Refresh transformers dataset snapshot 20260710T060026Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+            "number": 47234,
+            "title": "Fix MPS crash in build_2d_sinusoidal_position_embedding (float64 \u2192 float32)",
+            "url": "https://github.com/huggingface/transformers/pull/47234",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-10T04:27:01Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 47232,
+            "title": "Fix misleading T5Stack error messages when stack is used as decoder",
+            "url": "https://github.com/huggingface/transformers/pull/47232",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-10T04:15:55Z"
+          }
+        ],
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+      },
+      "fetch_error": null
+    },
     {
       "author_login": "Sriniketh24",
       "name": null,
@@ -7157,12 +7234,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arigen1048",
       "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arigen1048",
       "repo_first_seen_at": "2026-04-28T15:23:48Z",
-      "repo_last_seen_at": "2026-07-09T07:53:50Z",
+      "repo_last_seen_at": "2026-07-10T04:33:58Z",
       "repo_primary_artifact_count": 5,
-      "repo_artifact_count": 28,
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       "snapshot_issue_count": 0,
       "snapshot_pr_count": 5,
-      "snapshot_comment_count": 23,
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       "repo_association": "CONTRIBUTOR",
@@ -7195,7 +7272,7 @@
           {
             "kind": "pull_request",
             "number": 47152,
-            "title": "Fix FP8 dequantization for frozen compressed-tensors models",
+            "title": "[Quantization]: Refactor is_quantization_compressed for format-based detection",
             "url": "https://github.com/huggingface/transformers/pull/47152",
             "state": "open",
             "merged": false,
@@ -9009,12 +9086,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
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-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
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+      "report_reason": null,
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+      "live_refetch_skipped": true,
       "account_age_days": 4013,
       "young_account": false,
       "follow_through_score": "strong",
@@ -9815,12 +9892,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": true,
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-      "enrichment_source": "live",
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+      "enrichment_source": "previous_report",
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       "account_age_days": 886,
       "young_account": false,
       "follow_through_score": "weak",
@@ -11927,8 +12004,8 @@
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       "known_via_prior_merged_pr": true,
       "report_reason": null,
-      "enrichment_source": "live",
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       "account_age_days": 4292,
       "young_account": false,
       "follow_through_score": "weak",
@@ -16869,6 +16946,63 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "AUTHENSOR",
+      "name": "Authensor",
+      "profile_url": "https://github.com/AUTHENSOR",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAUTHENSOR",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAUTHENSOR",
+      "repo_first_seen_at": "2026-07-10T04:12:27Z",
+      "repo_last_seen_at": "2026-07-10T04:12:27Z",
+      "repo_primary_artifact_count": 1,
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+      "repo_association": "FIRST_TIME_CONTRIBUTOR",
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+      "known_via_prior_merged_pr": false,
+      "report_reason": "first_seen_in_snapshot",
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 201,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "very high",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 46,
+        "merged_pr_count": 9,
+        "closed_unmerged_pr_count": 5,
+        "open_pr_count": 32,
+        "merged_pr_rate": 0.1957,
+        "closed_unmerged_pr_rate": 0.1087,
+        "still_open_pr_rate": 0.6957,
+        "distinct_repos_with_authored_prs": 34,
+        "distinct_repos_with_open_prs": 25
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 47230,
+            "title": "[security] Add SSRF validation to load_image URL fetch",
+            "url": "https://github.com/huggingface/transformers/pull/47230",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-10T04:12:27Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "AyushDas4890",
       "name": "Ayush Das",
@@ -17669,63 +17803,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "chirag-gupta-07",
-      "name": "Chirag Gupta",
-      "profile_url": "https://github.com/chirag-gupta-07",
-      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Achirag-gupta-07",
-      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Achirag-gupta-07",
-      "repo_first_seen_at": "2026-05-11T05:43:53Z",
-      "repo_last_seen_at": "2026-05-11T05:43:53Z",
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-      "account_age_days": 276,
-      "young_account": true,
-      "follow_through_score": "weak",
-      "breadth_score": "low",
-      "automation_risk_signal": "low",
-      "heuristic_note": "young account; high open PR share; no visible non-self stars; targets high-star repos",
-      "public_orgs": [],
-      "activity": {
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-            "number": 45883,
-            "title": "Fix Gemma4 inputs_embeds OOM during per-layer lookup",
-            "url": "https://github.com/huggingface/transformers/pull/45883",
-            "state": "open",
-            "merged": false,
-            "draft": false,
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-      "fetch_error": null
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     {
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       "name": null,

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260710T000031Z`
-- Generated: `2026-07-10T00:01:38Z`
+- Snapshot: `20260710T060026Z`
+- Generated: `2026-07-10T06:01:43Z`
 - Activity window: `60d`
-- Contributors: `368`
+- Contributors: `369`
 
 ## Summary
 
@@ -25,9 +25,9 @@
 | `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 36 | 20 | strong | low | low | targets high-star repos |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 35 | 4 | strong | moderate | low | high recent PR volume |
 | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 33 | 0 | strong | low | low | targets high-star repos |
+| `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 32 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-04-02T00:38:09Z` | 32 | 0 | strong | low | low | targets high-star repos |
 | `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | no | MEMBER | 2354d | `2025-07-04T08:41:29Z` | 31 | 4 | strong | low | low | — |
-| `3outeille` | [profile](https://github.com/3outeille) | no | MEMBER | 2625d | `2025-11-26T16:58:10Z` | 30 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `cyyever` | [profile](https://github.com/cyyever) | no | CONTRIBUTOR | 3752d | `2025-08-10T08:43:09Z` | 30 | 0 | weak | moderate | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 27 | 14 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 27 | 0 | n/a | n/a | n/a | summary unavailable |
@@ -55,10 +55,10 @@
 | `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5087d | `2026-03-13T14:45:22Z` | 7 | 10 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `Incheonkirin` | [profile](https://github.com/Incheonkirin) | no | CONTRIBUTOR | 2854d | `2026-06-09T11:35:01Z` | 7 | 2 | weak | moderate | low | high open PR share; targets high-star repos |
 | `guarin` | [profile](https://github.com/guarin) | no | MEMBER | 2794d | `2026-05-12T18:20:58Z` | 7 | 0 | strong | low | low | — |
+| `IMvision12` | [profile](https://github.com/IMvision12) | no | CONTRIBUTOR | 1735d | `2026-05-10T21:08:04Z` | 7 | 0 | strong | low | low | high recent PR volume |
 | `kpal002` | [profile](https://github.com/kpal002) | no | CONTRIBUTOR | 2595d | `2026-05-30T07:56:05Z` | 7 | 0 | strong | moderate | low | high recent PR volume |
 | `kylesayrs` | [profile](https://github.com/kylesayrs) | no | CONTRIBUTOR | 3784d | `2025-07-28T19:40:18Z` | 7 | 0 | mixed | moderate | medium | high recent PR volume; high open PR share |
 | `Aravind-11` | [profile](https://github.com/Aravind-11) | no | CONTRIBUTOR | 2872d | `2025-11-10T23:38:23Z` | 6 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `IMvision12` | [profile](https://github.com/IMvision12) | no | CONTRIBUTOR | 1735d | `2026-05-10T21:08:04Z` | 6 | 0 | strong | low | low | high recent PR volume |
 | `kaivalya-cyber` | [profile](https://github.com/kaivalya-cyber) | no | NONE | 1067d | `2026-07-09T05:30:44Z` | 6 | 0 | weak | high | low | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `KirtiRamchandani` | [profile](https://github.com/KirtiRamchandani) | no | NONE | 3143d | `2026-06-13T17:53:25Z` | 6 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `leaderofARS` | [profile](https://github.com/leaderofARS) | no | CONTRIBUTOR | 660d | `2025-12-04T12:38:46Z` | 6 | 0 | strong | moderate | low | — |
@@ -69,6 +69,7 @@
 | `kamran-nizamani` | [profile](https://github.com/kamran-nizamani) | no | CONTRIBUTOR | 622d | `2026-06-11T21:16:42Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `McPatate` | [profile](https://github.com/McPatate) | no | MEMBER | 4207d | `2025-09-05T15:52:11Z` | 5 | 0 | strong | moderate | low | high recent PR volume |
 | `SebTardif` | [profile](https://github.com/SebTardif) | no | CONTRIBUTOR | 5216d | `2026-05-19T17:17:53Z` | 5 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
+| `sridhar-3009` | [profile](https://github.com/sridhar-3009) | yes | FIRST_TIME_CONTRIBUTOR | 1347d | `2026-07-10T04:10:03Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `Sriniketh24` | [profile](https://github.com/Sriniketh24) | no | CONTRIBUTOR | 609d | `2026-05-18T14:39:34Z` | 5 | 0 | mixed | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Dev-X25874` | [profile](https://github.com/Dev-X25874) | no | FIRST_TIME_CONTRIBUTOR | 4d | `2026-05-13T10:45:04Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `douglas-reid` | [profile](https://github.com/douglas-reid) | no | CONTRIBUTOR | 3573d | `2026-04-02T19:05:35Z` | 4 | 0 | strong | low | low | targets high-star repos |
@@ -118,7 +119,7 @@
 | `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
 | `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 |
 | `ChangyiYang` | [profile](https://github.com/ChangyiYang) | no | CONTRIBUTOR | 1384d | `2026-06-12T07:03:59Z` | 2 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
-| `faustomilletari` | [profile](https://github.com/faustomilletari) | yes | NONE | 4013d | `2026-07-09T18:24:24Z` | 2 | 0 | strong | moderate | low | — |
+| `faustomilletari` | [profile](https://github.com/faustomilletari) | no | NONE | 4013d | `2026-07-09T18:24:24Z` | 2 | 0 | strong | moderate | low | — |
 | `Functionhx` | [profile](https://github.com/Functionhx) | no | FIRST_TIME_CONTRIBUTOR | 753d | `2026-07-09T12:40:10Z` | 2 | 0 | weak | high | low | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `gabrielspmoreira` | [profile](https://github.com/gabrielspmoreira) | no | FIRST_TIME_CONTRIBUTOR | 5647d | `2026-05-18T23:25:12Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `goingforstudying-ctrl` | [profile](https://github.com/goingforstudying-ctrl) | no | FIRST_TIME_CONTRIBUTOR | 120d | `2026-06-02T23:21:10Z` | 2 | 0 | weak | very high | high | young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -130,7 +131,7 @@
 | `kkwjk2718` | [profile](https://github.com/kkwjk2718) | no | CONTRIBUTOR | 889d | `2026-07-08T05:08:24Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Kropiunig` | [profile](https://github.com/Kropiunig) | no | CONTRIBUTOR | 2665d | `2026-06-27T21:52:44Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `lcheng321` | [profile](https://github.com/lcheng321) | no | CONTRIBUTOR | 2614d | `2026-06-20T07:49:11Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `maslinedwin` | [profile](https://github.com/maslinedwin) | yes | FIRST_TIME_CONTRIBUTOR | 886d | `2026-07-09T20:23:33Z` | 2 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
+| `maslinedwin` | [profile](https://github.com/maslinedwin) | no | FIRST_TIME_CONTRIBUTOR | 886d | `2026-07-09T20:23:33Z` | 2 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
 | `meatybobby` | [profile](https://github.com/meatybobby) | no | CONTRIBUTOR | 4220d | `2026-06-04T18:30:50Z` | 2 | 0 | weak | low | low | high open PR share |
 | `mishig25` | [profile](https://github.com/mishig25) | no | MEMBER | 4108d | `2026-07-06T07:52:12Z` | 2 | 0 | mixed | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `MosadCreates` | [profile](https://github.com/MosadCreates) | no | NONE | 586d | `2026-06-27T13:49:21Z` | 2 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -232,6 +233,7 @@
 | `Ashutosh-177` | [profile](https://github.com/Ashutosh-177) | no | NONE | 978d | `2026-05-19T06:28:43Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | no | FIRST_TIME_CONTRIBUTOR | 3285d | `2026-07-08T22:49:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `atri2549` | [profile](https://github.com/atri2549) | no | FIRST_TIMER | 1108d | `2026-07-01T09:25:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
+| `AUTHENSOR` | [profile](https://github.com/AUTHENSOR) | yes | FIRST_TIME_CONTRIBUTOR | 201d | `2026-07-10T04:12:27Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `AyushDas4890` | [profile](https://github.com/AyushDas4890) | no | FIRST_TIME_CONTRIBUTOR | 966d | `2026-07-02T04:24:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `AzeezIsh` | [profile](https://github.com/AzeezIsh) | no | CONTRIBUTOR | 1650d | `2026-06-04T16:46:37Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 | `BB0813` | [profile](https://github.com/BB0813) | no | NONE | 943d | `2026-06-21T13:10:48Z` | 1 | 0 | mixed | high | low | broad repo spread |
@@ -246,7 +248,6 @@
 | `Charansripadi` | [profile](https://github.com/Charansripadi) | no | FIRST_TIMER | 1422d | `2026-06-19T19:17:29Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `cheparity` | [profile](https://github.com/cheparity) | no | FIRST_TIME_CONTRIBUTOR | 1517d | `2026-06-03T05:18:26Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Chinmay1220` | [profile](https://github.com/Chinmay1220) | no | FIRST_TIME_CONTRIBUTOR | 999d | `2026-06-11T16:14:03Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
-| `chirag-gupta-07` | [profile](https://github.com/chirag-gupta-07) | no | FIRST_TIMER | 276d | `2026-05-11T05:43:53Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `cjc0013` | [profile](https://github.com/cjc0013) | no | NONE | 209d | `2026-06-12T22:51:55Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `clijo` | [profile](https://github.com/clijo) | no | CONTRIBUTOR | 2547d | `2026-07-07T11:36:27Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `clyang82` | [profile](https://github.com/clyang82) | no | NONE | 4401d | `2026-06-14T07:17:29Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -771,6 +772,30 @@ Example artifacts:
 - [PR #47144: revert #47121](https://github.com/huggingface/transformers/pull/47144) — closed, merged
 - [PR #47113: [fix] fix requirements audio feature and proc](https://github.com/huggingface/transformers/pull/47113) — open
 
+### `3outeille`
+
+- profile: [github.com/3outeille](https://github.com/3outeille)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A3outeille)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A3outeille)
+- repo first seen: `2025-11-26T16:58:10Z`
+- repo last seen: `2026-07-10T05:14:23Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **33**
+- snapshot authored PRs/issues: **32 PRs / 1 issues**
+- snapshot discussion activity: **35 comments / 122 reviews / 124 review comments**
+- account age: **2625 days**
+- recent public PR activity: **9 PRs** (4 merged / 0 closed-unmerged / 5 open; merged rate **44%**, closed-unmerged rate **0%**, open rate **56%**)
+- public orgs: `huggingface`
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #47237: Fix DistributedConfig docstring for unimplemented sp_plan ](https://github.com/huggingface/transformers/pull/47237) — open
+- [PR #47236: Fix DistributedConfig docstring for unimplemented SP/EP plans](https://github.com/huggingface/transformers/pull/47236) — closed
+- [PR #47194: TP dtensor](https://github.com/huggingface/transformers/pull/47194) — open, draft
+- [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
+
 ### `yonigozlan`
 
 - profile: [github.com/yonigozlan](https://github.com/yonigozlan)
@@ -820,30 +845,6 @@ Example artifacts:
 - [Issue #45571: A nice UX for generating dynamic tensors that break torch.compile/torch.export](https://github.com/huggingface/transformers/issues/45571) — open
 - [Issue #43682: `torch.compile` and `torch.export` helper function to be moved from `import_utils`](https://github.com/huggingface/transformers/issues/43682) — open
 
-### `3outeille`
-
-- profile: [github.com/3outeille](https://github.com/3outeille)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A3outeille)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A3outeille)
-- repo first seen: `2025-11-26T16:58:10Z`
-- repo last seen: `2026-07-09T06:27:03Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **31**
-- snapshot authored PRs/issues: **30 PRs / 1 issues**
-- snapshot discussion activity: **34 comments / 122 reviews / 124 review comments**
-- account age: **2625 days**
-- recent public PR activity: **9 PRs** (4 merged / 0 closed-unmerged / 5 open; merged rate **44%**, closed-unmerged rate **0%**, open rate **56%**)
-- public orgs: `huggingface`
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #47194: TP dtensor](https://github.com/huggingface/transformers/pull/47194) — open, draft
-- [PR #47165: Add FSDP plans to all models](https://github.com/huggingface/transformers/pull/47165) — open
-- [PR #46990: FSDP orchestration: apply + loading/saving](https://github.com/huggingface/transformers/pull/46990) — open
-- [Issue #46187: cohere2_moe fails training + tensor parallel tests](https://github.com/huggingface/transformers/issues/46187) — closed
-
 ### `cyyever`
 
 - profile: [github.com/cyyever](https://github.com/cyyever)
@@ -1483,6 +1484,29 @@ Example artifacts:
 - [PR #46674: Sapiens2: Remove modeling imports in image processing](https://github.com/huggingface/transformers/pull/46674) — closed, merged
 - [PR #46438: Speed up modular conversion by reusing process pool](https://github.com/huggingface/transformers/pull/46438) — closed, merged
 
+### `IMvision12`
+
+- profile: [github.com/IMvision12](https://github.com/IMvision12)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIMvision12)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIMvision12)
+- repo first seen: `2026-05-10T21:08:04Z`
+- repo last seen: `2026-07-10T04:22:21Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **7 PRs / 0 issues**
+- snapshot discussion activity: **6 comments / 1 reviews / 1 review comments**
+- account age: **1735 days**
+- recent public PR activity: **83 PRs** (80 merged / 3 closed-unmerged / 0 open; merged rate **96%**, closed-unmerged rate **4%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **high recent PR volume**
+
+Example artifacts:
+- [PR #47233: Fix Hunyuan-VL PIL image resize parity with reference preprocessing](https://github.com/huggingface/transformers/pull/47233) — open
+- [PR #47186: Fix batched Qwen2.5/3-Omni audio generation](https://github.com/huggingface/transformers/pull/47186) — open
+- [PR #47129: Fix RT-DETR v2 converter for current model keys](https://github.com/huggingface/transformers/pull/47129) — open
+
 ### `kpal002`
 
 - profile: [github.com/kpal002](https://github.com/kpal002)
@@ -1552,29 +1576,6 @@ Example artifacts:
 - [PR #46873: Fix GatedDeltaNet torch fallback prefill vs decode divergence (#46190)](https://github.com/huggingface/transformers/pull/46873) — closed
 - [PR #46872: Fix RT-DETR extra feature-level projection indexing (#46832)](https://github.com/huggingface/transformers/pull/46872) — closed
 
-### `IMvision12`
-
-- profile: [github.com/IMvision12](https://github.com/IMvision12)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIMvision12)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIMvision12)
-- repo first seen: `2026-05-10T21:08:04Z`
-- repo last seen: `2026-07-09T21:37:22Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **6**
-- snapshot authored PRs/issues: **6 PRs / 0 issues**
-- snapshot discussion activity: **6 comments / 1 reviews / 1 review comments**
-- account age: **1735 days**
-- recent public PR activity: **83 PRs** (80 merged / 3 closed-unmerged / 0 open; merged rate **96%**, closed-unmerged rate **4%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **high recent PR volume**
-
-Example artifacts:
-- [PR #47186: Fix batched Qwen2.5/3-Omni audio generation](https://github.com/huggingface/transformers/pull/47186) — open
-- [PR #47129: Fix RT-DETR v2 converter for current model keys](https://github.com/huggingface/transformers/pull/47129) — open
-- [PR #47105: Re-enable VITS model forward test](https://github.com/huggingface/transformers/pull/47105) — open
-
 ### `kaivalya-cyber`
 
 - profile: [github.com/kaivalya-cyber](https://github.com/kaivalya-cyber)
@@ -1808,6 +1809,29 @@ Example artifacts:
 - [PR #46288: Export is_falcon_mamba_ssm_available from utils](https://github.com/huggingface/transformers/pull/46288) — closed
 - [PR #46263: Replace assert with raise ImportError for optuna/ray dependency checks](https://github.com/huggingface/transformers/pull/46263) — closed, merged
 
+### `sridhar-3009`
+
+- profile: [github.com/sridhar-3009](https://github.com/sridhar-3009)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asridhar-3009)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asridhar-3009)
+- repo first seen: `2026-07-10T04:10:03Z`
+- repo last seen: `2026-07-10T04:33:05Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_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: **1347 days**
+- recent public PR activity: **196 PRs** (29 merged / 117 closed-unmerged / 50 open; merged rate **15%**, closed-unmerged rate **60%**, open rate **26%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs**
+
+Example artifacts:
+- [PR #47235: Fix double-shift training loss in CohereAsrForConditionalGeneration](https://github.com/huggingface/transformers/pull/47235) — open
+- [PR #47234: Fix MPS crash in build_2d_sinusoidal_position_embedding (float64 → float32)](https://github.com/huggingface/transformers/pull/47234) — open
+- [PR #47232: Fix misleading T5Stack error messages when stack is used as decoder](https://github.com/huggingface/transformers/pull/47232) — open
+
 ### `Sriniketh24`
 
 - profile: [github.com/Sriniketh24](https://github.com/Sriniketh24)
@@ -2394,12 +2418,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Arigen1048)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Arigen1048)
 - repo first seen: `2026-04-28T15:23:48Z`
-- repo last seen: `2026-07-09T07:53:50Z`
+- repo last seen: `2026-07-10T04:33:58Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **23 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **24 comments / 0 reviews / 0 review comments**
 - account age: **92 days**
 - recent public PR activity: **5 PRs** (0 merged / 3 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **60%**, open rate **40%**)
 - public orgs: none visible
@@ -2407,7 +2431,7 @@ Example artifacts:
 - heuristic read: **young account; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #47152: Fix FP8 dequantization for frozen compressed-tensors models](https://github.com/huggingface/transformers/pull/47152) — open
+- [PR #47152: [Quantization]: Refactor is_quantization_compressed for format-based detection](https://github.com/huggingface/transformers/pull/47152) — open
 - [PR #46477: fix: sanitize path separators in _sanitize_module_name to prevent path traversal chars](https://github.com/huggingface/transformers/pull/46477) — closed
 - [PR #45840: fix: ModuleNotFoundError caused by distributed race condition in ci/cd](https://github.com/huggingface/transformers/pull/45840) — open
 
@@ -2945,7 +2969,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Afaustomilletari)
 - repo first seen: `2026-07-09T18:24:24Z`
 - repo last seen: `2026-07-09T18:25:29Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
@@ -3210,7 +3234,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amaslinedwin)
 - repo first seen: `2026-07-09T20:23:33Z`
 - repo last seen: `2026-07-09T20:48:06Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
@@ -5463,6 +5487,27 @@ Example artifacts:
 Example artifacts:
 - [PR #46995: Add MLU support to is_flash_linear_attention_available](https://github.com/huggingface/transformers/pull/46995) — open
 
+### `AUTHENSOR`
+
+- profile: [github.com/AUTHENSOR](https://github.com/AUTHENSOR)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAUTHENSOR)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAUTHENSOR)
+- repo first seen: `2026-07-10T04:12:27Z`
+- repo last seen: `2026-07-10T04:12:27Z`
+- 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: **0 comments / 0 reviews / 0 review comments**
+- account age: **201 days**
+- recent public PR activity: **46 PRs** (9 merged / 5 closed-unmerged / 32 open; merged rate **20%**, closed-unmerged rate **11%**, open rate **70%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #47230: [security] Add SSRF validation to load_image URL fetch](https://github.com/huggingface/transformers/pull/47230) — open
+
 ### `AyushDas4890`
 
 - profile: [github.com/AyushDas4890](https://github.com/AyushDas4890)
@@ -5757,27 +5802,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46567: Fix chat !save custom filename parsing](https://github.com/huggingface/transformers/pull/46567) — open
 
-### `chirag-gupta-07`
-
-- profile: [github.com/chirag-gupta-07](https://github.com/chirag-gupta-07)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Achirag-gupta-07)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Achirag-gupta-07)
-- repo first seen: `2026-05-11T05:43:53Z`
-- repo last seen: `2026-05-11T05:43:53Z`
-- first seen in snapshot: **no**
-- 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: **276 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: **young account; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #45883: Fix Gemma4 inputs_embeds OOM during per-layer lookup](https://github.com/huggingface/transformers/pull/45883) — open
-
 ### `cjc0013`
 
 - profile: [github.com/cjc0013](https://github.com/cjc0013)

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