Refresh transformers dataset snapshot 20260515T000050Z
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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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| 5577 |
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| 5578 |
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| 6632 |
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| 6633 |
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| 6635 |
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| 6636 |
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| 6637 |
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| 6640 |
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| 6641 |
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| 6642 |
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| 6643 |
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| 9990 |
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| 9992 |
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| 9993 |
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| 9994 |
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| 9995 |
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"name": "Joshua Lochner",
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| 9996 |
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| 9997 |
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"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Axenova",
|
| 9998 |
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"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Axenova",
|
| 9999 |
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"repo_first_seen_at": "2025-11-18T16:26:23Z",
|
| 10000 |
+
"repo_last_seen_at": "2026-04-24T14:23:25Z",
|
| 10001 |
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"repo_primary_artifact_count": 6,
|
| 10002 |
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| 10003 |
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| 10004 |
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| 10005 |
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| 10006 |
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| 10007 |
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"snapshot_review_comment_count": 17,
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| 10008 |
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| 10009 |
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| 10010 |
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| 10011 |
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| 10012 |
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| 10013 |
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| 10014 |
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| 10015 |
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| 10016 |
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| 10017 |
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| 10018 |
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"breadth_score": "moderate",
|
| 10019 |
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"automation_risk_signal": "low",
|
| 10020 |
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"heuristic_note": "high recent PR volume; targets high-star repos",
|
| 10021 |
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"public_orgs": [],
|
| 10022 |
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"activity": {
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| 10023 |
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| 10024 |
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| 10025 |
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| 10026 |
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| 10027 |
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"merged_pr_rate": 0.8525,
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| 10028 |
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| 10029 |
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| 10030 |
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| 10031 |
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| 10032 |
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| 10033 |
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"examples": {
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| 10034 |
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| 10035 |
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{
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| 10036 |
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"kind": "pull_request",
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| 10037 |
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"number": 44763,
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| 10038 |
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"title": "[nemotron_h] Add support for MLP mixers",
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| 10039 |
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"url": "https://github.com/huggingface/transformers/pull/44763",
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| 10040 |
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| 10041 |
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| 10042 |
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| 10043 |
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"created_at": "2026-03-16T17:04:36Z"
|
| 10044 |
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},
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| 10045 |
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{
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| 10046 |
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"kind": "pull_request",
|
| 10047 |
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"number": 44729,
|
| 10048 |
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"title": "Avoid floating point math for ceil operations",
|
| 10049 |
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"url": "https://github.com/huggingface/transformers/pull/44729",
|
| 10050 |
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"state": "open",
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| 10051 |
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"merged": false,
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| 10052 |
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"draft": false,
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| 10053 |
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"created_at": "2026-03-15T20:29:38Z"
|
| 10054 |
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},
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| 10055 |
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{
|
| 10056 |
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"kind": "pull_request",
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| 10057 |
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"number": 43473,
|
| 10058 |
+
"title": "Fix Apertus model loading (NotImplementedError: Cannot copy out of meta tensor; no data!)",
|
| 10059 |
+
"url": "https://github.com/huggingface/transformers/pull/43473",
|
| 10060 |
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"state": "closed",
|
| 10061 |
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"merged": true,
|
| 10062 |
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"draft": false,
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| 10063 |
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"created_at": "2026-01-25T03:31:50Z"
|
| 10064 |
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}
|
| 10065 |
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],
|
| 10066 |
+
"issues": [
|
| 10067 |
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{
|
| 10068 |
+
"kind": "issue",
|
| 10069 |
+
"number": 44779,
|
| 10070 |
+
"title": "Deepseek tokenizer produces incorrect results as of v5 (works in v4)",
|
| 10071 |
+
"url": "https://github.com/huggingface/transformers/issues/44779",
|
| 10072 |
+
"state": "closed",
|
| 10073 |
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"merged": null,
|
| 10074 |
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"draft": null,
|
| 10075 |
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"created_at": "2026-03-17T00:30:56Z"
|
| 10076 |
+
},
|
| 10077 |
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{
|
| 10078 |
+
"kind": "issue",
|
| 10079 |
+
"number": 44496,
|
| 10080 |
+
"title": "ValueError: Unrecognized model in allenai/Olmo-Hybrid-Instruct-SFT-7B. Should have a `model_type` key in its config.json.",
|
| 10081 |
+
"url": "https://github.com/huggingface/transformers/issues/44496",
|
| 10082 |
+
"state": "closed",
|
| 10083 |
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"merged": null,
|
| 10084 |
+
"draft": null,
|
| 10085 |
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"created_at": "2026-03-06T15:17:24Z"
|
| 10086 |
+
},
|
| 10087 |
+
{
|
| 10088 |
+
"kind": "issue",
|
| 10089 |
+
"number": 43452,
|
| 10090 |
+
"title": "gguf_file breaks for AutoTokenizer.from_pretrained and AutoModelForCausalLM.from_pretrained",
|
| 10091 |
+
"url": "https://github.com/huggingface/transformers/issues/43452",
|
| 10092 |
+
"state": "closed",
|
| 10093 |
+
"merged": null,
|
| 10094 |
+
"draft": null,
|
| 10095 |
+
"created_at": "2026-01-23T16:34:19Z"
|
| 10096 |
+
}
|
| 10097 |
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]
|
| 10098 |
+
},
|
| 10099 |
+
"fetch_error": null
|
| 10100 |
+
},
|
| 10101 |
{
|
| 10102 |
"author_login": "Aravind-11",
|
| 10103 |
"name": "ARAVINDHAN T",
|
|
|
|
| 10259 |
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akhushali9",
|
| 10260 |
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akhushali9",
|
| 10261 |
"repo_first_seen_at": "2025-11-26T16:41:09Z",
|
| 10262 |
+
"repo_last_seen_at": "2026-05-14T19:54:29Z",
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| 10263 |
"repo_primary_artifact_count": 3,
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| 10264 |
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"repo_artifact_count": 61,
|
| 10265 |
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|
| 10266 |
"snapshot_pr_count": 3,
|
| 10267 |
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"snapshot_comment_count": 28,
|
| 10268 |
"snapshot_review_count": 15,
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| 10269 |
"snapshot_review_comment_count": 15,
|
| 10270 |
"repo_association": "CONTRIBUTOR",
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|
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|
| 13395 |
"first_seen_in_snapshot": false,
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| 13396 |
"known_via_prior_merged_pr": false,
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| 13397 |
"report_reason": null,
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| 13398 |
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|
| 13399 |
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"live_refetch_skipped": true,
|
| 13400 |
"account_age_days": 3170,
|
| 13401 |
"young_account": false,
|
| 13402 |
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|
| 14896 |
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| 14897 |
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|
| 14898 |
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|
| 14899 |
{
|
| 14900 |
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|
| 14901 |
"name": "Akshaj Kashyap",
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|
| 16494 |
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| 16495 |
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| 16496 |
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| 16497 |
{
|
| 16498 |
"author_login": "Dhruv908615",
|
| 16499 |
"name": "Dhruv Katiyar",
|
new-contributors-report.md
CHANGED
|
@@ -1,21 +1,21 @@
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
-
- Snapshot: `
|
| 4 |
-
- Generated: `2026-05-
|
| 5 |
- Activity window: `60d`
|
| 6 |
-
- Contributors: `
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
| 10 |
| Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
|
| 11 |
| --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
|
| 12 |
| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 92 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
|
| 13 |
-
| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` |
|
| 14 |
| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 77 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
|
| 15 |
| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 76 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 16 |
| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 74 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 17 |
| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 57 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 18 |
-
| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `
|
| 19 |
| `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 43 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 20 |
| `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 43 | 1 | mixed | low | low | targets high-star repos |
|
| 21 |
| `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 43 | 0 | strong | low | low | targets high-star repos |
|
|
@@ -73,7 +73,6 @@
|
|
| 73 |
| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
|
| 74 |
| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
|
| 75 |
| `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 4 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 76 |
-
| `xenova` | [profile](https://github.com/xenova) | no | MEMBER | 3317d | `2025-11-18T16:26:23Z` | 3 | 3 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 77 |
| `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 78 |
| `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
|
| 79 |
| `nurpax` | [profile](https://github.com/nurpax) | no | CONTRIBUTOR | 5805d | `2026-04-24T14:04:02Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
|
|
@@ -88,7 +87,7 @@
|
|
| 88 |
| `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 13d | `2026-04-22T05:24:00Z` | 2 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; no visible non-self stars |
|
| 89 |
| `asuryateja` | [profile](https://github.com/asuryateja) | no | CONTRIBUTOR | 1716d | `2026-03-26T21:05:17Z` | 2 | 0 | mixed | moderate | low | high open PR share |
|
| 90 |
| `Brianzhengca` | [profile](https://github.com/Brianzhengca) | no | FIRST_TIME_CONTRIBUTOR | 3170d | `2026-04-11T21:41:32Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 91 |
-
| `catwell` | [profile](https://github.com/catwell) |
|
| 92 |
| `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 93 |
| `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 94 |
| `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
|
@@ -136,6 +135,7 @@
|
|
| 136 |
| `sbucaille` | [profile](https://github.com/sbucaille) | no | CONTRIBUTOR | 3451d | `2025-03-21T09:38:40Z` | 4 | 4 | weak | low | low | high open PR share; targets high-star repos |
|
| 137 |
| `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 977d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
|
| 138 |
| `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 139 |
| `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2804d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — |
|
| 140 |
| `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5827d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos |
|
| 141 |
| `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
|
@@ -206,7 +206,6 @@
|
|
| 206 |
| `agentspan` | [profile](https://github.com/agentspan) | no | NONE | 15d | `2026-04-08T08:40:08Z` | 1 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
|
| 207 |
| `ai-man-codes` | [profile](https://github.com/ai-man-codes) | no | FIRST_TIME_CONTRIBUTOR | 560d | `2026-03-20T17:48:23Z` | 1 | 0 | mixed | moderate | low | targets high-star repos |
|
| 208 |
| `AjAyrAo43` | [profile](https://github.com/AjAyrAo43) | no | FIRST_TIME_CONTRIBUTOR | 303d | `2026-05-10T17:28:09Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 209 |
-
| `ajmeese7` | [profile](https://github.com/ajmeese7) | no | NONE | 3686d | `2026-03-15T19:56:44Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
|
| 210 |
| `AkshajKashyap` | [profile](https://github.com/AkshajKashyap) | no | FIRST_TIME_CONTRIBUTOR | 873d | `2026-03-25T00:11:43Z` | 1 | 0 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 211 |
| `Akshay404error` | [profile](https://github.com/Akshay404error) | no | FIRST_TIMER | 592d | `2026-03-27T08:33:01Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 212 |
| `Aktharnvdv` | [profile](https://github.com/Aktharnvdv) | no | NONE | 1965d | `2026-05-05T15:06:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
|
@@ -235,7 +234,6 @@
|
|
| 235 |
| `code-runner77` | [profile](https://github.com/code-runner77) | no | FIRST_TIMER | 194d | `2026-03-29T17:28:59Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 236 |
| `DavidSolanas` | [profile](https://github.com/DavidSolanas) | no | FIRST_TIME_CONTRIBUTOR | 2757d | `2026-04-15T08:44:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 237 |
| `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
|
| 238 |
-
| `Defalt-Meh` | [profile](https://github.com/Defalt-Meh) | no | FIRST_TIME_CONTRIBUTOR | 662d | `2026-03-15T23:26:31Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 239 |
| `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 240 |
| `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
|
| 241 |
| `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
|
@@ -395,12 +393,12 @@ Example artifacts:
|
|
| 395 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atarekziade)
|
| 396 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atarekziade)
|
| 397 |
- repo first seen: `2026-01-21T16:52:29Z`
|
| 398 |
-
- repo last seen: `2026-05-
|
| 399 |
- first seen in snapshot: **no**
|
| 400 |
- repo association: **MEMBER**
|
| 401 |
-
- repo primary artifacts: **
|
| 402 |
-
- snapshot authored PRs/issues: **
|
| 403 |
-
- snapshot discussion activity: **
|
| 404 |
- account age: **5839 days**
|
| 405 |
- recent public PR activity: **108 PRs** (92 merged / 3 closed-unmerged / 13 open; merged rate **85%**, closed-unmerged rate **3%**, open rate **12%**)
|
| 406 |
- public orgs: `AFPy`, `faitmain`, `circus-tent`
|
|
@@ -408,9 +406,9 @@ Example artifacts:
|
|
| 408 |
- heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos**
|
| 409 |
|
| 410 |
Example artifacts:
|
|
|
|
| 411 |
- [PR #45933: pass the otel secrets](https://github.com/huggingface/transformers/pull/45933) — closed, merged
|
| 412 |
- [PR #45932: DO NOT MERGE testing grafana](https://github.com/huggingface/transformers/pull/45932) — open
|
| 413 |
-
- [PR #45775: make sure we call check_auto in CI](https://github.com/huggingface/transformers/pull/45775) — closed, merged
|
| 414 |
- [Issue #45458: Add typing support incrementally (meta issue)](https://github.com/huggingface/transformers/issues/45458) — closed
|
| 415 |
- [Issue #44740: Run model linter on new models additions](https://github.com/huggingface/transformers/issues/44740) — closed
|
| 416 |
- [Issue #44619: Plug model rule in development flow and extend it](https://github.com/huggingface/transformers/issues/44619) — closed
|
|
@@ -518,12 +516,12 @@ Example artifacts:
|
|
| 518 |
- profile: [github.com/stevhliu](https://github.com/stevhliu)
|
| 519 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
|
| 520 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
|
| 521 |
-
- repo first seen: `
|
| 522 |
- repo last seen: `2026-05-13T17:40:26Z`
|
| 523 |
- first seen in snapshot: **no**
|
| 524 |
- repo association: **MEMBER**
|
| 525 |
-
- repo primary artifacts: **
|
| 526 |
-
- snapshot authored PRs/issues: **49 PRs /
|
| 527 |
- snapshot discussion activity: **27 comments / 132 reviews / 232 review comments**
|
| 528 |
- account age: **2296 days**
|
| 529 |
- recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
|
|
@@ -536,6 +534,7 @@ Example artifacts:
|
|
| 536 |
- [PR #45947: [docs] chat template prefill](https://github.com/huggingface/transformers/pull/45947) — closed, merged
|
| 537 |
- [PR #45900: [docs] ALMModelTest](https://github.com/huggingface/transformers/pull/45900) — closed, merged
|
| 538 |
- [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
|
|
|
|
| 539 |
|
| 540 |
### `SunMarc`
|
| 541 |
|
|
@@ -1891,32 +1890,6 @@ Example artifacts:
|
|
| 1891 |
- [PR #45679: TST Run fast PEFT tests in normal CI](https://github.com/huggingface/transformers/pull/45679) — open
|
| 1892 |
- [PR #44592: FIX Multiple PEFT errors after v5 transition](https://github.com/huggingface/transformers/pull/44592) — closed, merged
|
| 1893 |
|
| 1894 |
-
### `xenova`
|
| 1895 |
-
|
| 1896 |
-
- profile: [github.com/xenova](https://github.com/xenova)
|
| 1897 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Axenova)
|
| 1898 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Axenova)
|
| 1899 |
-
- repo first seen: `2025-11-18T16:26:23Z`
|
| 1900 |
-
- repo last seen: `2026-04-24T14:23:25Z`
|
| 1901 |
-
- first seen in snapshot: **no**
|
| 1902 |
-
- repo association: **MEMBER**
|
| 1903 |
-
- repo primary artifacts: **6**
|
| 1904 |
-
- snapshot authored PRs/issues: **3 PRs / 3 issues**
|
| 1905 |
-
- snapshot discussion activity: **11 comments / 16 reviews / 17 review comments**
|
| 1906 |
-
- account age: **3317 days**
|
| 1907 |
-
- recent public PR activity: **61 PRs** (52 merged / 1 closed-unmerged / 8 open; merged rate **85%**, closed-unmerged rate **2%**, open rate **13%**)
|
| 1908 |
-
- public orgs: none visible
|
| 1909 |
-
- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
|
| 1910 |
-
- heuristic read: **high recent PR volume; targets high-star repos**
|
| 1911 |
-
|
| 1912 |
-
Example artifacts:
|
| 1913 |
-
- [PR #44763: [nemotron_h] Add support for MLP mixers](https://github.com/huggingface/transformers/pull/44763) — closed, merged
|
| 1914 |
-
- [PR #44729: Avoid floating point math for ceil operations](https://github.com/huggingface/transformers/pull/44729) — open
|
| 1915 |
-
- [PR #43473: Fix Apertus model loading (NotImplementedError: Cannot copy out of meta tensor; no data!)](https://github.com/huggingface/transformers/pull/43473) — closed, merged
|
| 1916 |
-
- [Issue #44779: Deepseek tokenizer produces incorrect results as of v5 (works in v4)](https://github.com/huggingface/transformers/issues/44779) — closed
|
| 1917 |
-
- [Issue #44496: ValueError: Unrecognized model in allenai/Olmo-Hybrid-Instruct-SFT-7B. Should have a `model_type` key in its config.json.](https://github.com/huggingface/transformers/issues/44496) — closed
|
| 1918 |
-
- [Issue #43452: gguf_file breaks for AutoTokenizer.from_pretrained and AutoModelForCausalLM.from_pretrained](https://github.com/huggingface/transformers/issues/43452) — closed
|
| 1919 |
-
|
| 1920 |
### `kmswin1`
|
| 1921 |
|
| 1922 |
- profile: [github.com/kmswin1](https://github.com/kmswin1)
|
|
@@ -2242,7 +2215,7 @@ Example artifacts:
|
|
| 2242 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acatwell)
|
| 2243 |
- repo first seen: `2026-05-14T17:00:06Z`
|
| 2244 |
- repo last seen: `2026-05-14T17:51:35Z`
|
| 2245 |
-
- first seen in snapshot: **
|
| 2246 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2247 |
- repo primary artifacts: **2**
|
| 2248 |
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
|
@@ -3305,6 +3278,32 @@ Example artifacts:
|
|
| 3305 |
- [PR #43451: Add Molmo2](https://github.com/huggingface/transformers/pull/43451) — open
|
| 3306 |
- [PR #43448: Add Molmo](https://github.com/huggingface/transformers/pull/43448) — open
|
| 3307 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
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|
|
|
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|
|
|
| 3308 |
### `Aravind-11`
|
| 3309 |
|
| 3310 |
- profile: [github.com/Aravind-11](https://github.com/Aravind-11)
|
|
@@ -3357,12 +3356,12 @@ Example artifacts:
|
|
| 3357 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akhushali9)
|
| 3358 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akhushali9)
|
| 3359 |
- repo first seen: `2025-11-26T16:41:09Z`
|
| 3360 |
-
- repo last seen: `2026-05-
|
| 3361 |
- first seen in snapshot: **no**
|
| 3362 |
- repo association: **CONTRIBUTOR**
|
| 3363 |
- repo primary artifacts: **3**
|
| 3364 |
- snapshot authored PRs/issues: **3 PRs / 0 issues**
|
| 3365 |
-
- snapshot discussion activity: **
|
| 3366 |
- account age: **4226 days**
|
| 3367 |
- recent public PR activity: **9 PRs** (1 merged / 5 closed-unmerged / 3 open; merged rate **11%**, closed-unmerged rate **56%**, open rate **33%**)
|
| 3368 |
- public orgs: `systers`, `crowdresearch`
|
|
@@ -4848,27 +4847,6 @@ Example artifacts:
|
|
| 4848 |
Example artifacts:
|
| 4849 |
- [PR #45868: feat(t5gemma2): add Flash Attention 2 support](https://github.com/huggingface/transformers/pull/45868) — open
|
| 4850 |
|
| 4851 |
-
### `ajmeese7`
|
| 4852 |
-
|
| 4853 |
-
- profile: [github.com/ajmeese7](https://github.com/ajmeese7)
|
| 4854 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aajmeese7)
|
| 4855 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aajmeese7)
|
| 4856 |
-
- repo first seen: `2026-03-15T19:56:44Z`
|
| 4857 |
-
- repo last seen: `2026-03-16T20:47:22Z`
|
| 4858 |
-
- first seen in snapshot: **no**
|
| 4859 |
-
- repo association: **NONE**
|
| 4860 |
-
- repo primary artifacts: **1**
|
| 4861 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 4862 |
-
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 4863 |
-
- account age: **3686 days**
|
| 4864 |
-
- recent public PR activity: **20 PRs** (6 merged / 4 closed-unmerged / 10 open; merged rate **30%**, closed-unmerged rate **20%**, open rate **50%**)
|
| 4865 |
-
- public orgs: `dwyl`, `os-js`, `ZacharyRobotics`, `Pull-Up-Event-Planning`, `meese-enterprises`, `Delta-Cloud-Systems`, `meese-os`, `TargetPackage`
|
| 4866 |
-
- compact scores: follow-through **weak**, breadth **high**, automation risk **low**
|
| 4867 |
-
- heuristic read: **broad repo spread; high open PR share**
|
| 4868 |
-
|
| 4869 |
-
Example artifacts:
|
| 4870 |
-
- [PR #44728: Fix float16 memory leak during 4-bit quantized model loading](https://github.com/huggingface/transformers/pull/44728) — closed
|
| 4871 |
-
|
| 4872 |
### `AkshajKashyap`
|
| 4873 |
|
| 4874 |
- profile: [github.com/AkshajKashyap](https://github.com/AkshajKashyap)
|
|
@@ -5457,27 +5435,6 @@ Example artifacts:
|
|
| 5457 |
Example artifacts:
|
| 5458 |
- [PR #45537: NVFP4 quantization: streaming loader, fused MoE experts (Qwen + Llama…](https://github.com/huggingface/transformers/pull/45537) — closed
|
| 5459 |
|
| 5460 |
-
### `Defalt-Meh`
|
| 5461 |
-
|
| 5462 |
-
- profile: [github.com/Defalt-Meh](https://github.com/Defalt-Meh)
|
| 5463 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADefalt-Meh)
|
| 5464 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADefalt-Meh)
|
| 5465 |
-
- repo first seen: `2026-03-15T23:26:31Z`
|
| 5466 |
-
- repo last seen: `2026-03-15T23:26:31Z`
|
| 5467 |
-
- first seen in snapshot: **no**
|
| 5468 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 5469 |
-
- repo primary artifacts: **1**
|
| 5470 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5471 |
-
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 5472 |
-
- account age: **662 days**
|
| 5473 |
-
- recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
|
| 5474 |
-
- public orgs: none visible
|
| 5475 |
-
- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
|
| 5476 |
-
- heuristic read: **high open PR share; targets high-star repos**
|
| 5477 |
-
|
| 5478 |
-
Example artifacts:
|
| 5479 |
-
- [PR #44731: [Tests] Fix slow video tensor creation from list of numpy arrays in SmolVLM](https://github.com/huggingface/transformers/pull/44731) — open
|
| 5480 |
-
|
| 5481 |
### `Dhruv908615`
|
| 5482 |
|
| 5483 |
- profile: [github.com/Dhruv908615](https://github.com/Dhruv908615)
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260515T000050Z`
|
| 4 |
+
- Generated: `2026-05-15T00:01:09Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `352`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
| 10 |
| Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
|
| 11 |
| --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
|
| 12 |
| `Cyrilvallez` | [profile](https://github.com/Cyrilvallez) | no | MEMBER | 2036d | `2025-03-19T10:58:02Z` | 92 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
|
| 13 |
+
| `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5839d | `2026-01-21T16:52:29Z` | 88 | 6 | strong | high | low | extremely high recent PR volume; broad repo spread; targets high-star repos |
|
| 14 |
| `ydshieh` | [profile](https://github.com/ydshieh) | no | MEMBER | 4938d | `2025-03-31T13:54:54Z` | 77 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
|
| 15 |
| `zucchini-nlp` | [profile](https://github.com/zucchini-nlp) | no | MEMBER | 1508d | `2024-09-26T09:23:39Z` | 76 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 16 |
| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3934d | `2025-06-20T09:58:55Z` | 74 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 17 |
| `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 57 | 3 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 18 |
+
| `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 49 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
|
| 19 |
| `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 43 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 20 |
| `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 43 | 1 | mixed | low | low | targets high-star repos |
|
| 21 |
| `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 43 | 0 | strong | low | low | targets high-star repos |
|
|
|
|
| 73 |
| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 4 | 3 | weak | low | low | targets high-star repos |
|
| 74 |
| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
|
| 75 |
| `BenjaminBossan` | [profile](https://github.com/BenjaminBossan) | no | MEMBER | 4501d | `2024-10-17T11:56:32Z` | 4 | 0 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
|
|
|
| 76 |
| `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 77 |
| `vkuzo` | [profile](https://github.com/vkuzo) | no | CONTRIBUTOR | 5127d | `2026-01-28T15:04:44Z` | 3 | 0 | strong | moderate | low | high recent PR volume |
|
| 78 |
| `nurpax` | [profile](https://github.com/nurpax) | no | CONTRIBUTOR | 5805d | `2026-04-24T14:04:02Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 87 |
| `armorbreak001` | [profile](https://github.com/armorbreak001) | no | NONE | 13d | `2026-04-22T05:24:00Z` | 2 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share; no visible non-self stars |
|
| 88 |
| `asuryateja` | [profile](https://github.com/asuryateja) | no | CONTRIBUTOR | 1716d | `2026-03-26T21:05:17Z` | 2 | 0 | mixed | moderate | low | high open PR share |
|
| 89 |
| `Brianzhengca` | [profile](https://github.com/Brianzhengca) | no | FIRST_TIME_CONTRIBUTOR | 3170d | `2026-04-11T21:41:32Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 90 |
+
| `catwell` | [profile](https://github.com/catwell) | no | FIRST_TIME_CONTRIBUTOR | 5907d | `2026-05-14T17:00:06Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 91 |
| `curnane-lab` | [profile](https://github.com/curnane-lab) | no | FIRST_TIME_CONTRIBUTOR | 248d | `2026-04-24T15:14:11Z` | 2 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 92 |
| `dagecko` | [profile](https://github.com/dagecko) | no | FIRST_TIME_CONTRIBUTOR | 4479d | `2026-03-26T06:19:29Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
|
| 93 |
| `DatLe203` | [profile](https://github.com/DatLe203) | no | NONE | 766d | `2026-04-07T14:30:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
|
|
|
| 135 |
| `sbucaille` | [profile](https://github.com/sbucaille) | no | CONTRIBUTOR | 3451d | `2025-03-21T09:38:40Z` | 4 | 4 | weak | low | low | high open PR share; targets high-star repos |
|
| 136 |
| `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 977d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
|
| 137 |
| `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 138 |
+
| `xenova` | [profile](https://github.com/xenova) | no | MEMBER | 3317d | `2025-11-18T16:26:23Z` | 3 | 3 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 139 |
| `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2804d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — |
|
| 140 |
| `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5827d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos |
|
| 141 |
| `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
|
|
|
| 206 |
| `agentspan` | [profile](https://github.com/agentspan) | no | NONE | 15d | `2026-04-08T08:40:08Z` | 1 | 0 | weak | low | high | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
|
| 207 |
| `ai-man-codes` | [profile](https://github.com/ai-man-codes) | no | FIRST_TIME_CONTRIBUTOR | 560d | `2026-03-20T17:48:23Z` | 1 | 0 | mixed | moderate | low | targets high-star repos |
|
| 208 |
| `AjAyrAo43` | [profile](https://github.com/AjAyrAo43) | no | FIRST_TIME_CONTRIBUTOR | 303d | `2026-05-10T17:28:09Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
|
|
|
| 209 |
| `AkshajKashyap` | [profile](https://github.com/AkshajKashyap) | no | FIRST_TIME_CONTRIBUTOR | 873d | `2026-03-25T00:11:43Z` | 1 | 0 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 210 |
| `Akshay404error` | [profile](https://github.com/Akshay404error) | no | FIRST_TIMER | 592d | `2026-03-27T08:33:01Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 211 |
| `Aktharnvdv` | [profile](https://github.com/Aktharnvdv) | no | NONE | 1965d | `2026-05-05T15:06:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
|
|
|
| 234 |
| `code-runner77` | [profile](https://github.com/code-runner77) | no | FIRST_TIMER | 194d | `2026-03-29T17:28:59Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
|
| 235 |
| `DavidSolanas` | [profile](https://github.com/DavidSolanas) | no | FIRST_TIME_CONTRIBUTOR | 2757d | `2026-04-15T08:44:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 236 |
| `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
|
|
|
|
| 237 |
| `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 238 |
| `Dippp10` | [profile](https://github.com/Dippp10) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-04-11T14:17:32Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
|
| 239 |
| `divyanks` | [profile](https://github.com/divyanks) | no | NONE | 4327d | `2026-03-17T16:51:46Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
|
|
|
| 393 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atarekziade)
|
| 394 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atarekziade)
|
| 395 |
- repo first seen: `2026-01-21T16:52:29Z`
|
| 396 |
+
- repo last seen: `2026-05-14T19:28:16Z`
|
| 397 |
- first seen in snapshot: **no**
|
| 398 |
- repo association: **MEMBER**
|
| 399 |
+
- repo primary artifacts: **94**
|
| 400 |
+
- snapshot authored PRs/issues: **88 PRs / 6 issues**
|
| 401 |
+
- snapshot discussion activity: **172 comments / 193 reviews / 184 review comments**
|
| 402 |
- account age: **5839 days**
|
| 403 |
- recent public PR activity: **108 PRs** (92 merged / 3 closed-unmerged / 13 open; merged rate **85%**, closed-unmerged rate **3%**, open rate **12%**)
|
| 404 |
- public orgs: `AFPy`, `faitmain`, `circus-tent`
|
|
|
|
| 406 |
- heuristic read: **extremely high recent PR volume; broad repo spread; targets high-star repos**
|
| 407 |
|
| 408 |
Example artifacts:
|
| 409 |
+
- [PR #45983: bugfix(ci): avoid E2BIG in pr_slow_ci_suggestion ](https://github.com/huggingface/transformers/pull/45983) — open
|
| 410 |
- [PR #45933: pass the otel secrets](https://github.com/huggingface/transformers/pull/45933) — closed, merged
|
| 411 |
- [PR #45932: DO NOT MERGE testing grafana](https://github.com/huggingface/transformers/pull/45932) — open
|
|
|
|
| 412 |
- [Issue #45458: Add typing support incrementally (meta issue)](https://github.com/huggingface/transformers/issues/45458) — closed
|
| 413 |
- [Issue #44740: Run model linter on new models additions](https://github.com/huggingface/transformers/issues/44740) — closed
|
| 414 |
- [Issue #44619: Plug model rule in development flow and extend it](https://github.com/huggingface/transformers/issues/44619) — closed
|
|
|
|
| 516 |
- profile: [github.com/stevhliu](https://github.com/stevhliu)
|
| 517 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astevhliu)
|
| 518 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astevhliu)
|
| 519 |
+
- repo first seen: `2024-02-08T22:19:09Z`
|
| 520 |
- repo last seen: `2026-05-13T17:40:26Z`
|
| 521 |
- first seen in snapshot: **no**
|
| 522 |
- repo association: **MEMBER**
|
| 523 |
+
- repo primary artifacts: **51**
|
| 524 |
+
- snapshot authored PRs/issues: **49 PRs / 2 issues**
|
| 525 |
- snapshot discussion activity: **27 comments / 132 reviews / 232 review comments**
|
| 526 |
- account age: **2296 days**
|
| 527 |
- recent public PR activity: **30 PRs** (25 merged / 0 closed-unmerged / 5 open; merged rate **83%**, closed-unmerged rate **0%**, open rate **17%**)
|
|
|
|
| 534 |
- [PR #45947: [docs] chat template prefill](https://github.com/huggingface/transformers/pull/45947) — closed, merged
|
| 535 |
- [PR #45900: [docs] ALMModelTest](https://github.com/huggingface/transformers/pull/45900) — closed, merged
|
| 536 |
- [Issue #36979: [Community contributions] Model cards](https://github.com/huggingface/transformers/issues/36979) — closed
|
| 537 |
+
- [Issue #28936: [i18n-es] Translating docs to Spanish](https://github.com/huggingface/transformers/issues/28936) — open
|
| 538 |
|
| 539 |
### `SunMarc`
|
| 540 |
|
|
|
|
| 1890 |
- [PR #45679: TST Run fast PEFT tests in normal CI](https://github.com/huggingface/transformers/pull/45679) — open
|
| 1891 |
- [PR #44592: FIX Multiple PEFT errors after v5 transition](https://github.com/huggingface/transformers/pull/44592) — closed, merged
|
| 1892 |
|
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|
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|
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|
|
|
|
| 1893 |
### `kmswin1`
|
| 1894 |
|
| 1895 |
- profile: [github.com/kmswin1](https://github.com/kmswin1)
|
|
|
|
| 2215 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acatwell)
|
| 2216 |
- repo first seen: `2026-05-14T17:00:06Z`
|
| 2217 |
- repo last seen: `2026-05-14T17:51:35Z`
|
| 2218 |
+
- first seen in snapshot: **no**
|
| 2219 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2220 |
- repo primary artifacts: **2**
|
| 2221 |
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
|
|
|
| 3278 |
- [PR #43451: Add Molmo2](https://github.com/huggingface/transformers/pull/43451) — open
|
| 3279 |
- [PR #43448: Add Molmo](https://github.com/huggingface/transformers/pull/43448) — open
|
| 3280 |
|
| 3281 |
+
### `xenova`
|
| 3282 |
+
|
| 3283 |
+
- profile: [github.com/xenova](https://github.com/xenova)
|
| 3284 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Axenova)
|
| 3285 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Axenova)
|
| 3286 |
+
- repo first seen: `2025-11-18T16:26:23Z`
|
| 3287 |
+
- repo last seen: `2026-04-24T14:23:25Z`
|
| 3288 |
+
- first seen in snapshot: **no**
|
| 3289 |
+
- repo association: **MEMBER**
|
| 3290 |
+
- repo primary artifacts: **6**
|
| 3291 |
+
- snapshot authored PRs/issues: **3 PRs / 3 issues**
|
| 3292 |
+
- snapshot discussion activity: **11 comments / 16 reviews / 17 review comments**
|
| 3293 |
+
- account age: **3317 days**
|
| 3294 |
+
- recent public PR activity: **61 PRs** (52 merged / 1 closed-unmerged / 8 open; merged rate **85%**, closed-unmerged rate **2%**, open rate **13%**)
|
| 3295 |
+
- public orgs: none visible
|
| 3296 |
+
- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
|
| 3297 |
+
- heuristic read: **high recent PR volume; targets high-star repos**
|
| 3298 |
+
|
| 3299 |
+
Example artifacts:
|
| 3300 |
+
- [PR #44763: [nemotron_h] Add support for MLP mixers](https://github.com/huggingface/transformers/pull/44763) — closed, merged
|
| 3301 |
+
- [PR #44729: Avoid floating point math for ceil operations](https://github.com/huggingface/transformers/pull/44729) — open
|
| 3302 |
+
- [PR #43473: Fix Apertus model loading (NotImplementedError: Cannot copy out of meta tensor; no data!)](https://github.com/huggingface/transformers/pull/43473) — closed, merged
|
| 3303 |
+
- [Issue #44779: Deepseek tokenizer produces incorrect results as of v5 (works in v4)](https://github.com/huggingface/transformers/issues/44779) — closed
|
| 3304 |
+
- [Issue #44496: ValueError: Unrecognized model in allenai/Olmo-Hybrid-Instruct-SFT-7B. Should have a `model_type` key in its config.json.](https://github.com/huggingface/transformers/issues/44496) — closed
|
| 3305 |
+
- [Issue #43452: gguf_file breaks for AutoTokenizer.from_pretrained and AutoModelForCausalLM.from_pretrained](https://github.com/huggingface/transformers/issues/43452) — closed
|
| 3306 |
+
|
| 3307 |
### `Aravind-11`
|
| 3308 |
|
| 3309 |
- profile: [github.com/Aravind-11](https://github.com/Aravind-11)
|
|
|
|
| 3356 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akhushali9)
|
| 3357 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akhushali9)
|
| 3358 |
- repo first seen: `2025-11-26T16:41:09Z`
|
| 3359 |
+
- repo last seen: `2026-05-14T19:54:29Z`
|
| 3360 |
- first seen in snapshot: **no**
|
| 3361 |
- repo association: **CONTRIBUTOR**
|
| 3362 |
- repo primary artifacts: **3**
|
| 3363 |
- snapshot authored PRs/issues: **3 PRs / 0 issues**
|
| 3364 |
+
- snapshot discussion activity: **28 comments / 15 reviews / 15 review comments**
|
| 3365 |
- account age: **4226 days**
|
| 3366 |
- recent public PR activity: **9 PRs** (1 merged / 5 closed-unmerged / 3 open; merged rate **11%**, closed-unmerged rate **56%**, open rate **33%**)
|
| 3367 |
- public orgs: `systers`, `crowdresearch`
|
|
|
|
| 4847 |
Example artifacts:
|
| 4848 |
- [PR #45868: feat(t5gemma2): add Flash Attention 2 support](https://github.com/huggingface/transformers/pull/45868) — open
|
| 4849 |
|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
| 4850 |
### `AkshajKashyap`
|
| 4851 |
|
| 4852 |
- profile: [github.com/AkshajKashyap](https://github.com/AkshajKashyap)
|
|
|
|
| 5435 |
Example artifacts:
|
| 5436 |
- [PR #45537: NVFP4 quantization: streaming loader, fused MoE experts (Qwen + Llama…](https://github.com/huggingface/transformers/pull/45537) — closed
|
| 5437 |
|
|
|
|
|
|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
| 5438 |
### `Dhruv908615`
|
| 5439 |
|
| 5440 |
- profile: [github.com/Dhruv908615](https://github.com/Dhruv908615)
|
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:bcbe5efaf510cb3f7a5aba4644dea757f3d8662880b5c3f734d56db9325fa7fe
|
| 3 |
+
size 62577
|
pr-scope-clusters.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
-
"snapshot_id": "
|
| 4 |
-
"generated_at": "2026-05-
|
| 5 |
"cluster_count": 50,
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
|
@@ -209,7 +209,7 @@
|
|
| 209 |
"left_pr_number": 43636,
|
| 210 |
"right_pr_number": 43651,
|
| 211 |
"similarity": 0.44,
|
| 212 |
-
"content_similarity": 0.
|
| 213 |
"size_similarity": 0.611,
|
| 214 |
"breadth_similarity": 1.0,
|
| 215 |
"concentration_similarity": 1.0,
|
|
@@ -225,7 +225,7 @@
|
|
| 225 |
"left_pr_number": 44189,
|
| 226 |
"right_pr_number": 45055,
|
| 227 |
"similarity": 0.439,
|
| 228 |
-
"content_similarity": 0.
|
| 229 |
"size_similarity": 0.75,
|
| 230 |
"breadth_similarity": 1.0,
|
| 231 |
"concentration_similarity": 1.0,
|
|
@@ -241,7 +241,7 @@
|
|
| 241 |
"left_pr_number": 43636,
|
| 242 |
"right_pr_number": 45067,
|
| 243 |
"similarity": 0.437,
|
| 244 |
-
"content_similarity": 0.
|
| 245 |
"size_similarity": 0.44,
|
| 246 |
"breadth_similarity": 1.0,
|
| 247 |
"concentration_similarity": 1.0,
|
|
@@ -272,7 +272,7 @@
|
|
| 272 |
{
|
| 273 |
"left_pr_number": 44189,
|
| 274 |
"right_pr_number": 44257,
|
| 275 |
-
"similarity": 0.
|
| 276 |
"content_similarity": 0.259,
|
| 277 |
"size_similarity": 0.667,
|
| 278 |
"breadth_similarity": 1.0,
|
|
@@ -321,7 +321,7 @@
|
|
| 321 |
"left_pr_number": 43651,
|
| 322 |
"right_pr_number": 44660,
|
| 323 |
"similarity": 0.424,
|
| 324 |
-
"content_similarity": 0.
|
| 325 |
"size_similarity": 0.333,
|
| 326 |
"breadth_similarity": 1.0,
|
| 327 |
"concentration_similarity": 1.0,
|
|
@@ -385,7 +385,7 @@
|
|
| 385 |
"left_pr_number": 44257,
|
| 386 |
"right_pr_number": 45067,
|
| 387 |
"similarity": 0.4,
|
| 388 |
-
"content_similarity": 0.
|
| 389 |
"size_similarity": 0.24,
|
| 390 |
"breadth_similarity": 1.0,
|
| 391 |
"concentration_similarity": 1.0,
|
|
@@ -464,7 +464,7 @@
|
|
| 464 |
{
|
| 465 |
"left_pr_number": 44123,
|
| 466 |
"right_pr_number": 44660,
|
| 467 |
-
"similarity": 0.
|
| 468 |
"content_similarity": 0.32,
|
| 469 |
"size_similarity": 0.109,
|
| 470 |
"breadth_similarity": 1.0,
|
|
@@ -481,7 +481,7 @@
|
|
| 481 |
"left_pr_number": 45055,
|
| 482 |
"right_pr_number": 45273,
|
| 483 |
"similarity": 0.386,
|
| 484 |
-
"content_similarity": 0.
|
| 485 |
"size_similarity": 0.667,
|
| 486 |
"breadth_similarity": 1.0,
|
| 487 |
"concentration_similarity": 1.0,
|
|
@@ -561,7 +561,7 @@
|
|
| 561 |
"left_pr_number": 45055,
|
| 562 |
"right_pr_number": 45067,
|
| 563 |
"similarity": 0.376,
|
| 564 |
-
"content_similarity": 0.
|
| 565 |
"size_similarity": 0.12,
|
| 566 |
"breadth_similarity": 1.0,
|
| 567 |
"concentration_similarity": 1.0,
|
|
@@ -656,7 +656,7 @@
|
|
| 656 |
{
|
| 657 |
"left_pr_number": 45067,
|
| 658 |
"right_pr_number": 45273,
|
| 659 |
-
"similarity": 0.
|
| 660 |
"content_similarity": 0.265,
|
| 661 |
"size_similarity": 0.08,
|
| 662 |
"breadth_similarity": 1.0,
|
|
@@ -802,7 +802,7 @@
|
|
| 802 |
"left_pr_number": 45294,
|
| 803 |
"right_pr_number": 45438,
|
| 804 |
"similarity": 0.759,
|
| 805 |
-
"content_similarity": 0.
|
| 806 |
"size_similarity": 0.42,
|
| 807 |
"breadth_similarity": 1.0,
|
| 808 |
"concentration_similarity": 0.989,
|
|
@@ -1003,7 +1003,7 @@
|
|
| 1003 |
45668
|
| 1004 |
],
|
| 1005 |
"representative_pr_number": 45546,
|
| 1006 |
-
"average_similarity": 0.
|
| 1007 |
"summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.",
|
| 1008 |
"shared_filenames": [
|
| 1009 |
"src/transformers/integrations/ggml.py",
|
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@@ -1110,7 +1110,7 @@
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{
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"left_pr_number": 45296,
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"right_pr_number": 45668,
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| 1113 |
-
"similarity": 0.
|
| 1114 |
"content_similarity": 0.633,
|
| 1115 |
"size_similarity": 0.445,
|
| 1116 |
"breadth_similarity": 1.0,
|
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@@ -1324,7 +1324,7 @@
|
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| 1324 |
{
|
| 1325 |
"left_pr_number": 45421,
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"right_pr_number": 45635,
|
| 1327 |
-
"similarity": 0.
|
| 1328 |
"content_similarity": 0.38,
|
| 1329 |
"size_similarity": 0.803,
|
| 1330 |
"breadth_similarity": 0.5,
|
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@@ -1342,7 +1342,7 @@
|
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| 1342 |
{
|
| 1343 |
"left_pr_number": 44974,
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| 1344 |
"right_pr_number": 45666,
|
| 1345 |
-
"similarity": 0.
|
| 1346 |
"content_similarity": 0.429,
|
| 1347 |
"size_similarity": 0.442,
|
| 1348 |
"breadth_similarity": 0.657,
|
|
@@ -1364,7 +1364,7 @@
|
|
| 1364 |
"left_pr_number": 44974,
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| 1365 |
"right_pr_number": 45421,
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| 1366 |
"similarity": 0.422,
|
| 1367 |
-
"content_similarity": 0.
|
| 1368 |
"size_similarity": 0.735,
|
| 1369 |
"breadth_similarity": 0.667,
|
| 1370 |
"concentration_similarity": 0.657,
|
|
@@ -1456,7 +1456,7 @@
|
|
| 1456 |
"left_pr_number": 39683,
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| 1457 |
"right_pr_number": 45979,
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| 1458 |
"similarity": 0.455,
|
| 1459 |
-
"content_similarity": 0.
|
| 1460 |
"size_similarity": 0.418,
|
| 1461 |
"breadth_similarity": 0.75,
|
| 1462 |
"concentration_similarity": 1.0,
|
|
@@ -1472,7 +1472,7 @@
|
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| 1472 |
{
|
| 1473 |
"left_pr_number": 34667,
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"right_pr_number": 44872,
|
| 1475 |
-
"similarity": 0.
|
| 1476 |
"content_similarity": 0.349,
|
| 1477 |
"size_similarity": 0.273,
|
| 1478 |
"breadth_similarity": 1.0,
|
|
@@ -1962,7 +1962,7 @@
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| 1962 |
45077
|
| 1963 |
],
|
| 1964 |
"representative_pr_number": 45077,
|
| 1965 |
-
"average_similarity": 0.
|
| 1966 |
"summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.",
|
| 1967 |
"shared_filenames": [
|
| 1968 |
".github/workflows/build-ci-docker-images.yml",
|
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@@ -1982,8 +1982,8 @@
|
|
| 1982 |
{
|
| 1983 |
"left_pr_number": 42975,
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| 1984 |
"right_pr_number": 45077,
|
| 1985 |
-
"similarity": 0.
|
| 1986 |
-
"content_similarity": 0.
|
| 1987 |
"size_similarity": 0.731,
|
| 1988 |
"breadth_similarity": 0.833,
|
| 1989 |
"concentration_similarity": 1.0,
|
|
@@ -2007,8 +2007,8 @@
|
|
| 2007 |
{
|
| 2008 |
"left_pr_number": 42976,
|
| 2009 |
"right_pr_number": 45077,
|
| 2010 |
-
"similarity": 0.
|
| 2011 |
-
"content_similarity": 0.
|
| 2012 |
"size_similarity": 0.074,
|
| 2013 |
"breadth_similarity": 0.659,
|
| 2014 |
"concentration_similarity": 1.0,
|
|
@@ -2027,8 +2027,8 @@
|
|
| 2027 |
{
|
| 2028 |
"left_pr_number": 42975,
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| 2029 |
"right_pr_number": 42976,
|
| 2030 |
-
"similarity": 0.
|
| 2031 |
-
"content_similarity": 0.
|
| 2032 |
"size_similarity": 0.101,
|
| 2033 |
"breadth_similarity": 0.606,
|
| 2034 |
"concentration_similarity": 1.0,
|
|
@@ -2070,7 +2070,7 @@
|
|
| 2070 |
"left_pr_number": 41097,
|
| 2071 |
"right_pr_number": 43549,
|
| 2072 |
"similarity": 0.548,
|
| 2073 |
-
"content_similarity": 0.
|
| 2074 |
"size_similarity": 0.6,
|
| 2075 |
"breadth_similarity": 1.0,
|
| 2076 |
"concentration_similarity": 1.0,
|
|
@@ -2085,7 +2085,7 @@
|
|
| 2085 |
{
|
| 2086 |
"left_pr_number": 43549,
|
| 2087 |
"right_pr_number": 44547,
|
| 2088 |
-
"similarity": 0.
|
| 2089 |
"content_similarity": 0.352,
|
| 2090 |
"size_similarity": 0.267,
|
| 2091 |
"breadth_similarity": 1.0,
|
|
@@ -2383,7 +2383,7 @@
|
|
| 2383 |
{
|
| 2384 |
"left_pr_number": 45548,
|
| 2385 |
"right_pr_number": 45649,
|
| 2386 |
-
"similarity": 0.
|
| 2387 |
"content_similarity": 0.343,
|
| 2388 |
"size_similarity": 0.149,
|
| 2389 |
"breadth_similarity": 0.75,
|
|
@@ -2437,7 +2437,7 @@
|
|
| 2437 |
"left_pr_number": 44615,
|
| 2438 |
"right_pr_number": 45524,
|
| 2439 |
"similarity": 0.42,
|
| 2440 |
-
"content_similarity": 0.
|
| 2441 |
"size_similarity": 0.229,
|
| 2442 |
"breadth_similarity": 1.0,
|
| 2443 |
"concentration_similarity": 1.0,
|
|
@@ -2619,7 +2619,7 @@
|
|
| 2619 |
"left_pr_number": 33686,
|
| 2620 |
"right_pr_number": 44407,
|
| 2621 |
"similarity": 0.353,
|
| 2622 |
-
"content_similarity": 0.
|
| 2623 |
"size_similarity": 0.957,
|
| 2624 |
"breadth_similarity": 1.0,
|
| 2625 |
"concentration_similarity": 1.0,
|
|
@@ -3342,7 +3342,7 @@
|
|
| 3342 |
"left_pr_number": 45974,
|
| 3343 |
"right_pr_number": 45975,
|
| 3344 |
"similarity": 0.597,
|
| 3345 |
-
"content_similarity": 0.
|
| 3346 |
"size_similarity": 0.451,
|
| 3347 |
"breadth_similarity": 1.0,
|
| 3348 |
"concentration_similarity": 0.975,
|
|
@@ -3366,7 +3366,7 @@
|
|
| 3366 |
44116
|
| 3367 |
],
|
| 3368 |
"representative_pr_number": 44101,
|
| 3369 |
-
"average_similarity": 0.
|
| 3370 |
"summary": "2 open PRs share weighted file overlap around `src/transformers/models/flaubert/modeling_flaubert.py`; representative PR #44101.",
|
| 3371 |
"shared_filenames": [
|
| 3372 |
"src/transformers/models/flaubert/modeling_flaubert.py"
|
|
@@ -3381,7 +3381,7 @@
|
|
| 3381 |
{
|
| 3382 |
"left_pr_number": 44101,
|
| 3383 |
"right_pr_number": 44116,
|
| 3384 |
-
"similarity": 0.
|
| 3385 |
"content_similarity": 0.615,
|
| 3386 |
"size_similarity": 0.319,
|
| 3387 |
"breadth_similarity": 0.5,
|
|
@@ -3440,7 +3440,7 @@
|
|
| 3440 |
43649
|
| 3441 |
],
|
| 3442 |
"representative_pr_number": 43532,
|
| 3443 |
-
"average_similarity": 0.
|
| 3444 |
"summary": "2 open PRs share weighted file overlap around `.github/workflows/self-comment-ci.yml`, `utils/notification_service.py`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
|
| 3445 |
"shared_filenames": [
|
| 3446 |
".github/workflows/self-comment-ci.yml",
|
|
@@ -3460,8 +3460,8 @@
|
|
| 3460 |
{
|
| 3461 |
"left_pr_number": 43532,
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| 3462 |
"right_pr_number": 43649,
|
| 3463 |
-
"similarity": 0.
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| 3464 |
-
"content_similarity": 0.
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| 3465 |
"size_similarity": 0.395,
|
| 3466 |
"breadth_similarity": 0.875,
|
| 3467 |
"concentration_similarity": 0.893,
|
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@@ -3835,7 +3835,7 @@
|
|
| 3835 |
"left_pr_number": 45202,
|
| 3836 |
"right_pr_number": 45883,
|
| 3837 |
"similarity": 0.437,
|
| 3838 |
-
"content_similarity": 0.
|
| 3839 |
"size_similarity": 0.027,
|
| 3840 |
"breadth_similarity": 1.0,
|
| 3841 |
"concentration_similarity": 1.0,
|
|
|
|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
+
"snapshot_id": "20260515T000050Z",
|
| 4 |
+
"generated_at": "2026-05-15T00:01:08Z",
|
| 5 |
"cluster_count": 50,
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
|
|
|
| 209 |
"left_pr_number": 43636,
|
| 210 |
"right_pr_number": 43651,
|
| 211 |
"similarity": 0.44,
|
| 212 |
+
"content_similarity": 0.284,
|
| 213 |
"size_similarity": 0.611,
|
| 214 |
"breadth_similarity": 1.0,
|
| 215 |
"concentration_similarity": 1.0,
|
|
|
|
| 225 |
"left_pr_number": 44189,
|
| 226 |
"right_pr_number": 45055,
|
| 227 |
"similarity": 0.439,
|
| 228 |
+
"content_similarity": 0.253,
|
| 229 |
"size_similarity": 0.75,
|
| 230 |
"breadth_similarity": 1.0,
|
| 231 |
"concentration_similarity": 1.0,
|
|
|
|
| 241 |
"left_pr_number": 43636,
|
| 242 |
"right_pr_number": 45067,
|
| 243 |
"similarity": 0.437,
|
| 244 |
+
"content_similarity": 0.316,
|
| 245 |
"size_similarity": 0.44,
|
| 246 |
"breadth_similarity": 1.0,
|
| 247 |
"concentration_similarity": 1.0,
|
|
|
|
| 272 |
{
|
| 273 |
"left_pr_number": 44189,
|
| 274 |
"right_pr_number": 44257,
|
| 275 |
+
"similarity": 0.432,
|
| 276 |
"content_similarity": 0.259,
|
| 277 |
"size_similarity": 0.667,
|
| 278 |
"breadth_similarity": 1.0,
|
|
|
|
| 321 |
"left_pr_number": 43651,
|
| 322 |
"right_pr_number": 44660,
|
| 323 |
"similarity": 0.424,
|
| 324 |
+
"content_similarity": 0.321,
|
| 325 |
"size_similarity": 0.333,
|
| 326 |
"breadth_similarity": 1.0,
|
| 327 |
"concentration_similarity": 1.0,
|
|
|
|
| 385 |
"left_pr_number": 44257,
|
| 386 |
"right_pr_number": 45067,
|
| 387 |
"similarity": 0.4,
|
| 388 |
+
"content_similarity": 0.306,
|
| 389 |
"size_similarity": 0.24,
|
| 390 |
"breadth_similarity": 1.0,
|
| 391 |
"concentration_similarity": 1.0,
|
|
|
|
| 464 |
{
|
| 465 |
"left_pr_number": 44123,
|
| 466 |
"right_pr_number": 44660,
|
| 467 |
+
"similarity": 0.391,
|
| 468 |
"content_similarity": 0.32,
|
| 469 |
"size_similarity": 0.109,
|
| 470 |
"breadth_similarity": 1.0,
|
|
|
|
| 481 |
"left_pr_number": 45055,
|
| 482 |
"right_pr_number": 45273,
|
| 483 |
"similarity": 0.386,
|
| 484 |
+
"content_similarity": 0.195,
|
| 485 |
"size_similarity": 0.667,
|
| 486 |
"breadth_similarity": 1.0,
|
| 487 |
"concentration_similarity": 1.0,
|
|
|
|
| 561 |
"left_pr_number": 45055,
|
| 562 |
"right_pr_number": 45067,
|
| 563 |
"similarity": 0.376,
|
| 564 |
+
"content_similarity": 0.298,
|
| 565 |
"size_similarity": 0.12,
|
| 566 |
"breadth_similarity": 1.0,
|
| 567 |
"concentration_similarity": 1.0,
|
|
|
|
| 656 |
{
|
| 657 |
"left_pr_number": 45067,
|
| 658 |
"right_pr_number": 45273,
|
| 659 |
+
"similarity": 0.348,
|
| 660 |
"content_similarity": 0.265,
|
| 661 |
"size_similarity": 0.08,
|
| 662 |
"breadth_similarity": 1.0,
|
|
|
|
| 802 |
"left_pr_number": 45294,
|
| 803 |
"right_pr_number": 45438,
|
| 804 |
"similarity": 0.759,
|
| 805 |
+
"content_similarity": 0.782,
|
| 806 |
"size_similarity": 0.42,
|
| 807 |
"breadth_similarity": 1.0,
|
| 808 |
"concentration_similarity": 0.989,
|
|
|
|
| 1003 |
45668
|
| 1004 |
],
|
| 1005 |
"representative_pr_number": 45546,
|
| 1006 |
+
"average_similarity": 0.749,
|
| 1007 |
"summary": "4 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.",
|
| 1008 |
"shared_filenames": [
|
| 1009 |
"src/transformers/integrations/ggml.py",
|
|
|
|
| 1110 |
{
|
| 1111 |
"left_pr_number": 45296,
|
| 1112 |
"right_pr_number": 45668,
|
| 1113 |
+
"similarity": 0.658,
|
| 1114 |
"content_similarity": 0.633,
|
| 1115 |
"size_similarity": 0.445,
|
| 1116 |
"breadth_similarity": 1.0,
|
|
|
|
| 1324 |
{
|
| 1325 |
"left_pr_number": 45421,
|
| 1326 |
"right_pr_number": 45635,
|
| 1327 |
+
"similarity": 0.466,
|
| 1328 |
"content_similarity": 0.38,
|
| 1329 |
"size_similarity": 0.803,
|
| 1330 |
"breadth_similarity": 0.5,
|
|
|
|
| 1342 |
{
|
| 1343 |
"left_pr_number": 44974,
|
| 1344 |
"right_pr_number": 45666,
|
| 1345 |
+
"similarity": 0.461,
|
| 1346 |
"content_similarity": 0.429,
|
| 1347 |
"size_similarity": 0.442,
|
| 1348 |
"breadth_similarity": 0.657,
|
|
|
|
| 1364 |
"left_pr_number": 44974,
|
| 1365 |
"right_pr_number": 45421,
|
| 1366 |
"similarity": 0.422,
|
| 1367 |
+
"content_similarity": 0.304,
|
| 1368 |
"size_similarity": 0.735,
|
| 1369 |
"breadth_similarity": 0.667,
|
| 1370 |
"concentration_similarity": 0.657,
|
|
|
|
| 1456 |
"left_pr_number": 39683,
|
| 1457 |
"right_pr_number": 45979,
|
| 1458 |
"similarity": 0.455,
|
| 1459 |
+
"content_similarity": 0.382,
|
| 1460 |
"size_similarity": 0.418,
|
| 1461 |
"breadth_similarity": 0.75,
|
| 1462 |
"concentration_similarity": 1.0,
|
|
|
|
| 1472 |
{
|
| 1473 |
"left_pr_number": 34667,
|
| 1474 |
"right_pr_number": 44872,
|
| 1475 |
+
"similarity": 0.436,
|
| 1476 |
"content_similarity": 0.349,
|
| 1477 |
"size_similarity": 0.273,
|
| 1478 |
"breadth_similarity": 1.0,
|
|
|
|
| 1962 |
45077
|
| 1963 |
],
|
| 1964 |
"representative_pr_number": 45077,
|
| 1965 |
+
"average_similarity": 0.522,
|
| 1966 |
"summary": "3 open PRs share weighted file overlap around `.github/workflows/build-ci-docker-images.yml`, `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`; representative PR #45077.",
|
| 1967 |
"shared_filenames": [
|
| 1968 |
".github/workflows/build-ci-docker-images.yml",
|
|
|
|
| 1982 |
{
|
| 1983 |
"left_pr_number": 42975,
|
| 1984 |
"right_pr_number": 45077,
|
| 1985 |
+
"similarity": 0.675,
|
| 1986 |
+
"content_similarity": 0.618,
|
| 1987 |
"size_similarity": 0.731,
|
| 1988 |
"breadth_similarity": 0.833,
|
| 1989 |
"concentration_similarity": 1.0,
|
|
|
|
| 2007 |
{
|
| 2008 |
"left_pr_number": 42976,
|
| 2009 |
"right_pr_number": 45077,
|
| 2010 |
+
"similarity": 0.485,
|
| 2011 |
+
"content_similarity": 0.511,
|
| 2012 |
"size_similarity": 0.074,
|
| 2013 |
"breadth_similarity": 0.659,
|
| 2014 |
"concentration_similarity": 1.0,
|
|
|
|
| 2027 |
{
|
| 2028 |
"left_pr_number": 42975,
|
| 2029 |
"right_pr_number": 42976,
|
| 2030 |
+
"similarity": 0.406,
|
| 2031 |
+
"content_similarity": 0.4,
|
| 2032 |
"size_similarity": 0.101,
|
| 2033 |
"breadth_similarity": 0.606,
|
| 2034 |
"concentration_similarity": 1.0,
|
|
|
|
| 2070 |
"left_pr_number": 41097,
|
| 2071 |
"right_pr_number": 43549,
|
| 2072 |
"similarity": 0.548,
|
| 2073 |
+
"content_similarity": 0.44,
|
| 2074 |
"size_similarity": 0.6,
|
| 2075 |
"breadth_similarity": 1.0,
|
| 2076 |
"concentration_similarity": 1.0,
|
|
|
|
| 2085 |
{
|
| 2086 |
"left_pr_number": 43549,
|
| 2087 |
"right_pr_number": 44547,
|
| 2088 |
+
"similarity": 0.437,
|
| 2089 |
"content_similarity": 0.352,
|
| 2090 |
"size_similarity": 0.267,
|
| 2091 |
"breadth_similarity": 1.0,
|
|
|
|
| 2383 |
{
|
| 2384 |
"left_pr_number": 45548,
|
| 2385 |
"right_pr_number": 45649,
|
| 2386 |
+
"similarity": 0.388,
|
| 2387 |
"content_similarity": 0.343,
|
| 2388 |
"size_similarity": 0.149,
|
| 2389 |
"breadth_similarity": 0.75,
|
|
|
|
| 2437 |
"left_pr_number": 44615,
|
| 2438 |
"right_pr_number": 45524,
|
| 2439 |
"similarity": 0.42,
|
| 2440 |
+
"content_similarity": 0.337,
|
| 2441 |
"size_similarity": 0.229,
|
| 2442 |
"breadth_similarity": 1.0,
|
| 2443 |
"concentration_similarity": 1.0,
|
|
|
|
| 2619 |
"left_pr_number": 33686,
|
| 2620 |
"right_pr_number": 44407,
|
| 2621 |
"similarity": 0.353,
|
| 2622 |
+
"content_similarity": 0.085,
|
| 2623 |
"size_similarity": 0.957,
|
| 2624 |
"breadth_similarity": 1.0,
|
| 2625 |
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state/watermark.json
CHANGED
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