Refresh transformers dataset snapshot 20260719T000028Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260718T180026Z`
+- latest snapshot: `20260719T000028Z`
 - 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: `20260718T180026Z`
-- Generated: `2026-07-18T18:00:57Z`
+- Snapshot: `20260719T000028Z`
+- Generated: `2026-07-19T00:01:14Z`
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-- Contributors: `362`
+- Contributors: `363`
 
 ## Summary
 
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+| `HenryVarro666` | [profile](https://github.com/HenryVarro666) | no | FIRST_TIME_CONTRIBUTOR | 2699d | `2026-07-14T23:55:23Z` | 1 | 1 | mixed | moderate | low | high open PR share |
 | `Jeronymous` | [profile](https://github.com/Jeronymous) | no | FIRST_TIME_CONTRIBUTOR | 3571d | `2026-07-10T13:02:21Z` | 1 | 1 | weak | moderate | low | high open PR share |
 | `jshn9515` | [profile](https://github.com/jshn9515) | no | NONE | 214d | `2026-05-29T22:55:56Z` | 1 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `julien-gadonneix` | [profile](https://github.com/julien-gadonneix) | no | NONE | 987d | `2026-06-02T15:31:42Z` | 1 | 1 | mixed | low | low | high open PR share |
@@ -257,6 +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 |
 | `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 | — |
@@ -322,7 +324,6 @@
 | `puwaer` | [profile](https://github.com/puwaer) | no | NONE | 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 |
 | `ramkumar27072006` | [profile](https://github.com/ramkumar27072006) | no | CONTRIBUTOR | 543d | `2026-06-07T03:16:30Z` | 1 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
-| `Ramshankar07` | [profile](https://github.com/Ramshankar07) | no | CONTRIBUTOR | 1761d | `2026-05-19T19:06:02Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `RaunaqDavidNath` | [profile](https://github.com/RaunaqDavidNath) | no | CONTRIBUTOR | 1039d | `2026-06-30T07:35:47Z` | 1 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `rishiarora123` | [profile](https://github.com/rishiarora123) | no | NONE | 1872d | `2026-05-22T18:19:48Z` | 1 | 0 | weak | moderate | low | high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars |
 | `RithwikSharma` | [profile](https://github.com/RithwikSharma) | no | NONE | 2171d | `2026-06-20T02:29:20Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
@@ -340,7 +341,7 @@
 | `ShamSaleem` | [profile](https://github.com/ShamSaleem) | no | CONTRIBUTOR | 1520d | `2026-06-22T07:57:42Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `Shanmuk4622` | [profile](https://github.com/Shanmuk4622) | no | NONE | 948d | `2026-05-28T06:31:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `ShareLer` | [profile](https://github.com/ShareLer) | no | FIRST_TIME_CONTRIBUTOR | 2684d | `2026-07-08T10:26:48Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
-| `shark8pepper-eng` | [profile](https://github.com/shark8pepper-eng) | yes | FIRST_TIMER | 0d | `2026-07-18T14:10:28Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `shark8pepper-eng` | [profile](https://github.com/shark8pepper-eng) | no | FIRST_TIMER | 0d | `2026-07-18T14:10:28Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Shashank-Tripathi-07` | [profile](https://github.com/Shashank-Tripathi-07) | no | NONE | 644d | `2026-05-20T15:18:30Z` | 1 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `shoushinya123` | [profile](https://github.com/shoushinya123) | no | CONTRIBUTOR | 669d | `2026-06-13T11:44:09Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
 | `shreyescodes` | [profile](https://github.com/shreyescodes) | no | NONE | 1108d | `2026-06-17T07:30:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -363,6 +364,7 @@
 | `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 |
 | `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 |
@@ -370,7 +372,6 @@
 | `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 |
 | `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 |
 
 ## Contributors
 
@@ -4441,6 +4442,28 @@ Example artifacts:
 - [PR #47046: [xLSTM] Fix train mode crashes with return_last_states=False and use_cache](https://github.com/huggingface/transformers/pull/47046) — open
 - [Issue #47013: [xLSTM] Crash in train mode with return_last_states=False: backend returns bare tensor but xLSTMLayer always unpacks (h, state)](https://github.com/huggingface/transformers/issues/47013) — open
 
+### `HenryVarro666`
+
+- profile: [github.com/HenryVarro666](https://github.com/HenryVarro666)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AHenryVarro666)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AHenryVarro666)
+- repo first seen: `2026-07-14T23:55:23Z`
+- repo last seen: `2026-07-18T21:26:06Z`
+- 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: **1 comments / 0 reviews / 0 review comments**
+- account age: **2699 days**
+- recent public PR activity: **14 PRs** (6 merged / 0 closed-unmerged / 8 open; merged rate **43%**, closed-unmerged rate **0%**, open rate **57%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #47403: Fix Qwen2.5-Omni Token2Wav DiT rotary embedding layout (interleaved cos/sin)](https://github.com/huggingface/transformers/pull/47403) — open
+- [Issue #47328: Qwen2.5-Omni Token2Wav DiT uses mismatched RoPE layout (half-split cos/sin with interleaved rotate) — regression from #39847](https://github.com/huggingface/transformers/issues/47328) — open
+
 ### `Jeronymous`
 
 - profile: [github.com/Jeronymous](https://github.com/Jeronymous)
@@ -4557,12 +4580,12 @@ 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: `2026-07-17T10:26:18Z`
+- repo last seen: `2026-07-19T00:00:36Z`
 - 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: **39 comments / 32 reviews / 32 review comments**
+- snapshot discussion activity: **40 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`
@@ -5969,6 +5992,27 @@ Example artifacts:
 Example artifacts:
 - [PR #47133: Fix dtype-sensitive vision position ids for Idefics/SmolVLM](https://github.com/huggingface/transformers/pull/47133) — open
 
+### `Gitanaskhan26`
+
+- profile: [github.com/Gitanaskhan26](https://github.com/Gitanaskhan26)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AGitanaskhan26)
+- 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**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- account age: **1836 days**
+- recent public PR activity: **9 PRs** (3 merged / 1 closed-unmerged / 5 open; merged rate **33%**, closed-unmerged rate **11%**, open rate **56%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #47401: Add LoMa keypoint matching model](https://github.com/huggingface/transformers/pull/47401) — open, draft
+
 ### `gmrnlg1971`
 
 - profile: [github.com/gmrnlg1971](https://github.com/gmrnlg1971)
@@ -7334,27 +7378,6 @@ Example artifacts:
 Example artifacts:
 - [PR #46469: docs: fix typo in make_list_of_images docstring](https://github.com/huggingface/transformers/pull/46469) — closed, merged
 
-### `Ramshankar07`
-
-- profile: [github.com/Ramshankar07](https://github.com/Ramshankar07)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARamshankar07)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARamshankar07)
-- repo first seen: `2026-05-19T19:06:02Z`
-- repo last seen: `2026-06-23T15:24:05Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **12 comments / 4 reviews / 4 review comments**
-- account age: **1761 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 #46084: Fix use_cache with seq_len > 1 ( #46032)](https://github.com/huggingface/transformers/pull/46084) — closed, merged
-
 ### `RaunaqDavidNath`
 
 - profile: [github.com/RaunaqDavidNath](https://github.com/RaunaqDavidNath)
@@ -7719,7 +7742,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ashark8pepper-eng)
 - repo first seen: `2026-07-18T14:10:28Z`
 - repo last seen: `2026-07-18T14:10:28Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIMER**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
@@ -8195,6 +8218,27 @@ Example artifacts:
 Example artifacts:
 - [PR #47351: CPU can incur a slow path on non-contiguous magnitudes](https://github.com/huggingface/transformers/pull/47351) — open
 
+### `vibhorxpandey`
+
+- profile: [github.com/vibhorxpandey](https://github.com/vibhorxpandey)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Avibhorxpandey)
+- 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**
+- 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: **355 days**
+- recent public PR activity: **15 PRs** (13 merged / 1 closed-unmerged / 1 open; merged rate **87%**, closed-unmerged rate **7%**, open rate **7%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **young account**
+
+Example artifacts:
+- [PR #47400: Add GGUF loading support for Phi-2 (#33260)](https://github.com/huggingface/transformers/pull/47400) — open
+
 ### `W-Akrabi`
 
 - profile: [github.com/W-Akrabi](https://github.com/W-Akrabi)
@@ -8341,24 +8385,3 @@ Example artifacts:
 
 Example artifacts:
 - [PR #46770: docs: move SmolLM3 to Text models category in _toctree.yml](https://github.com/huggingface/transformers/pull/46770) — closed, merged
-
-### `ZappD0S`
-
-- profile: [github.com/ZappD0S](https://github.com/ZappD0S)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AZappD0S)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AZappD0S)
-- repo first seen: `2026-05-19T19:36:52Z`
-- repo last seen: `2026-05-20T11:03:02Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIMER**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **4066 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 #46083: test](https://github.com/huggingface/transformers/pull/46083) — closed

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:6d7bebacb510976cd0349ea3cc3f2a7896f3aa55a2f57e31d27fc974b7ebe065
-size 65574
+oid sha256:11371deac2fd67841bf399e3817d38c7f88a56a79af39b0e5c282dc28080766a
+size 65772

pr-scope-clusters.json

@@ -1,7 +1,7 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260718T180026Z",
-  "generated_at": "2026-07-18T18:00:54Z",
+  "snapshot_id": "20260719T000028Z",
+  "generated_at": "2026-07-19T00:00:59Z",
   "cluster_count": 83,
   "pr_scope_clusters": [
     {
@@ -113,8 +113,8 @@
         {
           "left_pr_number": 43663,
           "right_pr_number": 44123,
-          "similarity": 0.498,
-          "content_similarity": 0.4,
+          "similarity": 0.499,
+          "content_similarity": 0.401,
           "size_similarity": 0.455,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -450,7 +450,7 @@
           "left_pr_number": 45055,
           "right_pr_number": 47379,
           "similarity": 0.419,
-          "content_similarity": 0.276,
+          "content_similarity": 0.277,
           "size_similarity": 0.5,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -546,7 +546,7 @@
           "left_pr_number": 43636,
           "right_pr_number": 44257,
           "similarity": 0.395,
-          "content_similarity": 0.233,
+          "content_similarity": 0.234,
           "size_similarity": 0.545,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -754,7 +754,7 @@
           "left_pr_number": 43651,
           "right_pr_number": 45055,
           "similarity": 0.363,
-          "content_similarity": 0.268,
+          "content_similarity": 0.269,
           "size_similarity": 0.167,
           "breadth_similarity": 1.0,
           "concentration_similarity": 1.0,
@@ -897,7 +897,7 @@
         {
           "left_pr_number": 44123,
           "right_pr_number": 45273,
-          "similarity": 0.315,
+          "similarity": 0.316,
           "content_similarity": 0.229,
           "size_similarity": 0.036,
           "breadth_similarity": 1.0,
@@ -913,296 +913,349 @@
       ]
     },
     {
-      "cluster_id": "pr-scope-46504-6",
+      "cluster_id": "pr-scope-44070-7",
       "pr_numbers": [
-        46504,
-        46554,
-        46558,
-        46563,
-        46716,
-        46747
+        44070,
+        45296,
+        45546,
+        45668,
+        46718,
+        47052,
+        47400
       ],
-      "representative_pr_number": 46716,
-      "average_similarity": 0.729,
-      "summary": "6 open PRs share weighted file overlap around `.github/workflows/pr-ci-security-gate.yml`; representative PR #46716.",
+      "representative_pr_number": 45546,
+      "average_similarity": 0.706,
+      "summary": "7 open PRs share weighted file overlap around `src/transformers/integrations/ggml.py`, `tests/quantization/ggml/test_ggml.py`, `src/transformers/modeling_gguf_pytorch_utils.py`; representative PR #45546.",
       "shared_filenames": [
-        ".github/workflows/pr-ci-security-gate.yml"
+        "src/transformers/integrations/ggml.py",
+        "tests/quantization/ggml/test_ggml.py",
+        "src/transformers/modeling_gguf_pytorch_utils.py"
       ],
       "shared_directories": [
-        ".github/workflows",
-        ".github"
+        "tests/quantization/ggml",
+        "src/transformers/integrations",
+        "tests/quantization",
+        "src/transformers",
+        "tests",
+        "src"
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       "pairwise": [
         {
-          "left_pr_number": 46716,
-          "right_pr_number": 46747,
-          "similarity": 0.993,
-          "content_similarity": 0.99,
+          "left_pr_number": 45546,
+          "right_pr_number": 46718,
+          "similarity": 0.996,
+          "content_similarity": 0.994,
           "size_similarity": 1.0,
           "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "concentration_similarity": 0.991,
           "shared_filenames": [
-            ".github/workflows/pr-ci-security-gate.yml"
+            "src/transformers/integrations/ggml.py",
+            "src/transformers/modeling_gguf_pytorch_utils.py",
+            "tests/quantization/ggml/test_ggml.py"
           ],
           "shared_directories": [
-            ".github/workflows",
-            ".github"
+            "src/transformers/integrations",
+            "tests/quantization/ggml",
+            "src/transformers",
+            "tests/quantization",
+            "src",
+            "tests"
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-          "left_pr_number": 46558,
-          "right_pr_number": 46747,
-          "similarity": 0.991,
-          "content_similarity": 0.987,
-          "size_similarity": 1.0,
+          "left_pr_number": 44070,
+          "right_pr_number": 45296,
+          "similarity": 0.872,
+          "content_similarity": 0.885,
+          "size_similarity": 0.702,
           "breadth_similarity": 1.0,
-          "concentration_similarity": 1.0,
+          "concentration_similarity": 0.932,
           "shared_filenames": [
-            ".github/workflows/pr-ci-security-gate.yml"
+            "src/transformers/integrations/ggml.py",
+            "src/transformers/modeling_gguf_pytorch_utils.py",
+            "tests/quantization/ggml/test_ggml.py"
           ],
           "shared_directories": [
-            ".github/workflows",
-            ".github"
+            "src/transformers/integrations",
+            "tests/quantization/ggml",
+            "src/transformers",
+            "tests/quantization",
+            "src",
+            "tests"
           ]
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