Refresh transformers dataset snapshot 20260523T000023Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+        "open_pr_count": 1,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46166,
+            "title": "Romanian translation of README.md, index.md, installation.md, _config.py and quicktour.md.",
+            "url": "https://github.com/huggingface/transformers/pull/46166",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-22T20:20:49Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "fm1320",
       "name": "Filip Makraduli",
@@ -20083,12 +20004,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AMaciejBalaNV",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMaciejBalaNV",
       "repo_first_seen_at": "2026-05-21T19:47:46Z",
-      "repo_last_seen_at": "2026-05-21T19:47:46Z",
+      "repo_last_seen_at": "2026-05-22T21:46:07Z",
       "repo_primary_artifact_count": 1,
-      "repo_artifact_count": 1,
+      "repo_artifact_count": 2,
       "snapshot_issue_count": 0,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 0,
+      "snapshot_comment_count": 1,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
@@ -20125,7 +20046,7 @@
             "url": "https://github.com/huggingface/transformers/pull/46146",
             "state": "open",
             "merged": false,
-            "draft": false,
+            "draft": true,
             "created_at": "2026-05-21T19:47:46Z"
           }
         ],
@@ -21856,6 +21777,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "rishiarora123",
+      "name": "Rishi Arora",
+      "profile_url": "https://github.com/rishiarora123",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arishiarora123",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arishiarora123",
+      "repo_first_seen_at": "2026-05-22T18:19:48Z",
+      "repo_last_seen_at": "2026-05-22T18:19:48Z",
+      "repo_primary_artifact_count": 1,
+      "repo_artifact_count": 1,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "NONE",
+      "new_to_repo": true,
+      "first_seen_in_snapshot": true,
+      "known_via_prior_merged_pr": false,
+      "report_reason": "first_seen_in_snapshot",
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 1872,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 28,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 27,
+        "open_pr_count": 1,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.9643,
+        "still_open_pr_rate": 0.0357,
+        "distinct_repos_with_authored_prs": 7,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 46164,
+            "title": "Add PoC test component",
+            "url": "https://github.com/huggingface/transformers/pull/46164",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-05-22T18:19:48Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "RobTand",
       "name": null,

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260522T180017Z`
-- Generated: `2026-05-22T18:01:03Z`
+- Snapshot: `20260523T000023Z`
+- Generated: `2026-05-23T00:01:08Z`
 - Activity window: `60d`
 - Contributors: `359`
 
@@ -161,10 +161,10 @@
 | `zvik` | [profile](https://github.com/zvik) | no | FIRST_TIME_CONTRIBUTOR | 4383d | `2026-03-03T07:50:39Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
 | `artem-spector` | [profile](https://github.com/artem-spector) | no | CONTRIBUTOR | 4093d | `2026-04-13T13:31:01Z` | 1 | 2 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `baonudesifeizhai` | [profile](https://github.com/baonudesifeizhai) | no | FIRST_TIME_CONTRIBUTOR | 1781d | `2026-02-10T01:32:32Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
-| `bigshanedogg` | [profile](https://github.com/bigshanedogg) | no | CONTRIBUTOR | 3673d | `2026-03-23T19:34:30Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `ghost` | [profile](https://github.com/ghost) | no | NONE | 6553d | `2024-05-09T10:45:25Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars |
 | `kndtran` | [profile](https://github.com/kndtran) | no | CONTRIBUTOR | 3650d | `2026-05-06T18:23:26Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `oleksii-tumanov` | [profile](https://github.com/oleksii-tumanov) | no | FIRST_TIME_CONTRIBUTOR | 4519d | `2026-04-22T03:12:11Z` | 1 | 2 | mixed | moderate | low | high recent PR volume |
+| `pasta-paul` | [profile](https://github.com/pasta-paul) | no | FIRST_TIME_CONTRIBUTOR | 932d | `2026-05-20T20:41:45Z` | 1 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
 | `softguy777` | [profile](https://github.com/softguy777) | no | FIRST_TIMER | 955d | `2026-04-28T08:23:48Z` | 1 | 2 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `ambroiseodt` | [profile](https://github.com/ambroiseodt) | no | CONTRIBUTOR | 2181d | `2026-04-14T13:45:51Z` | 1 | 1 | strong | low | low | targets high-star repos |
 | `andylizf` | [profile](https://github.com/andylizf) | no | FIRST_TIME_CONTRIBUTOR | 3277d | `2026-03-24T04:53:11Z` | 1 | 1 | strong | moderate | low | targets high-star repos |
@@ -184,7 +184,6 @@
 | `inisis` | [profile](https://github.com/inisis) | no | CONTRIBUTOR | 2670d | `2026-03-24T02:42:32Z` | 1 | 1 | strong | low | low | — |
 | `J3r3myPerera` | [profile](https://github.com/J3r3myPerera) | no | FIRST_TIME_CONTRIBUTOR | 1323d | `2026-05-20T14:37:39Z` | 1 | 1 | mixed | moderate | low | no visible non-self stars |
 | `jesperschlegel` | [profile](https://github.com/jesperschlegel) | no | FIRST_TIME_CONTRIBUTOR | 3705d | `2026-04-07T17:51:38Z` | 1 | 1 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `josh-kean` | [profile](https://github.com/josh-kean) | no | FIRST_TIME_CONTRIBUTOR | 2847d | `2026-03-22T17:57:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `karnakarreddi` | [profile](https://github.com/karnakarreddi) | no | FIRST_TIME_CONTRIBUTOR | 3847d | `2026-05-20T05:12:29Z` | 1 | 1 | weak | low | medium | many recent closed-unmerged PRs; high open PR share |
 | `kasakh` | [profile](https://github.com/kasakh) | no | FIRST_TIME_CONTRIBUTOR | 3170d | `2026-05-10T06:09:08Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `KeitaW` | [profile](https://github.com/KeitaW) | no | CONTRIBUTOR | 4241d | `2026-04-20T02:00:45Z` | 1 | 1 | mixed | moderate | low | high open PR share |
@@ -192,7 +191,6 @@
 | `masoudpz` | [profile](https://github.com/masoudpz) | no | FIRST_TIME_CONTRIBUTOR | 4678d | `2026-04-02T00:31:07Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `nealwu` | [profile](https://github.com/nealwu) | no | CONTRIBUTOR | 5508d | `2026-05-12T03:11:36Z` | 1 | 1 | strong | low | low | — |
 | `nunq` | [profile](https://github.com/nunq) | no | FIRST_TIME_CONTRIBUTOR | 2694d | `2026-05-08T00:29:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
-| `pasta-paul` | [profile](https://github.com/pasta-paul) | no | FIRST_TIME_CONTRIBUTOR | 932d | `2026-05-20T20:41:45Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Regata3010` | [profile](https://github.com/Regata3010) | no | CONTRIBUTOR | 1431d | `2026-04-08T04:07:37Z` | 1 | 1 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `ronansgd` | [profile](https://github.com/ronansgd) | no | FIRST_TIME_CONTRIBUTOR | 2195d | `2026-04-22T08:50:02Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `rpathade` | [profile](https://github.com/rpathade) | no | FIRST_TIME_CONTRIBUTOR | 2005d | `2026-03-29T22:46:13Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -252,6 +250,7 @@
 | `ENg-122` | [profile](https://github.com/ENg-122) | no | NONE | 1764d | `2026-04-03T09:08:28Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `evalstate` | [profile](https://github.com/evalstate) | no | MEMBER | 5042d | `2026-04-23T11:41:51Z` | 1 | 0 | n/a | low | low | — |
 | `Exile333` | [profile](https://github.com/Exile333) | no | FIRST_TIME_CONTRIBUTOR | 3582d | `2026-04-30T16:23:49Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
+| `filipinescu` | [profile](https://github.com/filipinescu) | yes | FIRST_TIMER | 953d | `2026-05-22T20:20:49Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `fm1320` | [profile](https://github.com/fm1320) | no | FIRST_TIME_CONTRIBUTOR | 2016d | `2026-05-02T02:04:46Z` | 1 | 0 | strong | high | low | high recent PR volume; broad repo spread |
 | `fullyz` | [profile](https://github.com/fullyz) | no | CONTRIBUTOR | 2564d | `2026-05-11T13:43:45Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `gagandhakrey` | [profile](https://github.com/gagandhakrey) | no | NONE | 2285d | `2026-04-05T03:45:23Z` | 1 | 0 | weak | high | low | broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
@@ -327,6 +326,7 @@
 | `Ramshankar07` | [profile](https://github.com/Ramshankar07) | no | FIRST_TIME_CONTRIBUTOR | 1761d | `2026-05-19T19:06:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | NONE | 1911d | `2026-05-05T12:03:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Ratwood98` | [profile](https://github.com/Ratwood98) | no | CONTRIBUTOR | 1899d | `2026-05-07T23:30:45Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `rishiarora123` | [profile](https://github.com/rishiarora123) | yes | NONE | 1872d | `2026-05-22T18:19:48Z` | 1 | 0 | weak | moderate | low | high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars |
 | `RobTand` | [profile](https://github.com/RobTand) | no | NONE | 3405d | `2026-05-02T19:12:41Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `rraghavkaushik` | [profile](https://github.com/rraghavkaushik) | no | CONTRIBUTOR | 1057d | `2026-05-06T10:53:47Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `ruben-aghayan` | [profile](https://github.com/ruben-aghayan) | no | CONTRIBUTOR | 3216d | `2026-04-13T03:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -400,12 +400,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Atarekziade)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Atarekziade)
 - repo first seen: `2026-01-21T16:52:29Z`
-- repo last seen: `2026-05-19T07:39:59Z`
+- repo last seen: `2026-05-22T23:55:12Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **95**
 - snapshot authored PRs/issues: **89 PRs / 6 issues**
-- snapshot discussion activity: **173 comments / 196 reviews / 187 review comments**
+- snapshot discussion activity: **173 comments / 197 reviews / 187 review comments**
 - account age: **5839 days**
 - recent public PR activity: **108 PRs** (92 merged / 3 closed-unmerged / 13 open; merged rate **85%**, closed-unmerged rate **3%**, open rate **12%**)
 - public orgs: `AFPy`, `faitmain`, `circus-tent`
@@ -3308,12 +3308,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aebezzam)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aebezzam)
 - repo first seen: `2025-07-25T12:59:52Z`
-- repo last seen: `2026-05-20T07:34:29Z`
+- repo last seen: `2026-05-22T18:52:53Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **10**
 - snapshot authored PRs/issues: **10 PRs / 0 issues**
-- snapshot discussion activity: **64 comments / 273 reviews / 751 review comments**
+- snapshot discussion activity: **65 comments / 274 reviews / 752 review comments**
 - account age: **4714 days**
 - recent public PR activity: **6 PRs** (3 merged / 0 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
 - public orgs: `LCAV`
@@ -3871,29 +3871,6 @@ Example artifacts:
 - [Issue #45092: [Bug] Old InternVL2 remote-code checkpoints are incompatible with Transformers v5 meta initialization](https://github.com/huggingface/transformers/issues/45092) — closed
 - [Issue #43874: [GLM46V] Glm46VImageProcessorFast missing get_number_of_image_patches breaks _get_num_multimodal_tokens (AttributeError)](https://github.com/huggingface/transformers/issues/43874) — closed
 
-### `bigshanedogg`
-
-- profile: [github.com/bigshanedogg](https://github.com/bigshanedogg)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abigshanedogg)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abigshanedogg)
-- repo first seen: `2026-03-23T19:34:30Z`
-- repo last seen: `2026-05-20T02:03:42Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **1 PRs / 2 issues**
-- snapshot discussion activity: **16 comments / 12 reviews / 21 review comments**
-- account age: **3673 days**
-- recent public PR activity: **3 PRs** (1 merged / 0 closed-unmerged / 2 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44956: Add HyperCLOVAX SEED Think 14B](https://github.com/huggingface/transformers/pull/44956) — closed, merged
-- [Issue #45099: add HyperCLOVA X SEED Vision Instruct 3B](https://github.com/huggingface/transformers/issues/45099) — open
-- [Issue #44957: Add HyperCLOVA X SEED Think 14B](https://github.com/huggingface/transformers/issues/44957) — open
-
 ### `ghost`
 
 - profile: [github.com/ghost](https://github.com/ghost)
@@ -3963,6 +3940,29 @@ Example artifacts:
 - [Issue #45563: Paged generate() emits a stale warning for num_return_sequences](https://github.com/huggingface/transformers/issues/45563) — closed
 - [Issue #45561: [Bug] pytest-xdist workers race on captured_info.txt in patched testing utils](https://github.com/huggingface/transformers/issues/45561) — open
 
+### `pasta-paul`
+
+- profile: [github.com/pasta-paul](https://github.com/pasta-paul)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apasta-paul)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apasta-paul)
+- repo first seen: `2026-05-20T20:41:45Z`
+- repo last seen: `2026-05-23T00:00:23Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **1 PRs / 2 issues**
+- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
+- account age: **932 days**
+- recent public PR activity: **8 PRs** (2 merged / 1 closed-unmerged / 5 open; merged rate **25%**, closed-unmerged rate **12%**, open rate **62%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #46127: [deepseek_v4] Add DeepseekV4NextNPredictor class for MTP draft-head support](https://github.com/huggingface/transformers/pull/46127) — open
+- [Issue #46167: [deepseek_v4] save_pretrained silently downcasts FP32 tensors to BF16 (hc_*, attn_sink, ffn.gate.bias, compressor.ape, indexer.compressor.ape)](https://github.com/huggingface/transformers/issues/46167) — open
+- [Issue #46129: [deepseek_v4] conversion_mapping doesn't cover mtp.* paths — MTP keys silently random-init even after _keys_to_ignore is empty](https://github.com/huggingface/transformers/issues/46129) — open
+
 ### `softguy777`
 
 - profile: [github.com/softguy777](https://github.com/softguy777)
@@ -4382,28 +4382,6 @@ Example artifacts:
 - [PR #45294: feat: add Gemma4ForSequenceClassification](https://github.com/huggingface/transformers/pull/45294) — open
 - [Issue #45295: Support Sequence Classification for Gemma 4 Models](https://github.com/huggingface/transformers/issues/45295) — closed
 
-### `josh-kean`
-
-- profile: [github.com/josh-kean](https://github.com/josh-kean)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajosh-kean)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajosh-kean)
-- repo first seen: `2026-03-22T17:57:33Z`
-- repo last seen: `2026-03-23T20:07:09Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **2847 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44958: fixed import error with PILImageResampling](https://github.com/huggingface/transformers/pull/44958) — open
-- [Issue #44933: Nonexistant import from image_utils](https://github.com/huggingface/transformers/issues/44933) — closed
-
 ### `karnakarreddi`
 
 - profile: [github.com/karnakarreddi](https://github.com/karnakarreddi)
@@ -4558,28 +4536,6 @@ Example artifacts:
 - [PR #45835: fix: kosmos2.5: properly expand embeddings table](https://github.com/huggingface/transformers/pull/45835) — open
 - [Issue #45834: Kosmos2.5: index error on long ocr input](https://github.com/huggingface/transformers/issues/45834) — open
 
-### `pasta-paul`
-
-- profile: [github.com/pasta-paul](https://github.com/pasta-paul)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apasta-paul)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apasta-paul)
-- repo first seen: `2026-05-20T20:41:45Z`
-- repo last seen: `2026-05-21T20:59:57Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
-- account age: **932 days**
-- recent public PR activity: **8 PRs** (2 merged / 1 closed-unmerged / 5 open; merged rate **25%**, closed-unmerged rate **12%**, open rate **62%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #46127: [deepseek_v4] Add DeepseekV4NextNPredictor class for MTP draft-head support](https://github.com/huggingface/transformers/pull/46127) — open
-- [Issue #46129: [deepseek_v4] conversion_mapping doesn't cover mtp.* paths — MTP keys silently random-init even after _keys_to_ignore is empty](https://github.com/huggingface/transformers/issues/46129) — open
-
 ### `Regata3010`
 
 - profile: [github.com/Regata3010](https://github.com/Regata3010)
@@ -5825,6 +5781,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45730: gpt_oss multi-GPU AMD support](https://github.com/huggingface/transformers/pull/45730) — open
 
+### `filipinescu`
+
+- profile: [github.com/filipinescu](https://github.com/filipinescu)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Afilipinescu)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afilipinescu)
+- repo first seen: `2026-05-22T20:20:49Z`
+- repo last seen: `2026-05-22T20:20:49Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIMER**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **953 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #46166: Romanian translation of README.md, index.md, installation.md, _config.py and quicktour.md.](https://github.com/huggingface/transformers/pull/46166) — open
+
 ### `fm1320`
 
 - profile: [github.com/fm1320](https://github.com/fm1320)
@@ -6755,12 +6732,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AMaciejBalaNV)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMaciejBalaNV)
 - repo first seen: `2026-05-21T19:47:46Z`
-- repo last seen: `2026-05-21T19:47:46Z`
+- repo last seen: `2026-05-22T21:46:07Z`
 - first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
 - account age: **717 days**
 - recent public PR activity: **6 PRs** (0 merged / 0 closed-unmerged / 6 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -6768,7 +6745,7 @@ Example artifacts:
 - heuristic read: **high open PR share**
 
 Example artifacts:
-- [PR #46146: Added cosmos3 model and bugfixed Qwen3-VL](https://github.com/huggingface/transformers/pull/46146) — open
+- [PR #46146: Added cosmos3 model and bugfixed Qwen3-VL](https://github.com/huggingface/transformers/pull/46146) — open, draft
 
 ### `madhav1k`
 
@@ -7400,6 +7377,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45833: Add Qwen3.5 support for token classification](https://github.com/huggingface/transformers/pull/45833) — closed, merged
 
+### `rishiarora123`
+
+- profile: [github.com/rishiarora123](https://github.com/rishiarora123)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arishiarora123)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arishiarora123)
+- repo first seen: `2026-05-22T18:19:48Z`
+- repo last seen: `2026-05-22T18:19:48Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1872 days**
+- recent public PR activity: **28 PRs** (0 merged / 27 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **96%**, open rate **4%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars**
+
+Example artifacts:
+- [PR #46164: Add PoC test component](https://github.com/huggingface/transformers/pull/46164) — closed
+
 ### `RobTand`
 
 - profile: [github.com/RobTand](https://github.com/RobTand)

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+    "issue_stubs": 14,
+    "issues": 4,
+    "links": 21,
+    "pr_diffs": 10,
+    "pr_files": 85,
+    "pull_requests": 10,
+    "review_comments": 207,
+    "reviews": 106,
+    "timeline_events": 415
+  },
+  "extracted_at": "2026-05-23T00:00:23Z",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260523T000023Z",
+  "watermark": {
+    "effective_since": "2026-05-22T18:00:17Z",
+    "next_since": "2026-05-23T00:00:23Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260522T180017Z/manifest.json",
-  "latest_snapshot_id": "20260522T180017Z",
+  "archived_manifest_path": "snapshots/20260523T000023Z/manifest.json",
+  "latest_snapshot_id": "20260523T000023Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-05-22T18:00:17Z",
+  "next_since": "2026-05-23T00:00:23Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260522T180017Z"
+  "snapshot_dir": "snapshots/20260523T000023Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-05-22T12:00:16Z",
-  "last_successful_snapshot_id": "20260522T180017Z",
-  "next_since": "2026-05-22T18:00:17Z",
+  "effective_since": "2026-05-22T18:00:17Z",
+  "last_successful_snapshot_id": "20260523T000023Z",
+  "next_since": "2026-05-23T00:00:23Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-05-22T18:00:17Z"
+  "updated_at": "2026-05-23T00:00:23Z"
 }