Refresh transformers dataset snapshot 20260418T060534Z
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README.md
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"window_anchor": "run_time",
|
| 21 |
"window_anchor_cacheable": false,
|
| 22 |
+
"enrichment_elapsed_seconds": 0.432,
|
| 23 |
+
"enrichment_avg_seconds_per_author": 0.001,
|
| 24 |
+
"enrichment_failures": 3
|
| 25 |
},
|
| 26 |
"contributors": [
|
| 27 |
{
|
|
|
|
| 7212 |
},
|
| 7213 |
"fetch_error": null
|
| 7214 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
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|
|
|
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|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
| 7215 |
{
|
| 7216 |
"author_login": "Aftabbs",
|
| 7217 |
"name": "Aftab",
|
|
|
|
| 11379 |
},
|
| 11380 |
"fetch_error": null
|
| 11381 |
},
|
| 11382 |
+
{
|
| 11383 |
+
"author_login": "23atharvaS",
|
| 11384 |
+
"name": "atharva sawant (contributor account)",
|
| 11385 |
+
"profile_url": "https://github.com/23atharvaS",
|
| 11386 |
+
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A23atharvaS",
|
| 11387 |
+
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A23atharvaS",
|
| 11388 |
+
"repo_first_seen_at": "2026-02-17T05:25:26Z",
|
| 11389 |
+
"repo_last_seen_at": "2026-02-18T07:24:42Z",
|
| 11390 |
+
"repo_primary_artifact_count": 2,
|
| 11391 |
+
"repo_artifact_count": 7,
|
| 11392 |
+
"snapshot_issue_count": 0,
|
| 11393 |
+
"snapshot_pr_count": 2,
|
| 11394 |
+
"snapshot_comment_count": 5,
|
| 11395 |
+
"snapshot_review_count": 0,
|
| 11396 |
+
"snapshot_review_comment_count": 0,
|
| 11397 |
+
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 11398 |
+
"new_to_repo": false,
|
| 11399 |
+
"first_seen_in_snapshot": false,
|
| 11400 |
+
"known_via_prior_merged_pr": false,
|
| 11401 |
+
"report_reason": null,
|
| 11402 |
+
"enrichment_source": "previous_report",
|
| 11403 |
+
"live_refetch_skipped": true,
|
| 11404 |
+
"account_age_days": 161,
|
| 11405 |
+
"young_account": true,
|
| 11406 |
+
"follow_through_score": "weak",
|
| 11407 |
+
"breadth_score": "low",
|
| 11408 |
+
"automation_risk_signal": "medium",
|
| 11409 |
+
"heuristic_note": "young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos",
|
| 11410 |
+
"public_orgs": [],
|
| 11411 |
+
"activity": {
|
| 11412 |
+
"visible_authored_pr_count": 2,
|
| 11413 |
+
"merged_pr_count": 0,
|
| 11414 |
+
"closed_unmerged_pr_count": 1,
|
| 11415 |
+
"open_pr_count": 1,
|
| 11416 |
+
"merged_pr_rate": 0.0,
|
| 11417 |
+
"closed_unmerged_pr_rate": 0.5,
|
| 11418 |
+
"still_open_pr_rate": 0.5,
|
| 11419 |
+
"distinct_repos_with_authored_prs": 1,
|
| 11420 |
+
"distinct_repos_with_open_prs": 1
|
| 11421 |
+
},
|
| 11422 |
+
"examples": {
|
| 11423 |
+
"pull_requests": [
|
| 11424 |
+
{
|
| 11425 |
+
"kind": "pull_request",
|
| 11426 |
+
"number": 44114,
|
| 11427 |
+
"title": "Migrate wav2vec2, wav2vec2_conformer, and wav2vec2_bert to standardized output collection decorators",
|
| 11428 |
+
"url": "https://github.com/huggingface/transformers/pull/44114",
|
| 11429 |
+
"state": "open",
|
| 11430 |
+
"merged": false,
|
| 11431 |
+
"draft": false,
|
| 11432 |
+
"created_at": "2026-02-17T21:17:35Z"
|
| 11433 |
+
},
|
| 11434 |
+
{
|
| 11435 |
+
"kind": "pull_request",
|
| 11436 |
+
"number": 44067,
|
| 11437 |
+
"title": "Add `eval_on_end` argument to Trainer for final evaluation after training",
|
| 11438 |
+
"url": "https://github.com/huggingface/transformers/pull/44067",
|
| 11439 |
+
"state": "closed",
|
| 11440 |
+
"merged": false,
|
| 11441 |
+
"draft": false,
|
| 11442 |
+
"created_at": "2026-02-17T05:25:26Z"
|
| 11443 |
+
}
|
| 11444 |
+
],
|
| 11445 |
+
"issues": []
|
| 11446 |
+
},
|
| 11447 |
+
"fetch_error": null
|
| 11448 |
+
},
|
| 11449 |
{
|
| 11450 |
"author_login": "ethanknights",
|
| 11451 |
"name": "Ethan Knights",
|
|
|
|
| 19174 |
},
|
| 19175 |
"fetch_error": null
|
| 19176 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 19177 |
{
|
| 19178 |
"author_login": "jblox26",
|
| 19179 |
"name": null,
|
|
|
|
| 23758 |
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asongyuc",
|
| 23759 |
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asongyuc",
|
| 23760 |
"repo_first_seen_at": "2026-04-12T12:53:49Z",
|
| 23761 |
+
"repo_last_seen_at": "2026-04-18T05:56:35Z",
|
| 23762 |
"repo_primary_artifact_count": 1,
|
| 23763 |
+
"repo_artifact_count": 2,
|
| 23764 |
"snapshot_issue_count": 0,
|
| 23765 |
"snapshot_pr_count": 1,
|
| 23766 |
+
"snapshot_comment_count": 1,
|
| 23767 |
"snapshot_review_count": 0,
|
| 23768 |
"snapshot_review_comment_count": 0,
|
| 23769 |
+
"repo_association": "NONE",
|
| 23770 |
"new_to_repo": false,
|
| 23771 |
"first_seen_in_snapshot": false,
|
| 23772 |
"known_via_prior_merged_pr": false,
|
|
|
|
| 23798 |
"number": 45385,
|
| 23799 |
"title": "Ignore CLIP position_ids in unexpected key loading report",
|
| 23800 |
"url": "https://github.com/huggingface/transformers/pull/45385",
|
| 23801 |
+
"state": "closed",
|
| 23802 |
"merged": false,
|
| 23803 |
"draft": false,
|
| 23804 |
"created_at": "2026-04-12T12:53:49Z"
|
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 |
|
|
@@ -94,7 +94,6 @@
|
|
| 94 |
| `preetam1407` | [profile](https://github.com/preetam1407) | no | CONTRIBUTOR | 1939d | `2026-02-14T12:44:18Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 95 |
| `w4nderlust` | [profile](https://github.com/w4nderlust) | no | CONTRIBUTOR | 5740d | `2026-04-03T04:55:51Z` | 2 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 96 |
| `ionut-anghelina` | [profile](https://github.com/ionut-anghelina) | no | FIRST_TIME_CONTRIBUTOR | 556d | `2026-03-30T08:23:07Z` | 2 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 97 |
-
| `23atharvaS` | [profile](https://github.com/23atharvaS) | no | FIRST_TIME_CONTRIBUTOR | 161d | `2026-02-17T05:25:26Z` | 2 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
|
| 98 |
| `Aftabbs` | [profile](https://github.com/Aftabbs) | no | NONE | 1318d | `2026-04-12T08:48:26Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
|
| 99 |
| `akhilc08` | [profile](https://github.com/akhilc08) | no | NONE | 403d | `2026-04-03T17:43:21Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 100 |
| `akintunero` | [profile](https://github.com/akintunero) | no | CONTRIBUTOR | 3950d | `2026-03-30T13:48:47Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
@@ -155,6 +154,7 @@
|
|
| 155 |
| `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5827d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos |
|
| 156 |
| `Olexandr88` | [profile](https://github.com/Olexandr88) | no | CONTRIBUTOR | 1622d | `2025-12-26T13:28:31Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
|
| 157 |
| `thisisiron` | [profile](https://github.com/thisisiron) | no | CONTRIBUTOR | 3447d | `2025-08-20T15:17:54Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 158 |
| `ethanknights` | [profile](https://github.com/ethanknights) | no | CONTRIBUTOR | 3057d | `2025-06-27T22:12:42Z` | 2 | 0 | strong | low | low | 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 |
|
|
@@ -279,7 +279,6 @@
|
|
| 279 |
| `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
|
| 280 |
| `Jaredw2289-svg` | [profile](https://github.com/Jaredw2289-svg) | no | NONE | ?d | `2026-03-04T06:03:56Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
|
| 281 |
| `JasonCZMeng` | [profile](https://github.com/JasonCZMeng) | no | NONE | 3598d | `2026-03-07T18:33:40Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 282 |
-
| `Jay-IIT` | [profile](https://github.com/Jay-IIT) | no | FIRST_TIME_CONTRIBUTOR | ?d | `2026-02-17T05:12:11Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
|
| 283 |
| `jblox26` | [profile](https://github.com/jblox26) | no | NONE | 75d | `2026-03-05T14:50:06Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
|
| 284 |
| `Jess-Co-Del` | [profile](https://github.com/Jess-Co-Del) | no | FIRST_TIME_CONTRIBUTOR | 2201d | `2026-03-23T17:02:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 285 |
| `jIab-b` | [profile](https://github.com/jIab-b) | no | FIRST_TIME_CONTRIBUTOR | 580d | `2026-04-07T09:11:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
@@ -360,7 +359,7 @@
|
|
| 360 |
| `shhKnight30` | [profile](https://github.com/shhKnight30) | no | CONTRIBUTOR | 931d | `2026-04-04T10:29:57Z` | 1 | 0 | strong | low | low | targets high-star repos |
|
| 361 |
| `Shikhar-S` | [profile](https://github.com/Shikhar-S) | no | FIRST_TIME_CONTRIBUTOR | 3763d | `2026-04-10T04:26:05Z` | 1 | 0 | weak | low | low | high open PR share |
|
| 362 |
| `somAzzz` | [profile](https://github.com/somAzzz) | no | FIRST_TIMER | 3172d | `2026-02-25T22:43:41Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 363 |
-
| `songyuc` | [profile](https://github.com/songyuc) | no |
|
| 364 |
| `Spectual` | [profile](https://github.com/Spectual) | no | FIRST_TIME_CONTRIBUTOR | 1537d | `2026-04-16T06:54:56Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
|
| 365 |
| `stargazerwh` | [profile](https://github.com/stargazerwh) | no | NONE | 2935d | `2026-02-21T14:34:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 366 |
| `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 79d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
|
|
@@ -2398,28 +2397,6 @@ Example artifacts:
|
|
| 2398 |
- [PR #45111: Fix double softmax in MoE router load-balancing loss](https://github.com/huggingface/transformers/pull/45111) — closed
|
| 2399 |
- [Issue #45120: Double softmax in MoE router load-balancing loss (mixtral, qwen2_moe, qwen3_vl_moe families)](https://github.com/huggingface/transformers/issues/45120) — closed
|
| 2400 |
|
| 2401 |
-
### `23atharvaS`
|
| 2402 |
-
|
| 2403 |
-
- profile: [github.com/23atharvaS](https://github.com/23atharvaS)
|
| 2404 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A23atharvaS)
|
| 2405 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A23atharvaS)
|
| 2406 |
-
- repo first seen: `2026-02-17T05:25:26Z`
|
| 2407 |
-
- repo last seen: `2026-02-18T07:24:42Z`
|
| 2408 |
-
- first seen in snapshot: **no**
|
| 2409 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 2410 |
-
- repo primary artifacts: **2**
|
| 2411 |
-
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 2412 |
-
- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
|
| 2413 |
-
- account age: **161 days**
|
| 2414 |
-
- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
|
| 2415 |
-
- public orgs: none visible
|
| 2416 |
-
- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
|
| 2417 |
-
- heuristic read: **young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
|
| 2418 |
-
|
| 2419 |
-
Example artifacts:
|
| 2420 |
-
- [PR #44114: Migrate wav2vec2, wav2vec2_conformer, and wav2vec2_bert to standardized output collection decorators](https://github.com/huggingface/transformers/pull/44114) — open
|
| 2421 |
-
- [PR #44067: Add `eval_on_end` argument to Trainer for final evaluation after training](https://github.com/huggingface/transformers/pull/44067) — closed
|
| 2422 |
-
|
| 2423 |
### `Aftabbs`
|
| 2424 |
|
| 2425 |
- profile: [github.com/Aftabbs](https://github.com/Aftabbs)
|
|
@@ -3752,6 +3729,28 @@ Example artifacts:
|
|
| 3752 |
- [PR #40321: [WIP] Add Ovis2.5 ](https://github.com/huggingface/transformers/pull/40321) — closed
|
| 3753 |
- [Issue #45177: add DeepSeek-OCR2](https://github.com/huggingface/transformers/issues/45177) — open
|
| 3754 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3755 |
### `ethanknights`
|
| 3756 |
|
| 3757 |
- profile: [github.com/ethanknights](https://github.com/ethanknights)
|
|
@@ -6415,28 +6414,6 @@ Example artifacts:
|
|
| 6415 |
Example artifacts:
|
| 6416 |
- [PR #44516: fix(qwen2_5_vl): handle ragged batched input in apply_chat_template](https://github.com/huggingface/transformers/pull/44516) — closed
|
| 6417 |
|
| 6418 |
-
### `Jay-IIT`
|
| 6419 |
-
|
| 6420 |
-
- profile: [github.com/Jay-IIT](https://github.com/Jay-IIT)
|
| 6421 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AJay-IIT)
|
| 6422 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AJay-IIT)
|
| 6423 |
-
- repo first seen: `2026-02-17T05:12:11Z`
|
| 6424 |
-
- repo last seen: `2026-02-18T18:29:33Z`
|
| 6425 |
-
- first seen in snapshot: **no**
|
| 6426 |
-
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 6427 |
-
- repo primary artifacts: **1**
|
| 6428 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 6429 |
-
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 6430 |
-
- account age: **? days**
|
| 6431 |
-
- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
|
| 6432 |
-
- public orgs: none visible
|
| 6433 |
-
- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
|
| 6434 |
-
- heuristic read: **summary unavailable**
|
| 6435 |
-
- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'Jay-IIT'."}]`
|
| 6436 |
-
|
| 6437 |
-
Example artifacts:
|
| 6438 |
-
- [PR #44066: Refactor GPT-J to use standardized output tracing (#43979)](https://github.com/huggingface/transformers/pull/44066) — open
|
| 6439 |
-
|
| 6440 |
### `jblox26`
|
| 6441 |
|
| 6442 |
- profile: [github.com/jblox26](https://github.com/jblox26)
|
|
@@ -8123,12 +8100,12 @@ Example artifacts:
|
|
| 8123 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asongyuc)
|
| 8124 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asongyuc)
|
| 8125 |
- repo first seen: `2026-04-12T12:53:49Z`
|
| 8126 |
-
- repo last seen: `2026-04-
|
| 8127 |
- first seen in snapshot: **no**
|
| 8128 |
-
- repo association: **
|
| 8129 |
- repo primary artifacts: **1**
|
| 8130 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 8131 |
-
- snapshot discussion activity: **
|
| 8132 |
- account age: **3292 days**
|
| 8133 |
- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
|
| 8134 |
- public orgs: none visible
|
|
@@ -8136,7 +8113,7 @@ Example artifacts:
|
|
| 8136 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 8137 |
|
| 8138 |
Example artifacts:
|
| 8139 |
-
- [PR #45385: Ignore CLIP position_ids in unexpected key loading report](https://github.com/huggingface/transformers/pull/45385) —
|
| 8140 |
|
| 8141 |
### `Spectual`
|
| 8142 |
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260418T060534Z`
|
| 4 |
+
- Generated: `2026-04-18T06:05:51Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `373`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
|
|
| 94 |
| `preetam1407` | [profile](https://github.com/preetam1407) | no | CONTRIBUTOR | 1939d | `2026-02-14T12:44:18Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 95 |
| `w4nderlust` | [profile](https://github.com/w4nderlust) | no | CONTRIBUTOR | 5740d | `2026-04-03T04:55:51Z` | 2 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
|
| 96 |
| `ionut-anghelina` | [profile](https://github.com/ionut-anghelina) | no | FIRST_TIME_CONTRIBUTOR | 556d | `2026-03-30T08:23:07Z` | 2 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
|
|
| 97 |
| `Aftabbs` | [profile](https://github.com/Aftabbs) | no | NONE | 1318d | `2026-04-12T08:48:26Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
|
| 98 |
| `akhilc08` | [profile](https://github.com/akhilc08) | no | NONE | 403d | `2026-04-03T17:43:21Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 99 |
| `akintunero` | [profile](https://github.com/akintunero) | no | CONTRIBUTOR | 3950d | `2026-03-30T13:48:47Z` | 2 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
|
|
| 154 |
| `githubnemo` | [profile](https://github.com/githubnemo) | no | MEMBER | 5827d | `2026-01-26T11:34:05Z` | 3 | 0 | strong | moderate | low | targets high-star repos |
|
| 155 |
| `Olexandr88` | [profile](https://github.com/Olexandr88) | no | CONTRIBUTOR | 1622d | `2025-12-26T13:28:31Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
|
| 156 |
| `thisisiron` | [profile](https://github.com/thisisiron) | no | CONTRIBUTOR | 3447d | `2025-08-20T15:17:54Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 157 |
+
| `23atharvaS` | [profile](https://github.com/23atharvaS) | no | FIRST_TIME_CONTRIBUTOR | 161d | `2026-02-17T05:25:26Z` | 2 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
|
| 158 |
| `ethanknights` | [profile](https://github.com/ethanknights) | no | CONTRIBUTOR | 3057d | `2025-06-27T22:12:42Z` | 2 | 0 | strong | low | low | 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 |
|
|
|
|
| 279 |
| `jagwar` | [profile](https://github.com/jagwar) | no | MEMBER | 3691d | `2026-04-07T21:35:38Z` | 1 | 0 | strong | low | low | targets high-star repos |
|
| 280 |
| `Jaredw2289-svg` | [profile](https://github.com/Jaredw2289-svg) | no | NONE | ?d | `2026-03-04T06:03:56Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
|
| 281 |
| `JasonCZMeng` | [profile](https://github.com/JasonCZMeng) | no | NONE | 3598d | `2026-03-07T18:33:40Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
|
|
|
| 282 |
| `jblox26` | [profile](https://github.com/jblox26) | no | NONE | 75d | `2026-03-05T14:50:06Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; targets high-star repos |
|
| 283 |
| `Jess-Co-Del` | [profile](https://github.com/Jess-Co-Del) | no | FIRST_TIME_CONTRIBUTOR | 2201d | `2026-03-23T17:02:50Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 284 |
| `jIab-b` | [profile](https://github.com/jIab-b) | no | FIRST_TIME_CONTRIBUTOR | 580d | `2026-04-07T09:11:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 359 |
| `shhKnight30` | [profile](https://github.com/shhKnight30) | no | CONTRIBUTOR | 931d | `2026-04-04T10:29:57Z` | 1 | 0 | strong | low | low | targets high-star repos |
|
| 360 |
| `Shikhar-S` | [profile](https://github.com/Shikhar-S) | no | FIRST_TIME_CONTRIBUTOR | 3763d | `2026-04-10T04:26:05Z` | 1 | 0 | weak | low | low | high open PR share |
|
| 361 |
| `somAzzz` | [profile](https://github.com/somAzzz) | no | FIRST_TIMER | 3172d | `2026-02-25T22:43:41Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 362 |
+
| `songyuc` | [profile](https://github.com/songyuc) | no | NONE | 3292d | `2026-04-12T12:53:49Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 363 |
| `Spectual` | [profile](https://github.com/Spectual) | no | FIRST_TIME_CONTRIBUTOR | 1537d | `2026-04-16T06:54:56Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
|
| 364 |
| `stargazerwh` | [profile](https://github.com/stargazerwh) | no | NONE | 2935d | `2026-02-21T14:34:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 365 |
| `Talhax55z` | [profile](https://github.com/Talhax55z) | no | NONE | 79d | `2026-04-03T16:36:25Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
|
|
|
|
| 2397 |
- [PR #45111: Fix double softmax in MoE router load-balancing loss](https://github.com/huggingface/transformers/pull/45111) — closed
|
| 2398 |
- [Issue #45120: Double softmax in MoE router load-balancing loss (mixtral, qwen2_moe, qwen3_vl_moe families)](https://github.com/huggingface/transformers/issues/45120) — closed
|
| 2399 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2400 |
### `Aftabbs`
|
| 2401 |
|
| 2402 |
- profile: [github.com/Aftabbs](https://github.com/Aftabbs)
|
|
|
|
| 3729 |
- [PR #40321: [WIP] Add Ovis2.5 ](https://github.com/huggingface/transformers/pull/40321) — closed
|
| 3730 |
- [Issue #45177: add DeepSeek-OCR2](https://github.com/huggingface/transformers/issues/45177) — open
|
| 3731 |
|
| 3732 |
+
### `23atharvaS`
|
| 3733 |
+
|
| 3734 |
+
- profile: [github.com/23atharvaS](https://github.com/23atharvaS)
|
| 3735 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A23atharvaS)
|
| 3736 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A23atharvaS)
|
| 3737 |
+
- repo first seen: `2026-02-17T05:25:26Z`
|
| 3738 |
+
- repo last seen: `2026-02-18T07:24:42Z`
|
| 3739 |
+
- first seen in snapshot: **no**
|
| 3740 |
+
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 3741 |
+
- repo primary artifacts: **2**
|
| 3742 |
+
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 3743 |
+
- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
|
| 3744 |
+
- account age: **161 days**
|
| 3745 |
+
- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
|
| 3746 |
+
- public orgs: none visible
|
| 3747 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
|
| 3748 |
+
- heuristic read: **young account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos**
|
| 3749 |
+
|
| 3750 |
+
Example artifacts:
|
| 3751 |
+
- [PR #44114: Migrate wav2vec2, wav2vec2_conformer, and wav2vec2_bert to standardized output collection decorators](https://github.com/huggingface/transformers/pull/44114) — open
|
| 3752 |
+
- [PR #44067: Add `eval_on_end` argument to Trainer for final evaluation after training](https://github.com/huggingface/transformers/pull/44067) — closed
|
| 3753 |
+
|
| 3754 |
### `ethanknights`
|
| 3755 |
|
| 3756 |
- profile: [github.com/ethanknights](https://github.com/ethanknights)
|
|
|
|
| 6414 |
Example artifacts:
|
| 6415 |
- [PR #44516: fix(qwen2_5_vl): handle ragged batched input in apply_chat_template](https://github.com/huggingface/transformers/pull/44516) — closed
|
| 6416 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6417 |
### `jblox26`
|
| 6418 |
|
| 6419 |
- profile: [github.com/jblox26](https://github.com/jblox26)
|
|
|
|
| 8100 |
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asongyuc)
|
| 8101 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asongyuc)
|
| 8102 |
- repo first seen: `2026-04-12T12:53:49Z`
|
| 8103 |
+
- repo last seen: `2026-04-18T05:56:35Z`
|
| 8104 |
- first seen in snapshot: **no**
|
| 8105 |
+
- repo association: **NONE**
|
| 8106 |
- repo primary artifacts: **1**
|
| 8107 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 8108 |
+
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 8109 |
- account age: **3292 days**
|
| 8110 |
- recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
|
| 8111 |
- public orgs: none visible
|
|
|
|
| 8113 |
- heuristic read: **high open PR share; targets high-star repos**
|
| 8114 |
|
| 8115 |
Example artifacts:
|
| 8116 |
+
- [PR #45385: Ignore CLIP position_ids in unexpected key loading report](https://github.com/huggingface/transformers/pull/45385) — closed
|
| 8117 |
|
| 8118 |
### `Spectual`
|
| 8119 |
|
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 sha256:6f27c9dfbd3e8e4bd50938bdf20b8bb8264021cf95f2d725f33483df66052256
|
| 3 |
+
size 65596
|
pr_comments.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 sha256:31c350e6eaedb59b7ff17a6e2fbacfbc9b927a69d13b360cde169fafdc069362
|
| 3 |
+
size 1200801
|
pr_diffs.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 sha256:422a229b9494eea8fcd9085d6320a2698d1dc231a57cd1a93003f0b8a0fc65a9
|
| 3 |
+
size 21730233
|
pr_files.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:cc83fcc706605c43a817dc37e7da2bdf8033f3da3f8a07a4f1cadb4919507bae
|
| 3 |
+
size 37499947
|
pull_requests.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:f99b548e77aeca0d83a2d55ee73b6569118af51ddfdb713a4b1e460777414d89
|
| 3 |
+
size 1496427
|
snapshots/20260418T060534Z/manifest.json
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifacts": {
|
| 3 |
+
"new_contributors_json": "new-contributors-report.json",
|
| 4 |
+
"new_contributors_markdown": "new-contributors-report.md",
|
| 5 |
+
"new_contributors_parquet": "new_contributors.parquet"
|
| 6 |
+
},
|
| 7 |
+
"counts": {
|
| 8 |
+
"comments": 8338,
|
| 9 |
+
"issues": 620,
|
| 10 |
+
"links": 2547,
|
| 11 |
+
"new_contributors": 373,
|
| 12 |
+
"pr_diffs": 1865,
|
| 13 |
+
"pr_files": 26176,
|
| 14 |
+
"pull_requests": 1865,
|
| 15 |
+
"review_comments": 12025,
|
| 16 |
+
"reviews": 6906,
|
| 17 |
+
"timeline_events": 37541
|
| 18 |
+
},
|
| 19 |
+
"crawl_started_at": "2026-04-18T06:05:34Z",
|
| 20 |
+
"delta_counts": {
|
| 21 |
+
"comments": 1,
|
| 22 |
+
"issue_stubs": 1,
|
| 23 |
+
"issues": 0,
|
| 24 |
+
"links": 3,
|
| 25 |
+
"pr_diffs": 1,
|
| 26 |
+
"pr_files": 2,
|
| 27 |
+
"pull_requests": 1,
|
| 28 |
+
"review_comments": 0,
|
| 29 |
+
"reviews": 0,
|
| 30 |
+
"timeline_events": 6
|
| 31 |
+
},
|
| 32 |
+
"extracted_at": "2026-04-18T06:05:34Z",
|
| 33 |
+
"repo": "huggingface/transformers",
|
| 34 |
+
"snapshot_id": "20260418T060534Z",
|
| 35 |
+
"watermark": {
|
| 36 |
+
"effective_since": "2026-04-18T05:05:35Z",
|
| 37 |
+
"next_since": "2026-04-18T06:05:34Z"
|
| 38 |
+
}
|
| 39 |
+
}
|
snapshots/latest.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
-
"archived_manifest_path": "snapshots/
|
| 3 |
-
"latest_snapshot_id": "
|
| 4 |
"manifest_path": "manifest.json",
|
| 5 |
-
"next_since": "2026-04-
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
-
"snapshot_dir": "snapshots/
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"archived_manifest_path": "snapshots/20260418T060534Z/manifest.json",
|
| 3 |
+
"latest_snapshot_id": "20260418T060534Z",
|
| 4 |
"manifest_path": "manifest.json",
|
| 5 |
+
"next_since": "2026-04-18T06:05:34Z",
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
+
"snapshot_dir": "snapshots/20260418T060534Z"
|
| 8 |
}
|
state/watermark.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
-
"effective_since": "2026-04-
|
| 3 |
-
"last_successful_snapshot_id": "
|
| 4 |
-
"next_since": "2026-04-
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
-
"updated_at": "2026-04-
|
| 7 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"effective_since": "2026-04-18T05:05:35Z",
|
| 3 |
+
"last_successful_snapshot_id": "20260418T060534Z",
|
| 4 |
+
"next_since": "2026-04-18T06:05:34Z",
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
+
"updated_at": "2026-04-18T06:05:34Z"
|
| 7 |
}
|