Refresh transformers dataset snapshot 20260719T120035Z
Browse files- README.md +1 -1
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README.md
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- eval set creation
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Notes:
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- raw data only; no labels or moderation decisions
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- eval set creation
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Notes:
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- latest snapshot: `20260719T120035Z`
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- raw data only; no labels or moderation decisions
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{
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| 24439 |
"author_login": "Yooniel",
|
| 24440 |
"name": null,
|
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 |
|
|
@@ -72,6 +72,7 @@
|
|
| 72 |
| `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 4 | 0 | mixed | low | low | — |
|
| 73 |
| `rodrigoheniquesouza` | [profile](https://github.com/rodrigoheniquesouza) | no | NONE | 19d | `2026-07-13T03:46:02Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
|
| 74 |
| `samyuktahegde` | [profile](https://github.com/samyuktahegde) | no | CONTRIBUTOR | 3567d | `2026-07-06T07:32:26Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
|
|
|
| 75 |
| `ZAID646` | [profile](https://github.com/ZAID646) | no | FIRST_TIME_CONTRIBUTOR | 1315d | `2026-07-01T18:24:26Z` | 4 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 76 |
| `ldkhang1201` | [profile](https://github.com/ldkhang1201) | no | CONTRIBUTOR | 1377d | `2026-06-12T19:30:35Z` | 3 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 77 |
| `MutugiD` | [profile](https://github.com/MutugiD) | no | FIRST_TIME_CONTRIBUTOR | 2310d | `2026-07-04T00:14:46Z` | 3 | 1 | strong | moderate | low | high recent PR volume |
|
|
@@ -91,7 +92,6 @@
|
|
| 91 |
| `yuvrajsharma9981` | [profile](https://github.com/yuvrajsharma9981) | no | FIRST_TIME_CONTRIBUTOR | 3814d | `2026-05-21T22:27:49Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 92 |
| `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-04-02T00:38:09Z` | 32 | 0 | strong | low | low | targets high-star repos |
|
| 93 |
| `winglian` | [profile](https://github.com/winglian) | no | COLLABORATOR | 5791d | `2024-10-17T15:17:05Z` | 11 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 94 |
-
| `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 9 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
|
| 95 |
| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 8 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 96 |
| `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3449d | `2026-03-09T09:03:10Z` | 5 | 0 | mixed | low | low | — |
|
| 97 |
| `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 5 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
@@ -138,15 +138,14 @@
|
|
| 138 |
| `primordialomegazero` | [profile](https://github.com/primordialomegazero) | no | FIRST_TIME_CONTRIBUTOR | 98d | `2026-06-18T22:40:42Z` | 2 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
|
| 139 |
| `punyamodi` | [profile](https://github.com/punyamodi) | no | CONTRIBUTOR | 2156d | `2026-06-12T08:32:21Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 140 |
| `py-ai-dev` | [profile](https://github.com/py-ai-dev) | no | NONE | 78d | `2026-03-21T22:53:27Z` | 2 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 141 |
-
| `rohanbalsaraf` | [profile](https://github.com/rohanbalsaraf) | no | NONE | 1145d | `2026-05-20T11:01:54Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 142 |
| `srishtiii28` | [profile](https://github.com/srishtiii28) | no | FIRST_TIME_CONTRIBUTOR | 1008d | `2026-06-09T09:34:02Z` | 2 | 0 | mixed | low | low | — |
|
| 143 |
| `w-Jessamine` | [profile](https://github.com/w-Jessamine) | no | FIRST_TIME_CONTRIBUTOR | 980d | `2026-06-28T20:34:00Z` | 2 | 0 | weak | moderate | low | high open PR share |
|
| 144 |
| `XananasX7` | [profile](https://github.com/XananasX7) | no | NONE | 116d | `2026-06-28T03:40:37Z` | 2 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share |
|
| 145 |
| `ZubairAli999` | [profile](https://github.com/ZubairAli999) | no | NONE | 1721d | `2026-07-07T09:31:21Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
|
| 146 |
| `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 3012d | `2025-12-02T16:00:11Z` | 19 | 7 | strong | high | low | high recent PR volume; broad repo spread; targets high-star repos |
|
|
|
|
| 147 |
| `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 9 | 0 | mixed | moderate | low | targets high-star repos |
|
| 148 |
| `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3267d | `2021-08-30T15:40:15Z` | 7 | 2 | strong | low | low | — |
|
| 149 |
-
| `ydshieh2` | [profile](https://github.com/ydshieh2) | no | CONTRIBUTOR | 596d | `2025-06-12T08:51:40Z` | 7 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 150 |
| `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 151 |
| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3900d | `2026-01-21T06:14:39Z` | 5 | 4 | weak | low | low | high open PR share; targets high-star repos |
|
| 152 |
| `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | FIRST_TIME_CONTRIBUTOR | 4d | `2026-05-13T10:45:04Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
|
|
@@ -166,6 +165,7 @@
|
|
| 166 |
| `lucianommartins` | [profile](https://github.com/lucianommartins) | no | CONTRIBUTOR | 3503d | `2026-04-05T22:07:53Z` | 2 | 0 | weak | low | low | no visible non-self stars; targets high-star repos |
|
| 167 |
| `otjdiepluong` | [profile](https://github.com/otjdiepluong) | no | NONE | 32d | `2026-05-14T03:52:29Z` | 2 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 168 |
| `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 169 |
| `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | CONTRIBUTOR | 1796d | `2026-04-06T18:01:42Z` | 2 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
|
| 170 |
| `WilliamRoyNelson` | [profile](https://github.com/WilliamRoyNelson) | no | CONTRIBUTOR | 4404d | `2026-02-03T01:06:06Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 171 |
| `zRzRzRzRzRzRzR` | [profile](https://github.com/zRzRzRzRzRzRzR) | no | CONTRIBUTOR | 1671d | `2026-01-21T13:37:27Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
|
|
@@ -272,7 +272,6 @@
|
|
| 272 |
| `iamsharduld` | [profile](https://github.com/iamsharduld) | no | NONE | 4324d | `2026-06-13T10:20:36Z` | 1 | 0 | mixed | high | low | broad repo spread |
|
| 273 |
| `itxsamad1` | [profile](https://github.com/itxsamad1) | no | NONE | 635d | `2026-06-26T12:25:41Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
|
| 274 |
| `jacopopper` | [profile](https://github.com/jacopopper) | no | NONE | 1686d | `2026-05-31T20:04:47Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 275 |
-
| `JAE0Y2N` | [profile](https://github.com/JAE0Y2N) | no | NONE | 877d | `2026-05-20T11:02:07Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
|
| 276 |
| `jankipatel20` | [profile](https://github.com/jankipatel20) | no | NONE | 1001d | `2026-05-25T08:25:28Z` | 1 | 0 | strong | low | low | — |
|
| 277 |
| `jmayank1511` | [profile](https://github.com/jmayank1511) | no | NONE | 2753d | `2026-05-20T18:13:18Z` | 1 | 0 | strong | moderate | low | no visible non-self stars |
|
| 278 |
| `joaopedroassad` | [profile](https://github.com/joaopedroassad) | no | CONTRIBUTOR | 341d | `2026-06-02T19:08:14Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
|
|
@@ -337,7 +336,6 @@
|
|
| 337 |
| `sergioperezcheco` | [profile](https://github.com/sergioperezcheco) | no | NONE | 1522d | `2026-06-28T17:06:32Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 338 |
| `sezer-muhammed` | [profile](https://github.com/sezer-muhammed) | no | CONTRIBUTOR | 2054d | `2026-06-28T03:58:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 339 |
| `sgerrard` | [profile](https://github.com/sgerrard) | no | CONTRIBUTOR | 3845d | `2026-06-05T15:02:56Z` | 1 | 0 | strong | low | low | targets high-star repos |
|
| 340 |
-
| `shadeMe` | [profile](https://github.com/shadeMe) | no | CONTRIBUTOR | 5922d | `2026-05-20T09:24:48Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 341 |
| `ShamSaleem` | [profile](https://github.com/ShamSaleem) | no | CONTRIBUTOR | 1520d | `2026-06-22T07:57:42Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 342 |
| `Shanmuk4622` | [profile](https://github.com/Shanmuk4622) | no | NONE | 948d | `2026-05-28T06:31:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 343 |
| `ShareLer` | [profile](https://github.com/ShareLer) | no | FIRST_TIME_CONTRIBUTOR | 2684d | `2026-07-08T10:26:48Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
|
@@ -368,7 +366,6 @@
|
|
| 368 |
| `W-Akrabi` | [profile](https://github.com/W-Akrabi) | no | NONE | 1346d | `2026-06-07T22:07:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 369 |
| `wangyi7099` | [profile](https://github.com/wangyi7099) | no | FIRST_TIME_CONTRIBUTOR | 3473d | `2026-06-11T00:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 370 |
| `wasim-builds` | [profile](https://github.com/wasim-builds) | no | NONE | 1478d | `2026-07-15T15:49:19Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
|
| 371 |
-
| `webtecnica` | [profile](https://github.com/webtecnica) | yes | FIRST_TIME_CONTRIBUTOR | 2051d | `2026-07-19T03:43:20Z` | 1 | 0 | weak | moderate | medium | extremely high recent PR volume; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 372 |
| `Yooniel` | [profile](https://github.com/Yooniel) | no | CONTRIBUTOR | 2080d | `2026-05-21T15:59:30Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 373 |
| `YuChangHui` | [profile](https://github.com/YuChangHui) | no | FIRST_TIME_CONTRIBUTOR | 2154d | `2026-07-06T02:04:32Z` | 1 | 0 | strong | low | low | — |
|
| 374 |
| `yuekaizhang` | [profile](https://github.com/yuekaizhang) | no | CONTRIBUTOR | 3305d | `2026-06-08T05:30:02Z` | 1 | 0 | mixed | moderate | low | high open PR share |
|
|
@@ -1359,7 +1356,7 @@ Example artifacts:
|
|
| 1359 |
- [PR #47131: Fix false __len__ claims in Trainer docstrings](https://github.com/huggingface/transformers/pull/47131) — closed, merged
|
| 1360 |
- [PR #46155: Update dev version](https://github.com/huggingface/transformers/pull/46155) — closed
|
| 1361 |
- [Issue #45137: IndexError: pop from an empty deque with DeepSpeed ZeRO3](https://github.com/huggingface/transformers/issues/45137) — closed
|
| 1362 |
-
- [Issue #44273: Lazy loading is not working properly](https://github.com/huggingface/transformers/issues/44273) —
|
| 1363 |
- [Issue #43334: Qwen3-VL can't be loaded in transformers dev: AttributeError: 'Qwen3VLTextConfig' object has no attribute 'pad_token_id'](https://github.com/huggingface/transformers/issues/43334) — closed
|
| 1364 |
|
| 1365 |
### `IMvision12`
|
|
@@ -1876,6 +1873,29 @@ Example artifacts:
|
|
| 1876 |
- [PR #47239: Clarify extra_special_tokens documentation to match the example](https://github.com/huggingface/transformers/pull/47239) — closed
|
| 1877 |
- [PR #47136: Clarify input device placement in the Quicktour inference example](https://github.com/huggingface/transformers/pull/47136) — closed, merged
|
| 1878 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
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|
| 1879 |
### `ZAID646`
|
| 1880 |
|
| 1881 |
- profile: [github.com/ZAID646](https://github.com/ZAID646)
|
|
@@ -2316,29 +2336,6 @@ Example artifacts:
|
|
| 2316 |
- [PR #47210: Route packed sdpa rows through torch.nn.attention.varlen.varlen_attn](https://github.com/huggingface/transformers/pull/47210) — open
|
| 2317 |
- [PR #45814: Add pretrained model-family distributed smoke matrix](https://github.com/huggingface/transformers/pull/45814) — open
|
| 2318 |
|
| 2319 |
-
### `AmineDiro`
|
| 2320 |
-
|
| 2321 |
-
- profile: [github.com/AmineDiro](https://github.com/AmineDiro)
|
| 2322 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAmineDiro)
|
| 2323 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAmineDiro)
|
| 2324 |
-
- repo first seen: `2026-04-14T15:35:56Z`
|
| 2325 |
-
- repo last seen: `2026-05-29T20:43:17Z`
|
| 2326 |
-
- first seen in snapshot: **no**
|
| 2327 |
-
- repo association: **MEMBER**
|
| 2328 |
-
- repo primary artifacts: **9**
|
| 2329 |
-
- snapshot authored PRs/issues: **9 PRs / 0 issues**
|
| 2330 |
-
- snapshot discussion activity: **19 comments / 16 reviews / 16 review comments**
|
| 2331 |
-
- account age: **3865 days**
|
| 2332 |
-
- recent public PR activity: **17 PRs** (8 merged / 1 closed-unmerged / 8 open; merged rate **47%**, closed-unmerged rate **6%**, open rate **47%**)
|
| 2333 |
-
- public orgs: `huggingface`
|
| 2334 |
-
- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
|
| 2335 |
-
- heuristic read: **high open PR share; targets high-star repos**
|
| 2336 |
-
|
| 2337 |
-
Example artifacts:
|
| 2338 |
-
- [PR #46126: EP + Trainer integration on top of DistributedConfig (#45028)](https://github.com/huggingface/transformers/pull/46126) — open
|
| 2339 |
-
- [PR #46113: clip_grad_norm avoid O(global_params) replication](https://github.com/huggingface/transformers/pull/46113) — open
|
| 2340 |
-
- [PR #45994: Trainer.compute_loss: fix loss over-counting under TP and EP-as-TP](https://github.com/huggingface/transformers/pull/45994) — closed, merged
|
| 2341 |
-
|
| 2342 |
### `Charly21r`
|
| 2343 |
|
| 2344 |
- profile: [github.com/Charly21r](https://github.com/Charly21r)
|
|
@@ -2465,12 +2462,12 @@ Example artifacts:
|
|
| 2465 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acurnane-lab)
|
| 2466 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acurnane-lab)
|
| 2467 |
- repo first seen: `2026-04-24T15:14:11Z`
|
| 2468 |
-
- repo last seen: `2026-07-
|
| 2469 |
- first seen in snapshot: **no**
|
| 2470 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2471 |
- repo primary artifacts: **4**
|
| 2472 |
- snapshot authored PRs/issues: **4 PRs / 0 issues**
|
| 2473 |
-
- snapshot discussion activity: **
|
| 2474 |
- account age: **248 days**
|
| 2475 |
- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
|
| 2476 |
- public orgs: none visible
|
|
@@ -2624,7 +2621,7 @@ Example artifacts:
|
|
| 2624 |
Example artifacts:
|
| 2625 |
- [PR #46535: Use cached added-token dicts in per-token decode loops](https://github.com/huggingface/transformers/pull/46535) — closed, merged
|
| 2626 |
- [PR #46323: Fix convert_tokens_to_ids performance regression for slow tokenizers (#46315)](https://github.com/huggingface/transformers/pull/46323) — closed, merged
|
| 2627 |
-
- [Issue #46552: Wav2Vec2CTCTokenizer in v5 treats the word delimiter as a special token, which leaks into get_special_tokens_mask and convert_ids_to_tokens](https://github.com/huggingface/transformers/issues/46552) —
|
| 2628 |
- [Issue #46396: `added_tokens_encoder` rebuilds the entire added-token map on every access](https://github.com/huggingface/transformers/issues/46396) — closed
|
| 2629 |
|
| 2630 |
### `Bluear7878`
|
|
@@ -3381,28 +3378,6 @@ Example artifacts:
|
|
| 3381 |
- [PR #47278: feat(rope): fused Triton kernel for apply_rotary_pos_emb via torchembed (3–5× faster)](https://github.com/huggingface/transformers/pull/47278) — closed
|
| 3382 |
- [PR #46479: Add `torchembed` as an optional RoPE/embedding backend](https://github.com/huggingface/transformers/pull/46479) — closed, draft
|
| 3383 |
|
| 3384 |
-
### `rohanbalsaraf`
|
| 3385 |
-
|
| 3386 |
-
- profile: [github.com/rohanbalsaraf](https://github.com/rohanbalsaraf)
|
| 3387 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arohanbalsaraf)
|
| 3388 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arohanbalsaraf)
|
| 3389 |
-
- repo first seen: `2026-05-20T11:01:54Z`
|
| 3390 |
-
- repo last seen: `2026-05-20T18:41:24Z`
|
| 3391 |
-
- first seen in snapshot: **no**
|
| 3392 |
-
- repo association: **NONE**
|
| 3393 |
-
- repo primary artifacts: **2**
|
| 3394 |
-
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 3395 |
-
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 3396 |
-
- account age: **1145 days**
|
| 3397 |
-
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 3398 |
-
- public orgs: none visible
|
| 3399 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 3400 |
-
- heuristic read: **high open PR share; targets high-star repos**
|
| 3401 |
-
|
| 3402 |
-
Example artifacts:
|
| 3403 |
-
- [PR #46124: Fix crash and tokenization mismatch in speculative decoding with different tokenizers](https://github.com/huggingface/transformers/pull/46124) — closed
|
| 3404 |
-
- [PR #46117: [Generation] Fix continuous batching crash when out of memory during …](https://github.com/huggingface/transformers/pull/46117) — closed
|
| 3405 |
-
|
| 3406 |
### `srishtiii28`
|
| 3407 |
|
| 3408 |
- profile: [github.com/srishtiii28](https://github.com/srishtiii28)
|
|
@@ -3517,6 +3492,29 @@ Example artifacts:
|
|
| 3517 |
- [Issue #45030: tiny-random glm4v configuration can't load due to config validation changes](https://github.com/huggingface/transformers/issues/45030) — closed
|
| 3518 |
- [Issue #44877: Strict config prevents loading `granite_speech` config](https://github.com/huggingface/transformers/issues/44877) — closed
|
| 3519 |
|
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|
| 3520 |
### `zhang-prog`
|
| 3521 |
|
| 3522 |
- profile: [github.com/zhang-prog](https://github.com/zhang-prog)
|
|
@@ -3565,29 +3563,6 @@ Example artifacts:
|
|
| 3565 |
- [Issue #43489: Transformers' version 5 is out!](https://github.com/huggingface/transformers/issues/43489) — closed
|
| 3566 |
- [Issue #40822: Welcome v5](https://github.com/huggingface/transformers/issues/40822) — closed
|
| 3567 |
|
| 3568 |
-
### `ydshieh2`
|
| 3569 |
-
|
| 3570 |
-
- profile: [github.com/ydshieh2](https://github.com/ydshieh2)
|
| 3571 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aydshieh2)
|
| 3572 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aydshieh2)
|
| 3573 |
-
- repo first seen: `2025-06-12T08:51:40Z`
|
| 3574 |
-
- repo last seen: `2026-05-20T06:27:36Z`
|
| 3575 |
-
- first seen in snapshot: **no**
|
| 3576 |
-
- repo association: **CONTRIBUTOR**
|
| 3577 |
-
- repo primary artifacts: **7**
|
| 3578 |
-
- snapshot authored PRs/issues: **7 PRs / 0 issues**
|
| 3579 |
-
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 3580 |
-
- account age: **596 days**
|
| 3581 |
-
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 3582 |
-
- public orgs: none visible
|
| 3583 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 3584 |
-
- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
|
| 3585 |
-
|
| 3586 |
-
Example artifacts:
|
| 3587 |
-
- [PR #46100: [DO NOT merge!] test migration](https://github.com/huggingface/transformers/pull/46100) — open
|
| 3588 |
-
- [PR #44529: test merge queue 1](https://github.com/huggingface/transformers/pull/44529) — closed, merged
|
| 3589 |
-
- [PR #43665: fix](https://github.com/huggingface/transformers/pull/43665) — open
|
| 3590 |
-
|
| 3591 |
### `SangbumChoi`
|
| 3592 |
|
| 3593 |
- profile: [github.com/SangbumChoi](https://github.com/SangbumChoi)
|
|
@@ -4018,6 +3993,28 @@ Example artifacts:
|
|
| 4018 |
- [PR #46330: Fix: strip EOS token when continue_final_message=True in MistralCommo…](https://github.com/huggingface/transformers/pull/46330) — open
|
| 4019 |
- [PR #45784: fix: remove upper bound on tokenizers version constraint](https://github.com/huggingface/transformers/pull/45784) — closed
|
| 4020 |
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|
| 4021 |
### `ryota-komatsu`
|
| 4022 |
|
| 4023 |
- profile: [github.com/ryota-komatsu](https://github.com/ryota-komatsu)
|
|
@@ -4801,12 +4798,12 @@ Example artifacts:
|
|
| 4801 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYigtwxx)
|
| 4802 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYigtwxx)
|
| 4803 |
- repo first seen: `2026-07-18T08:03:46Z`
|
| 4804 |
-
- repo last seen: `2026-07-
|
| 4805 |
- first seen in snapshot: **no**
|
| 4806 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 4807 |
- repo primary artifacts: **2**
|
| 4808 |
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
| 4809 |
-
- snapshot discussion activity: **0 comments /
|
| 4810 |
- account age: **912 days**
|
| 4811 |
- recent public PR activity: **43 PRs** (13 merged / 4 closed-unmerged / 26 open; merged rate **30%**, closed-unmerged rate **9%**, open rate **60%**)
|
| 4812 |
- public orgs: none visible
|
|
@@ -6012,7 +6009,7 @@ Example artifacts:
|
|
| 6012 |
- heuristic read: **high open PR share**
|
| 6013 |
|
| 6014 |
Example artifacts:
|
| 6015 |
-
- [PR #47401: Add LoMa keypoint matching model](https://github.com/huggingface/transformers/pull/47401) — open
|
| 6016 |
|
| 6017 |
### `gmrnlg1971`
|
| 6018 |
|
|
@@ -6287,27 +6284,6 @@ Example artifacts:
|
|
| 6287 |
Example artifacts:
|
| 6288 |
- [PR #46311: feat(generation): add GenerationActivations utility for stacking hidden states from generate()](https://github.com/huggingface/transformers/pull/46311) — closed
|
| 6289 |
|
| 6290 |
-
### `JAE0Y2N`
|
| 6291 |
-
|
| 6292 |
-
- profile: [github.com/JAE0Y2N](https://github.com/JAE0Y2N)
|
| 6293 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJAE0Y2N)
|
| 6294 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJAE0Y2N)
|
| 6295 |
-
- repo first seen: `2026-05-20T11:02:07Z`
|
| 6296 |
-
- repo last seen: `2026-05-20T11:02:07Z`
|
| 6297 |
-
- first seen in snapshot: **no**
|
| 6298 |
-
- repo association: **NONE**
|
| 6299 |
-
- repo primary artifacts: **1**
|
| 6300 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 6301 |
-
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 6302 |
-
- account age: **877 days**
|
| 6303 |
-
- recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
|
| 6304 |
-
- public orgs: none visible
|
| 6305 |
-
- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
|
| 6306 |
-
- heuristic read: **no visible non-self stars**
|
| 6307 |
-
|
| 6308 |
-
Example artifacts:
|
| 6309 |
-
- [PR #46118: Defensive: validate tar members in parakeet NeMo conversion (CWE-22 / Zip Slip)](https://github.com/huggingface/transformers/pull/46118) — closed
|
| 6310 |
-
|
| 6311 |
### `jankipatel20`
|
| 6312 |
|
| 6313 |
- profile: [github.com/jankipatel20](https://github.com/jankipatel20)
|
|
@@ -7511,12 +7487,12 @@ Example artifacts:
|
|
| 7511 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASanjays2402)
|
| 7512 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASanjays2402)
|
| 7513 |
- repo first seen: `2026-05-23T19:26:01Z`
|
| 7514 |
-
- repo last seen: `2026-
|
| 7515 |
- first seen in snapshot: **no**
|
| 7516 |
- repo association: **NONE**
|
| 7517 |
- repo primary artifacts: **1**
|
| 7518 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 7519 |
-
- snapshot discussion activity: **1 comments /
|
| 7520 |
- account age: **2554 days**
|
| 7521 |
- recent public PR activity: **204 PRs** (46 merged / 92 closed-unmerged / 66 open; merged rate **23%**, closed-unmerged rate **45%**, open rate **32%**)
|
| 7522 |
- public orgs: none visible
|
|
@@ -7652,27 +7628,6 @@ Example artifacts:
|
|
| 7652 |
Example artifacts:
|
| 7653 |
- [PR #46449: Quantization for small models](https://github.com/huggingface/transformers/pull/46449) — closed, merged
|
| 7654 |
|
| 7655 |
-
### `shadeMe`
|
| 7656 |
-
|
| 7657 |
-
- profile: [github.com/shadeMe](https://github.com/shadeMe)
|
| 7658 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AshadeMe)
|
| 7659 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AshadeMe)
|
| 7660 |
-
- repo first seen: `2026-05-20T09:24:48Z`
|
| 7661 |
-
- repo last seen: `2026-05-28T16:38:08Z`
|
| 7662 |
-
- first seen in snapshot: **no**
|
| 7663 |
-
- repo association: **CONTRIBUTOR**
|
| 7664 |
-
- repo primary artifacts: **1**
|
| 7665 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 7666 |
-
- snapshot discussion activity: **2 comments / 4 reviews / 4 review comments**
|
| 7667 |
-
- account age: **5922 days**
|
| 7668 |
-
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 7669 |
-
- public orgs: none visible
|
| 7670 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 7671 |
-
- heuristic read: **high open PR share; targets high-star repos**
|
| 7672 |
-
|
| 7673 |
-
Example artifacts:
|
| 7674 |
-
- [PR #46112: feat: Add support for JetBrains' `Mellum` v2 code generation model](https://github.com/huggingface/transformers/pull/46112) �� closed, merged
|
| 7675 |
-
|
| 7676 |
### `ShamSaleem`
|
| 7677 |
|
| 7678 |
- profile: [github.com/ShamSaleem](https://github.com/ShamSaleem)
|
|
@@ -8303,27 +8258,6 @@ Example artifacts:
|
|
| 8303 |
Example artifacts:
|
| 8304 |
- [PR #47343: docs: fix typo 'succesful' -> 'successful' in modeling_utils.py](https://github.com/huggingface/transformers/pull/47343) — closed
|
| 8305 |
|
| 8306 |
-
### `webtecnica`
|
| 8307 |
-
|
| 8308 |
-
- profile: [github.com/webtecnica](https://github.com/webtecnica)
|
| 8309 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Awebtecnica)
|
| 8310 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Awebtecnica)
|
| 8311 |
-
- repo first seen: `2026-07-19T03:43:20Z`
|
| 8312 |
-
- repo last seen: `2026-07-19T03:43:26Z`
|
| 8313 |
-
- first seen in snapshot: **yes**
|
| 8314 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 8315 |
-
- repo primary artifacts: **1**
|
| 8316 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 8317 |
-
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 8318 |
-
- account age: **2051 days**
|
| 8319 |
-
- recent public PR activity: **395 PRs** (5 merged / 160 closed-unmerged / 230 open; merged rate **1%**, closed-unmerged rate **41%**, open rate **58%**)
|
| 8320 |
-
- public orgs: none visible
|
| 8321 |
-
- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
|
| 8322 |
-
- heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
|
| 8323 |
-
|
| 8324 |
-
Example artifacts:
|
| 8325 |
-
- [PR #47409: fix: make num_experts BC fallback not override explicit n_routed_experts](https://github.com/huggingface/transformers/pull/47409) — open
|
| 8326 |
-
|
| 8327 |
### `Yooniel`
|
| 8328 |
|
| 8329 |
- profile: [github.com/Yooniel](https://github.com/Yooniel)
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260719T120035Z`
|
| 4 |
+
- Generated: `2026-07-19T12:01:13Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `361`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
|
|
| 72 |
| `rasmi` | [profile](https://github.com/rasmi) | no | CONTRIBUTOR | 4994d | `2026-05-07T01:29:32Z` | 4 | 0 | mixed | low | low | — |
|
| 73 |
| `rodrigoheniquesouza` | [profile](https://github.com/rodrigoheniquesouza) | no | NONE | 19d | `2026-07-13T03:46:02Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
|
| 74 |
| `samyuktahegde` | [profile](https://github.com/samyuktahegde) | no | CONTRIBUTOR | 3567d | `2026-07-06T07:32:26Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 75 |
+
| `webtecnica` | [profile](https://github.com/webtecnica) | no | FIRST_TIME_CONTRIBUTOR | 2051d | `2026-07-19T03:43:20Z` | 4 | 0 | weak | moderate | medium | extremely high recent PR volume; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 76 |
| `ZAID646` | [profile](https://github.com/ZAID646) | no | FIRST_TIME_CONTRIBUTOR | 1315d | `2026-07-01T18:24:26Z` | 4 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 77 |
| `ldkhang1201` | [profile](https://github.com/ldkhang1201) | no | CONTRIBUTOR | 1377d | `2026-06-12T19:30:35Z` | 3 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 78 |
| `MutugiD` | [profile](https://github.com/MutugiD) | no | FIRST_TIME_CONTRIBUTOR | 2310d | `2026-07-04T00:14:46Z` | 3 | 1 | strong | moderate | low | high recent PR volume |
|
|
|
|
| 92 |
| `yuvrajsharma9981` | [profile](https://github.com/yuvrajsharma9981) | no | FIRST_TIME_CONTRIBUTOR | 3814d | `2026-05-21T22:27:49Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 93 |
| `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-04-02T00:38:09Z` | 32 | 0 | strong | low | low | targets high-star repos |
|
| 94 |
| `winglian` | [profile](https://github.com/winglian) | no | COLLABORATOR | 5791d | `2024-10-17T15:17:05Z` | 11 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
|
|
|
| 95 |
| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 8 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 96 |
| `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3449d | `2026-03-09T09:03:10Z` | 5 | 0 | mixed | low | low | — |
|
| 97 |
| `rigen1048` | [profile](https://github.com/rigen1048) | no | CONTRIBUTOR | 92d | `2026-04-28T15:23:48Z` | 5 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
|
|
| 138 |
| `primordialomegazero` | [profile](https://github.com/primordialomegazero) | no | FIRST_TIME_CONTRIBUTOR | 98d | `2026-06-18T22:40:42Z` | 2 | 0 | weak | moderate | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
|
| 139 |
| `punyamodi` | [profile](https://github.com/punyamodi) | no | CONTRIBUTOR | 2156d | `2026-06-12T08:32:21Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 140 |
| `py-ai-dev` | [profile](https://github.com/py-ai-dev) | no | NONE | 78d | `2026-03-21T22:53:27Z` | 2 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
|
|
|
| 141 |
| `srishtiii28` | [profile](https://github.com/srishtiii28) | no | FIRST_TIME_CONTRIBUTOR | 1008d | `2026-06-09T09:34:02Z` | 2 | 0 | mixed | low | low | — |
|
| 142 |
| `w-Jessamine` | [profile](https://github.com/w-Jessamine) | no | FIRST_TIME_CONTRIBUTOR | 980d | `2026-06-28T20:34:00Z` | 2 | 0 | weak | moderate | low | high open PR share |
|
| 143 |
| `XananasX7` | [profile](https://github.com/XananasX7) | no | NONE | 116d | `2026-06-28T03:40:37Z` | 2 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; high open PR share |
|
| 144 |
| `ZubairAli999` | [profile](https://github.com/ZubairAli999) | no | NONE | 1721d | `2026-07-07T09:31:21Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
|
| 145 |
| `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 3012d | `2025-12-02T16:00:11Z` | 19 | 7 | strong | high | low | high recent PR volume; broad repo spread; targets high-star repos |
|
| 146 |
+
| `AmineDiro` | [profile](https://github.com/AmineDiro) | no | MEMBER | 3865d | `2026-04-14T15:35:56Z` | 9 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
|
| 147 |
| `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 9 | 0 | mixed | moderate | low | targets high-star repos |
|
| 148 |
| `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3267d | `2021-08-30T15:40:15Z` | 7 | 2 | strong | low | low | — |
|
|
|
|
| 149 |
| `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 150 |
| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3900d | `2026-01-21T06:14:39Z` | 5 | 4 | weak | low | low | high open PR share; targets high-star repos |
|
| 151 |
| `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | FIRST_TIME_CONTRIBUTOR | 4d | `2026-05-13T10:45:04Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
|
|
|
|
| 165 |
| `lucianommartins` | [profile](https://github.com/lucianommartins) | no | CONTRIBUTOR | 3503d | `2026-04-05T22:07:53Z` | 2 | 0 | weak | low | low | no visible non-self stars; targets high-star repos |
|
| 166 |
| `otjdiepluong` | [profile](https://github.com/otjdiepluong) | no | NONE | 32d | `2026-05-14T03:52:29Z` | 2 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 167 |
| `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 168 |
+
| `rohanbalsaraf` | [profile](https://github.com/rohanbalsaraf) | no | NONE | 1145d | `2026-05-20T11:01:54Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 169 |
| `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | CONTRIBUTOR | 1796d | `2026-04-06T18:01:42Z` | 2 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
|
| 170 |
| `WilliamRoyNelson` | [profile](https://github.com/WilliamRoyNelson) | no | CONTRIBUTOR | 4404d | `2026-02-03T01:06:06Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 171 |
| `zRzRzRzRzRzRzR` | [profile](https://github.com/zRzRzRzRzRzRzR) | no | CONTRIBUTOR | 1671d | `2026-01-21T13:37:27Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
|
|
|
|
| 272 |
| `iamsharduld` | [profile](https://github.com/iamsharduld) | no | NONE | 4324d | `2026-06-13T10:20:36Z` | 1 | 0 | mixed | high | low | broad repo spread |
|
| 273 |
| `itxsamad1` | [profile](https://github.com/itxsamad1) | no | NONE | 635d | `2026-06-26T12:25:41Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
|
| 274 |
| `jacopopper` | [profile](https://github.com/jacopopper) | no | NONE | 1686d | `2026-05-31T20:04:47Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 275 |
| `jankipatel20` | [profile](https://github.com/jankipatel20) | no | NONE | 1001d | `2026-05-25T08:25:28Z` | 1 | 0 | strong | low | low | — |
|
| 276 |
| `jmayank1511` | [profile](https://github.com/jmayank1511) | no | NONE | 2753d | `2026-05-20T18:13:18Z` | 1 | 0 | strong | moderate | low | no visible non-self stars |
|
| 277 |
| `joaopedroassad` | [profile](https://github.com/joaopedroassad) | no | CONTRIBUTOR | 341d | `2026-06-02T19:08:14Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
|
|
|
|
| 336 |
| `sergioperezcheco` | [profile](https://github.com/sergioperezcheco) | no | NONE | 1522d | `2026-06-28T17:06:32Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 337 |
| `sezer-muhammed` | [profile](https://github.com/sezer-muhammed) | no | CONTRIBUTOR | 2054d | `2026-06-28T03:58:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 338 |
| `sgerrard` | [profile](https://github.com/sgerrard) | no | CONTRIBUTOR | 3845d | `2026-06-05T15:02:56Z` | 1 | 0 | strong | low | low | targets high-star repos |
|
|
|
|
| 339 |
| `ShamSaleem` | [profile](https://github.com/ShamSaleem) | no | CONTRIBUTOR | 1520d | `2026-06-22T07:57:42Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 340 |
| `Shanmuk4622` | [profile](https://github.com/Shanmuk4622) | no | NONE | 948d | `2026-05-28T06:31:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 341 |
| `ShareLer` | [profile](https://github.com/ShareLer) | no | FIRST_TIME_CONTRIBUTOR | 2684d | `2026-07-08T10:26:48Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 366 |
| `W-Akrabi` | [profile](https://github.com/W-Akrabi) | no | NONE | 1346d | `2026-06-07T22:07:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 367 |
| `wangyi7099` | [profile](https://github.com/wangyi7099) | no | FIRST_TIME_CONTRIBUTOR | 3473d | `2026-06-11T00:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 368 |
| `wasim-builds` | [profile](https://github.com/wasim-builds) | no | NONE | 1478d | `2026-07-15T15:49:19Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
|
|
|
|
| 369 |
| `Yooniel` | [profile](https://github.com/Yooniel) | no | CONTRIBUTOR | 2080d | `2026-05-21T15:59:30Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 370 |
| `YuChangHui` | [profile](https://github.com/YuChangHui) | no | FIRST_TIME_CONTRIBUTOR | 2154d | `2026-07-06T02:04:32Z` | 1 | 0 | strong | low | low | — |
|
| 371 |
| `yuekaizhang` | [profile](https://github.com/yuekaizhang) | no | CONTRIBUTOR | 3305d | `2026-06-08T05:30:02Z` | 1 | 0 | mixed | moderate | low | high open PR share |
|
|
|
|
| 1356 |
- [PR #47131: Fix false __len__ claims in Trainer docstrings](https://github.com/huggingface/transformers/pull/47131) — closed, merged
|
| 1357 |
- [PR #46155: Update dev version](https://github.com/huggingface/transformers/pull/46155) — closed
|
| 1358 |
- [Issue #45137: IndexError: pop from an empty deque with DeepSpeed ZeRO3](https://github.com/huggingface/transformers/issues/45137) — closed
|
| 1359 |
+
- [Issue #44273: Lazy loading is not working properly](https://github.com/huggingface/transformers/issues/44273) — closed
|
| 1360 |
- [Issue #43334: Qwen3-VL can't be loaded in transformers dev: AttributeError: 'Qwen3VLTextConfig' object has no attribute 'pad_token_id'](https://github.com/huggingface/transformers/issues/43334) — closed
|
| 1361 |
|
| 1362 |
### `IMvision12`
|
|
|
|
| 1873 |
- [PR #47239: Clarify extra_special_tokens documentation to match the example](https://github.com/huggingface/transformers/pull/47239) — closed
|
| 1874 |
- [PR #47136: Clarify input device placement in the Quicktour inference example](https://github.com/huggingface/transformers/pull/47136) — closed, merged
|
| 1875 |
|
| 1876 |
+
### `webtecnica`
|
| 1877 |
+
|
| 1878 |
+
- profile: [github.com/webtecnica](https://github.com/webtecnica)
|
| 1879 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Awebtecnica)
|
| 1880 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Awebtecnica)
|
| 1881 |
+
- repo first seen: `2026-07-19T03:43:20Z`
|
| 1882 |
+
- repo last seen: `2026-07-19T11:54:07Z`
|
| 1883 |
+
- first seen in snapshot: **no**
|
| 1884 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 1885 |
+
- repo primary artifacts: **4**
|
| 1886 |
+
- snapshot authored PRs/issues: **4 PRs / 0 issues**
|
| 1887 |
+
- snapshot discussion activity: **3 comments / 1 reviews / 0 review comments**
|
| 1888 |
+
- account age: **2051 days**
|
| 1889 |
+
- recent public PR activity: **395 PRs** (5 merged / 160 closed-unmerged / 230 open; merged rate **1%**, closed-unmerged rate **41%**, open rate **58%**)
|
| 1890 |
+
- public orgs: none visible
|
| 1891 |
+
- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
|
| 1892 |
+
- heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
|
| 1893 |
+
|
| 1894 |
+
Example artifacts:
|
| 1895 |
+
- [PR #47412: fix: Wav2Vec2PhonemeCTCTokenizer.phonemize stale phonemizer_lang](https://github.com/huggingface/transformers/pull/47412) — open
|
| 1896 |
+
- [PR #47411: fix: raise hard error on total weight mismatch with conversions or quantization](https://github.com/huggingface/transformers/pull/47411) — open
|
| 1897 |
+
- [PR #47410: fix: raise hard error when compressed-tensors packed weights cannot be mapped](https://github.com/huggingface/transformers/pull/47410) — open
|
| 1898 |
+
|
| 1899 |
### `ZAID646`
|
| 1900 |
|
| 1901 |
- profile: [github.com/ZAID646](https://github.com/ZAID646)
|
|
|
|
| 2336 |
- [PR #47210: Route packed sdpa rows through torch.nn.attention.varlen.varlen_attn](https://github.com/huggingface/transformers/pull/47210) — open
|
| 2337 |
- [PR #45814: Add pretrained model-family distributed smoke matrix](https://github.com/huggingface/transformers/pull/45814) — open
|
| 2338 |
|
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|
| 2339 |
### `Charly21r`
|
| 2340 |
|
| 2341 |
- profile: [github.com/Charly21r](https://github.com/Charly21r)
|
|
|
|
| 2462 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acurnane-lab)
|
| 2463 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acurnane-lab)
|
| 2464 |
- repo first seen: `2026-04-24T15:14:11Z`
|
| 2465 |
+
- repo last seen: `2026-07-19T09:23:11Z`
|
| 2466 |
- first seen in snapshot: **no**
|
| 2467 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2468 |
- repo primary artifacts: **4**
|
| 2469 |
- snapshot authored PRs/issues: **4 PRs / 0 issues**
|
| 2470 |
+
- snapshot discussion activity: **7 comments / 1 reviews / 1 review comments**
|
| 2471 |
- account age: **248 days**
|
| 2472 |
- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
|
| 2473 |
- public orgs: none visible
|
|
|
|
| 2621 |
Example artifacts:
|
| 2622 |
- [PR #46535: Use cached added-token dicts in per-token decode loops](https://github.com/huggingface/transformers/pull/46535) — closed, merged
|
| 2623 |
- [PR #46323: Fix convert_tokens_to_ids performance regression for slow tokenizers (#46315)](https://github.com/huggingface/transformers/pull/46323) — closed, merged
|
| 2624 |
+
- [Issue #46552: Wav2Vec2CTCTokenizer in v5 treats the word delimiter as a special token, which leaks into get_special_tokens_mask and convert_ids_to_tokens](https://github.com/huggingface/transformers/issues/46552) — closed
|
| 2625 |
- [Issue #46396: `added_tokens_encoder` rebuilds the entire added-token map on every access](https://github.com/huggingface/transformers/issues/46396) — closed
|
| 2626 |
|
| 2627 |
### `Bluear7878`
|
|
|
|
| 3378 |
- [PR #47278: feat(rope): fused Triton kernel for apply_rotary_pos_emb via torchembed (3–5× faster)](https://github.com/huggingface/transformers/pull/47278) — closed
|
| 3379 |
- [PR #46479: Add `torchembed` as an optional RoPE/embedding backend](https://github.com/huggingface/transformers/pull/46479) — closed, draft
|
| 3380 |
|
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|
|
|
|
| 3381 |
### `srishtiii28`
|
| 3382 |
|
| 3383 |
- profile: [github.com/srishtiii28](https://github.com/srishtiii28)
|
|
|
|
| 3492 |
- [Issue #45030: tiny-random glm4v configuration can't load due to config validation changes](https://github.com/huggingface/transformers/issues/45030) — closed
|
| 3493 |
- [Issue #44877: Strict config prevents loading `granite_speech` config](https://github.com/huggingface/transformers/issues/44877) — closed
|
| 3494 |
|
| 3495 |
+
### `AmineDiro`
|
| 3496 |
+
|
| 3497 |
+
- profile: [github.com/AmineDiro](https://github.com/AmineDiro)
|
| 3498 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAmineDiro)
|
| 3499 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAmineDiro)
|
| 3500 |
+
- repo first seen: `2026-04-14T15:35:56Z`
|
| 3501 |
+
- repo last seen: `2026-05-29T20:43:17Z`
|
| 3502 |
+
- first seen in snapshot: **no**
|
| 3503 |
+
- repo association: **MEMBER**
|
| 3504 |
+
- repo primary artifacts: **9**
|
| 3505 |
+
- snapshot authored PRs/issues: **9 PRs / 0 issues**
|
| 3506 |
+
- snapshot discussion activity: **19 comments / 16 reviews / 16 review comments**
|
| 3507 |
+
- account age: **3865 days**
|
| 3508 |
+
- recent public PR activity: **17 PRs** (8 merged / 1 closed-unmerged / 8 open; merged rate **47%**, closed-unmerged rate **6%**, open rate **47%**)
|
| 3509 |
+
- public orgs: `huggingface`
|
| 3510 |
+
- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
|
| 3511 |
+
- heuristic read: **high open PR share; targets high-star repos**
|
| 3512 |
+
|
| 3513 |
+
Example artifacts:
|
| 3514 |
+
- [PR #46126: EP + Trainer integration on top of DistributedConfig (#45028)](https://github.com/huggingface/transformers/pull/46126) — open
|
| 3515 |
+
- [PR #46113: clip_grad_norm avoid O(global_params) replication](https://github.com/huggingface/transformers/pull/46113) — open
|
| 3516 |
+
- [PR #45994: Trainer.compute_loss: fix loss over-counting under TP and EP-as-TP](https://github.com/huggingface/transformers/pull/45994) — closed, merged
|
| 3517 |
+
|
| 3518 |
### `zhang-prog`
|
| 3519 |
|
| 3520 |
- profile: [github.com/zhang-prog](https://github.com/zhang-prog)
|
|
|
|
| 3563 |
- [Issue #43489: Transformers' version 5 is out!](https://github.com/huggingface/transformers/issues/43489) — closed
|
| 3564 |
- [Issue #40822: Welcome v5](https://github.com/huggingface/transformers/issues/40822) — closed
|
| 3565 |
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
| 3566 |
### `SangbumChoi`
|
| 3567 |
|
| 3568 |
- profile: [github.com/SangbumChoi](https://github.com/SangbumChoi)
|
|
|
|
| 3993 |
- [PR #46330: Fix: strip EOS token when continue_final_message=True in MistralCommo…](https://github.com/huggingface/transformers/pull/46330) — open
|
| 3994 |
- [PR #45784: fix: remove upper bound on tokenizers version constraint](https://github.com/huggingface/transformers/pull/45784) — closed
|
| 3995 |
|
| 3996 |
+
### `rohanbalsaraf`
|
| 3997 |
+
|
| 3998 |
+
- profile: [github.com/rohanbalsaraf](https://github.com/rohanbalsaraf)
|
| 3999 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arohanbalsaraf)
|
| 4000 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arohanbalsaraf)
|
| 4001 |
+
- repo first seen: `2026-05-20T11:01:54Z`
|
| 4002 |
+
- repo last seen: `2026-05-20T18:41:24Z`
|
| 4003 |
+
- first seen in snapshot: **no**
|
| 4004 |
+
- repo association: **NONE**
|
| 4005 |
+
- repo primary artifacts: **2**
|
| 4006 |
+
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 4007 |
+
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 4008 |
+
- account age: **1145 days**
|
| 4009 |
+
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 4010 |
+
- public orgs: none visible
|
| 4011 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 4012 |
+
- heuristic read: **high open PR share; targets high-star repos**
|
| 4013 |
+
|
| 4014 |
+
Example artifacts:
|
| 4015 |
+
- [PR #46124: Fix crash and tokenization mismatch in speculative decoding with different tokenizers](https://github.com/huggingface/transformers/pull/46124) — closed
|
| 4016 |
+
- [PR #46117: [Generation] Fix continuous batching crash when out of memory during …](https://github.com/huggingface/transformers/pull/46117) — closed
|
| 4017 |
+
|
| 4018 |
### `ryota-komatsu`
|
| 4019 |
|
| 4020 |
- profile: [github.com/ryota-komatsu](https://github.com/ryota-komatsu)
|
|
|
|
| 4798 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AYigtwxx)
|
| 4799 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYigtwxx)
|
| 4800 |
- repo first seen: `2026-07-18T08:03:46Z`
|
| 4801 |
+
- repo last seen: `2026-07-19T07:53:51Z`
|
| 4802 |
- first seen in snapshot: **no**
|
| 4803 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 4804 |
- repo primary artifacts: **2**
|
| 4805 |
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
| 4806 |
+
- snapshot discussion activity: **0 comments / 1 reviews / 1 review comments**
|
| 4807 |
- account age: **912 days**
|
| 4808 |
- recent public PR activity: **43 PRs** (13 merged / 4 closed-unmerged / 26 open; merged rate **30%**, closed-unmerged rate **9%**, open rate **60%**)
|
| 4809 |
- public orgs: none visible
|
|
|
|
| 6009 |
- heuristic read: **high open PR share**
|
| 6010 |
|
| 6011 |
Example artifacts:
|
| 6012 |
+
- [PR #47401: Add LoMa keypoint matching model](https://github.com/huggingface/transformers/pull/47401) — open
|
| 6013 |
|
| 6014 |
### `gmrnlg1971`
|
| 6015 |
|
|
|
|
| 6284 |
Example artifacts:
|
| 6285 |
- [PR #46311: feat(generation): add GenerationActivations utility for stacking hidden states from generate()](https://github.com/huggingface/transformers/pull/46311) — closed
|
| 6286 |
|
|
|
|
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|
|
|
|
|
|
|
|
| 6287 |
### `jankipatel20`
|
| 6288 |
|
| 6289 |
- profile: [github.com/jankipatel20](https://github.com/jankipatel20)
|
|
|
|
| 7487 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASanjays2402)
|
| 7488 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASanjays2402)
|
| 7489 |
- repo first seen: `2026-05-23T19:26:01Z`
|
| 7490 |
+
- repo last seen: `2026-07-19T07:24:15Z`
|
| 7491 |
- first seen in snapshot: **no**
|
| 7492 |
- repo association: **NONE**
|
| 7493 |
- repo primary artifacts: **1**
|
| 7494 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 7495 |
+
- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
|
| 7496 |
- account age: **2554 days**
|
| 7497 |
- recent public PR activity: **204 PRs** (46 merged / 92 closed-unmerged / 66 open; merged rate **23%**, closed-unmerged rate **45%**, open rate **32%**)
|
| 7498 |
- public orgs: none visible
|
|
|
|
| 7628 |
Example artifacts:
|
| 7629 |
- [PR #46449: Quantization for small models](https://github.com/huggingface/transformers/pull/46449) — closed, merged
|
| 7630 |
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|
| 7631 |
### `ShamSaleem`
|
| 7632 |
|
| 7633 |
- profile: [github.com/ShamSaleem](https://github.com/ShamSaleem)
|
|
|
|
| 8258 |
Example artifacts:
|
| 8259 |
- [PR #47343: docs: fix typo 'succesful' -> 'successful' in modeling_utils.py](https://github.com/huggingface/transformers/pull/47343) — closed
|
| 8260 |
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|
| 8261 |
### `Yooniel`
|
| 8262 |
|
| 8263 |
- profile: [github.com/Yooniel](https://github.com/Yooniel)
|
new_contributors.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c69ef75125c7fa32020afc61d88ce71bdd3630fdac276bcf7118264b86754431
|
| 3 |
+
size 65450
|
pr-scope-clusters.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
-
"snapshot_id": "
|
| 4 |
-
"generated_at": "2026-07-
|
| 5 |
-
"cluster_count":
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
| 8 |
"cluster_id": "pr-scope-43636-11",
|
|
@@ -50,7 +50,7 @@
|
|
| 50 |
"left_pr_number": 43663,
|
| 51 |
"right_pr_number": 45067,
|
| 52 |
"similarity": 0.626,
|
| 53 |
-
"content_similarity": 0.
|
| 54 |
"size_similarity": 1.0,
|
| 55 |
"breadth_similarity": 1.0,
|
| 56 |
"concentration_similarity": 1.0,
|
|
@@ -66,7 +66,7 @@
|
|
| 66 |
"left_pr_number": 43651,
|
| 67 |
"right_pr_number": 43663,
|
| 68 |
"similarity": 0.54,
|
| 69 |
-
"content_similarity": 0.
|
| 70 |
"size_similarity": 0.72,
|
| 71 |
"breadth_similarity": 1.0,
|
| 72 |
"concentration_similarity": 1.0,
|
|
@@ -162,7 +162,7 @@
|
|
| 162 |
"left_pr_number": 43663,
|
| 163 |
"right_pr_number": 47379,
|
| 164 |
"similarity": 0.477,
|
| 165 |
-
"content_similarity": 0.
|
| 166 |
"size_similarity": 0.24,
|
| 167 |
"breadth_similarity": 1.0,
|
| 168 |
"concentration_similarity": 1.0,
|
|
@@ -258,7 +258,7 @@
|
|
| 258 |
"left_pr_number": 45067,
|
| 259 |
"right_pr_number": 47379,
|
| 260 |
"similarity": 0.45,
|
| 261 |
-
"content_similarity": 0.
|
| 262 |
"size_similarity": 0.24,
|
| 263 |
"breadth_similarity": 1.0,
|
| 264 |
"concentration_similarity": 1.0,
|
|
@@ -562,7 +562,7 @@
|
|
| 562 |
"left_pr_number": 43636,
|
| 563 |
"right_pr_number": 44189,
|
| 564 |
"similarity": 0.394,
|
| 565 |
-
"content_similarity": 0.
|
| 566 |
"size_similarity": 0.364,
|
| 567 |
"breadth_similarity": 1.0,
|
| 568 |
"concentration_similarity": 1.0,
|
|
@@ -674,7 +674,7 @@
|
|
| 674 |
"left_pr_number": 44189,
|
| 675 |
"right_pr_number": 45273,
|
| 676 |
"similarity": 0.381,
|
| 677 |
-
"content_similarity": 0.
|
| 678 |
"size_similarity": 0.5,
|
| 679 |
"breadth_similarity": 1.0,
|
| 680 |
"concentration_similarity": 1.0,
|
|
@@ -722,7 +722,7 @@
|
|
| 722 |
"left_pr_number": 43663,
|
| 723 |
"right_pr_number": 45273,
|
| 724 |
"similarity": 0.367,
|
| 725 |
-
"content_similarity": 0.
|
| 726 |
"size_similarity": 0.08,
|
| 727 |
"breadth_similarity": 1.0,
|
| 728 |
"concentration_similarity": 1.0,
|
|
@@ -770,7 +770,7 @@
|
|
| 770 |
"left_pr_number": 44660,
|
| 771 |
"right_pr_number": 45273,
|
| 772 |
"similarity": 0.358,
|
| 773 |
-
"content_similarity": 0.
|
| 774 |
"size_similarity": 0.333,
|
| 775 |
"breadth_similarity": 1.0,
|
| 776 |
"concentration_similarity": 1.0,
|
|
@@ -801,8 +801,8 @@
|
|
| 801 |
{
|
| 802 |
"left_pr_number": 44123,
|
| 803 |
"right_pr_number": 44257,
|
| 804 |
-
"similarity": 0.
|
| 805 |
-
"content_similarity": 0.
|
| 806 |
"size_similarity": 0.109,
|
| 807 |
"breadth_similarity": 1.0,
|
| 808 |
"concentration_similarity": 1.0,
|
|
@@ -1567,7 +1567,7 @@
|
|
| 1567 |
"left_pr_number": 46554,
|
| 1568 |
"right_pr_number": 46558,
|
| 1569 |
"similarity": 0.825,
|
| 1570 |
-
"content_similarity": 0.
|
| 1571 |
"size_similarity": 0.111,
|
| 1572 |
"breadth_similarity": 1.0,
|
| 1573 |
"concentration_similarity": 1.0,
|
|
@@ -1779,7 +1779,7 @@
|
|
| 1779 |
"left_pr_number": 45635,
|
| 1780 |
"right_pr_number": 47387,
|
| 1781 |
"similarity": 0.535,
|
| 1782 |
-
"content_similarity": 0.
|
| 1783 |
"size_similarity": 0.847,
|
| 1784 |
"breadth_similarity": 0.833,
|
| 1785 |
"concentration_similarity": 0.927,
|
|
@@ -1814,7 +1814,7 @@
|
|
| 1814 |
"left_pr_number": 45421,
|
| 1815 |
"right_pr_number": 45635,
|
| 1816 |
"similarity": 0.462,
|
| 1817 |
-
"content_similarity": 0.
|
| 1818 |
"size_similarity": 0.803,
|
| 1819 |
"breadth_similarity": 0.5,
|
| 1820 |
"concentration_similarity": 0.586,
|
|
@@ -1867,7 +1867,7 @@
|
|
| 1867 |
"left_pr_number": 45996,
|
| 1868 |
"right_pr_number": 47387,
|
| 1869 |
"similarity": 0.388,
|
| 1870 |
-
"content_similarity": 0.
|
| 1871 |
"size_similarity": 0.843,
|
| 1872 |
"breadth_similarity": 0.708,
|
| 1873 |
"concentration_similarity": 0.831,
|
|
@@ -1917,8 +1917,8 @@
|
|
| 1917 |
{
|
| 1918 |
"left_pr_number": 45421,
|
| 1919 |
"right_pr_number": 47387,
|
| 1920 |
-
"similarity": 0.
|
| 1921 |
-
"content_similarity": 0.
|
| 1922 |
"size_similarity": 0.68,
|
| 1923 |
"breadth_similarity": 0.417,
|
| 1924 |
"concentration_similarity": 0.659,
|
|
@@ -1949,6 +1949,269 @@
|
|
| 1949 |
}
|
| 1950 |
]
|
| 1951 |
},
|
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|
| 1952 |
{
|
| 1953 |
"cluster_id": "pr-scope-41606-6",
|
| 1954 |
"pr_numbers": [
|
|
@@ -2093,7 +2356,7 @@
|
|
| 2093 |
"left_pr_number": 44543,
|
| 2094 |
"right_pr_number": 46161,
|
| 2095 |
"similarity": 0.383,
|
| 2096 |
-
"content_similarity": 0.
|
| 2097 |
"size_similarity": 0.566,
|
| 2098 |
"breadth_similarity": 1.0,
|
| 2099 |
"concentration_similarity": 0.97,
|
|
@@ -2342,7 +2605,7 @@
|
|
| 2342 |
{
|
| 2343 |
"left_pr_number": 45294,
|
| 2344 |
"right_pr_number": 45883,
|
| 2345 |
-
"similarity": 0.
|
| 2346 |
"content_similarity": 0.461,
|
| 2347 |
"size_similarity": 0.933,
|
| 2348 |
"breadth_similarity": 0.325,
|
|
@@ -2985,7 +3248,7 @@
|
|
| 2985 |
"left_pr_number": 34667,
|
| 2986 |
"right_pr_number": 45985,
|
| 2987 |
"similarity": 0.596,
|
| 2988 |
-
"content_similarity": 0.
|
| 2989 |
"size_similarity": 0.733,
|
| 2990 |
"breadth_similarity": 1.0,
|
| 2991 |
"concentration_similarity": 1.0,
|
|
@@ -3002,7 +3265,7 @@
|
|
| 3002 |
"left_pr_number": 34667,
|
| 3003 |
"right_pr_number": 39683,
|
| 3004 |
"similarity": 0.53,
|
| 3005 |
-
"content_similarity": 0.
|
| 3006 |
"size_similarity": 0.478,
|
| 3007 |
"breadth_similarity": 1.0,
|
| 3008 |
"concentration_similarity": 1.0,
|
|
@@ -3018,7 +3281,7 @@
|
|
| 3018 |
{
|
| 3019 |
"left_pr_number": 44872,
|
| 3020 |
"right_pr_number": 47310,
|
| 3021 |
-
"similarity": 0.
|
| 3022 |
"content_similarity": 0.281,
|
| 3023 |
"size_similarity": 1.0,
|
| 3024 |
"breadth_similarity": 1.0,
|
|
@@ -3070,7 +3333,7 @@
|
|
| 3070 |
"left_pr_number": 34667,
|
| 3071 |
"right_pr_number": 44872,
|
| 3072 |
"similarity": 0.431,
|
| 3073 |
-
"content_similarity": 0.
|
| 3074 |
"size_similarity": 0.273,
|
| 3075 |
"breadth_similarity": 1.0,
|
| 3076 |
"concentration_similarity": 1.0,
|
|
@@ -3086,7 +3349,7 @@
|
|
| 3086 |
{
|
| 3087 |
"left_pr_number": 34667,
|
| 3088 |
"right_pr_number": 47310,
|
| 3089 |
-
"similarity": 0.
|
| 3090 |
"content_similarity": 0.339,
|
| 3091 |
"size_similarity": 0.273,
|
| 3092 |
"breadth_similarity": 1.0,
|
|
@@ -3103,7 +3366,7 @@
|
|
| 3103 |
{
|
| 3104 |
"left_pr_number": 39683,
|
| 3105 |
"right_pr_number": 44872,
|
| 3106 |
-
"similarity": 0.
|
| 3107 |
"content_similarity": 0.364,
|
| 3108 |
"size_similarity": 0.13,
|
| 3109 |
"breadth_similarity": 1.0,
|
|
@@ -3136,188 +3399,6 @@
|
|
| 3136 |
}
|
| 3137 |
]
|
| 3138 |
},
|
| 3139 |
-
{
|
| 3140 |
-
"cluster_id": "pr-scope-45548-5",
|
| 3141 |
-
"pr_numbers": [
|
| 3142 |
-
45548,
|
| 3143 |
-
45649,
|
| 3144 |
-
45655,
|
| 3145 |
-
47335,
|
| 3146 |
-
47336
|
| 3147 |
-
],
|
| 3148 |
-
"representative_pr_number": 45649,
|
| 3149 |
-
"average_similarity": 0.455,
|
| 3150 |
-
"summary": "5 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
|
| 3151 |
-
"shared_filenames": [
|
| 3152 |
-
"src/transformers/modeling_utils.py"
|
| 3153 |
-
],
|
| 3154 |
-
"shared_directories": [
|
| 3155 |
-
"src/transformers",
|
| 3156 |
-
"src"
|
| 3157 |
-
],
|
| 3158 |
-
"pairwise": [
|
| 3159 |
-
{
|
| 3160 |
-
"left_pr_number": 45649,
|
| 3161 |
-
"right_pr_number": 47336,
|
| 3162 |
-
"similarity": 0.531,
|
| 3163 |
-
"content_similarity": 0.357,
|
| 3164 |
-
"size_similarity": 0.875,
|
| 3165 |
-
"breadth_similarity": 1.0,
|
| 3166 |
-
"concentration_similarity": 1.0,
|
| 3167 |
-
"shared_filenames": [
|
| 3168 |
-
"src/transformers/modeling_utils.py"
|
| 3169 |
-
],
|
| 3170 |
-
"shared_directories": [
|
| 3171 |
-
"src/transformers",
|
| 3172 |
-
"src"
|
| 3173 |
-
]
|
| 3174 |
-
},
|
| 3175 |
-
{
|
| 3176 |
-
"left_pr_number": 45548,
|
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| 3217 |
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| 3232 |
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|
| 3233 |
-
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-
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| 3248 |
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|
| 3249 |
-
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-
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-
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"src"
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-
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{
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| 3257 |
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| 3258 |
-
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|
| 3259 |
-
"content_similarity": 0.328,
|
| 3260 |
-
"size_similarity": 0.5,
|
| 3261 |
-
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| 3262 |
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| 3263 |
-
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| 3264 |
-
"src/transformers/modeling_utils.py"
|
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-
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"shared_directories": [
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{
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-
"content_similarity": 0.318,
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| 3276 |
-
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"breadth_similarity": 0.75,
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-
"concentration_similarity": 1.0,
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"shared_directories": [
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{
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"content_similarity": 0.299,
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"breadth_similarity": 0.75,
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"concentration_similarity": 1.0,
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"shared_filenames": [
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"shared_directories": [
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{
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"left_pr_number": 45548,
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"right_pr_number": 45655,
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"similarity": 0.355,
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"content_similarity": 0.288,
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"size_similarity": 0.191,
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"breadth_similarity": 0.75,
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| 3310 |
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"concentration_similarity": 1.0,
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| 3311 |
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"shared_filenames": [
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"shared_directories": [
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| 3321 |
{
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| 3322 |
"cluster_id": "pr-scope-44385-5",
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| 3323 |
"pr_numbers": [
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@@ -3376,7 +3457,7 @@
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| 3376 |
{
|
| 3377 |
"left_pr_number": 46152,
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| 3378 |
"right_pr_number": 46995,
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| 3379 |
-
"similarity": 0.
|
| 3380 |
"content_similarity": 0.431,
|
| 3381 |
"size_similarity": 0.133,
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| 3382 |
"breadth_similarity": 1.0,
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@@ -3394,7 +3475,7 @@
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| 3394 |
"left_pr_number": 44385,
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| 3395 |
"right_pr_number": 46995,
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| 3396 |
"similarity": 0.429,
|
| 3397 |
-
"content_similarity": 0.
|
| 3398 |
"size_similarity": 0.615,
|
| 3399 |
"breadth_similarity": 0.667,
|
| 3400 |
"concentration_similarity": 1.0,
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@@ -3410,7 +3491,7 @@
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| 3410 |
{
|
| 3411 |
"left_pr_number": 44615,
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| 3412 |
"right_pr_number": 47222,
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| 3413 |
-
"similarity": 0.
|
| 3414 |
"content_similarity": 0.284,
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| 3415 |
"size_similarity": 0.857,
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"breadth_similarity": 0.5,
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@@ -3496,7 +3577,7 @@
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| 3496 |
"left_pr_number": 44385,
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"right_pr_number": 47222,
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| 3498 |
"similarity": 0.304,
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| 3499 |
-
"content_similarity": 0.
|
| 3500 |
"size_similarity": 0.433,
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| 3501 |
"breadth_similarity": 0.583,
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| 3502 |
"concentration_similarity": 0.667,
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@@ -3710,7 +3791,7 @@
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| 3710 |
{
|
| 3711 |
"left_pr_number": 42975,
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"right_pr_number": 45077,
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"similarity": 0.
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"content_similarity": 0.598,
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"size_similarity": 0.731,
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| 3716 |
"breadth_similarity": 0.833,
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@@ -4126,7 +4207,7 @@
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| 4126 |
"left_pr_number": 45293,
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| 4127 |
"right_pr_number": 45317,
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"similarity": 0.505,
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| 4129 |
-
"content_similarity": 0.
|
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"size_similarity": 0.741,
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"breadth_similarity": 1.0,
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| 4132 |
"concentration_similarity": 0.972,
|
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@@ -4328,7 +4409,7 @@
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| 4328 |
47301
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| 4329 |
],
|
| 4330 |
"representative_pr_number": 44550,
|
| 4331 |
-
"average_similarity": 0.
|
| 4332 |
"summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
|
| 4333 |
"shared_filenames": [],
|
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"shared_directories": [
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@@ -4341,7 +4422,7 @@
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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": 0.132,
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"size_similarity": 1.0,
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"breadth_similarity": 1.0,
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@@ -4403,7 +4484,7 @@
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| 4403 |
"left_pr_number": 33686,
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| 4404 |
"right_pr_number": 47301,
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| 4405 |
"similarity": 0.348,
|
| 4406 |
-
"content_similarity": 0.
|
| 4407 |
"size_similarity": 0.909,
|
| 4408 |
"breadth_similarity": 1.0,
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| 4409 |
"concentration_similarity": 1.0,
|
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@@ -4417,7 +4498,7 @@
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| 4417 |
{
|
| 4418 |
"left_pr_number": 44407,
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| 4419 |
"right_pr_number": 47301,
|
| 4420 |
-
"similarity": 0.
|
| 4421 |
"content_similarity": 0.093,
|
| 4422 |
"size_similarity": 0.87,
|
| 4423 |
"breadth_similarity": 1.0,
|
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@@ -4451,10 +4532,10 @@
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| 4451 |
"pairwise": [
|
| 4452 |
{
|
| 4453 |
"left_pr_number": 46319,
|
| 4454 |
-
"right_pr_number":
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| 4455 |
-
"similarity": 0.
|
| 4456 |
-
"content_similarity": 0.
|
| 4457 |
-
"size_similarity": 0.
|
| 4458 |
"breadth_similarity": 1.0,
|
| 4459 |
"concentration_similarity": 1.0,
|
| 4460 |
"shared_filenames": [],
|
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@@ -4466,10 +4547,10 @@
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| 4466 |
},
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| 4467 |
{
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| 4468 |
"left_pr_number": 46319,
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| 4469 |
-
"right_pr_number":
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| 4470 |
"similarity": 0.359,
|
| 4471 |
-
"content_similarity": 0.
|
| 4472 |
-
"size_similarity": 0.
|
| 4473 |
"breadth_similarity": 1.0,
|
| 4474 |
"concentration_similarity": 1.0,
|
| 4475 |
"shared_filenames": [],
|
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@@ -4482,7 +4563,7 @@
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| 4482 |
{
|
| 4483 |
"left_pr_number": 46889,
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| 4484 |
"right_pr_number": 47212,
|
| 4485 |
-
"similarity": 0.
|
| 4486 |
"content_similarity": 0.079,
|
| 4487 |
"size_similarity": 1.0,
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| 4488 |
"breadth_similarity": 1.0,
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@@ -4527,7 +4608,7 @@
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| 4527 |
{
|
| 4528 |
"left_pr_number": 46889,
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| 4529 |
"right_pr_number": 47304,
|
| 4530 |
-
"similarity": 0.
|
| 4531 |
"content_similarity": 0.085,
|
| 4532 |
"size_similarity": 0.921,
|
| 4533 |
"breadth_similarity": 1.0,
|
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@@ -4984,7 +5065,7 @@
|
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| 4984 |
"left_pr_number": 46461,
|
| 4985 |
"right_pr_number": 47389,
|
| 4986 |
"similarity": 0.451,
|
| 4987 |
-
"content_similarity": 0.
|
| 4988 |
"size_similarity": 0.362,
|
| 4989 |
"breadth_similarity": 1.0,
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| 4990 |
"concentration_similarity": 0.63,
|
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@@ -5001,8 +5082,8 @@
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| 5001 |
{
|
| 5002 |
"left_pr_number": 42824,
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"right_pr_number": 47389,
|
| 5004 |
-
"similarity": 0.
|
| 5005 |
-
"content_similarity": 0.
|
| 5006 |
"size_similarity": 0.236,
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| 5007 |
"breadth_similarity": 0.5,
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| 5008 |
"concentration_similarity": 0.702,
|
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@@ -5368,7 +5449,7 @@
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| 5368 |
"left_pr_number": 46099,
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| 5369 |
"right_pr_number": 46269,
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| 5370 |
"similarity": 0.411,
|
| 5371 |
-
"content_similarity": 0.
|
| 5372 |
"size_similarity": 0.013,
|
| 5373 |
"breadth_similarity": 0.284,
|
| 5374 |
"concentration_similarity": 0.805,
|
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@@ -5537,7 +5618,7 @@
|
|
| 5537 |
"left_pr_number": 45541,
|
| 5538 |
"right_pr_number": 46177,
|
| 5539 |
"similarity": 0.526,
|
| 5540 |
-
"content_similarity": 0.
|
| 5541 |
"size_similarity": 0.519,
|
| 5542 |
"breadth_similarity": 1.0,
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| 5543 |
"concentration_similarity": 1.0,
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@@ -5651,6 +5732,84 @@
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| 5654 |
{
|
| 5655 |
"cluster_id": "pr-scope-44889-3",
|
| 5656 |
"pr_numbers": [
|
|
@@ -5676,7 +5835,7 @@
|
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| 5676 |
{
|
| 5677 |
"left_pr_number": 44889,
|
| 5678 |
"right_pr_number": 46775,
|
| 5679 |
-
"similarity": 0.
|
| 5680 |
"content_similarity": 0.33,
|
| 5681 |
"size_similarity": 0.877,
|
| 5682 |
"breadth_similarity": 0.458,
|
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@@ -6659,7 +6818,7 @@
|
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| 6659 |
46324
|
| 6660 |
],
|
| 6661 |
"representative_pr_number": 44228,
|
| 6662 |
-
"average_similarity": 0.
|
| 6663 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/quantizers_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44228.",
|
| 6664 |
"shared_filenames": [
|
| 6665 |
"src/transformers/quantizers/quantizers_utils.py",
|
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@@ -6674,8 +6833,8 @@
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| 6674 |
{
|
| 6675 |
"left_pr_number": 44228,
|
| 6676 |
"right_pr_number": 46324,
|
| 6677 |
-
"similarity": 0.
|
| 6678 |
-
"content_similarity": 0.
|
| 6679 |
"size_similarity": 0.259,
|
| 6680 |
"breadth_similarity": 0.583,
|
| 6681 |
"concentration_similarity": 0.926,
|
|
@@ -6730,47 +6889,6 @@
|
|
| 6730 |
}
|
| 6731 |
]
|
| 6732 |
},
|
| 6733 |
-
{
|
| 6734 |
-
"cluster_id": "pr-scope-44940-2",
|
| 6735 |
-
"pr_numbers": [
|
| 6736 |
-
44940,
|
| 6737 |
-
47408
|
| 6738 |
-
],
|
| 6739 |
-
"representative_pr_number": 44940,
|
| 6740 |
-
"average_similarity": 0.539,
|
| 6741 |
-
"summary": "2 open PRs share weighted file overlap around `tests/utils/test_modeling_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44940.",
|
| 6742 |
-
"shared_filenames": [
|
| 6743 |
-
"tests/utils/test_modeling_utils.py",
|
| 6744 |
-
"src/transformers/modeling_utils.py"
|
| 6745 |
-
],
|
| 6746 |
-
"shared_directories": [
|
| 6747 |
-
"tests/utils",
|
| 6748 |
-
"src/transformers",
|
| 6749 |
-
"tests",
|
| 6750 |
-
"src"
|
| 6751 |
-
],
|
| 6752 |
-
"pairwise": [
|
| 6753 |
-
{
|
| 6754 |
-
"left_pr_number": 44940,
|
| 6755 |
-
"right_pr_number": 47408,
|
| 6756 |
-
"similarity": 0.539,
|
| 6757 |
-
"content_similarity": 0.481,
|
| 6758 |
-
"size_similarity": 0.473,
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| 6759 |
-
"breadth_similarity": 0.833,
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| 6760 |
-
"concentration_similarity": 0.965,
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| 6761 |
-
"shared_filenames": [
|
| 6762 |
-
"src/transformers/modeling_utils.py",
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| 6763 |
-
"tests/utils/test_modeling_utils.py"
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],
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"shared_directories": [
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}
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},
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{
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"cluster_id": "pr-scope-45300-2",
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"pr_numbers": [
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@@ -6844,7 +6962,7 @@
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"left_pr_number": 46376,
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"right_pr_number": 47341,
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| 6846 |
"similarity": 0.516,
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| 6847 |
-
"content_similarity": 0.
|
| 6848 |
"size_similarity": 0.037,
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| 6849 |
"breadth_similarity": 0.6,
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"concentration_similarity": 0.967,
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}
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]
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{
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"cluster_id": "pr-scope-46735-2",
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"pr_numbers": [
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46735,
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47153
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],
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| 7062 |
-
"representative_pr_number": 46735,
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| 7063 |
-
"average_similarity": 0.496,
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| 7064 |
-
"summary": "2 open PRs share weighted file overlap around `tests/generation/test_utils.py`; representative PR #46735.",
|
| 7065 |
-
"shared_filenames": [
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| 7066 |
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"tests/generation/test_utils.py"
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],
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"shared_directories": [
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"tests/generation",
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"tests"
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-
],
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"pairwise": [
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{
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"left_pr_number": 46735,
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"right_pr_number": 47153,
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-
"similarity": 0.496,
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| 7077 |
-
"content_similarity": 0.471,
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| 7078 |
-
"size_similarity": 0.55,
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| 7079 |
-
"breadth_similarity": 0.5,
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| 7080 |
-
"concentration_similarity": 0.667,
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| 7081 |
-
"shared_filenames": [
|
| 7082 |
-
"tests/generation/test_utils.py"
|
| 7083 |
-
],
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-
"shared_directories": [
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-
"tests/generation",
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"tests"
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-
]
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-
}
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-
]
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-
},
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{
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"cluster_id": "pr-scope-45540-2",
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"pr_numbers": [
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@@ -7137,6 +7220,41 @@
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}
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]
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},
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{
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"cluster_id": "pr-scope-40755-2",
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"pr_numbers": [
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@@ -7279,7 +7397,7 @@
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| 7279 |
42655
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| 7280 |
],
|
| 7281 |
"representative_pr_number": 32189,
|
| 7282 |
-
"average_similarity": 0.
|
| 7283 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `src/transformers/generation/utils.py`; representative PR #32189.",
|
| 7284 |
"shared_filenames": [
|
| 7285 |
"src/transformers/generation/candidate_generator.py",
|
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@@ -7294,8 +7412,8 @@
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{
|
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"left_pr_number": 32189,
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| 7296 |
"right_pr_number": 42655,
|
| 7297 |
-
"similarity": 0.
|
| 7298 |
-
"content_similarity": 0.
|
| 7299 |
"size_similarity": 0.231,
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| 7300 |
"breadth_similarity": 0.5,
|
| 7301 |
"concentration_similarity": 0.568,
|
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@@ -7523,7 +7641,7 @@
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| 7523 |
46257
|
| 7524 |
],
|
| 7525 |
"representative_pr_number": 46127,
|
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-
"average_similarity": 0.
|
| 7527 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_v4/modeling_deepseek_v4.py`; representative PR #46127.",
|
| 7528 |
"shared_filenames": [
|
| 7529 |
"src/transformers/models/deepseek_v4/modeling_deepseek_v4.py"
|
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@@ -7538,7 +7656,7 @@
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| 7538 |
{
|
| 7539 |
"left_pr_number": 46127,
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| 7540 |
"right_pr_number": 46257,
|
| 7541 |
-
"similarity": 0.
|
| 7542 |
"content_similarity": 0.428,
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| 7543 |
"size_similarity": 0.053,
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"breadth_similarity": 0.75,
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@@ -7780,6 +7898,41 @@
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}
|
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]
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},
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| 7783 |
{
|
| 7784 |
"cluster_id": "pr-scope-43446-2",
|
| 7785 |
"pr_numbers": [
|
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@@ -7845,41 +7998,6 @@
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| 7845 |
}
|
| 7846 |
]
|
| 7847 |
},
|
| 7848 |
-
{
|
| 7849 |
-
"cluster_id": "pr-scope-44606-2",
|
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-
"pr_numbers": [
|
| 7851 |
-
44606,
|
| 7852 |
-
45086
|
| 7853 |
-
],
|
| 7854 |
-
"representative_pr_number": 44606,
|
| 7855 |
-
"average_similarity": 0.402,
|
| 7856 |
-
"summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.",
|
| 7857 |
-
"shared_filenames": [
|
| 7858 |
-
"src/transformers/tokenization_utils_tokenizers.py"
|
| 7859 |
-
],
|
| 7860 |
-
"shared_directories": [
|
| 7861 |
-
"src/transformers",
|
| 7862 |
-
"src"
|
| 7863 |
-
],
|
| 7864 |
-
"pairwise": [
|
| 7865 |
-
{
|
| 7866 |
-
"left_pr_number": 44606,
|
| 7867 |
-
"right_pr_number": 45086,
|
| 7868 |
-
"similarity": 0.402,
|
| 7869 |
-
"content_similarity": 0.313,
|
| 7870 |
-
"size_similarity": 0.222,
|
| 7871 |
-
"breadth_similarity": 1.0,
|
| 7872 |
-
"concentration_similarity": 1.0,
|
| 7873 |
-
"shared_filenames": [
|
| 7874 |
-
"src/transformers/tokenization_utils_tokenizers.py"
|
| 7875 |
-
],
|
| 7876 |
-
"shared_directories": [
|
| 7877 |
-
"src/transformers",
|
| 7878 |
-
"src"
|
| 7879 |
-
]
|
| 7880 |
-
}
|
| 7881 |
-
]
|
| 7882 |
-
},
|
| 7883 |
{
|
| 7884 |
"cluster_id": "pr-scope-45513-2",
|
| 7885 |
"pr_numbers": [
|
|
@@ -7887,7 +8005,7 @@
|
|
| 7887 |
46148
|
| 7888 |
],
|
| 7889 |
"representative_pr_number": 45513,
|
| 7890 |
-
"average_similarity": 0.
|
| 7891 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/models/qwen3_next/modular_qwen3_next.py`, `src/transformers/models/olmo_hybrid/modeling_olmo_hybrid.py`, `src/transformers/models/qwen3_5_moe/modeling_qwen3_5_moe.py`; representative PR #45513.",
|
| 7892 |
"shared_filenames": [
|
| 7893 |
"src/transformers/models/qwen3_next/modular_qwen3_next.py",
|
|
@@ -7909,8 +8027,8 @@
|
|
| 7909 |
{
|
| 7910 |
"left_pr_number": 45513,
|
| 7911 |
"right_pr_number": 46148,
|
| 7912 |
-
"similarity": 0.
|
| 7913 |
-
"content_similarity": 0.
|
| 7914 |
"size_similarity": 0.229,
|
| 7915 |
"breadth_similarity": 0.536,
|
| 7916 |
"concentration_similarity": 0.812,
|
|
@@ -7954,7 +8072,7 @@
|
|
| 7954 |
"left_pr_number": 43757,
|
| 7955 |
"right_pr_number": 46467,
|
| 7956 |
"similarity": 0.372,
|
| 7957 |
-
"content_similarity": 0.
|
| 7958 |
"size_similarity": 0.6,
|
| 7959 |
"breadth_similarity": 0.5,
|
| 7960 |
"concentration_similarity": 0.533,
|
|
@@ -7990,7 +8108,7 @@
|
|
| 7990 |
"left_pr_number": 44642,
|
| 7991 |
"right_pr_number": 45552,
|
| 7992 |
"similarity": 0.365,
|
| 7993 |
-
"content_similarity": 0.
|
| 7994 |
"size_similarity": 0.167,
|
| 7995 |
"breadth_similarity": 1.0,
|
| 7996 |
"concentration_similarity": 1.0,
|
|
@@ -8012,7 +8130,7 @@
|
|
| 8012 |
46357
|
| 8013 |
],
|
| 8014 |
"representative_pr_number": 45851,
|
| 8015 |
-
"average_similarity": 0.
|
| 8016 |
"summary": "2 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #45851.",
|
| 8017 |
"shared_filenames": [],
|
| 8018 |
"shared_directories": [
|
|
@@ -8024,7 +8142,7 @@
|
|
| 8024 |
{
|
| 8025 |
"left_pr_number": 45851,
|
| 8026 |
"right_pr_number": 46357,
|
| 8027 |
-
"similarity": 0.
|
| 8028 |
"content_similarity": 0.115,
|
| 8029 |
"size_similarity": 0.761,
|
| 8030 |
"breadth_similarity": 1.0,
|
|
@@ -8037,41 +8155,6 @@
|
|
| 8037 |
]
|
| 8038 |
}
|
| 8039 |
]
|
| 8040 |
-
},
|
| 8041 |
-
{
|
| 8042 |
-
"cluster_id": "pr-scope-45105-2",
|
| 8043 |
-
"pr_numbers": [
|
| 8044 |
-
45105,
|
| 8045 |
-
47342
|
| 8046 |
-
],
|
| 8047 |
-
"representative_pr_number": 45105,
|
| 8048 |
-
"average_similarity": 0.34,
|
| 8049 |
-
"summary": "2 open PRs cluster in `tests/utils`, `src/transformers`, `tests` with similar change breadth; representative PR #45105.",
|
| 8050 |
-
"shared_filenames": [],
|
| 8051 |
-
"shared_directories": [
|
| 8052 |
-
"tests/utils",
|
| 8053 |
-
"src/transformers",
|
| 8054 |
-
"tests",
|
| 8055 |
-
"src"
|
| 8056 |
-
],
|
| 8057 |
-
"pairwise": [
|
| 8058 |
-
{
|
| 8059 |
-
"left_pr_number": 45105,
|
| 8060 |
-
"right_pr_number": 47342,
|
| 8061 |
-
"similarity": 0.34,
|
| 8062 |
-
"content_similarity": 0.067,
|
| 8063 |
-
"size_similarity": 1.0,
|
| 8064 |
-
"breadth_similarity": 1.0,
|
| 8065 |
-
"concentration_similarity": 0.863,
|
| 8066 |
-
"shared_filenames": [],
|
| 8067 |
-
"shared_directories": [
|
| 8068 |
-
"src/transformers",
|
| 8069 |
-
"tests/utils",
|
| 8070 |
-
"src",
|
| 8071 |
-
"tests"
|
| 8072 |
-
]
|
| 8073 |
-
}
|
| 8074 |
-
]
|
| 8075 |
}
|
| 8076 |
]
|
| 8077 |
}
|
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|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
+
"snapshot_id": "20260719T120035Z",
|
| 4 |
+
"generated_at": "2026-07-19T12:01:11Z",
|
| 5 |
+
"cluster_count": 83,
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
| 8 |
"cluster_id": "pr-scope-43636-11",
|
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| 50 |
"left_pr_number": 43663,
|
| 51 |
"right_pr_number": 45067,
|
| 52 |
"similarity": 0.626,
|
| 53 |
+
"content_similarity": 0.466,
|
| 54 |
"size_similarity": 1.0,
|
| 55 |
"breadth_similarity": 1.0,
|
| 56 |
"concentration_similarity": 1.0,
|
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|
| 66 |
"left_pr_number": 43651,
|
| 67 |
"right_pr_number": 43663,
|
| 68 |
"similarity": 0.54,
|
| 69 |
+
"content_similarity": 0.404,
|
| 70 |
"size_similarity": 0.72,
|
| 71 |
"breadth_similarity": 1.0,
|
| 72 |
"concentration_similarity": 1.0,
|
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|
| 162 |
"left_pr_number": 43663,
|
| 163 |
"right_pr_number": 47379,
|
| 164 |
"similarity": 0.477,
|
| 165 |
+
"content_similarity": 0.416,
|
| 166 |
"size_similarity": 0.24,
|
| 167 |
"breadth_similarity": 1.0,
|
| 168 |
"concentration_similarity": 1.0,
|
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|
| 258 |
"left_pr_number": 45067,
|
| 259 |
"right_pr_number": 47379,
|
| 260 |
"similarity": 0.45,
|
| 261 |
+
"content_similarity": 0.378,
|
| 262 |
"size_similarity": 0.24,
|
| 263 |
"breadth_similarity": 1.0,
|
| 264 |
"concentration_similarity": 1.0,
|
|
|
|
| 562 |
"left_pr_number": 43636,
|
| 563 |
"right_pr_number": 44189,
|
| 564 |
"similarity": 0.394,
|
| 565 |
+
"content_similarity": 0.271,
|
| 566 |
"size_similarity": 0.364,
|
| 567 |
"breadth_similarity": 1.0,
|
| 568 |
"concentration_similarity": 1.0,
|
|
|
|
| 674 |
"left_pr_number": 44189,
|
| 675 |
"right_pr_number": 45273,
|
| 676 |
"similarity": 0.381,
|
| 677 |
+
"content_similarity": 0.224,
|
| 678 |
"size_similarity": 0.5,
|
| 679 |
"breadth_similarity": 1.0,
|
| 680 |
"concentration_similarity": 1.0,
|
|
|
|
| 722 |
"left_pr_number": 43663,
|
| 723 |
"right_pr_number": 45273,
|
| 724 |
"similarity": 0.367,
|
| 725 |
+
"content_similarity": 0.293,
|
| 726 |
"size_similarity": 0.08,
|
| 727 |
"breadth_similarity": 1.0,
|
| 728 |
"concentration_similarity": 1.0,
|
|
|
|
| 770 |
"left_pr_number": 44660,
|
| 771 |
"right_pr_number": 45273,
|
| 772 |
"similarity": 0.358,
|
| 773 |
+
"content_similarity": 0.226,
|
| 774 |
"size_similarity": 0.333,
|
| 775 |
"breadth_similarity": 1.0,
|
| 776 |
"concentration_similarity": 1.0,
|
|
|
|
| 801 |
{
|
| 802 |
"left_pr_number": 44123,
|
| 803 |
"right_pr_number": 44257,
|
| 804 |
+
"similarity": 0.352,
|
| 805 |
+
"content_similarity": 0.265,
|
| 806 |
"size_similarity": 0.109,
|
| 807 |
"breadth_similarity": 1.0,
|
| 808 |
"concentration_similarity": 1.0,
|
|
|
|
| 1567 |
"left_pr_number": 46554,
|
| 1568 |
"right_pr_number": 46558,
|
| 1569 |
"similarity": 0.825,
|
| 1570 |
+
"content_similarity": 0.94,
|
| 1571 |
"size_similarity": 0.111,
|
| 1572 |
"breadth_similarity": 1.0,
|
| 1573 |
"concentration_similarity": 1.0,
|
|
|
|
| 1779 |
"left_pr_number": 45635,
|
| 1780 |
"right_pr_number": 47387,
|
| 1781 |
"similarity": 0.535,
|
| 1782 |
+
"content_similarity": 0.398,
|
| 1783 |
"size_similarity": 0.847,
|
| 1784 |
"breadth_similarity": 0.833,
|
| 1785 |
"concentration_similarity": 0.927,
|
|
|
|
| 1814 |
"left_pr_number": 45421,
|
| 1815 |
"right_pr_number": 45635,
|
| 1816 |
"similarity": 0.462,
|
| 1817 |
+
"content_similarity": 0.375,
|
| 1818 |
"size_similarity": 0.803,
|
| 1819 |
"breadth_similarity": 0.5,
|
| 1820 |
"concentration_similarity": 0.586,
|
|
|
|
| 1867 |
"left_pr_number": 45996,
|
| 1868 |
"right_pr_number": 47387,
|
| 1869 |
"similarity": 0.388,
|
| 1870 |
+
"content_similarity": 0.213,
|
| 1871 |
"size_similarity": 0.843,
|
| 1872 |
"breadth_similarity": 0.708,
|
| 1873 |
"concentration_similarity": 0.831,
|
|
|
|
| 1917 |
{
|
| 1918 |
"left_pr_number": 45421,
|
| 1919 |
"right_pr_number": 47387,
|
| 1920 |
+
"similarity": 0.311,
|
| 1921 |
+
"content_similarity": 0.192,
|
| 1922 |
"size_similarity": 0.68,
|
| 1923 |
"breadth_similarity": 0.417,
|
| 1924 |
"concentration_similarity": 0.659,
|
|
|
|
| 1949 |
}
|
| 1950 |
]
|
| 1951 |
},
|
| 1952 |
+
{
|
| 1953 |
+
"cluster_id": "pr-scope-45548-6",
|
| 1954 |
+
"pr_numbers": [
|
| 1955 |
+
45548,
|
| 1956 |
+
45649,
|
| 1957 |
+
45655,
|
| 1958 |
+
47335,
|
| 1959 |
+
47336,
|
| 1960 |
+
47410
|
| 1961 |
+
],
|
| 1962 |
+
"representative_pr_number": 45649,
|
| 1963 |
+
"average_similarity": 0.461,
|
| 1964 |
+
"summary": "6 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
|
| 1965 |
+
"shared_filenames": [
|
| 1966 |
+
"src/transformers/modeling_utils.py"
|
| 1967 |
+
],
|
| 1968 |
+
"shared_directories": [
|
| 1969 |
+
"src/transformers",
|
| 1970 |
+
"src"
|
| 1971 |
+
],
|
| 1972 |
+
"pairwise": [
|
| 1973 |
+
{
|
| 1974 |
+
"left_pr_number": 47335,
|
| 1975 |
+
"right_pr_number": 47410,
|
| 1976 |
+
"similarity": 0.547,
|
| 1977 |
+
"content_similarity": 0.386,
|
| 1978 |
+
"size_similarity": 0.842,
|
| 1979 |
+
"breadth_similarity": 1.0,
|
| 1980 |
+
"concentration_similarity": 1.0,
|
| 1981 |
+
"shared_filenames": [
|
| 1982 |
+
"src/transformers/modeling_utils.py"
|
| 1983 |
+
],
|
| 1984 |
+
"shared_directories": [
|
| 1985 |
+
"src/transformers",
|
| 1986 |
+
"src"
|
| 1987 |
+
]
|
| 1988 |
+
},
|
| 1989 |
+
{
|
| 1990 |
+
"left_pr_number": 45649,
|
| 1991 |
+
"right_pr_number": 47336,
|
| 1992 |
+
"similarity": 0.526,
|
| 1993 |
+
"content_similarity": 0.35,
|
| 1994 |
+
"size_similarity": 0.875,
|
| 1995 |
+
"breadth_similarity": 1.0,
|
| 1996 |
+
"concentration_similarity": 1.0,
|
| 1997 |
+
"shared_filenames": [
|
| 1998 |
+
"src/transformers/modeling_utils.py"
|
| 1999 |
+
],
|
| 2000 |
+
"shared_directories": [
|
| 2001 |
+
"src/transformers",
|
| 2002 |
+
"src"
|
| 2003 |
+
]
|
| 2004 |
+
},
|
| 2005 |
+
{
|
| 2006 |
+
"left_pr_number": 45548,
|
| 2007 |
+
"right_pr_number": 45649,
|
| 2008 |
+
"similarity": 0.507,
|
| 2009 |
+
"content_similarity": 0.513,
|
| 2010 |
+
"size_similarity": 0.149,
|
| 2011 |
+
"breadth_similarity": 0.75,
|
| 2012 |
+
"concentration_similarity": 1.0,
|
| 2013 |
+
"shared_filenames": [
|
| 2014 |
+
"src/transformers/modeling_utils.py"
|
| 2015 |
+
],
|
| 2016 |
+
"shared_directories": [
|
| 2017 |
+
"src/transformers",
|
| 2018 |
+
"src"
|
| 2019 |
+
]
|
| 2020 |
+
},
|
| 2021 |
+
{
|
| 2022 |
+
"left_pr_number": 45649,
|
| 2023 |
+
"right_pr_number": 45655,
|
| 2024 |
+
"similarity": 0.503,
|
| 2025 |
+
"content_similarity": 0.337,
|
| 2026 |
+
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|
| 2027 |
+
"breadth_similarity": 1.0,
|
| 2028 |
+
"concentration_similarity": 1.0,
|
| 2029 |
+
"shared_filenames": [
|
| 2030 |
+
"src/transformers/modeling_utils.py"
|
| 2031 |
+
],
|
| 2032 |
+
"shared_directories": [
|
| 2033 |
+
"src/transformers",
|
| 2034 |
+
"src"
|
| 2035 |
+
]
|
| 2036 |
+
},
|
| 2037 |
+
{
|
| 2038 |
+
"left_pr_number": 45649,
|
| 2039 |
+
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|
| 2040 |
+
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|
| 2041 |
+
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|
| 2042 |
+
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|
| 2043 |
+
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|
| 2044 |
+
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|
| 2045 |
+
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|
| 2046 |
+
"src/transformers/modeling_utils.py"
|
| 2047 |
+
],
|
| 2048 |
+
"shared_directories": [
|
| 2049 |
+
"src/transformers",
|
| 2050 |
+
"src"
|
| 2051 |
+
]
|
| 2052 |
+
},
|
| 2053 |
+
{
|
| 2054 |
+
"left_pr_number": 45655,
|
| 2055 |
+
"right_pr_number": 47336,
|
| 2056 |
+
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|
| 2057 |
+
"content_similarity": 0.291,
|
| 2058 |
+
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|
| 2059 |
+
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|
| 2060 |
+
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|
| 2061 |
+
"shared_filenames": [
|
| 2062 |
+
"src/transformers/modeling_utils.py"
|
| 2063 |
+
],
|
| 2064 |
+
"shared_directories": [
|
| 2065 |
+
"src/transformers",
|
| 2066 |
+
"src"
|
| 2067 |
+
]
|
| 2068 |
+
},
|
| 2069 |
+
{
|
| 2070 |
+
"left_pr_number": 45649,
|
| 2071 |
+
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|
| 2072 |
+
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|
| 2073 |
+
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|
| 2074 |
+
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|
| 2075 |
+
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|
| 2076 |
+
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|
| 2077 |
+
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|
| 2078 |
+
"src/transformers/modeling_utils.py"
|
| 2079 |
+
],
|
| 2080 |
+
"shared_directories": [
|
| 2081 |
+
"src/transformers",
|
| 2082 |
+
"src"
|
| 2083 |
+
]
|
| 2084 |
+
},
|
| 2085 |
+
{
|
| 2086 |
+
"left_pr_number": 47336,
|
| 2087 |
+
"right_pr_number": 47410,
|
| 2088 |
+
"similarity": 0.467,
|
| 2089 |
+
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|
| 2090 |
+
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|
| 2091 |
+
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|
| 2092 |
+
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|
| 2093 |
+
"shared_filenames": [
|
| 2094 |
+
"src/transformers/modeling_utils.py"
|
| 2095 |
+
],
|
| 2096 |
+
"shared_directories": [
|
| 2097 |
+
"src/transformers",
|
| 2098 |
+
"src"
|
| 2099 |
+
]
|
| 2100 |
+
},
|
| 2101 |
+
{
|
| 2102 |
+
"left_pr_number": 45655,
|
| 2103 |
+
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|
| 2104 |
+
"similarity": 0.466,
|
| 2105 |
+
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|
| 2106 |
+
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|
| 2107 |
+
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|
| 2108 |
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|
| 2109 |
+
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|
| 2110 |
+
"src/transformers/modeling_utils.py"
|
| 2111 |
+
],
|
| 2112 |
+
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|
| 2113 |
+
"src/transformers",
|
| 2114 |
+
"src"
|
| 2115 |
+
]
|
| 2116 |
+
},
|
| 2117 |
+
{
|
| 2118 |
+
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|
| 2119 |
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|
| 2120 |
+
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|
| 2121 |
+
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|
| 2122 |
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|
| 2123 |
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|
| 2124 |
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|
| 2125 |
+
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|
| 2126 |
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"src/transformers/modeling_utils.py"
|
| 2127 |
+
],
|
| 2128 |
+
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|
| 2129 |
+
"src/transformers",
|
| 2130 |
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"src"
|
| 2131 |
+
]
|
| 2132 |
+
},
|
| 2133 |
+
{
|
| 2134 |
+
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|
| 2135 |
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|
| 2136 |
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|
| 2137 |
+
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|
| 2138 |
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|
| 2139 |
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|
| 2140 |
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|
| 2141 |
+
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|
| 2142 |
+
"src/transformers/modeling_utils.py"
|
| 2143 |
+
],
|
| 2144 |
+
"shared_directories": [
|
| 2145 |
+
"src/transformers",
|
| 2146 |
+
"src"
|
| 2147 |
+
]
|
| 2148 |
+
},
|
| 2149 |
+
{
|
| 2150 |
+
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|
| 2151 |
+
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|
| 2152 |
+
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|
| 2153 |
+
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|
| 2154 |
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|
| 2155 |
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|
| 2156 |
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|
| 2157 |
+
"shared_filenames": [
|
| 2158 |
+
"src/transformers/modeling_utils.py"
|
| 2159 |
+
],
|
| 2160 |
+
"shared_directories": [
|
| 2161 |
+
"src/transformers",
|
| 2162 |
+
"src"
|
| 2163 |
+
]
|
| 2164 |
+
},
|
| 2165 |
+
{
|
| 2166 |
+
"left_pr_number": 45548,
|
| 2167 |
+
"right_pr_number": 47335,
|
| 2168 |
+
"similarity": 0.394,
|
| 2169 |
+
"content_similarity": 0.311,
|
| 2170 |
+
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|
| 2171 |
+
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|
| 2172 |
+
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|
| 2173 |
+
"shared_filenames": [
|
| 2174 |
+
"src/transformers/modeling_utils.py"
|
| 2175 |
+
],
|
| 2176 |
+
"shared_directories": [
|
| 2177 |
+
"src/transformers",
|
| 2178 |
+
"src"
|
| 2179 |
+
]
|
| 2180 |
+
},
|
| 2181 |
+
{
|
| 2182 |
+
"left_pr_number": 45548,
|
| 2183 |
+
"right_pr_number": 47336,
|
| 2184 |
+
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|
| 2185 |
+
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|
| 2186 |
+
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|
| 2187 |
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|
| 2188 |
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|
| 2189 |
+
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|
| 2190 |
+
"src/transformers/modeling_utils.py"
|
| 2191 |
+
],
|
| 2192 |
+
"shared_directories": [
|
| 2193 |
+
"src/transformers",
|
| 2194 |
+
"src"
|
| 2195 |
+
]
|
| 2196 |
+
},
|
| 2197 |
+
{
|
| 2198 |
+
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|
| 2199 |
+
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|
| 2200 |
+
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|
| 2201 |
+
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|
| 2202 |
+
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|
| 2203 |
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|
| 2204 |
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|
| 2205 |
+
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|
| 2206 |
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"src/transformers/modeling_utils.py"
|
| 2207 |
+
],
|
| 2208 |
+
"shared_directories": [
|
| 2209 |
+
"src/transformers",
|
| 2210 |
+
"src"
|
| 2211 |
+
]
|
| 2212 |
+
}
|
| 2213 |
+
]
|
| 2214 |
+
},
|
| 2215 |
{
|
| 2216 |
"cluster_id": "pr-scope-41606-6",
|
| 2217 |
"pr_numbers": [
|
|
|
|
| 2356 |
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|
| 2357 |
"right_pr_number": 46161,
|
| 2358 |
"similarity": 0.383,
|
| 2359 |
+
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|
| 2360 |
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|
| 2361 |
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|
| 2362 |
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|
|
|
|
| 2605 |
{
|
| 2606 |
"left_pr_number": 45294,
|
| 2607 |
"right_pr_number": 45883,
|
| 2608 |
+
"similarity": 0.541,
|
| 2609 |
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|
| 2610 |
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|
| 2611 |
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|
|
|
|
| 3248 |
"left_pr_number": 34667,
|
| 3249 |
"right_pr_number": 45985,
|
| 3250 |
"similarity": 0.596,
|
| 3251 |
+
"content_similarity": 0.48,
|
| 3252 |
"size_similarity": 0.733,
|
| 3253 |
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|
| 3254 |
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|
|
|
|
| 3265 |
"left_pr_number": 34667,
|
| 3266 |
"right_pr_number": 39683,
|
| 3267 |
"similarity": 0.53,
|
| 3268 |
+
"content_similarity": 0.441,
|
| 3269 |
"size_similarity": 0.478,
|
| 3270 |
"breadth_similarity": 1.0,
|
| 3271 |
"concentration_similarity": 1.0,
|
|
|
|
| 3281 |
{
|
| 3282 |
"left_pr_number": 44872,
|
| 3283 |
"right_pr_number": 47310,
|
| 3284 |
+
"similarity": 0.497,
|
| 3285 |
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|
| 3286 |
"size_similarity": 1.0,
|
| 3287 |
"breadth_similarity": 1.0,
|
|
|
|
| 3333 |
"left_pr_number": 34667,
|
| 3334 |
"right_pr_number": 44872,
|
| 3335 |
"similarity": 0.431,
|
| 3336 |
+
"content_similarity": 0.343,
|
| 3337 |
"size_similarity": 0.273,
|
| 3338 |
"breadth_similarity": 1.0,
|
| 3339 |
"concentration_similarity": 1.0,
|
|
|
|
| 3349 |
{
|
| 3350 |
"left_pr_number": 34667,
|
| 3351 |
"right_pr_number": 47310,
|
| 3352 |
+
"similarity": 0.429,
|
| 3353 |
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|
| 3354 |
"size_similarity": 0.273,
|
| 3355 |
"breadth_similarity": 1.0,
|
|
|
|
| 3366 |
{
|
| 3367 |
"left_pr_number": 39683,
|
| 3368 |
"right_pr_number": 44872,
|
| 3369 |
+
"similarity": 0.425,
|
| 3370 |
"content_similarity": 0.364,
|
| 3371 |
"size_similarity": 0.13,
|
| 3372 |
"breadth_similarity": 1.0,
|
|
|
|
| 3399 |
}
|
| 3400 |
]
|
| 3401 |
},
|
|
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|
|
|
|
|
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|
|
|
|
|
|
| 3402 |
{
|
| 3403 |
"cluster_id": "pr-scope-44385-5",
|
| 3404 |
"pr_numbers": [
|
|
|
|
| 3457 |
{
|
| 3458 |
"left_pr_number": 46152,
|
| 3459 |
"right_pr_number": 46995,
|
| 3460 |
+
"similarity": 0.472,
|
| 3461 |
"content_similarity": 0.431,
|
| 3462 |
"size_similarity": 0.133,
|
| 3463 |
"breadth_similarity": 1.0,
|
|
|
|
| 3475 |
"left_pr_number": 44385,
|
| 3476 |
"right_pr_number": 46995,
|
| 3477 |
"similarity": 0.429,
|
| 3478 |
+
"content_similarity": 0.315,
|
| 3479 |
"size_similarity": 0.615,
|
| 3480 |
"breadth_similarity": 0.667,
|
| 3481 |
"concentration_similarity": 1.0,
|
|
|
|
| 3491 |
{
|
| 3492 |
"left_pr_number": 44615,
|
| 3493 |
"right_pr_number": 47222,
|
| 3494 |
+
"similarity": 0.411,
|
| 3495 |
"content_similarity": 0.284,
|
| 3496 |
"size_similarity": 0.857,
|
| 3497 |
"breadth_similarity": 0.5,
|
|
|
|
| 3577 |
"left_pr_number": 44385,
|
| 3578 |
"right_pr_number": 47222,
|
| 3579 |
"similarity": 0.304,
|
| 3580 |
+
"content_similarity": 0.211,
|
| 3581 |
"size_similarity": 0.433,
|
| 3582 |
"breadth_similarity": 0.583,
|
| 3583 |
"concentration_similarity": 0.667,
|
|
|
|
| 3791 |
{
|
| 3792 |
"left_pr_number": 42975,
|
| 3793 |
"right_pr_number": 45077,
|
| 3794 |
+
"similarity": 0.662,
|
| 3795 |
"content_similarity": 0.598,
|
| 3796 |
"size_similarity": 0.731,
|
| 3797 |
"breadth_similarity": 0.833,
|
|
|
|
| 4207 |
"left_pr_number": 45293,
|
| 4208 |
"right_pr_number": 45317,
|
| 4209 |
"similarity": 0.505,
|
| 4210 |
+
"content_similarity": 0.35,
|
| 4211 |
"size_similarity": 0.741,
|
| 4212 |
"breadth_similarity": 1.0,
|
| 4213 |
"concentration_similarity": 0.972,
|
|
|
|
| 4409 |
47301
|
| 4410 |
],
|
| 4411 |
"representative_pr_number": 44550,
|
| 4412 |
+
"average_similarity": 0.359,
|
| 4413 |
"summary": "4 open PRs cluster in `docs/source/en`, `docs/source`, `docs` with similar change breadth; representative PR #44550.",
|
| 4414 |
"shared_filenames": [],
|
| 4415 |
"shared_directories": [
|
|
|
|
| 4422 |
{
|
| 4423 |
"left_pr_number": 33686,
|
| 4424 |
"right_pr_number": 44550,
|
| 4425 |
+
"similarity": 0.392,
|
| 4426 |
"content_similarity": 0.132,
|
| 4427 |
"size_similarity": 1.0,
|
| 4428 |
"breadth_similarity": 1.0,
|
|
|
|
| 4484 |
"left_pr_number": 33686,
|
| 4485 |
"right_pr_number": 47301,
|
| 4486 |
"similarity": 0.348,
|
| 4487 |
+
"content_similarity": 0.087,
|
| 4488 |
"size_similarity": 0.909,
|
| 4489 |
"breadth_similarity": 1.0,
|
| 4490 |
"concentration_similarity": 1.0,
|
|
|
|
| 4498 |
{
|
| 4499 |
"left_pr_number": 44407,
|
| 4500 |
"right_pr_number": 47301,
|
| 4501 |
+
"similarity": 0.345,
|
| 4502 |
"content_similarity": 0.093,
|
| 4503 |
"size_similarity": 0.87,
|
| 4504 |
"breadth_similarity": 1.0,
|
|
|
|
| 4532 |
"pairwise": [
|
| 4533 |
{
|
| 4534 |
"left_pr_number": 46319,
|
| 4535 |
+
"right_pr_number": 47212,
|
| 4536 |
+
"similarity": 0.359,
|
| 4537 |
+
"content_similarity": 0.09,
|
| 4538 |
+
"size_similarity": 0.974,
|
| 4539 |
"breadth_similarity": 1.0,
|
| 4540 |
"concentration_similarity": 1.0,
|
| 4541 |
"shared_filenames": [],
|
|
|
|
| 4547 |
},
|
| 4548 |
{
|
| 4549 |
"left_pr_number": 46319,
|
| 4550 |
+
"right_pr_number": 47304,
|
| 4551 |
"similarity": 0.359,
|
| 4552 |
+
"content_similarity": 0.097,
|
| 4553 |
+
"size_similarity": 0.946,
|
| 4554 |
"breadth_similarity": 1.0,
|
| 4555 |
"concentration_similarity": 1.0,
|
| 4556 |
"shared_filenames": [],
|
|
|
|
| 4563 |
{
|
| 4564 |
"left_pr_number": 46889,
|
| 4565 |
"right_pr_number": 47212,
|
| 4566 |
+
"similarity": 0.355,
|
| 4567 |
"content_similarity": 0.079,
|
| 4568 |
"size_similarity": 1.0,
|
| 4569 |
"breadth_similarity": 1.0,
|
|
|
|
| 4608 |
{
|
| 4609 |
"left_pr_number": 46889,
|
| 4610 |
"right_pr_number": 47304,
|
| 4611 |
+
"similarity": 0.347,
|
| 4612 |
"content_similarity": 0.085,
|
| 4613 |
"size_similarity": 0.921,
|
| 4614 |
"breadth_similarity": 1.0,
|
|
|
|
| 5065 |
"left_pr_number": 46461,
|
| 5066 |
"right_pr_number": 47389,
|
| 5067 |
"similarity": 0.451,
|
| 5068 |
+
"content_similarity": 0.378,
|
| 5069 |
"size_similarity": 0.362,
|
| 5070 |
"breadth_similarity": 1.0,
|
| 5071 |
"concentration_similarity": 0.63,
|
|
|
|
| 5082 |
{
|
| 5083 |
"left_pr_number": 42824,
|
| 5084 |
"right_pr_number": 47389,
|
| 5085 |
+
"similarity": 0.403,
|
| 5086 |
+
"content_similarity": 0.404,
|
| 5087 |
"size_similarity": 0.236,
|
| 5088 |
"breadth_similarity": 0.5,
|
| 5089 |
"concentration_similarity": 0.702,
|
|
|
|
| 5449 |
"left_pr_number": 46099,
|
| 5450 |
"right_pr_number": 46269,
|
| 5451 |
"similarity": 0.411,
|
| 5452 |
+
"content_similarity": 0.486,
|
| 5453 |
"size_similarity": 0.013,
|
| 5454 |
"breadth_similarity": 0.284,
|
| 5455 |
"concentration_similarity": 0.805,
|
|
|
|
| 5618 |
"left_pr_number": 45541,
|
| 5619 |
"right_pr_number": 46177,
|
| 5620 |
"similarity": 0.526,
|
| 5621 |
+
"content_similarity": 0.427,
|
| 5622 |
"size_similarity": 0.519,
|
| 5623 |
"breadth_similarity": 1.0,
|
| 5624 |
"concentration_similarity": 1.0,
|
|
|
|
| 5732 |
}
|
| 5733 |
]
|
| 5734 |
},
|
| 5735 |
+
{
|
| 5736 |
+
"cluster_id": "pr-scope-44940-3",
|
| 5737 |
+
"pr_numbers": [
|
| 5738 |
+
44940,
|
| 5739 |
+
47408,
|
| 5740 |
+
47411
|
| 5741 |
+
],
|
| 5742 |
+
"representative_pr_number": 47408,
|
| 5743 |
+
"average_similarity": 0.411,
|
| 5744 |
+
"summary": "3 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`, `tests/utils/test_modeling_utils.py`; representative PR #47408.",
|
| 5745 |
+
"shared_filenames": [
|
| 5746 |
+
"src/transformers/modeling_utils.py",
|
| 5747 |
+
"tests/utils/test_modeling_utils.py"
|
| 5748 |
+
],
|
| 5749 |
+
"shared_directories": [
|
| 5750 |
+
"tests/utils",
|
| 5751 |
+
"src/transformers",
|
| 5752 |
+
"tests",
|
| 5753 |
+
"src"
|
| 5754 |
+
],
|
| 5755 |
+
"pairwise": [
|
| 5756 |
+
{
|
| 5757 |
+
"left_pr_number": 44940,
|
| 5758 |
+
"right_pr_number": 47408,
|
| 5759 |
+
"similarity": 0.541,
|
| 5760 |
+
"content_similarity": 0.483,
|
| 5761 |
+
"size_similarity": 0.473,
|
| 5762 |
+
"breadth_similarity": 0.833,
|
| 5763 |
+
"concentration_similarity": 0.965,
|
| 5764 |
+
"shared_filenames": [
|
| 5765 |
+
"src/transformers/modeling_utils.py",
|
| 5766 |
+
"tests/utils/test_modeling_utils.py"
|
| 5767 |
+
],
|
| 5768 |
+
"shared_directories": [
|
| 5769 |
+
"src/transformers",
|
| 5770 |
+
"tests/utils",
|
| 5771 |
+
"src",
|
| 5772 |
+
"tests"
|
| 5773 |
+
]
|
| 5774 |
+
},
|
| 5775 |
+
{
|
| 5776 |
+
"left_pr_number": 47408,
|
| 5777 |
+
"right_pr_number": 47411,
|
| 5778 |
+
"similarity": 0.372,
|
| 5779 |
+
"content_similarity": 0.201,
|
| 5780 |
+
"size_similarity": 0.574,
|
| 5781 |
+
"breadth_similarity": 1.0,
|
| 5782 |
+
"concentration_similarity": 0.893,
|
| 5783 |
+
"shared_filenames": [
|
| 5784 |
+
"src/transformers/modeling_utils.py"
|
| 5785 |
+
],
|
| 5786 |
+
"shared_directories": [
|
| 5787 |
+
"src/transformers",
|
| 5788 |
+
"tests/utils",
|
| 5789 |
+
"src",
|
| 5790 |
+
"tests"
|
| 5791 |
+
]
|
| 5792 |
+
},
|
| 5793 |
+
{
|
| 5794 |
+
"left_pr_number": 44940,
|
| 5795 |
+
"right_pr_number": 47411,
|
| 5796 |
+
"similarity": 0.32,
|
| 5797 |
+
"content_similarity": 0.095,
|
| 5798 |
+
"size_similarity": 0.824,
|
| 5799 |
+
"breadth_similarity": 0.833,
|
| 5800 |
+
"concentration_similarity": 0.927,
|
| 5801 |
+
"shared_filenames": [
|
| 5802 |
+
"src/transformers/modeling_utils.py"
|
| 5803 |
+
],
|
| 5804 |
+
"shared_directories": [
|
| 5805 |
+
"src/transformers",
|
| 5806 |
+
"tests/utils",
|
| 5807 |
+
"src",
|
| 5808 |
+
"tests"
|
| 5809 |
+
]
|
| 5810 |
+
}
|
| 5811 |
+
]
|
| 5812 |
+
},
|
| 5813 |
{
|
| 5814 |
"cluster_id": "pr-scope-44889-3",
|
| 5815 |
"pr_numbers": [
|
|
|
|
| 5835 |
{
|
| 5836 |
"left_pr_number": 44889,
|
| 5837 |
"right_pr_number": 46775,
|
| 5838 |
+
"similarity": 0.454,
|
| 5839 |
"content_similarity": 0.33,
|
| 5840 |
"size_similarity": 0.877,
|
| 5841 |
"breadth_similarity": 0.458,
|
|
|
|
| 6818 |
46324
|
| 6819 |
],
|
| 6820 |
"representative_pr_number": 44228,
|
| 6821 |
+
"average_similarity": 0.568,
|
| 6822 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/quantizers/quantizers_utils.py`, `src/transformers/modeling_utils.py`; representative PR #44228.",
|
| 6823 |
"shared_filenames": [
|
| 6824 |
"src/transformers/quantizers/quantizers_utils.py",
|
|
|
|
| 6833 |
{
|
| 6834 |
"left_pr_number": 44228,
|
| 6835 |
"right_pr_number": 46324,
|
| 6836 |
+
"similarity": 0.568,
|
| 6837 |
+
"content_similarity": 0.607,
|
| 6838 |
"size_similarity": 0.259,
|
| 6839 |
"breadth_similarity": 0.583,
|
| 6840 |
"concentration_similarity": 0.926,
|
|
|
|
| 6889 |
}
|
| 6890 |
]
|
| 6891 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
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|
|
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|
|
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|
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|
|
|
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|
|
|
|
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|
|
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|
|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6892 |
{
|
| 6893 |
"cluster_id": "pr-scope-45300-2",
|
| 6894 |
"pr_numbers": [
|
|
|
|
| 6962 |
"left_pr_number": 46376,
|
| 6963 |
"right_pr_number": 47341,
|
| 6964 |
"similarity": 0.516,
|
| 6965 |
+
"content_similarity": 0.574,
|
| 6966 |
"size_similarity": 0.037,
|
| 6967 |
"breadth_similarity": 0.6,
|
| 6968 |
"concentration_similarity": 0.967,
|
|
|
|
| 7171 |
}
|
| 7172 |
]
|
| 7173 |
},
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7174 |
{
|
| 7175 |
"cluster_id": "pr-scope-45540-2",
|
| 7176 |
"pr_numbers": [
|
|
|
|
| 7220 |
}
|
| 7221 |
]
|
| 7222 |
},
|
| 7223 |
+
{
|
| 7224 |
+
"cluster_id": "pr-scope-46735-2",
|
| 7225 |
+
"pr_numbers": [
|
| 7226 |
+
46735,
|
| 7227 |
+
47153
|
| 7228 |
+
],
|
| 7229 |
+
"representative_pr_number": 46735,
|
| 7230 |
+
"average_similarity": 0.489,
|
| 7231 |
+
"summary": "2 open PRs share weighted file overlap around `tests/generation/test_utils.py`; representative PR #46735.",
|
| 7232 |
+
"shared_filenames": [
|
| 7233 |
+
"tests/generation/test_utils.py"
|
| 7234 |
+
],
|
| 7235 |
+
"shared_directories": [
|
| 7236 |
+
"tests/generation",
|
| 7237 |
+
"tests"
|
| 7238 |
+
],
|
| 7239 |
+
"pairwise": [
|
| 7240 |
+
{
|
| 7241 |
+
"left_pr_number": 46735,
|
| 7242 |
+
"right_pr_number": 47153,
|
| 7243 |
+
"similarity": 0.489,
|
| 7244 |
+
"content_similarity": 0.462,
|
| 7245 |
+
"size_similarity": 0.55,
|
| 7246 |
+
"breadth_similarity": 0.5,
|
| 7247 |
+
"concentration_similarity": 0.667,
|
| 7248 |
+
"shared_filenames": [
|
| 7249 |
+
"tests/generation/test_utils.py"
|
| 7250 |
+
],
|
| 7251 |
+
"shared_directories": [
|
| 7252 |
+
"tests/generation",
|
| 7253 |
+
"tests"
|
| 7254 |
+
]
|
| 7255 |
+
}
|
| 7256 |
+
]
|
| 7257 |
+
},
|
| 7258 |
{
|
| 7259 |
"cluster_id": "pr-scope-40755-2",
|
| 7260 |
"pr_numbers": [
|
|
|
|
| 7397 |
42655
|
| 7398 |
],
|
| 7399 |
"representative_pr_number": 32189,
|
| 7400 |
+
"average_similarity": 0.46,
|
| 7401 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/generation/candidate_generator.py`, `src/transformers/generation/utils.py`; representative PR #32189.",
|
| 7402 |
"shared_filenames": [
|
| 7403 |
"src/transformers/generation/candidate_generator.py",
|
|
|
|
| 7412 |
{
|
| 7413 |
"left_pr_number": 32189,
|
| 7414 |
"right_pr_number": 42655,
|
| 7415 |
+
"similarity": 0.46,
|
| 7416 |
+
"content_similarity": 0.496,
|
| 7417 |
"size_similarity": 0.231,
|
| 7418 |
"breadth_similarity": 0.5,
|
| 7419 |
"concentration_similarity": 0.568,
|
|
|
|
| 7641 |
46257
|
| 7642 |
],
|
| 7643 |
"representative_pr_number": 46127,
|
| 7644 |
+
"average_similarity": 0.433,
|
| 7645 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_v4/modeling_deepseek_v4.py`; representative PR #46127.",
|
| 7646 |
"shared_filenames": [
|
| 7647 |
"src/transformers/models/deepseek_v4/modeling_deepseek_v4.py"
|
|
|
|
| 7656 |
{
|
| 7657 |
"left_pr_number": 46127,
|
| 7658 |
"right_pr_number": 46257,
|
| 7659 |
+
"similarity": 0.433,
|
| 7660 |
"content_similarity": 0.428,
|
| 7661 |
"size_similarity": 0.053,
|
| 7662 |
"breadth_similarity": 0.75,
|
|
|
|
| 7898 |
}
|
| 7899 |
]
|
| 7900 |
},
|
| 7901 |
+
{
|
| 7902 |
+
"cluster_id": "pr-scope-44606-2",
|
| 7903 |
+
"pr_numbers": [
|
| 7904 |
+
44606,
|
| 7905 |
+
45086
|
| 7906 |
+
],
|
| 7907 |
+
"representative_pr_number": 44606,
|
| 7908 |
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|
| 7909 |
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"summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_tokenizers.py`; representative PR #44606.",
|
| 7910 |
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| 7911 |
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|
| 7912 |
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| 7913 |
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|
| 7914 |
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|
| 7915 |
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|
| 7916 |
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|
| 7917 |
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| 7924 |
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|
| 7928 |
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|
| 7929 |
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|
| 7930 |
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"src/transformers",
|
| 7931 |
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|
| 7932 |
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|
| 7933 |
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|
| 7934 |
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|
| 7935 |
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| 7936 |
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| 7937 |
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| 7938 |
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| 7998 |
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|
| 8000 |
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|
| 8007 |
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|
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|
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|
| 8010 |
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|
| 8011 |
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|
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|
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|
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|
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| 8142 |
{
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CHANGED
|
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