Refresh transformers dataset snapshot 20260418T090534Z
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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: `20260418T090534Z`
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- raw data only; no labels or moderation decisions
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"snapshot_review_count": 0,
|
| 6374 |
+
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|
| 6375 |
+
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 6376 |
+
"new_to_repo": false,
|
| 6377 |
+
"first_seen_in_snapshot": false,
|
| 6378 |
+
"known_via_prior_merged_pr": false,
|
| 6379 |
+
"report_reason": null,
|
| 6380 |
+
"enrichment_source": "previous_report",
|
| 6381 |
+
"live_refetch_skipped": true,
|
| 6382 |
+
"account_age_days": 785,
|
| 6383 |
+
"young_account": false,
|
| 6384 |
+
"follow_through_score": "weak",
|
| 6385 |
+
"breadth_score": "high",
|
| 6386 |
+
"automation_risk_signal": "medium",
|
| 6387 |
+
"heuristic_note": "high recent PR volume; broad repo spread; high open PR share",
|
| 6388 |
+
"public_orgs": [],
|
| 6389 |
+
"activity": {
|
| 6390 |
+
"visible_authored_pr_count": 35,
|
| 6391 |
+
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|
| 6392 |
+
"closed_unmerged_pr_count": 7,
|
| 6393 |
+
"open_pr_count": 21,
|
| 6394 |
+
"merged_pr_rate": 0.2,
|
| 6395 |
+
"closed_unmerged_pr_rate": 0.2,
|
| 6396 |
+
"still_open_pr_rate": 0.6,
|
| 6397 |
+
"distinct_repos_with_authored_prs": 15,
|
| 6398 |
+
"distinct_repos_with_open_prs": 9
|
| 6399 |
+
},
|
| 6400 |
+
"examples": {
|
| 6401 |
+
"pull_requests": [
|
| 6402 |
+
{
|
| 6403 |
+
"kind": "pull_request",
|
| 6404 |
+
"number": 44101,
|
| 6405 |
+
"title": "[XLM] Refactor output tracing to align with capture_outputs standardized architecture",
|
| 6406 |
+
"url": "https://github.com/huggingface/transformers/pull/44101",
|
| 6407 |
+
"state": "open",
|
| 6408 |
+
"merged": false,
|
| 6409 |
+
"draft": false,
|
| 6410 |
+
"created_at": "2026-02-17T17:15:06Z"
|
| 6411 |
+
},
|
| 6412 |
+
{
|
| 6413 |
+
"kind": "pull_request",
|
| 6414 |
+
"number": 44098,
|
| 6415 |
+
"title": "[ViLT] Refactor output handling to align with standardized patterns",
|
| 6416 |
+
"url": "https://github.com/huggingface/transformers/pull/44098",
|
| 6417 |
+
"state": "open",
|
| 6418 |
+
"merged": false,
|
| 6419 |
+
"draft": false,
|
| 6420 |
+
"created_at": "2026-02-17T16:32:34Z"
|
| 6421 |
+
},
|
| 6422 |
+
{
|
| 6423 |
+
"kind": "pull_request",
|
| 6424 |
+
"number": 44074,
|
| 6425 |
+
"title": "[TextNet] Refactor output tracing using capture_outputs decorator",
|
| 6426 |
+
"url": "https://github.com/huggingface/transformers/pull/44074",
|
| 6427 |
+
"state": "open",
|
| 6428 |
+
"merged": false,
|
| 6429 |
+
"draft": false,
|
| 6430 |
+
"created_at": "2026-02-17T08:23:25Z"
|
| 6431 |
+
}
|
| 6432 |
+
],
|
| 6433 |
+
"issues": []
|
| 6434 |
+
},
|
| 6435 |
+
"fetch_error": null
|
| 6436 |
+
},
|
| 6437 |
{
|
| 6438 |
"author_login": "mariam851",
|
| 6439 |
"name": "Mariam Zakaria",
|
|
|
|
| 11720 |
},
|
| 11721 |
"fetch_error": null
|
| 11722 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
| 11723 |
{
|
| 11724 |
"author_login": "nuxlear",
|
| 11725 |
"name": "Junwon Hwang",
|
new-contributors-report.md
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
-
- Snapshot: `
|
| 4 |
-
- Generated: `2026-04-
|
| 5 |
- Activity window: `60d`
|
| 6 |
-
- Contributors: `
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
@@ -55,7 +55,6 @@
|
|
| 55 |
| `kchpp940` | [profile](https://github.com/kchpp940) | no | FIRST_TIME_CONTRIBUTOR | 375d | `2026-04-18T01:12:45Z` | 6 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 56 |
| `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
|
| 57 |
| `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3177d | `2024-08-30T13:38:48Z` | 5 | 2 | mixed | low | low | targets high-star repos |
|
| 58 |
-
| `aman-coder03` | [profile](https://github.com/aman-coder03) | no | FIRST_TIME_CONTRIBUTOR | 785d | `2026-02-16T15:14:20Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
|
| 59 |
| `Krishnachaitanyakc` | [profile](https://github.com/Krishnachaitanyakc) | no | CONTRIBUTOR | 3498d | `2026-03-25T02:14:38Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 60 |
| `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
|
| 61 |
| `sxu75374` | [profile](https://github.com/sxu75374) | no | NONE | 2026d | `2026-02-27T04:48:08Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
|
@@ -67,6 +66,7 @@
|
|
| 67 |
| `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 67d | `2026-02-18T23:07:23Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos |
|
| 68 |
| `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | 2913d | `2026-04-09T09:34:42Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 69 |
| `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5413d | `2026-03-12T13:32:25Z` | 4 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 70 |
| `Zephyr-Blessed` | [profile](https://github.com/Zephyr-Blessed) | no | FIRST_TIME_CONTRIBUTOR | 63d | `2026-02-17T11:04:52Z` | 4 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
|
| 71 |
| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 3 | 2 | weak | low | low | targets high-star repos |
|
| 72 |
| `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 3 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
|
|
@@ -81,10 +81,10 @@
|
|
| 81 |
| `onel` | [profile](https://github.com/onel) | no | NONE | 5050d | `2026-02-26T22:44:41Z` | 3 | 0 | mixed | moderate | low | many recent closed-unmerged PRs |
|
| 82 |
| `paipeline` | [profile](https://github.com/paipeline) | no | NONE | 1791d | `2026-02-22T14:37:25Z` | 3 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 83 |
| `saivedant169` | [profile](https://github.com/saivedant169) | no | NONE | 1712d | `2026-03-14T16:47:42Z` | 3 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos |
|
| 84 |
-
| `sirzechs66` | [profile](https://github.com/sirzechs66) | no | FIRST_TIME_CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 3 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 85 |
| `tirth8205` | [profile](https://github.com/tirth8205) | no | NONE | 2095d | `2026-02-17T23:31:31Z` | 3 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 86 |
| `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3697d | `2025-08-10T08:43:09Z` | 24 | 0 | mixed | moderate | low | extremely high recent PR volume |
|
| 87 |
| `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1466d | `2025-12-24T11:54:53Z` | 10 | 0 | mixed | moderate | low | targets high-star repos |
|
|
|
|
| 88 |
| `mariam851` | [profile](https://github.com/mariam851) | no | CONTRIBUTOR | 1176d | `2026-02-15T08:51:26Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 89 |
| `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2390d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos |
|
| 90 |
| `redpanda1995` | [profile](https://github.com/redpanda1995) | no | FIRST_TIME_CONTRIBUTOR | 102d | `2026-02-07T19:04:11Z` | 4 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
|
|
@@ -159,7 +159,6 @@
|
|
| 159 |
| `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 160 |
| `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4209d | `2025-11-26T16:41:09Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 161 |
| `lmaksym` | [profile](https://github.com/lmaksym) | no | FIRST_TIME_CONTRIBUTOR | 4113d | `2026-01-19T22:09:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 162 |
-
| `mmahjoub5` | [profile](https://github.com/mmahjoub5) | no | FIRST_TIME_CONTRIBUTOR | 2407d | `2026-02-15T04:01:26Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 163 |
| `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 164 |
| `pragnyanramtha` | [profile](https://github.com/pragnyanramtha) | no | FIRST_TIME_CONTRIBUTOR | 448d | `2026-02-08T09:24:35Z` | 2 | 0 | mixed | moderate | low | — |
|
| 165 |
| `tysoncung` | [profile](https://github.com/tysoncung) | no | CONTRIBUTOR | 2698d | `2026-02-17T02:03:30Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
|
@@ -1478,29 +1477,6 @@ Example artifacts:
|
|
| 1478 |
- [Issue #43489: Transformers' version 5 is out!](https://github.com/huggingface/transformers/issues/43489) — closed
|
| 1479 |
- [Issue #40822: Welcome v5](https://github.com/huggingface/transformers/issues/40822) — closed
|
| 1480 |
|
| 1481 |
-
### `aman-coder03`
|
| 1482 |
-
|
| 1483 |
-
- profile: [github.com/aman-coder03](https://github.com/aman-coder03)
|
| 1484 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aaman-coder03)
|
| 1485 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aaman-coder03)
|
| 1486 |
-
- repo first seen: `2026-02-16T15:14:20Z`
|
| 1487 |
-
- repo last seen: `2026-02-18T08:01:23Z`
|
| 1488 |
-
- first seen in snapshot: **no**
|
| 1489 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 1490 |
-
- repo primary artifacts: **5**
|
| 1491 |
-
- snapshot authored PRs/issues: **5 PRs / 0 issues**
|
| 1492 |
-
- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
|
| 1493 |
-
- account age: **785 days**
|
| 1494 |
-
- recent public PR activity: **35 PRs** (7 merged / 7 closed-unmerged / 21 open; merged rate **20%**, closed-unmerged rate **20%**, open rate **60%**)
|
| 1495 |
-
- public orgs: none visible
|
| 1496 |
-
- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
|
| 1497 |
-
- heuristic read: **high recent PR volume; broad repo spread; high open PR share**
|
| 1498 |
-
|
| 1499 |
-
Example artifacts:
|
| 1500 |
-
- [PR #44101: [XLM] Refactor output tracing to align with capture_outputs standardized architecture](https://github.com/huggingface/transformers/pull/44101) — open
|
| 1501 |
-
- [PR #44098: [ViLT] Refactor output handling to align with standardized patterns](https://github.com/huggingface/transformers/pull/44098) — open
|
| 1502 |
-
- [PR #44074: [TextNet] Refactor output tracing using capture_outputs decorator](https://github.com/huggingface/transformers/pull/44074) — open
|
| 1503 |
-
|
| 1504 |
### `Krishnachaitanyakc`
|
| 1505 |
|
| 1506 |
- profile: [github.com/Krishnachaitanyakc](https://github.com/Krishnachaitanyakc)
|
|
@@ -1602,12 +1578,12 @@ Example artifacts:
|
|
| 1602 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKoichiYasuoka)
|
| 1603 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKoichiYasuoka)
|
| 1604 |
- repo first seen: `2026-01-21T06:14:39Z`
|
| 1605 |
-
- repo last seen: `2026-04-
|
| 1606 |
- first seen in snapshot: **no**
|
| 1607 |
- repo association: **CONTRIBUTOR**
|
| 1608 |
- repo primary artifacts: **7**
|
| 1609 |
- snapshot authored PRs/issues: **4 PRs / 3 issues**
|
| 1610 |
-
- snapshot discussion activity: **
|
| 1611 |
- account age: **3839 days**
|
| 1612 |
- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
|
| 1613 |
- public orgs: none visible
|
|
@@ -1761,6 +1737,29 @@ Example artifacts:
|
|
| 1761 |
- [PR #45192: casually dropping the most capable open weights on the planet](https://github.com/huggingface/transformers/pull/45192) — closed, merged
|
| 1762 |
- [PR #44635: [Gemma] Modular-friendly buffers](https://github.com/huggingface/transformers/pull/44635) — open
|
| 1763 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1764 |
### `Zephyr-Blessed`
|
| 1765 |
|
| 1766 |
- profile: [github.com/Zephyr-Blessed](https://github.com/Zephyr-Blessed)
|
|
@@ -2086,29 +2085,6 @@ Example artifacts:
|
|
| 2086 |
- [PR #44706: Add position_ids to BloomForCausalLM forward pass](https://github.com/huggingface/transformers/pull/44706) — closed
|
| 2087 |
- [PR #44705: Add position_ids to RoFormerForCausalLM forward pass](https://github.com/huggingface/transformers/pull/44705) — closed
|
| 2088 |
|
| 2089 |
-
### `sirzechs66`
|
| 2090 |
-
|
| 2091 |
-
- profile: [github.com/sirzechs66](https://github.com/sirzechs66)
|
| 2092 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asirzechs66)
|
| 2093 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asirzechs66)
|
| 2094 |
-
- repo first seen: `2026-03-30T12:18:41Z`
|
| 2095 |
-
- repo last seen: `2026-04-18T02:16:41Z`
|
| 2096 |
-
- first seen in snapshot: **no**
|
| 2097 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2098 |
-
- repo primary artifacts: **3**
|
| 2099 |
-
- snapshot authored PRs/issues: **3 PRs / 0 issues**
|
| 2100 |
-
- snapshot discussion activity: **5 comments / 1 reviews / 1 review comments**
|
| 2101 |
-
- account age: **1246 days**
|
| 2102 |
-
- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
|
| 2103 |
-
- public orgs: none visible
|
| 2104 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
|
| 2105 |
-
- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
|
| 2106 |
-
|
| 2107 |
-
Example artifacts:
|
| 2108 |
-
- [PR #45500: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757) latest](https://github.com/huggingface/transformers/pull/45500) — open, draft
|
| 2109 |
-
- [PR #45118: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757)](https://github.com/huggingface/transformers/pull/45118) — open
|
| 2110 |
-
- [PR #45116: Add full GGUF loading support for GPT‑OSS (fixes #43366)](https://github.com/huggingface/transformers/pull/45116) — closed, draft
|
| 2111 |
-
|
| 2112 |
### `tirth8205`
|
| 2113 |
|
| 2114 |
- profile: [github.com/tirth8205](https://github.com/tirth8205)
|
|
@@ -2178,6 +2154,29 @@ Example artifacts:
|
|
| 2178 |
- [PR #44536: Supplement skip logic for XPU in the CPU-only tp tests](https://github.com/huggingface/transformers/pull/44536) — closed, merged
|
| 2179 |
- [PR #43905: XPU now supports backward for the FA2 fixed path](https://github.com/huggingface/transformers/pull/43905) — closed, merged
|
| 2180 |
|
|
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|
|
|
|
| 2181 |
### `mariam851`
|
| 2182 |
|
| 2183 |
- profile: [github.com/mariam851](https://github.com/mariam851)
|
|
@@ -3835,28 +3834,6 @@ Example artifacts:
|
|
| 3835 |
- [PR #44171: Parakeet tdt](https://github.com/huggingface/transformers/pull/44171) — open
|
| 3836 |
- [PR #43357: Add Parakeet TDT model support](https://github.com/huggingface/transformers/pull/43357) — closed
|
| 3837 |
|
| 3838 |
-
### `mmahjoub5`
|
| 3839 |
-
|
| 3840 |
-
- profile: [github.com/mmahjoub5](https://github.com/mmahjoub5)
|
| 3841 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ammahjoub5)
|
| 3842 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ammahjoub5)
|
| 3843 |
-
- repo first seen: `2026-02-15T04:01:26Z`
|
| 3844 |
-
- repo last seen: `2026-02-26T01:01:37Z`
|
| 3845 |
-
- first seen in snapshot: **no**
|
| 3846 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 3847 |
-
- repo primary artifacts: **2**
|
| 3848 |
-
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 3849 |
-
- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
|
| 3850 |
-
- account age: **2407 days**
|
| 3851 |
-
- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 3852 |
-
- public orgs: none visible
|
| 3853 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
|
| 3854 |
-
- heuristic read: **high open PR share; targets high-star repos**
|
| 3855 |
-
|
| 3856 |
-
Example artifacts:
|
| 3857 |
-
- [PR #44076: Refectored modeling_imagegpt.py to enable hooks to capture_outputs](https://github.com/huggingface/transformers/pull/44076) — open
|
| 3858 |
-
- [PR #44024: Focalnet standardized outputs](https://github.com/huggingface/transformers/pull/44024) — open
|
| 3859 |
-
|
| 3860 |
### `nuxlear`
|
| 3861 |
|
| 3862 |
- profile: [github.com/nuxlear](https://github.com/nuxlear)
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260418T090534Z`
|
| 4 |
+
- Generated: `2026-04-18T09:06:46Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `368`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
|
|
| 55 |
| `kchpp940` | [profile](https://github.com/kchpp940) | no | FIRST_TIME_CONTRIBUTOR | 375d | `2026-04-18T01:12:45Z` | 6 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 56 |
| `albertvillanova` | [profile](https://github.com/albertvillanova) | no | MEMBER | 4257d | `2026-01-17T10:42:01Z` | 5 | 3 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
|
| 57 |
| `LysandreJik` | [profile](https://github.com/LysandreJik) | no | MEMBER | 3177d | `2024-08-30T13:38:48Z` | 5 | 2 | mixed | low | low | targets high-star repos |
|
|
|
|
| 58 |
| `Krishnachaitanyakc` | [profile](https://github.com/Krishnachaitanyakc) | no | CONTRIBUTOR | 3498d | `2026-03-25T02:14:38Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 59 |
| `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
|
| 60 |
| `sxu75374` | [profile](https://github.com/sxu75374) | no | NONE | 2026d | `2026-02-27T04:48:08Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
|
|
|
| 66 |
| `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 67d | `2026-02-18T23:07:23Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos |
|
| 67 |
| `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | 2913d | `2026-04-09T09:34:42Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 68 |
| `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5413d | `2026-03-12T13:32:25Z` | 4 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 69 |
+
| `sirzechs66` | [profile](https://github.com/sirzechs66) | no | FIRST_TIME_CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 70 |
| `Zephyr-Blessed` | [profile](https://github.com/Zephyr-Blessed) | no | FIRST_TIME_CONTRIBUTOR | 63d | `2026-02-17T11:04:52Z` | 4 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
|
| 71 |
| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 3 | 2 | weak | low | low | targets high-star repos |
|
| 72 |
| `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 3 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
|
|
|
|
| 81 |
| `onel` | [profile](https://github.com/onel) | no | NONE | 5050d | `2026-02-26T22:44:41Z` | 3 | 0 | mixed | moderate | low | many recent closed-unmerged PRs |
|
| 82 |
| `paipeline` | [profile](https://github.com/paipeline) | no | NONE | 1791d | `2026-02-22T14:37:25Z` | 3 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 83 |
| `saivedant169` | [profile](https://github.com/saivedant169) | no | NONE | 1712d | `2026-03-14T16:47:42Z` | 3 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos |
|
|
|
|
| 84 |
| `tirth8205` | [profile](https://github.com/tirth8205) | no | NONE | 2095d | `2026-02-17T23:31:31Z` | 3 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 85 |
| `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3697d | `2025-08-10T08:43:09Z` | 24 | 0 | mixed | moderate | low | extremely high recent PR volume |
|
| 86 |
| `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1466d | `2025-12-24T11:54:53Z` | 10 | 0 | mixed | moderate | low | targets high-star repos |
|
| 87 |
+
| `aman-coder03` | [profile](https://github.com/aman-coder03) | no | FIRST_TIME_CONTRIBUTOR | 785d | `2026-02-16T15:14:20Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
|
| 88 |
| `mariam851` | [profile](https://github.com/mariam851) | no | CONTRIBUTOR | 1176d | `2026-02-15T08:51:26Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 89 |
| `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2390d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos |
|
| 90 |
| `redpanda1995` | [profile](https://github.com/redpanda1995) | no | FIRST_TIME_CONTRIBUTOR | 102d | `2026-02-07T19:04:11Z` | 4 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
|
|
|
|
| 159 |
| `jackcook` | [profile](https://github.com/jackcook) | no | CONTRIBUTOR | 4658d | `2026-02-13T05:15:44Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 160 |
| `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4209d | `2025-11-26T16:41:09Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 161 |
| `lmaksym` | [profile](https://github.com/lmaksym) | no | FIRST_TIME_CONTRIBUTOR | 4113d | `2026-01-19T22:09:49Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
|
|
|
| 162 |
| `nuxlear` | [profile](https://github.com/nuxlear) | no | CONTRIBUTOR | 3757d | `2026-01-02T07:29:46Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 163 |
| `pragnyanramtha` | [profile](https://github.com/pragnyanramtha) | no | FIRST_TIME_CONTRIBUTOR | 448d | `2026-02-08T09:24:35Z` | 2 | 0 | mixed | moderate | low | — |
|
| 164 |
| `tysoncung` | [profile](https://github.com/tysoncung) | no | CONTRIBUTOR | 2698d | `2026-02-17T02:03:30Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
|
|
|
| 1477 |
- [Issue #43489: Transformers' version 5 is out!](https://github.com/huggingface/transformers/issues/43489) — closed
|
| 1478 |
- [Issue #40822: Welcome v5](https://github.com/huggingface/transformers/issues/40822) — closed
|
| 1479 |
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1480 |
### `Krishnachaitanyakc`
|
| 1481 |
|
| 1482 |
- profile: [github.com/Krishnachaitanyakc](https://github.com/Krishnachaitanyakc)
|
|
|
|
| 1578 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKoichiYasuoka)
|
| 1579 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKoichiYasuoka)
|
| 1580 |
- repo first seen: `2026-01-21T06:14:39Z`
|
| 1581 |
+
- repo last seen: `2026-04-18T08:30:53Z`
|
| 1582 |
- first seen in snapshot: **no**
|
| 1583 |
- repo association: **CONTRIBUTOR**
|
| 1584 |
- repo primary artifacts: **7**
|
| 1585 |
- snapshot authored PRs/issues: **4 PRs / 3 issues**
|
| 1586 |
+
- snapshot discussion activity: **15 comments / 1 reviews / 1 review comments**
|
| 1587 |
- account age: **3839 days**
|
| 1588 |
- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
|
| 1589 |
- public orgs: none visible
|
|
|
|
| 1737 |
- [PR #45192: casually dropping the most capable open weights on the planet](https://github.com/huggingface/transformers/pull/45192) — closed, merged
|
| 1738 |
- [PR #44635: [Gemma] Modular-friendly buffers](https://github.com/huggingface/transformers/pull/44635) — open
|
| 1739 |
|
| 1740 |
+
### `sirzechs66`
|
| 1741 |
+
|
| 1742 |
+
- profile: [github.com/sirzechs66](https://github.com/sirzechs66)
|
| 1743 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asirzechs66)
|
| 1744 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asirzechs66)
|
| 1745 |
+
- repo first seen: `2026-03-30T12:18:41Z`
|
| 1746 |
+
- repo last seen: `2026-04-18T09:01:44Z`
|
| 1747 |
+
- first seen in snapshot: **no**
|
| 1748 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 1749 |
+
- repo primary artifacts: **4**
|
| 1750 |
+
- snapshot authored PRs/issues: **4 PRs / 0 issues**
|
| 1751 |
+
- snapshot discussion activity: **8 comments / 1 reviews / 1 review comments**
|
| 1752 |
+
- account age: **1246 days**
|
| 1753 |
+
- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
|
| 1754 |
+
- public orgs: none visible
|
| 1755 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
|
| 1756 |
+
- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
|
| 1757 |
+
|
| 1758 |
+
Example artifacts:
|
| 1759 |
+
- [PR #45506: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757) latest](https://github.com/huggingface/transformers/pull/45506) — open
|
| 1760 |
+
- [PR #45500: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757) latest](https://github.com/huggingface/transformers/pull/45500) — open, draft
|
| 1761 |
+
- [PR #45118: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757)](https://github.com/huggingface/transformers/pull/45118) — closed
|
| 1762 |
+
|
| 1763 |
### `Zephyr-Blessed`
|
| 1764 |
|
| 1765 |
- profile: [github.com/Zephyr-Blessed](https://github.com/Zephyr-Blessed)
|
|
|
|
| 2085 |
- [PR #44706: Add position_ids to BloomForCausalLM forward pass](https://github.com/huggingface/transformers/pull/44706) — closed
|
| 2086 |
- [PR #44705: Add position_ids to RoFormerForCausalLM forward pass](https://github.com/huggingface/transformers/pull/44705) — closed
|
| 2087 |
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
| 2088 |
### `tirth8205`
|
| 2089 |
|
| 2090 |
- profile: [github.com/tirth8205](https://github.com/tirth8205)
|
|
|
|
| 2154 |
- [PR #44536: Supplement skip logic for XPU in the CPU-only tp tests](https://github.com/huggingface/transformers/pull/44536) — closed, merged
|
| 2155 |
- [PR #43905: XPU now supports backward for the FA2 fixed path](https://github.com/huggingface/transformers/pull/43905) — closed, merged
|
| 2156 |
|
| 2157 |
+
### `aman-coder03`
|
| 2158 |
+
|
| 2159 |
+
- profile: [github.com/aman-coder03](https://github.com/aman-coder03)
|
| 2160 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aaman-coder03)
|
| 2161 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aaman-coder03)
|
| 2162 |
+
- repo first seen: `2026-02-16T15:14:20Z`
|
| 2163 |
+
- repo last seen: `2026-02-18T08:01:23Z`
|
| 2164 |
+
- first seen in snapshot: **no**
|
| 2165 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2166 |
+
- repo primary artifacts: **5**
|
| 2167 |
+
- snapshot authored PRs/issues: **5 PRs / 0 issues**
|
| 2168 |
+
- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
|
| 2169 |
+
- account age: **785 days**
|
| 2170 |
+
- recent public PR activity: **35 PRs** (7 merged / 7 closed-unmerged / 21 open; merged rate **20%**, closed-unmerged rate **20%**, open rate **60%**)
|
| 2171 |
+
- public orgs: none visible
|
| 2172 |
+
- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
|
| 2173 |
+
- heuristic read: **high recent PR volume; broad repo spread; high open PR share**
|
| 2174 |
+
|
| 2175 |
+
Example artifacts:
|
| 2176 |
+
- [PR #44101: [XLM] Refactor output tracing to align with capture_outputs standardized architecture](https://github.com/huggingface/transformers/pull/44101) — open
|
| 2177 |
+
- [PR #44098: [ViLT] Refactor output handling to align with standardized patterns](https://github.com/huggingface/transformers/pull/44098) — open
|
| 2178 |
+
- [PR #44074: [TextNet] Refactor output tracing using capture_outputs decorator](https://github.com/huggingface/transformers/pull/44074) — open
|
| 2179 |
+
|
| 2180 |
### `mariam851`
|
| 2181 |
|
| 2182 |
- profile: [github.com/mariam851](https://github.com/mariam851)
|
|
|
|
| 3834 |
- [PR #44171: Parakeet tdt](https://github.com/huggingface/transformers/pull/44171) — open
|
| 3835 |
- [PR #43357: Add Parakeet TDT model support](https://github.com/huggingface/transformers/pull/43357) — closed
|
| 3836 |
|
|
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|
|
|
|
|
| 3837 |
### `nuxlear`
|
| 3838 |
|
| 3839 |
- profile: [github.com/nuxlear](https://github.com/nuxlear)
|
new_contributors.parquet
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pr_files.parquet
CHANGED
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size
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version https://git-lfs.github.com/spec/v1
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pull_requests.parquet
CHANGED
|
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 2 |
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|
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| 1 |
version https://git-lfs.github.com/spec/v1
|
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|
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review_comments.parquet
CHANGED
|
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:121feeecf1d6b9b2e630e73a42e0beec164b019398ed3f7f153404ad2b7b4a97
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size 2048181
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reviews.parquet
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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version https://git-lfs.github.com/spec/v1
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oid sha256:7a99a6f98c9191b8ee24c4a62bd30a9bd40adb1eb29fbe6ff3416d472809482c
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size 631457
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snapshots/20260418T090534Z/manifest.json
ADDED
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@@ -0,0 +1,39 @@
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+
{
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| 2 |
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"artifacts": {
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| 3 |
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"new_contributors_json": "new-contributors-report.json",
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"new_contributors_markdown": "new-contributors-report.md",
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| 5 |
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"new_contributors_parquet": "new_contributors.parquet"
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},
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| 7 |
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"counts": {
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| 8 |
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"comments": 8351,
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| 9 |
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"issues": 620,
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| 10 |
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"links": 2555,
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"new_contributors": 368,
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| 12 |
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"pr_diffs": 1866,
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"pr_files": 26187,
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| 14 |
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"pull_requests": 1866,
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| 15 |
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"review_comments": 12025,
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"reviews": 6906,
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"timeline_events": 37579
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| 18 |
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},
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| 19 |
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"crawl_started_at": "2026-04-18T09:05:34Z",
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| 20 |
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"delta_counts": {
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| 21 |
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"comments": 26,
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| 22 |
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"issue_stubs": 32,
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| 23 |
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"issues": 5,
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| 24 |
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"links": 60,
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| 25 |
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"pr_diffs": 27,
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| 26 |
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"pr_files": 97,
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"pull_requests": 27,
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| 28 |
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"review_comments": 282,
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| 29 |
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"reviews": 171,
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"timeline_events": 1055
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},
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"extracted_at": "2026-04-18T09:05:34Z",
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| 33 |
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"repo": "huggingface/transformers",
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| 34 |
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"snapshot_id": "20260418T090534Z",
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| 35 |
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"watermark": {
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| 36 |
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"effective_since": "2026-04-18T08:05:35Z",
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| 37 |
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"next_since": "2026-04-18T09:05:34Z"
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| 38 |
+
}
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| 39 |
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}
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snapshots/latest.json
CHANGED
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@@ -1,8 +1,8 @@
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{
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-
"archived_manifest_path": "snapshots/
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-
"latest_snapshot_id": "
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"manifest_path": "manifest.json",
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| 5 |
-
"next_since": "2026-04-
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"repo": "huggingface/transformers",
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| 7 |
-
"snapshot_dir": "snapshots/
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| 8 |
}
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{
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"archived_manifest_path": "snapshots/20260418T090534Z/manifest.json",
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"latest_snapshot_id": "20260418T090534Z",
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"manifest_path": "manifest.json",
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| 5 |
+
"next_since": "2026-04-18T09:05:34Z",
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"repo": "huggingface/transformers",
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| 7 |
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"snapshot_dir": "snapshots/20260418T090534Z"
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}
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state/watermark.json
CHANGED
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@@ -1,7 +1,7 @@
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{
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| 2 |
-
"effective_since": "2026-04-
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| 3 |
-
"last_successful_snapshot_id": "
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| 4 |
-
"next_since": "2026-04-
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| 5 |
"repo": "huggingface/transformers",
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| 6 |
-
"updated_at": "2026-04-
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| 7 |
}
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| 1 |
{
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| 2 |
+
"effective_since": "2026-04-18T08:05:35Z",
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| 3 |
+
"last_successful_snapshot_id": "20260418T090534Z",
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| 4 |
+
"next_since": "2026-04-18T09:05:34Z",
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| 5 |
"repo": "huggingface/transformers",
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| 6 |
+
"updated_at": "2026-04-18T09:05:34Z"
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| 7 |
}
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