Refresh transformers dataset snapshot 20260419T090534Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
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+      "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": 2216,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 6,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 5,
+        "merged_pr_rate": 0.1667,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 0.8333,
+        "distinct_repos_with_authored_prs": 5,
+        "distinct_repos_with_open_prs": 5
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 45511,
+            "title": "Fix NaN in Gemma3/EmbeddingGemma when batching mixed-length sequences\u2026",
+            "url": "https://github.com/huggingface/transformers/pull/45511",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-04-19T08:27:15Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "kamalrajkannan78",
       "name": "Kamalraj Kannan",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260419T080535Z`
-- Generated: `2026-04-19T08:05:49Z`
+- Snapshot: `20260419T090534Z`
+- Generated: `2026-04-19T09:06:01Z`
 - Activity window: `60d`
-- Contributors: `359`
+- Contributors: `360`
 
 ## Summary
 
@@ -26,7 +26,7 @@
 | `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 19 | 0 | strong | low | low | targets high-star repos |
 | `tomaarsen` | [profile](https://github.com/tomaarsen) | no | MEMBER | 2949d | `2025-12-02T16:00:11Z` | 18 | 6 | strong | moderate | low | high recent PR volume; targets high-star repos |
 | `BillionClaw` | [profile](https://github.com/BillionClaw) | no | FIRST_TIME_CONTRIBUTOR | 35d | `2026-03-16T16:17:54Z` | 18 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 16 | 0 | strong | low | low | targets high-star repos |
+| `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 17 | 0 | strong | low | low | targets high-star repos |
 | `weiguangli-io` | [profile](https://github.com/weiguangli-io) | no | CONTRIBUTOR | 2230d | `2026-02-09T02:10:15Z` | 16 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 15 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `NielsRogge` | [profile](https://github.com/NielsRogge) | no | MEMBER | 2598d | `2022-02-21T10:02:38Z` | 15 | 3 | mixed | moderate | low | high recent PR volume |
@@ -80,9 +80,7 @@
 | `onel` | [profile](https://github.com/onel) | no | NONE | 5050d | `2026-02-26T22:44:41Z` | 3 | 0 | mixed | moderate | low | many recent closed-unmerged PRs |
 | `paipeline` | [profile](https://github.com/paipeline) | no | NONE | 1791d | `2026-02-22T14:37:25Z` | 3 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `saivedant169` | [profile](https://github.com/saivedant169) | no | NONE | 1712d | `2026-03-14T16:47:42Z` | 3 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; targets high-star repos |
-| `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3697d | `2025-08-10T08:43:09Z` | 24 | 0 | mixed | moderate | low | extremely high recent PR volume |
 | `YangKai0616` | [profile](https://github.com/YangKai0616) | no | CONTRIBUTOR | 1466d | `2025-12-24T11:54:53Z` | 10 | 0 | mixed | moderate | low | targets high-star repos |
-| `mariam851` | [profile](https://github.com/mariam851) | no | CONTRIBUTOR | 1176d | `2026-02-15T08:51:26Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `math-hiyoko` | [profile](https://github.com/math-hiyoko) | no | CONTRIBUTOR | 2390d | `2026-02-08T01:31:10Z` | 4 | 7 | strong | low | low | targets high-star repos |
 | `redpanda1995` | [profile](https://github.com/redpanda1995) | no | FIRST_TIME_CONTRIBUTOR | 102d | `2026-02-07T19:04:11Z` | 4 | 0 | weak | low | medium | young account; many recent closed-unmerged PRs; targets high-star repos |
 | `zhang-prog` | [profile](https://github.com/zhang-prog) | no | CONTRIBUTOR | 2074d | `2025-12-23T11:18:14Z` | 4 | 0 | mixed | moderate | low | targets high-star repos |
@@ -139,9 +137,11 @@
 | `UsamaKenway` | [profile](https://github.com/UsamaKenway) | no | FIRST_TIME_CONTRIBUTOR | 2385d | `2026-04-07T18:39:33Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `wilnn` | [profile](https://github.com/wilnn) | no | CONTRIBUTOR | 1758d | `2026-03-10T22:37:36Z` | 2 | 0 | strong | low | low | targets high-star repos |
 | `yunhaoli24` | [profile](https://github.com/yunhaoli24) | no | NONE | 2225d | `2026-03-12T04:46:19Z` | 2 | 0 | weak | moderate | low | targets high-star repos |
+| `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3697d | `2025-08-10T08:43:09Z` | 24 | 0 | mixed | moderate | low | extremely high recent PR volume |
 | `jp1924` | [profile](https://github.com/jp1924) | no | CONTRIBUTOR | 1633d | `2024-10-22T01:33:27Z` | 13 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ydshieh2` | [profile](https://github.com/ydshieh2) | no | CONTRIBUTOR | 563d | `2025-06-12T08:51:40Z` | 6 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `molbap` | [profile](https://github.com/molbap) | no | MEMBER | 2873d | `2024-06-13T14:13:17Z` | 5 | 1 | strong | low | low | targets high-star repos |
+| `mariam851` | [profile](https://github.com/mariam851) | no | CONTRIBUTOR | 1176d | `2026-02-15T08:51:26Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `JaredforReal` | [profile](https://github.com/JaredforReal) | no | CONTRIBUTOR | 977d | `2026-01-19T05:05:55Z` | 4 | 0 | strong | moderate | low | high recent PR volume |
 | `lashahub` | [profile](https://github.com/lashahub) | no | CONTRIBUTOR | 3339d | `2026-01-08T16:47:50Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2804d | `2025-11-10T23:38:23Z` | 3 | 0 | mixed | moderate | low | — |
@@ -279,6 +279,7 @@
 | `joshuaswanson` | [profile](https://github.com/joshuaswanson) | no | FIRST_TIME_CONTRIBUTOR | 3496d | `2026-03-12T23:47:11Z` | 1 | 0 | weak | very high | low | high recent PR volume; very broad repo spread |
 | `JoursBleu` | [profile](https://github.com/JoursBleu) | no | CONTRIBUTOR | 3493d | `2026-03-08T09:57:38Z` | 1 | 0 | mixed | moderate | low | targets high-star repos |
 | `juliabush` | [profile](https://github.com/juliabush) | no | NONE | 526d | `2026-04-07T21:37:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `Kabir08` | [profile](https://github.com/Kabir08) | yes | FIRST_TIME_CONTRIBUTOR | 2216d | `2026-04-19T08:27:15Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `kamalrajkannan78` | [profile](https://github.com/kamalrajkannan78) | no | CONTRIBUTOR | 814d | `2026-04-07T05:24:43Z` | 1 | 0 | strong | moderate | low | high recent PR volume; no visible non-self stars |
 | `kathrynle20` | [profile](https://github.com/kathrynle20) | no | CONTRIBUTOR | 2324d | `2026-02-25T22:15:15Z` | 1 | 0 | strong | low | low | — |
 | `Ker102` | [profile](https://github.com/Ker102) | no | NONE | 211d | `2026-03-13T13:13:58Z` | 1 | 0 | mixed | moderate | low | young account; high recent PR volume |
@@ -786,12 +787,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aeustlb)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aeustlb)
 - repo first seen: `2025-01-20T12:27:19Z`
-- repo last seen: `2026-04-16T16:09:55Z`
+- repo last seen: `2026-04-19T09:02:33Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **16**
-- snapshot authored PRs/issues: **16 PRs / 0 issues**
-- snapshot discussion activity: **28 comments / 115 reviews / 243 review comments**
+- repo primary artifacts: **17**
+- snapshot authored PRs/issues: **17 PRs / 0 issues**
+- snapshot discussion activity: **28 comments / 116 reviews / 243 review comments**
 - account age: **1607 days**
 - recent public PR activity: **11 PRs** (8 merged / 0 closed-unmerged / 3 open; merged rate **73%**, closed-unmerged rate **0%**, open rate **27%**)
 - public orgs: none visible
@@ -799,9 +800,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #45512: [OutputRecorder] re.search on layer_name](https://github.com/huggingface/transformers/pull/45512) — open
 - [PR #45221: user friendly error when loading audio from video](https://github.com/huggingface/transformers/pull/45221) — open
 - [PR #45023: Add cohere asr](https://github.com/huggingface/transformers/pull/45023) — closed, merged
-- [PR #44633: [medasr] doc update](https://github.com/huggingface/transformers/pull/44633) — closed, merged
 
 ### `weiguangli-io`
 
@@ -1145,12 +1146,12 @@ 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: `2026-04-17T15:28:27Z`
+- repo last seen: `2026-04-19T08:47:53Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **9**
 - snapshot authored PRs/issues: **9 PRs / 0 issues**
-- snapshot discussion activity: **50 comments / 192 reviews / 636 review comments**
+- snapshot discussion activity: **51 comments / 192 reviews / 636 review comments**
 - account age: **4683 days**
 - recent public PR activity: **8 PRs** (4 merged / 1 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **12%**, open rate **38%**)
 - public orgs: `LCAV`
@@ -2053,29 +2054,6 @@ Example artifacts:
 - [PR #44706: Add position_ids to BloomForCausalLM forward pass](https://github.com/huggingface/transformers/pull/44706) — closed
 - [PR #44705: Add position_ids to RoFormerForCausalLM forward pass](https://github.com/huggingface/transformers/pull/44705) — closed
 
-### `cyyever`
-
-- profile: [github.com/cyyever](https://github.com/cyyever)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acyyever)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acyyever)
-- repo first seen: `2025-08-10T08:43:09Z`
-- repo last seen: `2026-03-31T14:41:18Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **24**
-- snapshot authored PRs/issues: **24 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 8 reviews / 8 review comments**
-- account age: **3697 days**
-- recent public PR activity: **202 PRs** (138 merged / 42 closed-unmerged / 22 open; merged rate **68%**, closed-unmerged rate **21%**, open rate **11%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **extremely high recent PR volume**
-
-Example artifacts:
-- [PR #45113: Add GDS support for safetensors loading ](https://github.com/huggingface/transformers/pull/45113) — open
-- [PR #44123: Avoid device sync in training loss accumulation](https://github.com/huggingface/transformers/pull/44123) — open
-- [PR #44069: Use torch.isfinite](https://github.com/huggingface/transformers/pull/44069) — closed, merged
-
 ### `YangKai0616`
 
 - profile: [github.com/YangKai0616](https://github.com/YangKai0616)
@@ -2099,29 +2077,6 @@ Example artifacts:
 - [PR #44536: Supplement skip logic for XPU in the CPU-only tp tests](https://github.com/huggingface/transformers/pull/44536) — closed, merged
 - [PR #43905: XPU now supports backward for the FA2 fixed path](https://github.com/huggingface/transformers/pull/43905) — closed, merged
 
-### `mariam851`
-
-- profile: [github.com/mariam851](https://github.com/mariam851)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amariam851)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amariam851)
-- repo first seen: `2026-02-15T08:51:26Z`
-- repo last seen: `2026-02-20T16:58:27Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1176 days**
-- recent public PR activity: **4 PRs** (0 merged / 3 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #44184: feat: add OpenAI CircuitGPT core architecture and sparse linear layers](https://github.com/huggingface/transformers/pull/44184) — open
-- [PR #44124: feat: add eval_on_end to Trainer for final evaluation](https://github.com/huggingface/transformers/pull/44124) — closed
-- [PR #44064: feat: implement eval_on_end to trigger evaluation after training](https://github.com/huggingface/transformers/pull/44064) — closed
-
 ### `math-hiyoko`
 
 - profile: [github.com/math-hiyoko](https://github.com/math-hiyoko)
@@ -3369,6 +3324,29 @@ Example artifacts:
 - [PR #44736: fix: resolve false-positive regex warning for non-mistral models](https://github.com/huggingface/transformers/pull/44736) — closed
 - [PR #44618: fix: Add BOS/EOS tokens by default for DeBERTa v2 tokenizer](https://github.com/huggingface/transformers/pull/44618) — closed
 
+### `cyyever`
+
+- profile: [github.com/cyyever](https://github.com/cyyever)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Acyyever)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Acyyever)
+- repo first seen: `2025-08-10T08:43:09Z`
+- repo last seen: `2026-03-31T14:41:18Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **24**
+- snapshot authored PRs/issues: **24 PRs / 0 issues**
+- snapshot discussion activity: **6 comments / 8 reviews / 8 review comments**
+- account age: **3697 days**
+- recent public PR activity: **202 PRs** (138 merged / 42 closed-unmerged / 22 open; merged rate **68%**, closed-unmerged rate **21%**, open rate **11%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **extremely high recent PR volume**
+
+Example artifacts:
+- [PR #45113: Add GDS support for safetensors loading ](https://github.com/huggingface/transformers/pull/45113) — open
+- [PR #44123: Avoid device sync in training loss accumulation](https://github.com/huggingface/transformers/pull/44123) — open
+- [PR #44069: Use torch.isfinite](https://github.com/huggingface/transformers/pull/44069) — closed, merged
+
 ### `jp1924`
 
 - profile: [github.com/jp1924](https://github.com/jp1924)
@@ -3439,6 +3417,29 @@ Example artifacts:
 - [PR #43590: Remove many output_attentions and other traced outputs on 100+ models ](https://github.com/huggingface/transformers/pull/43590) — closed, merged
 - [Issue #43979: Call to contributions: refactor output tracing in transformers](https://github.com/huggingface/transformers/issues/43979) — closed
 
+### `mariam851`
+
+- profile: [github.com/mariam851](https://github.com/mariam851)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amariam851)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amariam851)
+- repo first seen: `2026-02-15T08:51:26Z`
+- repo last seen: `2026-02-20T16:58:27Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1176 days**
+- recent public PR activity: **4 PRs** (0 merged / 3 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #44184: feat: add OpenAI CircuitGPT core architecture and sparse linear layers](https://github.com/huggingface/transformers/pull/44184) — open
+- [PR #44124: feat: add eval_on_end to Trainer for final evaluation](https://github.com/huggingface/transformers/pull/44124) — closed
+- [PR #44064: feat: implement eval_on_end to trigger evaluation after training](https://github.com/huggingface/transformers/pull/44064) — closed
+
 ### `JaredforReal`
 
 - profile: [github.com/JaredforReal](https://github.com/JaredforReal)
@@ -6386,6 +6387,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45303: Fix FA2 inference equivalence failures for Whisper (closes #29942)](https://github.com/huggingface/transformers/pull/45303) — closed
 
+### `Kabir08`
+
+- profile: [github.com/Kabir08](https://github.com/Kabir08)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AKabir08)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AKabir08)
+- repo first seen: `2026-04-19T08:27:15Z`
+- repo last seen: `2026-04-19T08:31:06Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **2216 days**
+- recent public PR activity: **6 PRs** (1 merged / 0 closed-unmerged / 5 open; merged rate **17%**, closed-unmerged rate **0%**, open rate **83%**)
+- 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 #45511: Fix NaN in Gemma3/EmbeddingGemma when batching mixed-length sequences…](https://github.com/huggingface/transformers/pull/45511) — open
+
 ### `kamalrajkannan78`
 
 - profile: [github.com/kamalrajkannan78](https://github.com/kamalrajkannan78)

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snapshots/20260419T090534Z/manifest.json

@@ -0,0 +1,39 @@
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snapshots/latest.json

@@ -1,8 +1,8 @@
 {
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-  "latest_snapshot_id": "20260419T080535Z",
+  "archived_manifest_path": "snapshots/20260419T090534Z/manifest.json",
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   "manifest_path": "manifest.json",
-  "next_since": "2026-04-19T08:05:35Z",
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   "repo": "huggingface/transformers",
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 }

state/watermark.json

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-  "next_since": "2026-04-19T08:05:35Z",
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 }