Refresh transformers dataset snapshot 20260719T060027Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260719T000028Z`
+- latest snapshot: `20260719T060027Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
 - full file contents for changed files are not included

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new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260719T000028Z`
-- Generated: `2026-07-19T00:01:14Z`
+- Snapshot: `20260719T060027Z`
+- Generated: `2026-07-19T06:01:09Z`
 - Activity window: `60d`
-- Contributors: `363`
+- Contributors: `364`
 
 ## Summary
 
@@ -149,7 +149,6 @@
 | `ydshieh2` | [profile](https://github.com/ydshieh2) | no | CONTRIBUTOR | 596d | `2025-06-12T08:51:40Z` | 7 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `SangbumChoi` | [profile](https://github.com/SangbumChoi) | no | CONTRIBUTOR | 3079d | `2024-06-07T00:26:26Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3900d | `2026-01-21T06:14:39Z` | 5 | 4 | weak | low | low | high open PR share; targets high-star repos |
-| `sirzechs66` | [profile](https://github.com/sirzechs66) | no | CONTRIBUTOR | 1246d | `2026-03-30T12:18:41Z` | 5 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; 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 |
 | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4292d | `2025-11-26T16:41:09Z` | 4 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `bhargav-patel-29` | [profile](https://github.com/bhargav-patel-29) | no | FIRST_TIME_CONTRIBUTOR | 267d | `2026-02-05T02:43:45Z` | 3 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -175,6 +174,7 @@
 | `ir2718` | [profile](https://github.com/ir2718) | no | CONTRIBUTOR | 1648d | `2026-05-21T13:18:46Z` | 1 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `janbernloehr` | [profile](https://github.com/janbernloehr) | no | CONTRIBUTOR | 5413d | `2026-03-10T09:22:21Z` | 1 | 2 | strong | moderate | low | targets high-star repos |
 | `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 |
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 | `abcgco` | [profile](https://github.com/abcgco) | no | FIRST_TIME_CONTRIBUTOR | 2524d | `2026-07-05T12:41:27Z` | 1 | 1 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `agiulucom42-del` | [profile](https://github.com/agiulucom42-del) | no | NONE | 194d | `2026-06-08T21:16:27Z` | 1 | 1 | strong | high | low | young account; high recent PR volume; broad repo spread |
 | `ananyajoshi0203-cpu` | [profile](https://github.com/ananyajoshi0203-cpu) | no | FIRST_TIMER | 55d | `2026-06-02T22:09:56Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -258,7 +258,7 @@
 | `eliaghazal` | [profile](https://github.com/eliaghazal) | no | FIRST_TIME_CONTRIBUTOR | 1212d | `2026-07-05T16:12:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `eslam-ahmed43` | [profile](https://github.com/eslam-ahmed43) | no | FIRST_TIMER | 520d | `2026-07-16T05:51:42Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Gideon0805` | [profile](https://github.com/Gideon0805) | no | FIRST_TIME_CONTRIBUTOR | 3204d | `2026-07-07T09:46:20Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Gitanaskhan26` | [profile](https://github.com/Gitanaskhan26) | yes | FIRST_TIME_CONTRIBUTOR | 1836d | `2026-07-08T16:25:27Z` | 1 | 0 | weak | moderate | low | high open PR share |
+| `Gitanaskhan26` | [profile](https://github.com/Gitanaskhan26) | no | FIRST_TIME_CONTRIBUTOR | 1836d | `2026-07-08T16:25:27Z` | 1 | 0 | weak | moderate | low | high open PR share |
 | `gmrnlg1971` | [profile](https://github.com/gmrnlg1971) | no | NONE | 19d | `2026-06-20T18:21:51Z` | 1 | 0 | weak | high | high | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `goanpeca` | [profile](https://github.com/goanpeca) | no | NONE | 4866d | `2026-06-17T03:02:47Z` | 1 | 0 | strong | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `guinik` | [profile](https://github.com/guinik) | no | FIRST_TIME_CONTRIBUTOR | 1302d | `2026-05-23T07:48:33Z` | 1 | 0 | strong | low | low | — |
@@ -364,10 +364,11 @@
 | `Vanshajrawat` | [profile](https://github.com/Vanshajrawat) | no | NONE | 1600d | `2026-05-30T19:38:14Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `varneeth01` | [profile](https://github.com/varneeth01) | no | FIRST_TIMER | 1843d | `2026-07-18T02:45:38Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `vbayanag` | [profile](https://github.com/vbayanag) | no | FIRST_TIME_CONTRIBUTOR | 1008d | `2026-07-15T21:33:52Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `vibhorxpandey` | [profile](https://github.com/vibhorxpandey) | yes | FIRST_TIME_CONTRIBUTOR | 355d | `2026-07-18T18:26:51Z` | 1 | 0 | strong | moderate | low | young account |
+| `vibhorxpandey` | [profile](https://github.com/vibhorxpandey) | no | FIRST_TIME_CONTRIBUTOR | 355d | `2026-07-18T18:26:51Z` | 1 | 0 | strong | moderate | low | young account |
 | `W-Akrabi` | [profile](https://github.com/W-Akrabi) | no | NONE | 1346d | `2026-06-07T22:07:11Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `wangyi7099` | [profile](https://github.com/wangyi7099) | no | FIRST_TIME_CONTRIBUTOR | 3473d | `2026-06-11T00:57:04Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `wasim-builds` | [profile](https://github.com/wasim-builds) | no | NONE | 1478d | `2026-07-15T15:49:19Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
+| `webtecnica` | [profile](https://github.com/webtecnica) | yes | FIRST_TIME_CONTRIBUTOR | 2051d | `2026-07-19T03:43:20Z` | 1 | 0 | weak | moderate | medium | extremely high recent PR volume; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `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 |
 | `YuChangHui` | [profile](https://github.com/YuChangHui) | no | FIRST_TIME_CONTRIBUTOR | 2154d | `2026-07-06T02:04:32Z` | 1 | 0 | strong | low | low | — |
 | `yuekaizhang` | [profile](https://github.com/yuekaizhang) | no | CONTRIBUTOR | 3305d | `2026-06-08T05:30:02Z` | 1 | 0 | mixed | moderate | low | high open PR share |
@@ -3636,29 +3637,6 @@ Example artifacts:
 - [Issue #45335: [t5gemma] resize_token_embeddings does not effect to decoder.embed_tokens](https://github.com/huggingface/transformers/issues/45335) — closed
 - [Issue #45292: resize_token_embeddings does not effect to output_embeddings](https://github.com/huggingface/transformers/issues/45292) — closed
 
-### `sirzechs66`
-
-- profile: [github.com/sirzechs66](https://github.com/sirzechs66)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asirzechs66)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asirzechs66)
-- repo first seen: `2026-03-30T12:18:41Z`
-- repo last seen: `2026-05-30T08:44:51Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **14 comments / 1 reviews / 1 review comments**
-- account age: **1246 days**
-- recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #46098: Fix Mamba2Mixer: use_cache with seq_len > 1 silently produces incorrect results (both CPU and GPU paths) (#46032)](https://github.com/huggingface/transformers/pull/46098) — closed
-- [PR #45506: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757) latest](https://github.com/huggingface/transformers/pull/45506) — closed, merged
-- [PR #45500: Add full GGUF loading support for GPT‑OSS (fixes #43366, supersedes #43757) latest](https://github.com/huggingface/transformers/pull/45500) — closed, draft
-
 ### `Dev-X25874`
 
 - profile: [github.com/Dev-X25874](https://github.com/Dev-X25874)
@@ -4222,6 +4200,29 @@ Example artifacts:
 - [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) — closed
 - [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) — closed
 
+### `SelfSL`
+
+- profile: [github.com/SelfSL](https://github.com/SelfSL)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASelfSL)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASelfSL)
+- repo first seen: `2026-07-18T21:38:55Z`
+- repo last seen: `2026-07-19T02:27:48Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIMER**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **1 PRs / 2 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1773 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 #47408: Raise informative error when a converted checkpoint matches none of the loaded class's weights](https://github.com/huggingface/transformers/pull/47408) — open
+- [Issue #47405: Silent conversion skip on model_type mismatch: loading a converted checkpoint via the wrong Auto class yields randomly-initialized weights that generate fluently](https://github.com/huggingface/transformers/issues/47405) — open
+- [Issue #47404: device_map loading OOMs on conversion-op transients: WeightConverter contiguous() runs on destination GPU, unbudgeted by max_memory packing](https://github.com/huggingface/transformers/issues/47404) — open
+
 ### `abcgco`
 
 - profile: [github.com/abcgco](https://github.com/abcgco)
@@ -4580,12 +4581,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ALauraGPT)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ALauraGPT)
 - repo first seen: `2026-05-24T11:07:04Z`
-- repo last seen: `2026-07-19T00:00:36Z`
+- repo last seen: `2026-07-19T00:22:05Z`
 - 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: **40 comments / 32 reviews / 32 review comments**
+- snapshot discussion activity: **41 comments / 32 reviews / 32 review comments**
 - account age: **3699 days**
 - recent public PR activity: **9 PRs** (2 merged / 0 closed-unmerged / 7 open; merged rate **22%**, closed-unmerged rate **0%**, open rate **78%**)
 - public orgs: `FunAudioLLM`
@@ -5999,7 +6000,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AGitanaskhan26)
 - repo first seen: `2026-07-08T16:25:27Z`
 - repo last seen: `2026-07-18T22:04:41Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -8225,7 +8226,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Avibhorxpandey)
 - repo first seen: `2026-07-18T18:26:51Z`
 - repo last seen: `2026-07-18T18:28:00Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -8302,6 +8303,27 @@ Example artifacts:
 Example artifacts:
 - [PR #47343: docs: fix typo 'succesful' -> 'successful' in modeling_utils.py](https://github.com/huggingface/transformers/pull/47343) — closed
 
+### `webtecnica`
+
+- profile: [github.com/webtecnica](https://github.com/webtecnica)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Awebtecnica)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Awebtecnica)
+- repo first seen: `2026-07-19T03:43:20Z`
+- repo last seen: `2026-07-19T03:43:26Z`
+- 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: **2051 days**
+- recent public PR activity: **395 PRs** (5 merged / 160 closed-unmerged / 230 open; merged rate **1%**, closed-unmerged rate **41%**, open rate **58%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; many recent closed-unmerged PRs; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #47409: fix: make num_experts BC fallback not override explicit n_routed_experts](https://github.com/huggingface/transformers/pull/47409) — open
+
 ### `Yooniel`
 
 - profile: [github.com/Yooniel](https://github.com/Yooniel)

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:11371deac2fd67841bf399e3817d38c7f88a56a79af39b0e5c282dc28080766a
-size 65772
+oid sha256:1fac12fbe259f5c08cf3260eeaca169d9428b9f8f0d067968f7192f138442e96
+size 65834

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260719T000028Z",
-  "generated_at": "2026-07-19T00:00:59Z",
-  "cluster_count": 83,
+  "snapshot_id": "20260719T060027Z",
+  "generated_at": "2026-07-19T06:00:54Z",
+  "cluster_count": 84,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-43636-11",
@@ -97,8 +97,8 @@
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           "left_pr_number": 43651,
           "right_pr_number": 45067,
-          "similarity": 0.514,
-          "content_similarity": 0.366,
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           "concentration_similarity": 1.0,
@@ -146,7 +146,7 @@
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           "right_pr_number": 44660,
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@@ -242,7 +242,7 @@
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@@ -290,7 +290,7 @@
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@@ -417,7 +417,7 @@
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@@ -434,7 +434,7 @@
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@@ -641,7 +641,7 @@
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@@ -657,7 +657,7 @@
         {
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@@ -1638,7 +1638,7 @@
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@@ -1682,8 +1682,8 @@
         {
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@@ -1720,8 +1720,8 @@
         {
           "left_pr_number": 44974,
           "right_pr_number": 45996,
-          "similarity": 0.581,
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+          "similarity": 0.582,
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           "breadth_similarity": 0.9,
           "concentration_similarity": 0.829,
@@ -1778,7 +1778,7 @@
         {
           "left_pr_number": 45635,
           "right_pr_number": 47387,
-          "similarity": 0.534,
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           "breadth_similarity": 0.833,
@@ -1794,8 +1794,8 @@
         {
           "left_pr_number": 44974,
           "right_pr_number": 47257,
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           "breadth_similarity": 0.533,
           "concentration_similarity": 0.801,
@@ -1850,7 +1850,7 @@
           "left_pr_number": 44974,
           "right_pr_number": 45421,
           "similarity": 0.419,
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@@ -1866,7 +1866,7 @@
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@@ -1902,7 +1902,7 @@
           "left_pr_number": 47257,
           "right_pr_number": 47387,
           "similarity": 0.316,
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           "breadth_similarity": 0.833,
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@@ -2362,7 +2362,7 @@
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           "right_pr_number": 47384,
           "similarity": 0.538,
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           "breadth_similarity": 0.844,
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@@ -2846,7 +2846,7 @@
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           "right_pr_number": 47152,
           "similarity": 0.321,
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           "size_similarity": 0.36,
           "breadth_similarity": 1.0,
           "concentration_similarity": 0.933,
@@ -2953,7 +2953,7 @@
         47310
       ],
       "representative_pr_number": 45985,
-      "average_similarity": 0.484,
+      "average_similarity": 0.485,
       "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
       "shared_filenames": [
         "src/transformers/generation/utils.py"
@@ -3019,7 +3019,7 @@
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           "right_pr_number": 47310,
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-          "content_similarity": 0.28,
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           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3035,8 +3035,8 @@
         {
           "left_pr_number": 44872,
           "right_pr_number": 45985,
-          "similarity": 0.457,
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           "size_similarity": 0.2,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3069,7 +3069,7 @@
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           "breadth_similarity": 1.0,
@@ -3146,7 +3146,7 @@
         47336
       ],
       "representative_pr_number": 45649,
-      "average_similarity": 0.457,
+      "average_similarity": 0.455,
       "summary": "5 open PRs share weighted file overlap around `src/transformers/modeling_utils.py`; representative PR #45649.",
       "shared_filenames": [
         "src/transformers/modeling_utils.py"
@@ -3159,8 +3159,8 @@
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3175,8 +3175,8 @@
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           "right_pr_number": 45649,
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           "breadth_similarity": 0.75,
           "concentration_similarity": 1.0,
@@ -3191,8 +3191,8 @@
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3207,8 +3207,8 @@
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           "breadth_similarity": 1.0,
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@@ -3223,8 +3223,8 @@
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           "breadth_similarity": 1.0,
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@@ -3239,8 +3239,8 @@
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           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -3255,8 +3255,8 @@
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           "right_pr_number": 47336,
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