Refresh transformers dataset snapshot 20260515T060029Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260515T000050Z`
+- latest snapshot: `20260515T060029Z`
 - 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

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260515T000050Z`
-- Generated: `2026-05-15T00:01:09Z`
+- Snapshot: `20260515T060029Z`
+- Generated: `2026-05-15T06:01:08Z`
 - Activity window: `60d`
 - Contributors: `352`
 
@@ -22,7 +22,7 @@
 | `harshaljanjani` | [profile](https://github.com/harshaljanjani) | no | CONTRIBUTOR | 1961d | `2025-09-17T20:29:13Z` | 32 | 20 | strong | low | low | targets high-star repos |
 | `itazap` | [profile](https://github.com/itazap) | no | MEMBER | 3139d | `2024-10-21T07:08:47Z` | 30 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
 | `yonigozlan` | [profile](https://github.com/yonigozlan) | no | MEMBER | 1978d | `2025-10-03T15:26:01Z` | 28 | 0 | strong | low | low | targets high-star repos |
-| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 25 | 0 | strong | low | low | targets high-star repos |
+| `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2026-01-13T09:15:18Z` | 26 | 0 | strong | low | low | targets high-star repos |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1396d | `2024-03-21T04:37:45Z` | 22 | 4 | strong | moderate | low | high recent PR volume |
 | `qgallouedec` | [profile](https://github.com/qgallouedec) | no | MEMBER | 2692d | `2024-12-13T13:39:10Z` | 20 | 13 | strong | moderate | low | extremely high recent PR volume; targets high-star repos |
 | `eustlb` | [profile](https://github.com/eustlb) | no | MEMBER | 1607d | `2025-01-20T12:27:19Z` | 20 | 0 | strong | low | low | targets high-star repos |
@@ -91,7 +91,7 @@
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 | `eladsegal` | [profile](https://github.com/eladsegal) | no | CONTRIBUTOR | 3919d | `2026-04-09T05:56:31Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ErenAta16` | [profile](https://github.com/ErenAta16) | no | FIRST_TIME_CONTRIBUTOR | 899d | `2026-03-27T13:43:38Z` | 2 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -184,7 +184,6 @@
 | `josh-kean` | [profile](https://github.com/josh-kean) | no | FIRST_TIME_CONTRIBUTOR | 2847d | `2026-03-22T17:57:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `kasakh` | [profile](https://github.com/kasakh) | no | FIRST_TIME_CONTRIBUTOR | 3170d | `2026-05-10T06:09:08Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `KeitaW` | [profile](https://github.com/KeitaW) | no | CONTRIBUTOR | 4241d | `2026-04-20T02:00:45Z` | 1 | 1 | mixed | moderate | low | high open PR share |
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 | `nealwu` | [profile](https://github.com/nealwu) | no | CONTRIBUTOR | 5508d | `2026-05-12T03:11:36Z` | 1 | 1 | strong | low | low | — |
 | `nunq` | [profile](https://github.com/nunq) | no | FIRST_TIME_CONTRIBUTOR | 2694d | `2026-05-08T00:29:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
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 | `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 |
 | `cloudyun888` | [profile](https://github.com/cloudyun888) | no | NONE | 45d | `2026-04-15T13:18:36Z` | 1 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share |
 | `code-runner77` | [profile](https://github.com/code-runner77) | no | FIRST_TIMER | 194d | `2026-03-29T17:28:59Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
+| `damodharg6` | [profile](https://github.com/damodharg6) | yes | 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 |
 | `DavidSolanas` | [profile](https://github.com/DavidSolanas) | no | FIRST_TIME_CONTRIBUTOR | 2757d | `2026-04-15T08:44:00Z` | 1 | 0 | mixed | low | low | 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 |
 | `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 |
@@ -260,7 +260,7 @@
 | `hemantmm` | [profile](https://github.com/hemantmm) | no | NONE | 1646d | `2026-03-23T16:29:46Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `henloworldowo` | [profile](https://github.com/henloworldowo) | no | FIRST_TIMER | 2d | `2026-05-04T05:53:33Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `heycorgi` | [profile](https://github.com/heycorgi) | no | NONE | 1515d | `2026-03-23T15:33:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `huzama` | [profile](https://github.com/huzama) | no | FIRST_TIME_CONTRIBUTOR | 3081d | `2026-05-14T02:06:51Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
+| `huzama` | [profile](https://github.com/huzama) | no | NONE | 3081d | `2026-05-14T02:06:51Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Hyungkeun-Park-Nota` | [profile](https://github.com/Hyungkeun-Park-Nota) | no | CONTRIBUTOR | 421d | `2026-03-25T01:19:59Z` | 1 | 0 | mixed | low | low | — |
 | `i3hz` | [profile](https://github.com/i3hz) | no | CONTRIBUTOR | 961d | `2026-02-18T04:04:37Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `IgnazioDS` | [profile](https://github.com/IgnazioDS) | no | NONE | 1078d | `2026-03-30T19:13:52Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
@@ -370,12 +370,12 @@
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ACyrilvallez)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ACyrilvallez)
 - repo first seen: `2025-03-19T10:58:02Z`
-- repo last seen: `2026-05-14T09:54:50Z`
+- repo last seen: `2026-05-15T04:56:46Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **92**
 - snapshot authored PRs/issues: **92 PRs / 0 issues**
-- snapshot discussion activity: **241 comments / 322 reviews / 499 review comments**
+- snapshot discussion activity: **244 comments / 323 reviews / 499 review comments**
 - account age: **2036 days**
 - recent public PR activity: **48 PRs** (42 merged / 2 closed-unmerged / 4 open; merged rate **88%**, closed-unmerged rate **4%**, open rate **8%**)
 - public orgs: `huggingface`
@@ -686,11 +686,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
 - repo first seen: `2026-01-13T09:15:18Z`
-- repo last seen: `2026-05-14T13:45:41Z`
+- repo last seen: `2026-05-15T01:57:27Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **25**
-- snapshot authored PRs/issues: **25 PRs / 0 issues**
+- repo primary artifacts: **26**
+- snapshot authored PRs/issues: **26 PRs / 0 issues**
 - snapshot discussion activity: **44 comments / 135 reviews / 147 review comments**
 - account age: **1813 days**
 - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
@@ -699,9 +699,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #45984: [CB] Remove OpenTelemetry](https://github.com/huggingface/transformers/pull/45984) — open
 - [PR #45911: [CB] Hide activation footprint by using the CUDA graph pool](https://github.com/huggingface/transformers/pull/45911) — closed, merged
 - [PR #45821: [CB] [Major] Add tensor paralellism](https://github.com/huggingface/transformers/pull/45821) — open
-- [PR #45733: [CB] Fixes for SDPA and CPU offloading](https://github.com/huggingface/transformers/pull/45733) — closed
 
 ### `jiqing-feng`
 
@@ -859,12 +859,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asywangyi)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asywangyi)
 - repo first seen: `2025-12-16T08:22:52Z`
-- repo last seen: `2026-05-12T03:30:14Z`
+- repo last seen: `2026-05-15T02:06:29Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **18**
 - snapshot authored PRs/issues: **17 PRs / 1 issues**
-- snapshot discussion activity: **18 comments / 16 reviews / 16 review comments**
+- snapshot discussion activity: **20 comments / 16 reviews / 16 review comments**
 - account age: **2996 days**
 - recent public PR activity: **16 PRs** (12 merged / 0 closed-unmerged / 4 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
 - public orgs: none visible
@@ -1387,7 +1387,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #45903: Fix M-RoPE `inv_freq` device and `meta` → `to_empty` re-init in Qwen3-VL family](https://github.com/huggingface/transformers/pull/45903) — closed
-- [PR #45861: Fix M-RoPE device mismatch in Qwen3VL family under FSDP2 CPU offload](https://github.com/huggingface/transformers/pull/45861) — open
+- [PR #45861: Fix M-RoPE device mismatch in Qwen3VL family under FSDP2 CPU offload](https://github.com/huggingface/transformers/pull/45861) — closed, merged
 - [PR #45770: Unwrap `text_config` in `AutoModelFor*.from_config`](https://github.com/huggingface/transformers/pull/45770) — closed, merged
 - [Issue #45902: `Qwen3_5MoeTextRotaryEmbedding.inv_freq` reads uninitialized memory after `meta → to_empty(cuda)` materialization](https://github.com/huggingface/transformers/issues/45902) — closed
 - [Issue #45859: `Qwen3_5MoeTextRotaryEmbedding.forward` is not compatible with CPU offload](https://github.com/huggingface/transformers/issues/45859) — closed
@@ -2302,12 +2302,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ADev-X25874)
 - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ADev-X25874)
 - repo first seen: `2026-05-13T10:45:04Z`
-- repo last seen: `2026-05-14T01:21:22Z`
+- repo last seen: `2026-05-15T04:54:25Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
 - account age: **4 days**
 - recent public PR activity: **14 PRs** (1 merged / 5 closed-unmerged / 8 open; merged rate **7%**, closed-unmerged rate **36%**, open rate **57%**)
 - public orgs: none visible
@@ -4374,28 +4374,6 @@ Example artifacts:
 - [PR #45519: [Trainer] Add ddp_static_graph option](https://github.com/huggingface/transformers/pull/45519) — closed, merged
 - [Issue #45518: Expose static_graph DDP flag via TrainingArguments](https://github.com/huggingface/transformers/issues/45518) — closed
 
-### `mango766`
-
-- profile: [github.com/mango766](https://github.com/mango766)
-- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amango766)
-- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amango766)
-- repo first seen: `2026-03-16T04:08:09Z`
-- repo last seen: `2026-03-16T04:09:32Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **1772 days**
-- recent public PR activity: **239 PRs** (37 merged / 82 closed-unmerged / 120 open; merged rate **15%**, closed-unmerged rate **34%**, open rate **50%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
-- heuristic read: **extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #44735: Fix tensor indexing crash in serve generate_response KV cache continuation](https://github.com/huggingface/transformers/pull/44735) — closed, merged
-- [Issue #44734: `transformers serve`: /v1/responses crashes on KV cache continuation due to wrong tensor indexing](https://github.com/huggingface/transformers/issues/44734) — closed
-
 ### `masoudpz`
 
 - profile: [github.com/masoudpz](https://github.com/masoudpz)
@@ -5393,6 +5371,27 @@ Example artifacts:
 Example artifacts:
 - [PR #45100: Update accelerator_selection.md](https://github.com/huggingface/transformers/pull/45100) — closed
 
+### `damodharg6`
+
+- profile: [github.com/damodharg6](https://github.com/damodharg6)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adamodharg6)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adamodharg6)
+- repo first seen: `2026-05-15T03:01:55Z`
+- repo last seen: `2026-05-15T03:01:55Z`
+- 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: **407 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; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #45985: Fix decoder_attention_mask None handling in generation utils](https://github.com/huggingface/transformers/pull/45985) — open
+
 ### `DavidSolanas`
 
 - profile: [github.com/DavidSolanas](https://github.com/DavidSolanas)
@@ -5990,7 +5989,7 @@ Example artifacts:
 - repo first seen: `2026-05-14T02:06:51Z`
 - repo last seen: `2026-05-14T02:06:51Z`
 - first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
@@ -6001,7 +6000,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #45953: Strip language_model. prefix when loading multimodal Gemma 4 checkpoint into Gemma4ForCausalLM](https://github.com/huggingface/transformers/pull/45953) — open
+- [PR #45953: Strip language_model. prefix when loading multimodal Gemma 4 checkpoint into Gemma4ForCausalLM](https://github.com/huggingface/transformers/pull/45953) — closed
 
 ### `Hyungkeun-Park-Nota`
 

new_contributors.parquet

@@ -1,3 +1,3 @@
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-oid sha256:bcbe5efaf510cb3f7a5aba4644dea757f3d8662880b5c3f734d56db9325fa7fe
-size 62577
+oid sha256:e57fbffd5d550e2393208e24e42a4234a75a040e1bdbc869340a1d0d9eb51946
+size 62703

pr-scope-clusters.json

@@ -1,8 +1,8 @@
 {
   "repo": "huggingface/transformers",
-  "snapshot_id": "20260515T000050Z",
-  "generated_at": "2026-05-15T00:01:08Z",
-  "cluster_count": 50,
+  "snapshot_id": "20260515T060029Z",
+  "generated_at": "2026-05-15T06:01:05Z",
+  "cluster_count": 51,
   "pr_scope_clusters": [
     {
       "cluster_id": "pr-scope-43636-10",
@@ -751,6 +751,199 @@
         }
       ]
     },
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+      "pr_numbers": [
+        34667,
+        39683,
+        44872,
+        45979,
+        45985
+      ],
+      "representative_pr_number": 45985,
+      "average_similarity": 0.468,
+      "summary": "5 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #45985.",
+      "shared_filenames": [
+        "src/transformers/generation/utils.py"
+      ],
+      "shared_directories": [
+        "src/transformers/generation",
+        "src/transformers",
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+          "size_similarity": 0.733,
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+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+          "concentration_similarity": 1.0,
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+          ],
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+            "src/transformers/generation",
+            "src/transformers",
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+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
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+            "src/transformers/generation/utils.py"
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+          "concentration_similarity": 1.0,
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+            "src/transformers/generation/utils.py"
+          ],
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+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
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+          "right_pr_number": 45985,
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+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+          ],
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+            "src"
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+            "src/transformers/generation/utils.py"
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+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
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+          "left_pr_number": 34667,
+          "right_pr_number": 44872,
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+          "size_similarity": 0.273,
+          "breadth_similarity": 1.0,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
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+          ],
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+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
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+          "right_pr_number": 44872,
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+          "breadth_similarity": 1.0,
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+            "src/transformers/generation",
+            "src/transformers",
+            "src"
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+          "right_pr_number": 45979,
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+            "src/transformers",
+            "src"
+          ]
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+          "right_pr_number": 45979,
+          "similarity": 0.344,
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+          "breadth_similarity": 0.75,
+          "concentration_similarity": 1.0,
+          "shared_filenames": [
+            "src/transformers/generation/utils.py"
+          ],
+          "shared_directories": [
+            "src/transformers/generation",
+            "src/transformers",
+            "src"
+          ]
+        }
+      ]
+    },
     {
       "cluster_id": "pr-scope-45294-5",
       "pr_numbers": [
@@ -1003,7 +1196,7 @@
         45668
       ],
       "representative_pr_number": 45546,
-      "average_similarity": 0.749,
+      "average_similarity": 0.748,
       "summary": "4 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": [
         "src/transformers/integrations/ggml.py",
@@ -1210,8 +1403,8 @@
         {
           "left_pr_number": 43836,
           "right_pr_number": 44682,
-          "similarity": 0.596,
-          "content_similarity": 0.637,
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           "size_similarity": 0.398,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -1244,8 +1437,8 @@
         {
           "left_pr_number": 43656,
           "right_pr_number": 44682,
-          "similarity": 0.431,
-          "content_similarity": 0.477,
+          "similarity": 0.432,
+          "content_similarity": 0.478,
           "size_similarity": 0.048,
           "breadth_similarity": 0.5,
           "concentration_similarity": 0.802,
@@ -1261,7 +1454,7 @@
         {
           "left_pr_number": 43842,
           "right_pr_number": 44682,
-          "similarity": 0.402,
+          "similarity": 0.403,
           "content_similarity": 0.444,
           "size_similarity": 0.011,
           "breadth_similarity": 0.5,
@@ -1342,7 +1535,7 @@
         {
           "left_pr_number": 44974,
           "right_pr_number": 45666,
-          "similarity": 0.461,
+          "similarity": 0.46,
           "content_similarity": 0.429,
           "size_similarity": 0.442,
           "breadth_similarity": 0.657,
@@ -1415,130 +1608,6 @@
         }
       ]
     },
-    {
-      "cluster_id": "pr-scope-34667-4",
-      "pr_numbers": [
-        34667,
-        39683,
-        44872,
-        45979
-      ],
-      "representative_pr_number": 39683,
-      "average_similarity": 0.433,
-      "summary": "4 open PRs share weighted file overlap around `src/transformers/generation/utils.py`; representative PR #39683.",
-      "shared_filenames": [
-        "src/transformers/generation/utils.py"
-      ],
-      "shared_directories": [
-        "src/transformers/generation",
-        "src/transformers",
-        "src"
-      ],
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-          "right_pr_number": 39683,
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-            "src/transformers/generation",
-            "src/transformers",
-            "src"
-          ]
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-          "right_pr_number": 45979,
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