Refresh transformers dataset snapshot 20260620T000023Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260619T180015Z`
+- latest snapshot: `20260620T000023Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
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new-contributors-report.md

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 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260619T180015Z`
-- Generated: `2026-06-19T18:02:28Z`
+- Snapshot: `20260620T000023Z`
+- Generated: `2026-06-20T00:01:06Z`
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 | `damodharg6` | [profile](https://github.com/damodharg6) | no | FIRST_TIME_CONTRIBUTOR | 407d | `2026-05-15T03:01:55Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Danish08654` | [profile](https://github.com/Danish08654) | no | NONE | 561d | `2026-05-28T09:15:36Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `danyalahmed1995` | [profile](https://github.com/danyalahmed1995) | no | CONTRIBUTOR | 2355d | `2026-05-26T00:41:01Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
-| `ddreeselogs` | [profile](https://github.com/ddreeselogs) | no | FIRST_TIMER | 42d | `2026-04-20T23:59:40Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `devteamaegis` | [profile](https://github.com/devteamaegis) | no | NONE | 43d | `2026-05-28T21:52:17Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `dfgvaetyj3456356-hash` | [profile](https://github.com/dfgvaetyj3456356-hash) | no | NONE | 3d | `2026-06-01T03:10:16Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `Dhruv908615` | [profile](https://github.com/Dhruv908615) | no | NONE | 300d | `2026-05-03T06:02:43Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -319,7 +320,6 @@
 | `professoralbay` | [profile](https://github.com/professoralbay) | no | FIRST_TIMER | 780d | `2026-06-03T20:51:18Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Protocol-zero-0` | [profile](https://github.com/Protocol-zero-0) | no | NONE | 110d | `2026-05-16T15:42:56Z` | 1 | 0 | weak | very high | high | young account; high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `puneetdixit200` | [profile](https://github.com/puneetdixit200) | no | NONE | 223d | `2026-05-16T09:13:29Z` | 1 | 0 | weak | moderate | low | young account; high open PR share; targets high-star repos |
-| `punyamodi` | [profile](https://github.com/punyamodi) | no | CONTRIBUTOR | 2156d | `2026-06-12T08:32:21Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `puwaer` | [profile](https://github.com/puwaer) | no | FIRST_TIME_CONTRIBUTOR | 1811d | `2026-06-16T05:24:18Z` | 1 | 0 | strong | moderate | low | — |
 | `pvelayudhan` | [profile](https://github.com/pvelayudhan) | no | CONTRIBUTOR | 2051d | `2026-05-27T14:26:06Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `py-ai-dev` | [profile](https://github.com/py-ai-dev) | no | NONE | 78d | `2026-03-21T22:53:27Z` | 1 | 0 | weak | high | medium | very new account; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
@@ -366,7 +366,7 @@
 | `Yooniel` | [profile](https://github.com/Yooniel) | no | CONTRIBUTOR | 2080d | `2026-05-21T15:59:30Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `YousefZahran1` | [profile](https://github.com/YousefZahran1) | no | NONE | 870d | `2026-05-07T16:00:57Z` | 1 | 0 | weak | moderate | low | high open PR share |
 | `yuekaizhang` | [profile](https://github.com/yuekaizhang) | no | CONTRIBUTOR | 3305d | `2026-06-08T05:30:02Z` | 1 | 0 | mixed | moderate | low | high open PR share |
-| `yyouretoast` | [profile](https://github.com/yyouretoast) | yes | CONTRIBUTOR | 1077d | `2026-06-19T14:58:48Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
+| `yyouretoast` | [profile](https://github.com/yyouretoast) | no | CONTRIBUTOR | 1077d | `2026-06-19T14:58:48Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `ZappD0S` | [profile](https://github.com/ZappD0S) | no | FIRST_TIMER | 4066d | `2026-05-19T19:36:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `zeoses` | [profile](https://github.com/zeoses) | no | CONTRIBUTOR | 3843d | `2026-04-27T20:58:17Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
@@ -550,12 +550,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avasqu)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avasqu)
 - repo first seen: `2025-08-26T12:13:50Z`
-- repo last seen: `2026-06-19T17:54:41Z`
+- repo last seen: `2026-06-19T20:37:46Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **56**
 - snapshot authored PRs/issues: **54 PRs / 2 issues**
-- snapshot discussion activity: **697 comments / 1264 reviews / 5040 review comments**
+- snapshot discussion activity: **699 comments / 1267 reviews / 5068 review comments**
 - account age: **1991 days**
 - recent public PR activity: **21 PRs** (12 merged / 3 closed-unmerged / 6 open; merged rate **57%**, closed-unmerged rate **14%**, open rate **29%**)
 - public orgs: none visible
@@ -3070,6 +3070,28 @@ Example artifacts:
 - [PR #46760: Add PhiRecursiveGenerator with golden ratio optimization](https://github.com/huggingface/transformers/pull/46760) — closed
 - [PR #46758: Add recursive self-improving generation with golden ratio optimization](https://github.com/huggingface/transformers/pull/46758) — closed
 
+### `punyamodi`
+
+- profile: [github.com/punyamodi](https://github.com/punyamodi)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apunyamodi)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apunyamodi)
+- repo first seen: `2026-06-12T08:32:21Z`
+- repo last seen: `2026-06-19T19:34:56Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **2156 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 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 #46778: Raise clear ValueError for empty conversation in apply_chat_template](https://github.com/huggingface/transformers/pull/46778) — open
+- [PR #46592: Fix regression in ProcessorMixin._load_tokenizer_from_pretrained for tokenizers at root](https://github.com/huggingface/transformers/pull/46592) — closed, merged
+
 ### `ranjithchinnanan`
 
 - profile: [github.com/ranjithchinnanan](https://github.com/ranjithchinnanan)
@@ -5520,6 +5542,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45824: fix: correct typo 'seperate' -> 'separate' in comments across multipl…](https://github.com/huggingface/transformers/pull/45824) — closed, merged
 
+### `Charansripadi`
+
+- profile: [github.com/Charansripadi](https://github.com/Charansripadi)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACharansripadi)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACharansripadi)
+- repo first seen: `2026-06-19T19:17:29Z`
+- repo last seen: `2026-06-19T19:17:29Z`
+- 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: **1422 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 #46777: Refine imports in timesformer __init__.py](https://github.com/huggingface/transformers/pull/46777) — open
+
 ### `cheparity`
 
 - profile: [github.com/cheparity](https://github.com/cheparity)
@@ -5709,27 +5752,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46205: Guard DeviceMesh import in continuous batching](https://github.com/huggingface/transformers/pull/46205) — closed, merged
 
-### `ddreeselogs`
-
-- profile: [github.com/ddreeselogs](https://github.com/ddreeselogs)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Addreeselogs)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Addreeselogs)
-- repo first seen: `2026-04-20T23:59:40Z`
-- repo last seen: `2026-04-20T23:59:40Z`
-- 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: **42 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 **medium**
-- heuristic read: **very new account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #45537: NVFP4 quantization: streaming loader, fused MoE experts (Qwen + Llama…](https://github.com/huggingface/transformers/pull/45537) — closed
-
 ### `devteamaegis`
 
 - profile: [github.com/devteamaegis](https://github.com/devteamaegis)
@@ -7263,27 +7285,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46003: Fix DeepSeekV4 compressor padding masks](https://github.com/huggingface/transformers/pull/46003) — closed
 
-### `punyamodi`
-
-- profile: [github.com/punyamodi](https://github.com/punyamodi)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Apunyamodi)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Apunyamodi)
-- repo first seen: `2026-06-12T08:32:21Z`
-- repo last seen: `2026-06-18T13:24:00Z`
-- first seen in snapshot: **no**
-- repo association: **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: **2156 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 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 #46592: Fix regression in ProcessorMixin._load_tokenizer_from_pretrained for tokenizers at root](https://github.com/huggingface/transformers/pull/46592) — closed, merged
-
 ### `puwaer`
 
 - profile: [github.com/puwaer](https://github.com/puwaer)
@@ -8257,7 +8258,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ayyouretoast)
 - repo first seen: `2026-06-19T14:58:48Z`
 - repo last seen: `2026-06-19T15:15:47Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:fadd3c40a051ac947020a7b1c41ae160b8e7ea9eb217292f4ff075cebd26d6f0
-size 64535
+oid sha256:fc4e5342fd3c60ece69ab4753a773b0063e7c18842ffe767e7cb69d91177ab95
+size 64544

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260619T180015Z",
-  "generated_at": "2026-06-19T18:02:24Z",
-  "cluster_count": 71,
+  "snapshot_id": "20260620T000023Z",
+  "generated_at": "2026-06-20T00:01:02Z",
+  "cluster_count": 73,
   "pr_scope_clusters": [
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@@ -66,7 +66,7 @@
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           "right_pr_number": 46775,
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@@ -114,7 +114,7 @@
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@@ -209,7 +209,7 @@
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@@ -402,7 +402,7 @@
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@@ -738,7 +738,7 @@
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@@ -1494,304 +1494,6 @@
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-      "summary": "6 open PRs share weighted file overlap around `src/transformers/processing_utils.py`, `tests/test_processing_common.py`, `tests/models/auto/test_processor_auto.py`; representative PR #45627.",
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@@ -2835,6 +2746,82 @@
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     },
+    {
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+      "summary": "3 open PRs share weighted file overlap around `tests/test_tokenization_common.py`, `src/transformers/tokenization_utils_base.py`; representative PR #46778.",
+      "shared_filenames": [
+        "tests/test_tokenization_common.py",
+        "src/transformers/tokenization_utils_base.py"
+      ],
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+          "shared_directories": [
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+            "tests"
+          ]
+        }
+      ]
+    },
     {
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         {
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@@ -3686,7 +3673,7 @@
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@@ -3993,8 +3980,8 @@
         {
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@@ -4010,7 +3997,7 @@
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@@ -4025,7 +4012,7 @@
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@@ -5003,7 +4990,7 @@
         46177
       ],
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-      "average_similarity": 0.52,
+      "average_similarity": 0.515,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/tokenization_utils_base.py`; representative PR #45541.",
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@@ -5016,8 +5003,8 @@
         {
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@@ -5173,7 +5160,7 @@
         43649
       ],
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-      "average_similarity": 0.495,
+      "average_similarity": 0.496,
       "summary": "2 open PRs share weighted file overlap around `utils/notification_service.py`, `.github/workflows/self-comment-ci.yml`, `.github/workflows/self-scheduled.yml`; representative PR #43532.",
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@@ -5193,7 +5180,7 @@
         {
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@@ -5943,7 +5930,7 @@
         45783
       ],
       "representative_pr_number": 43446,
-      "average_similarity": 0.402,
+      "average_similarity": 0.403,
       "summary": "2 open PRs share weighted file overlap around `src/transformers/models/deepseek_vl/modeling_deepseek_vl.py`, `src/transformers/models/fast_vlm/modeling_fast_vlm.py`, `src/transformers/models/fast_vlm/modular_fast_vlm.py`; representative PR #43446.",
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@@ -5969,7 +5956,7 @@
         {
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           "breadth_similarity": 0.4,
@@ -6001,6 +5988,45 @@
         }
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     },
+    {
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+      "pr_numbers": [
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+        45114
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+      "representative_pr_number": 44369,
+      "average_similarity": 0.4,
+      "summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.",
+      "shared_filenames": [
+        "docs/source/en/tasks/zero_shot_object_detection.md"
+      ],
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