarity": 0.521,
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"concentration_similarity": 0.841,
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],
|
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"representative_pr_number": 43446,
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"average_similarity": 0.
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"summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`, `src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py`, `src/transformers/models/fast_vlm/modeling_fast_vlm.py`; representative PR #43446.",
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"shared_filenames": [
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"src/transformers/models/deepseek_vl/modeling_deepseek_vl.py",
|
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{
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"left_pr_number": 43446,
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"right_pr_number": 45783,
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-
"similarity": 0.
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"content_similarity": 0.378,
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"size_similarity": 0.344,
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"breadth_similarity": 0.4,
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"left_pr_number": 44606,
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"right_pr_number": 45086,
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"similarity": 0.401,
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-
"content_similarity": 0.
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"size_similarity": 0.222,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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45552
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],
|
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"representative_pr_number": 44642,
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-
"average_similarity": 0.
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"summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.",
|
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"shared_filenames": [
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"src/transformers/utils/auto_docstring.py"
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{
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"left_pr_number": 44642,
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"right_pr_number": 45552,
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"similarity": 0.
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"content_similarity": 0.
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"size_similarity": 0.167,
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"breadth_similarity": 1.0,
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"concentration_similarity": 1.0,
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"left_pr_number": 45975,
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"right_pr_number": 46792,
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"similarity": 0.353,
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-
"content_similarity": 0.
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"size_similarity": 0.444,
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"breadth_similarity": 0.75,
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"concentration_similarity": 0.647,
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| 1 |
{
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"repo": "huggingface/transformers",
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+
"snapshot_id": "20260709T000028Z",
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+
"generated_at": "2026-07-09T00:01:39Z",
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"cluster_count": 79,
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"pr_scope_clusters": [
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{
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"left_pr_number": 43651,
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"right_pr_number": 43663,
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"similarity": 0.545,
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+
"content_similarity": 0.409,
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"breadth_similarity": 1.0,
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{
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+
"similarity": 0.457,
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"content_similarity": 0.388,
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"size_similarity": 0.24,
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"breadth_similarity": 1.0,
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{
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"similarity": 0.432,
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"content_similarity": 0.352,
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"size_similarity": 0.24,
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+
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"concentration_similarity": 0.712,
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"right_pr_number": 45627,
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"similarity": 0.36,
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+
"content_similarity": 0.21,
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"concentration_similarity": 0.985,
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{
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"right_pr_number": 45627,
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+
"similarity": 0.322,
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+
"content_similarity": 0.112,
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"size_similarity": 0.725,
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"breadth_similarity": 1.0,
|
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"concentration_similarity": 0.697,
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"left_pr_number": 32189,
|
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"right_pr_number": 47097,
|
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"similarity": 0.474,
|
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+
"content_similarity": 0.294,
|
| 2161 |
"size_similarity": 0.977,
|
| 2162 |
"breadth_similarity": 0.833,
|
| 2163 |
"concentration_similarity": 0.766,
|
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| 2276 |
"left_pr_number": 32189,
|
| 2277 |
"right_pr_number": 45985,
|
| 2278 |
"similarity": 0.34,
|
| 2279 |
+
"content_similarity": 0.341,
|
| 2280 |
"size_similarity": 0.088,
|
| 2281 |
"breadth_similarity": 0.417,
|
| 2282 |
"concentration_similarity": 0.935,
|
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| 2293 |
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|
| 2294 |
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|
| 2295 |
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|
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+
"content_similarity": 0.312,
|
| 2297 |
"size_similarity": 0.135,
|
| 2298 |
"breadth_similarity": 0.417,
|
| 2299 |
"concentration_similarity": 0.935,
|
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| 2309 |
{
|
| 2310 |
"left_pr_number": 32189,
|
| 2311 |
"right_pr_number": 34667,
|
| 2312 |
+
"similarity": 0.313,
|
| 2313 |
"content_similarity": 0.306,
|
| 2314 |
"size_similarity": 0.065,
|
| 2315 |
"breadth_similarity": 0.417,
|
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|
| 2344 |
"left_pr_number": 32189,
|
| 2345 |
"right_pr_number": 44872,
|
| 2346 |
"similarity": 0.259,
|
| 2347 |
+
"content_similarity": 0.24,
|
| 2348 |
"size_similarity": 0.018,
|
| 2349 |
"breadth_similarity": 0.417,
|
| 2350 |
"concentration_similarity": 0.935,
|
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| 2580 |
47153
|
| 2581 |
],
|
| 2582 |
"representative_pr_number": 46735,
|
| 2583 |
+
"average_similarity": 0.413,
|
| 2584 |
"summary": "5 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`, `src/transformers/generation/candidate_generator.py`; representative PR #46735.",
|
| 2585 |
"shared_filenames": [
|
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"tests/generation/test_utils.py",
|
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{
|
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"left_pr_number": 45979,
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"right_pr_number": 46735,
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|
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| 2624 |
"breadth_similarity": 0.533,
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| 2625 |
"concentration_similarity": 0.96,
|
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| 2638 |
{
|
| 2639 |
"left_pr_number": 45979,
|
| 2640 |
"right_pr_number": 47153,
|
| 2641 |
+
"similarity": 0.443,
|
| 2642 |
+
"content_similarity": 0.452,
|
| 2643 |
"size_similarity": 0.178,
|
| 2644 |
"breadth_similarity": 0.533,
|
| 2645 |
"concentration_similarity": 0.939,
|
|
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| 2676 |
},
|
| 2677 |
{
|
| 2678 |
"left_pr_number": 42655,
|
| 2679 |
+
"right_pr_number": 45979,
|
| 2680 |
+
"similarity": 0.412,
|
| 2681 |
+
"content_similarity": 0.347,
|
| 2682 |
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"size_similarity": 0.329,
|
| 2683 |
+
"breadth_similarity": 0.792,
|
| 2684 |
+
"concentration_similarity": 0.797,
|
| 2685 |
"shared_filenames": [
|
| 2686 |
+
"src/transformers/generation/utils.py",
|
| 2687 |
"tests/generation/test_utils.py"
|
| 2688 |
],
|
| 2689 |
"shared_directories": [
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|
|
| 2696 |
},
|
| 2697 |
{
|
| 2698 |
"left_pr_number": 42655,
|
| 2699 |
+
"right_pr_number": 46124,
|
| 2700 |
+
"similarity": 0.399,
|
| 2701 |
+
"content_similarity": 0.449,
|
| 2702 |
+
"size_similarity": 0.038,
|
| 2703 |
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"breadth_similarity": 0.417,
|
| 2704 |
+
"concentration_similarity": 0.753,
|
| 2705 |
"shared_filenames": [
|
| 2706 |
+
"src/transformers/generation/candidate_generator.py",
|
| 2707 |
"tests/generation/test_utils.py"
|
| 2708 |
],
|
| 2709 |
"shared_directories": [
|
|
|
|
| 2718 |
"left_pr_number": 46124,
|
| 2719 |
"right_pr_number": 46735,
|
| 2720 |
"similarity": 0.386,
|
| 2721 |
+
"content_similarity": 0.242,
|
| 2722 |
"size_similarity": 0.467,
|
| 2723 |
"breadth_similarity": 1.0,
|
| 2724 |
"concentration_similarity": 0.917,
|
|
|
|
| 2737 |
"left_pr_number": 42655,
|
| 2738 |
"right_pr_number": 46735,
|
| 2739 |
"similarity": 0.316,
|
| 2740 |
+
"content_similarity": 0.315,
|
| 2741 |
"size_similarity": 0.082,
|
| 2742 |
"breadth_similarity": 0.417,
|
| 2743 |
"concentration_similarity": 0.837,
|
|
|
|
| 2757 |
"left_pr_number": 42655,
|
| 2758 |
"right_pr_number": 47153,
|
| 2759 |
"similarity": 0.301,
|
| 2760 |
+
"content_similarity": 0.306,
|
| 2761 |
"size_similarity": 0.059,
|
| 2762 |
"breadth_similarity": 0.417,
|
| 2763 |
"concentration_similarity": 0.736,
|
|
|
|
| 2777 |
"left_pr_number": 45979,
|
| 2778 |
"right_pr_number": 46124,
|
| 2779 |
"similarity": 0.272,
|
| 2780 |
+
"content_similarity": 0.22,
|
| 2781 |
"size_similarity": 0.116,
|
| 2782 |
"breadth_similarity": 0.533,
|
| 2783 |
"concentration_similarity": 0.957,
|
|
|
|
| 2804 |
47109
|
| 2805 |
],
|
| 2806 |
"representative_pr_number": 44407,
|
| 2807 |
+
"average_similarity": 0.355,
|
| 2808 |
"summary": "5 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44407.",
|
| 2809 |
"shared_filenames": [],
|
| 2810 |
"shared_directories": [
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|
| 2834 |
{
|
| 2835 |
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| 2836 |
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| 2837 |
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"similarity": 0.395,
|
| 2838 |
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"content_similarity": 0.136,
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| 2839 |
"size_similarity": 1.0,
|
| 2840 |
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| 2841 |
"concentration_similarity": 1.0,
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|
| 3186 |
{
|
| 3187 |
"left_pr_number": 45293,
|
| 3188 |
"right_pr_number": 46580,
|
| 3189 |
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"similarity": 0.546,
|
| 3190 |
"content_similarity": 0.503,
|
| 3191 |
"size_similarity": 0.714,
|
| 3192 |
"breadth_similarity": 0.5,
|
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|
|
| 3204 |
{
|
| 3205 |
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| 3206 |
"right_pr_number": 47017,
|
| 3207 |
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"similarity": 0.504,
|
| 3208 |
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"content_similarity": 0.536,
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| 3209 |
"size_similarity": 0.318,
|
| 3210 |
"breadth_similarity": 0.5,
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| 3211 |
"concentration_similarity": 0.625,
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| 3352 |
{
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| 3353 |
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| 3354 |
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"similarity": 0.543,
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| 3356 |
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| 3357 |
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| 3358 |
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|
| 3393 |
"left_pr_number": 45294,
|
| 3394 |
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| 3395 |
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|
| 3396 |
+
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|
| 3397 |
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|
| 3398 |
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|
| 3399 |
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|
|
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|
| 3454 |
{
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| 3455 |
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|
| 3456 |
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|
| 3457 |
+
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|
| 3458 |
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| 3459 |
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|
| 3460 |
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|
| 3461 |
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|
|
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|
| 3471 |
{
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| 3472 |
"left_pr_number": 44615,
|
| 3473 |
"right_pr_number": 46995,
|
| 3474 |
+
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|
| 3475 |
+
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|
| 3476 |
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|
| 3477 |
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|
| 3478 |
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|
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|
| 3489 |
"left_pr_number": 46152,
|
| 3490 |
"right_pr_number": 46995,
|
| 3491 |
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|
| 3492 |
+
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|
| 3493 |
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|
| 3494 |
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|
| 3495 |
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|
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|
| 3505 |
{
|
| 3506 |
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|
| 3507 |
"right_pr_number": 46995,
|
| 3508 |
+
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|
| 3509 |
+
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|
| 3510 |
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|
| 3511 |
"breadth_similarity": 0.667,
|
| 3512 |
"concentration_similarity": 1.0,
|
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|
| 3522 |
{
|
| 3523 |
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|
| 3524 |
"right_pr_number": 44615,
|
| 3525 |
+
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|
| 3526 |
+
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|
| 3527 |
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|
| 3528 |
"breadth_similarity": 0.667,
|
| 3529 |
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|
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|
| 3540 |
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|
| 3541 |
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|
| 3542 |
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|
| 3543 |
+
"content_similarity": 0.336,
|
| 3544 |
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|
| 3545 |
"breadth_similarity": 0.667,
|
| 3546 |
"concentration_similarity": 1.0,
|
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|
| 3866 |
{
|
| 3867 |
"left_pr_number": 44015,
|
| 3868 |
"right_pr_number": 44676,
|
| 3869 |
+
"similarity": 0.419,
|
| 3870 |
+
"content_similarity": 0.509,
|
| 3871 |
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|
| 3872 |
"breadth_similarity": 0.333,
|
| 3873 |
"concentration_similarity": 0.488,
|
|
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|
| 3891 |
46364
|
| 3892 |
],
|
| 3893 |
"representative_pr_number": 41441,
|
| 3894 |
+
"average_similarity": 0.569,
|
| 3895 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/hf_argparser.py`; representative PR #41441.",
|
| 3896 |
"shared_filenames": [
|
| 3897 |
"src/transformers/hf_argparser.py"
|
|
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|
| 4012 |
{
|
| 4013 |
"left_pr_number": 43997,
|
| 4014 |
"right_pr_number": 44019,
|
| 4015 |
+
"similarity": 0.274,
|
| 4016 |
"content_similarity": 0.023,
|
| 4017 |
"size_similarity": 0.722,
|
| 4018 |
"breadth_similarity": 1.0,
|
|
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|
| 4061 |
"left_pr_number": 44114,
|
| 4062 |
"right_pr_number": 46196,
|
| 4063 |
"similarity": 0.668,
|
| 4064 |
+
"content_similarity": 0.7,
|
| 4065 |
"size_similarity": 0.431,
|
| 4066 |
"breadth_similarity": 0.631,
|
| 4067 |
"concentration_similarity": 0.993,
|
|
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|
| 4180 |
{
|
| 4181 |
"left_pr_number": 43656,
|
| 4182 |
"right_pr_number": 43842,
|
| 4183 |
+
"similarity": 0.579,
|
| 4184 |
"content_similarity": 0.566,
|
| 4185 |
"size_similarity": 0.222,
|
| 4186 |
"breadth_similarity": 1.0,
|
|
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|
| 4316 |
45655
|
| 4317 |
],
|
| 4318 |
"representative_pr_number": 45649,
|
| 4319 |
+
"average_similarity": 0.463,
|
| 4320 |
"summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
|
| 4321 |
"shared_filenames": [
|
| 4322 |
"src/transformers/modeling_utils.py"
|
|
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|
| 4327 |
],
|
| 4328 |
"pairwise": [
|
| 4329 |
{
|
| 4330 |
+
"left_pr_number": 45548,
|
| 4331 |
+
"right_pr_number": 45649,
|
| 4332 |
+
"similarity": 0.514,
|
| 4333 |
+
"content_similarity": 0.523,
|
| 4334 |
+
"size_similarity": 0.149,
|
| 4335 |
+
"breadth_similarity": 0.75,
|
| 4336 |
"concentration_similarity": 1.0,
|
| 4337 |
"shared_filenames": [
|
| 4338 |
"src/transformers/modeling_utils.py"
|
|
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|
| 4343 |
]
|
| 4344 |
},
|
| 4345 |
{
|
| 4346 |
+
"left_pr_number": 45649,
|
| 4347 |
+
"right_pr_number": 45655,
|
| 4348 |
"similarity": 0.514,
|
| 4349 |
+
"content_similarity": 0.353,
|
| 4350 |
+
"size_similarity": 0.778,
|
| 4351 |
+
"breadth_similarity": 1.0,
|
| 4352 |
"concentration_similarity": 1.0,
|
| 4353 |
"shared_filenames": [
|
| 4354 |
"src/transformers/modeling_utils.py"
|
|
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|
| 4361 |
{
|
| 4362 |
"left_pr_number": 45548,
|
| 4363 |
"right_pr_number": 45655,
|
| 4364 |
+
"similarity": 0.362,
|
| 4365 |
+
"content_similarity": 0.297,
|
| 4366 |
"size_similarity": 0.191,
|
| 4367 |
"breadth_similarity": 0.75,
|
| 4368 |
"concentration_similarity": 1.0,
|
|
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|
| 4444 |
"left_pr_number": 46099,
|
| 4445 |
"right_pr_number": 46269,
|
| 4446 |
"similarity": 0.413,
|
| 4447 |
+
"content_similarity": 0.489,
|
| 4448 |
"size_similarity": 0.013,
|
| 4449 |
"breadth_similarity": 0.284,
|
| 4450 |
"concentration_similarity": 0.805,
|
|
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|
| 4576 |
{
|
| 4577 |
"left_pr_number": 45709,
|
| 4578 |
"right_pr_number": 46211,
|
| 4579 |
+
"similarity": 0.195,
|
| 4580 |
+
"content_similarity": 0.048,
|
| 4581 |
"size_similarity": 0.753,
|
| 4582 |
"breadth_similarity": 0.2,
|
| 4583 |
"concentration_similarity": 0.571,
|
|
|
|
| 5426 |
45977
|
| 5427 |
],
|
| 5428 |
"representative_pr_number": 44794,
|
| 5429 |
+
"average_similarity": 0.715,
|
| 5430 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/gguf_dequant.py`, `src/transformers/quantizers/__init__.py`, `src/transformers/quantizers/quantizer_gguf.py`; representative PR #44794.",
|
| 5431 |
"shared_filenames": [
|
| 5432 |
"src/transformers/integrations/gguf_dequant.py",
|
|
|
|
| 5452 |
{
|
| 5453 |
"left_pr_number": 44794,
|
| 5454 |
"right_pr_number": 45977,
|
| 5455 |
+
"similarity": 0.715,
|
| 5456 |
"content_similarity": 0.735,
|
| 5457 |
"size_similarity": 0.596,
|
| 5458 |
"breadth_similarity": 0.694,
|
|
|
|
| 5526 |
45480
|
| 5527 |
],
|
| 5528 |
"representative_pr_number": 43747,
|
| 5529 |
+
"average_similarity": 0.668,
|
| 5530 |
"summary": "2 open PRs share weighted file overlap around `tests/quantization/compressed_tensors_integration/test_compressed_models.py`; representative PR #43747.",
|
| 5531 |
"shared_filenames": [
|
| 5532 |
"tests/quantization/compressed_tensors_integration/test_compressed_models.py"
|
|
|
|
| 5540 |
{
|
| 5541 |
"left_pr_number": 43747,
|
| 5542 |
"right_pr_number": 45480,
|
| 5543 |
+
"similarity": 0.668,
|
| 5544 |
+
"content_similarity": 0.616,
|
| 5545 |
"size_similarity": 0.664,
|
| 5546 |
"breadth_similarity": 1.0,
|
| 5547 |
"concentration_similarity": 0.751,
|
|
|
|
| 5716 |
"left_pr_number": 44228,
|
| 5717 |
"right_pr_number": 46324,
|
| 5718 |
"similarity": 0.563,
|
| 5719 |
+
"content_similarity": 0.6,
|
| 5720 |
"size_similarity": 0.259,
|
| 5721 |
"breadth_similarity": 0.583,
|
| 5722 |
"concentration_similarity": 0.926,
|
|
|
|
| 5831 |
}
|
| 5832 |
]
|
| 5833 |
},
|
| 5834 |
+
{
|
| 5835 |
+
"cluster_id": "pr-scope-47089-2",
|
| 5836 |
+
"pr_numbers": [
|
| 5837 |
+
47089,
|
| 5838 |
+
47152
|
| 5839 |
+
],
|
| 5840 |
+
"representative_pr_number": 47089,
|
| 5841 |
+
"average_similarity": 0.547,
|
| 5842 |
+
"summary": "2 open PRs share weighted file overlap around `src/transformers/utils/quantization_config.py`; representative PR #47089.",
|
| 5843 |
+
"shared_filenames": [
|
| 5844 |
+
"src/transformers/utils/quantization_config.py"
|
| 5845 |
+
],
|
| 5846 |
+
"shared_directories": [
|
| 5847 |
+
"src/transformers/utils",
|
| 5848 |
+
"src/transformers",
|
| 5849 |
+
"src"
|
| 5850 |
+
],
|
| 5851 |
+
"pairwise": [
|
| 5852 |
+
{
|
| 5853 |
+
"left_pr_number": 47089,
|
| 5854 |
+
"right_pr_number": 47152,
|
| 5855 |
+
"similarity": 0.547,
|
| 5856 |
+
"content_similarity": 0.46,
|
| 5857 |
+
"size_similarity": 0.5,
|
| 5858 |
+
"breadth_similarity": 1.0,
|
| 5859 |
+
"concentration_similarity": 1.0,
|
| 5860 |
+
"shared_filenames": [
|
| 5861 |
+
"src/transformers/utils/quantization_config.py"
|
| 5862 |
+
],
|
| 5863 |
+
"shared_directories": [
|
| 5864 |
+
"src/transformers/utils",
|
| 5865 |
+
"src/transformers",
|
| 5866 |
+
"src"
|
| 5867 |
+
]
|
| 5868 |
+
}
|
| 5869 |
+
]
|
| 5870 |
+
},
|
| 5871 |
{
|
| 5872 |
"cluster_id": "pr-scope-45541-2",
|
| 5873 |
"pr_numbers": [
|
|
|
|
| 5946 |
}
|
| 5947 |
]
|
| 5948 |
},
|
|
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|
| 5949 |
{
|
| 5950 |
"cluster_id": "pr-scope-44973-2",
|
| 5951 |
"pr_numbers": [
|
|
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|
| 6011 |
}
|
| 6012 |
]
|
| 6013 |
},
|
| 6014 |
+
{
|
| 6015 |
+
"cluster_id": "pr-scope-45056-2",
|
| 6016 |
+
"pr_numbers": [
|
| 6017 |
+
45056,
|
| 6018 |
+
45128
|
| 6019 |
+
],
|
| 6020 |
+
"representative_pr_number": 45056,
|
| 6021 |
+
"average_similarity": 0.505,
|
| 6022 |
+
"summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #45056.",
|
| 6023 |
+
"shared_filenames": [
|
| 6024 |
+
"src/transformers/utils/auto_docstring.py"
|
| 6025 |
+
],
|
| 6026 |
+
"shared_directories": [
|
| 6027 |
+
"src/transformers/utils",
|
| 6028 |
+
"src/transformers",
|
| 6029 |
+
"src"
|
| 6030 |
+
],
|
| 6031 |
+
"pairwise": [
|
| 6032 |
+
{
|
| 6033 |
+
"left_pr_number": 45056,
|
| 6034 |
+
"right_pr_number": 45128,
|
| 6035 |
+
"similarity": 0.505,
|
| 6036 |
+
"content_similarity": 0.401,
|
| 6037 |
+
"size_similarity": 0.669,
|
| 6038 |
+
"breadth_similarity": 0.875,
|
| 6039 |
+
"concentration_similarity": 0.724,
|
| 6040 |
+
"shared_filenames": [
|
| 6041 |
+
"src/transformers/utils/auto_docstring.py"
|
| 6042 |
+
],
|
| 6043 |
+
"shared_directories": [
|
| 6044 |
+
"src/transformers/utils",
|
| 6045 |
+
"src/transformers",
|
| 6046 |
+
"src"
|
| 6047 |
+
]
|
| 6048 |
+
}
|
| 6049 |
+
]
|
| 6050 |
+
},
|
| 6051 |
{
|
| 6052 |
"cluster_id": "pr-scope-45110-2",
|
| 6053 |
"pr_numbers": [
|
|
|
|
| 6433 |
44339
|
| 6434 |
],
|
| 6435 |
"representative_pr_number": 41356,
|
| 6436 |
+
"average_similarity": 0.438,
|
| 6437 |
"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.",
|
| 6438 |
"shared_filenames": [
|
| 6439 |
"docs/source/en/model_doc/deimv2.md",
|
|
|
|
| 6457 |
{
|
| 6458 |
"left_pr_number": 41356,
|
| 6459 |
"right_pr_number": 44339,
|
| 6460 |
+
"similarity": 0.438,
|
| 6461 |
"content_similarity": 0.476,
|
| 6462 |
"size_similarity": 0.081,
|
| 6463 |
"breadth_similarity": 0.444,
|
|
|
|
| 6566 |
46643
|
| 6567 |
],
|
| 6568 |
"representative_pr_number": 42112,
|
| 6569 |
+
"average_similarity": 0.428,
|
| 6570 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/generation/logits_process.py`, `tests/generation/test_logits_process.py`, `src/transformers/generation/utils.py`; representative PR #42112.",
|
| 6571 |
"shared_filenames": [
|
| 6572 |
"src/transformers/generation/logits_process.py",
|
|
|
|
| 6584 |
{
|
| 6585 |
"left_pr_number": 42112,
|
| 6586 |
"right_pr_number": 46643,
|
| 6587 |
+
"similarity": 0.428,
|
| 6588 |
+
"content_similarity": 0.471,
|
| 6589 |
"size_similarity": 0.029,
|
| 6590 |
"breadth_similarity": 0.521,
|
| 6591 |
"concentration_similarity": 0.841,
|
|
|
|
| 6703 |
45783
|
| 6704 |
],
|
| 6705 |
"representative_pr_number": 43446,
|
| 6706 |
+
"average_similarity": 0.401,
|
| 6707 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`, `src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py`, `src/transformers/models/fast_vlm/modeling_fast_vlm.py`; representative PR #43446.",
|
| 6708 |
"shared_filenames": [
|
| 6709 |
"src/transformers/models/deepseek_vl/modeling_deepseek_vl.py",
|
|
|
|
| 6729 |
{
|
| 6730 |
"left_pr_number": 43446,
|
| 6731 |
"right_pr_number": 45783,
|
| 6732 |
+
"similarity": 0.401,
|
| 6733 |
"content_similarity": 0.378,
|
| 6734 |
"size_similarity": 0.344,
|
| 6735 |
"breadth_similarity": 0.4,
|
|
|
|
| 6821 |
"left_pr_number": 44606,
|
| 6822 |
"right_pr_number": 45086,
|
| 6823 |
"similarity": 0.401,
|
| 6824 |
+
"content_similarity": 0.311,
|
| 6825 |
"size_similarity": 0.222,
|
| 6826 |
"breadth_similarity": 1.0,
|
| 6827 |
"concentration_similarity": 1.0,
|
|
|
|
| 6908 |
45552
|
| 6909 |
],
|
| 6910 |
"representative_pr_number": 44642,
|
| 6911 |
+
"average_similarity": 0.359,
|
| 6912 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.",
|
| 6913 |
"shared_filenames": [
|
| 6914 |
"src/transformers/utils/auto_docstring.py"
|
|
|
|
| 6922 |
{
|
| 6923 |
"left_pr_number": 44642,
|
| 6924 |
"right_pr_number": 45552,
|
| 6925 |
+
"similarity": 0.359,
|
| 6926 |
+
"content_similarity": 0.263,
|
| 6927 |
"size_similarity": 0.167,
|
| 6928 |
"breadth_similarity": 1.0,
|
| 6929 |
"concentration_similarity": 1.0,
|
|
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|
| 6995 |
"left_pr_number": 45975,
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|
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pr_comments.parquet
CHANGED
|
@@ -1,3 +1,3 @@
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pr_diffs.parquet
CHANGED
|
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| 1 |
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| 3 |
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pr_files.parquet
CHANGED
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version https://git-lfs.github.com/spec/v1
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| 3 |
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pull_requests.parquet
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size
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review_comments.parquet
CHANGED
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| 2 |
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| 3 |
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size
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|
| 1 |
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reviews.parquet
CHANGED
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version https://git-lfs.github.com/spec/v1
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| 3 |
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snapshots/20260709T000028Z/manifest.json
ADDED
|
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|
|
| 1 |
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{
|
| 2 |
+
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|
| 3 |
+
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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"pr_scope_clusters_json": "pr-scope-clusters.json"
|
| 8 |
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},
|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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},
|
| 21 |
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|
| 22 |
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|
| 23 |
+
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|
| 24 |
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|
| 25 |
+
"issues": 2,
|
| 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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|
| 32 |
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|
| 33 |
+
},
|
| 34 |
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"extracted_at": "2026-07-09T00:00:28Z",
|
| 35 |
+
"repo": "huggingface/transformers",
|
| 36 |
+
"snapshot_id": "20260709T000028Z",
|
| 37 |
+
"watermark": {
|
| 38 |
+
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|
| 39 |
+
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|
| 40 |
+
}
|
| 41 |
+
}
|
snapshots/20260709T000028Z/pr-scope-clusters.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
snapshots/latest.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
-
"archived_manifest_path": "snapshots/
|
| 3 |
-
"latest_snapshot_id": "
|
| 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/20260709T000028Z/manifest.json",
|
| 3 |
+
"latest_snapshot_id": "20260709T000028Z",
|
| 4 |
"manifest_path": "manifest.json",
|
| 5 |
+
"next_since": "2026-07-09T00:00:28Z",
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
+
"snapshot_dir": "snapshots/20260709T000028Z"
|
| 8 |
}
|
state/watermark.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
-
"effective_since": "2026-07-
|
| 3 |
-
"last_successful_snapshot_id": "
|
| 4 |
-
"next_since": "2026-07-
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
-
"updated_at": "2026-07-
|
| 7 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"effective_since": "2026-07-08T18:00:46Z",
|
| 3 |
+
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|
| 4 |
+
"next_since": "2026-07-09T00:00:28Z",
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
+
"updated_at": "2026-07-09T00:00:28Z"
|
| 7 |
}
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