evalstate HF Staff commited on
Commit
20a8879
·
verified ·
1 Parent(s): 3f7df5a

Refresh transformers dataset snapshot 20260715T060030Z

Browse files
README.md CHANGED
@@ -75,7 +75,7 @@ Use:
75
  - eval set creation
76
 
77
  Notes:
78
- - latest snapshot: `20260715T000048Z`
79
  - raw data only; no labels or moderation decisions
80
  - PR metadata, file-level patch hunks, and full unified diffs are included
81
  - full file contents for changed files are not included
 
75
  - eval set creation
76
 
77
  Notes:
78
+ - latest snapshot: `20260715T060030Z`
79
  - raw data only; no labels or moderation decisions
80
  - PR metadata, file-level patch hunks, and full unified diffs are included
81
  - full file contents for changed files are not included
comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7afa54d8f785a926225456a047c74c6d5d720ca75a4ecccd69f2f9461b497447
3
- size 3722716
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1e0e6b4e7b98ae9537ba8db66bee7ab55ad883021d9f764c3d65fd0c1a8d5dad
3
+ size 3726047
events.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2c635a2d106f80ee3e3c24900ffbeb92b83b822d55d028e8187f9d435c8fa195
3
- size 1078176
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:53bc8d7446d8142bf59dc5a07e685d810f684b4e55cbbaa33aaa1a05d3901ace
3
+ size 1078742
issue_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:cec258d3aea608f023fbb38ef4d815a76ef568e2e6d7d490335563dac29e02bb
3
- size 1127066
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a6d4810cfd7b594a475a9ce57e25fb986344e5aebdc1ee3accb20948cfc3a075
3
+ size 1127228
issues.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:cdc9ac3d4bdfadd017cce0a0ccbc04ec0384c70733a16dfdd5e73b343bb625ae
3
- size 1411000
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dc46b182299b9e45c444fd0f8c1d7c9c167e5c5d507a92a67127a7b6d793d85b
3
+ size 1413966
links.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d64e087f11bce55c7fb1cde7974e38d8797cbe45df93186ced31b249d9aee4d6
3
- size 75153
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:175fe5a10e36b11511f6c18f9ca5ec2b641829789de5b0310efb926fdb7ea167
3
+ size 75209
manifest.json CHANGED
@@ -1,41 +1,41 @@
1
  {
2
  "artifacts": {
3
- "archived_pr_scope_clusters_json": "snapshots/20260715T000048Z/pr-scope-clusters.json",
4
  "new_contributors_json": "new-contributors-report.json",
5
  "new_contributors_markdown": "new-contributors-report.md",
6
  "new_contributors_parquet": "new_contributors.parquet",
7
  "pr_scope_clusters_json": "pr-scope-clusters.json"
8
  },
9
  "counts": {
10
- "comments": 17660,
11
- "issues": 1001,
12
- "links": 6455,
13
- "new_contributors": 368,
14
- "pr_diffs": 3401,
15
- "pr_files": 41173,
16
- "pull_requests": 3401,
17
- "review_comments": 20435,
18
- "reviews": 11917,
19
- "timeline_events": 66293
20
  },
21
- "crawl_started_at": "2026-07-15T00:00:48Z",
22
  "delta_counts": {
23
- "comments": 10,
24
- "issue_stubs": 11,
25
  "issues": 3,
26
- "links": 7,
27
- "pr_diffs": 8,
28
- "pr_files": 61,
29
- "pull_requests": 8,
30
- "review_comments": 146,
31
- "reviews": 30,
32
- "timeline_events": 221
33
  },
34
- "extracted_at": "2026-07-15T00:00:48Z",
35
  "repo": "huggingface/transformers",
36
- "snapshot_id": "20260715T000048Z",
37
  "watermark": {
38
- "effective_since": "2026-07-14T18:00:38Z",
39
- "next_since": "2026-07-15T00:00:48Z"
40
  }
41
  }
 
1
  {
2
  "artifacts": {
3
+ "archived_pr_scope_clusters_json": "snapshots/20260715T060030Z/pr-scope-clusters.json",
4
  "new_contributors_json": "new-contributors-report.json",
5
  "new_contributors_markdown": "new-contributors-report.md",
6
  "new_contributors_parquet": "new_contributors.parquet",
7
  "pr_scope_clusters_json": "pr-scope-clusters.json"
8
  },
9
  "counts": {
10
+ "comments": 17681,
11
+ "issues": 1002,
12
+ "links": 6457,
13
+ "new_contributors": 369,
14
+ "pr_diffs": 3403,
15
+ "pr_files": 41178,
16
+ "pull_requests": 3403,
17
+ "review_comments": 20450,
18
+ "reviews": 11933,
19
+ "timeline_events": 66342
20
  },
21
+ "crawl_started_at": "2026-07-15T06:00:30Z",
22
  "delta_counts": {
23
+ "comments": 22,
24
+ "issue_stubs": 16,
25
  "issues": 3,
26
+ "links": 17,
27
+ "pr_diffs": 13,
28
+ "pr_files": 101,
29
+ "pull_requests": 13,
30
+ "review_comments": 72,
31
+ "reviews": 53,
32
+ "timeline_events": 252
33
  },
34
+ "extracted_at": "2026-07-15T06:00:30Z",
35
  "repo": "huggingface/transformers",
36
+ "snapshot_id": "20260715T060030Z",
37
  "watermark": {
38
+ "effective_since": "2026-07-15T00:00:48Z",
39
+ "next_since": "2026-07-15T06:00:30Z"
40
  }
41
  }
new-contributors-report.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
  "schema_version": "1.0",
3
  "repo": "huggingface/transformers",
4
- "snapshot_id": "20260715T000048Z",
5
- "generated_at": "2026-07-15T00:01:26Z",
6
  "window_days": 60,
7
  "max_authors": 0,
8
  "instrumentation": {
9
- "selected_contributors": 368,
10
- "first_seen_in_snapshot": 0,
11
  "known_via_prior_merged_pr": 156,
12
- "previous_primary_author_count": 1574,
13
  "selected_seen_in_previous_primary": 368,
14
- "previous_report_contributor_count": 369,
15
  "selected_overlap_previous_report": 368,
16
- "selected_overlap_previous_report_rate": 1.0,
17
  "reused_previous_report_entries": 364,
18
  "reused_known_merged_contributors": 152,
19
- "live_fetches": 4,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
- "enrichment_elapsed_seconds": 0.659,
23
- "enrichment_avg_seconds_per_author": 0.002,
24
  "enrichment_failures": 4
25
  },
26
  "contributors": [
@@ -187,12 +187,12 @@
187
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu",
188
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu",
189
  "repo_first_seen_at": "2025-06-20T09:58:55Z",
190
- "repo_last_seen_at": "2026-07-13T07:42:11Z",
191
  "repo_primary_artifact_count": 113,
192
- "repo_artifact_count": 435,
193
  "snapshot_issue_count": 4,
194
  "snapshot_pr_count": 109,
195
- "snapshot_comment_count": 93,
196
  "snapshot_review_count": 115,
197
  "snapshot_review_comment_count": 114,
198
  "repo_association": "CONTRIBUTOR",
@@ -793,14 +793,14 @@
793
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or",
794
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or",
795
  "repo_first_seen_at": "2025-09-11T21:27:59Z",
796
- "repo_last_seen_at": "2026-07-14T10:19:11Z",
797
- "repo_primary_artifact_count": 55,
798
- "repo_artifact_count": 586,
799
  "snapshot_issue_count": 1,
800
- "snapshot_pr_count": 54,
801
- "snapshot_comment_count": 75,
802
- "snapshot_review_count": 222,
803
- "snapshot_review_comment_count": 234,
804
  "repo_association": "MEMBER",
805
  "new_to_repo": false,
806
  "first_seen_in_snapshot": false,
@@ -828,13 +828,23 @@
828
  },
829
  "examples": {
830
  "pull_requests": [
 
 
 
 
 
 
 
 
 
 
831
  {
832
  "kind": "pull_request",
833
  "number": 47318,
834
  "title": "[Nit] Add kernels_fallback_ok kwarg to is_flash_attn_N_available",
835
  "url": "https://github.com/huggingface/transformers/pull/47318",
836
- "state": "open",
837
- "merged": false,
838
  "draft": false,
839
  "created_at": "2026-07-14T10:19:11Z"
840
  },
@@ -847,16 +857,6 @@
847
  "merged": false,
848
  "draft": false,
849
  "created_at": "2026-07-14T09:05:51Z"
850
- },
851
- {
852
- "kind": "pull_request",
853
- "number": 47311,
854
- "title": "[Nit] Add expectations for gemma4 tests on H100",
855
- "url": "https://github.com/huggingface/transformers/pull/47311",
856
- "state": "open",
857
- "merged": false,
858
- "draft": false,
859
- "created_at": "2026-07-14T01:28:35Z"
860
  }
861
  ],
862
  "issues": [
@@ -1441,14 +1441,14 @@
1441
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil",
1442
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil",
1443
  "repo_first_seen_at": "2025-07-04T08:41:29Z",
1444
- "repo_last_seen_at": "2026-07-14T18:51:54Z",
1445
  "repo_primary_artifact_count": 39,
1446
- "repo_artifact_count": 1120,
1447
  "snapshot_issue_count": 4,
1448
  "snapshot_pr_count": 35,
1449
  "snapshot_comment_count": 87,
1450
- "snapshot_review_count": 519,
1451
- "snapshot_review_comment_count": 475,
1452
  "repo_association": "MEMBER",
1453
  "new_to_repo": false,
1454
  "first_seen_in_snapshot": false,
@@ -13930,14 +13930,14 @@
13930
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adaviswer",
13931
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adaviswer",
13932
  "repo_first_seen_at": "2026-06-15T02:09:07Z",
13933
- "repo_last_seen_at": "2026-07-14T23:20:24Z",
13934
  "repo_primary_artifact_count": 2,
13935
- "repo_artifact_count": 17,
13936
  "snapshot_issue_count": 1,
13937
  "snapshot_pr_count": 1,
13938
- "snapshot_comment_count": 1,
13939
- "snapshot_review_count": 7,
13940
- "snapshot_review_comment_count": 7,
13941
  "repo_association": "CONTRIBUTOR",
13942
  "new_to_repo": false,
13943
  "first_seen_in_snapshot": false,
@@ -21251,6 +21251,63 @@
21251
  },
21252
  "fetch_error": null
21253
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
21254
  {
21255
  "author_login": "MushiSenpai",
21256
  "name": "Madhan Kumar Reddy",
@@ -23494,14 +23551,14 @@
23494
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AShareLer",
23495
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AShareLer",
23496
  "repo_first_seen_at": "2026-07-08T10:26:48Z",
23497
- "repo_last_seen_at": "2026-07-14T11:51:20Z",
23498
  "repo_primary_artifact_count": 1,
23499
- "repo_artifact_count": 2,
23500
  "snapshot_issue_count": 0,
23501
  "snapshot_pr_count": 1,
23502
- "snapshot_comment_count": 1,
23503
- "snapshot_review_count": 0,
23504
- "snapshot_review_comment_count": 0,
23505
  "repo_association": "FIRST_TIME_CONTRIBUTOR",
23506
  "new_to_repo": false,
23507
  "first_seen_in_snapshot": false,
 
1
  {
2
  "schema_version": "1.0",
3
  "repo": "huggingface/transformers",
4
+ "snapshot_id": "20260715T060030Z",
5
+ "generated_at": "2026-07-15T06:01:26Z",
6
  "window_days": 60,
7
  "max_authors": 0,
8
  "instrumentation": {
9
+ "selected_contributors": 369,
10
+ "first_seen_in_snapshot": 1,
11
  "known_via_prior_merged_pr": 156,
12
+ "previous_primary_author_count": 1575,
13
  "selected_seen_in_previous_primary": 368,
14
+ "previous_report_contributor_count": 368,
15
  "selected_overlap_previous_report": 368,
16
+ "selected_overlap_previous_report_rate": 0.9973,
17
  "reused_previous_report_entries": 364,
18
  "reused_known_merged_contributors": 152,
19
+ "live_fetches": 5,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
+ "enrichment_elapsed_seconds": 9.132,
23
+ "enrichment_avg_seconds_per_author": 0.025,
24
  "enrichment_failures": 4
25
  },
26
  "contributors": [
 
187
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu",
188
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu",
189
  "repo_first_seen_at": "2025-06-20T09:58:55Z",
190
+ "repo_last_seen_at": "2026-07-15T03:30:30Z",
191
  "repo_primary_artifact_count": 113,
192
+ "repo_artifact_count": 436,
193
  "snapshot_issue_count": 4,
194
  "snapshot_pr_count": 109,
195
+ "snapshot_comment_count": 94,
196
  "snapshot_review_count": 115,
197
  "snapshot_review_comment_count": 114,
198
  "repo_association": "CONTRIBUTOR",
 
793
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or",
794
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or",
795
  "repo_first_seen_at": "2025-09-11T21:27:59Z",
796
+ "repo_last_seen_at": "2026-07-15T04:08:42Z",
797
+ "repo_primary_artifact_count": 56,
798
+ "repo_artifact_count": 597,
799
  "snapshot_issue_count": 1,
800
+ "snapshot_pr_count": 55,
801
+ "snapshot_comment_count": 76,
802
+ "snapshot_review_count": 227,
803
+ "snapshot_review_comment_count": 238,
804
  "repo_association": "MEMBER",
805
  "new_to_repo": false,
806
  "first_seen_in_snapshot": false,
 
828
  },
829
  "examples": {
830
  "pull_requests": [
831
+ {
832
+ "kind": "pull_request",
833
+ "number": 47330,
834
+ "title": "[CB] Automatically switch attention implementation to flash",
835
+ "url": "https://github.com/huggingface/transformers/pull/47330",
836
+ "state": "open",
837
+ "merged": false,
838
+ "draft": false,
839
+ "created_at": "2026-07-15T04:06:15Z"
840
+ },
841
  {
842
  "kind": "pull_request",
843
  "number": 47318,
844
  "title": "[Nit] Add kernels_fallback_ok kwarg to is_flash_attn_N_available",
845
  "url": "https://github.com/huggingface/transformers/pull/47318",
846
+ "state": "closed",
847
+ "merged": true,
848
  "draft": false,
849
  "created_at": "2026-07-14T10:19:11Z"
850
  },
 
857
  "merged": false,
858
  "draft": false,
859
  "created_at": "2026-07-14T09:05:51Z"
 
 
 
 
 
 
 
 
 
 
860
  }
861
  ],
862
  "issues": [
 
1441
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil",
1442
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil",
1443
  "repo_first_seen_at": "2025-07-04T08:41:29Z",
1444
+ "repo_last_seen_at": "2026-07-15T04:51:01Z",
1445
  "repo_primary_artifact_count": 39,
1446
+ "repo_artifact_count": 1126,
1447
  "snapshot_issue_count": 4,
1448
  "snapshot_pr_count": 35,
1449
  "snapshot_comment_count": 87,
1450
+ "snapshot_review_count": 522,
1451
+ "snapshot_review_comment_count": 478,
1452
  "repo_association": "MEMBER",
1453
  "new_to_repo": false,
1454
  "first_seen_in_snapshot": false,
 
13930
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adaviswer",
13931
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adaviswer",
13932
  "repo_first_seen_at": "2026-06-15T02:09:07Z",
13933
+ "repo_last_seen_at": "2026-07-15T04:07:24Z",
13934
  "repo_primary_artifact_count": 2,
13935
+ "repo_artifact_count": 28,
13936
  "snapshot_issue_count": 1,
13937
  "snapshot_pr_count": 1,
13938
+ "snapshot_comment_count": 2,
13939
+ "snapshot_review_count": 12,
13940
+ "snapshot_review_comment_count": 12,
13941
  "repo_association": "CONTRIBUTOR",
13942
  "new_to_repo": false,
13943
  "first_seen_in_snapshot": false,
 
21251
  },
21252
  "fetch_error": null
21253
  },
21254
+ {
21255
+ "author_login": "MuathJ",
21256
+ "name": null,
21257
+ "profile_url": "https://github.com/MuathJ",
21258
+ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AMuathJ",
21259
+ "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMuathJ",
21260
+ "repo_first_seen_at": "2026-07-15T01:43:37Z",
21261
+ "repo_last_seen_at": "2026-07-15T01:43:37Z",
21262
+ "repo_primary_artifact_count": 1,
21263
+ "repo_artifact_count": 1,
21264
+ "snapshot_issue_count": 0,
21265
+ "snapshot_pr_count": 1,
21266
+ "snapshot_comment_count": 0,
21267
+ "snapshot_review_count": 0,
21268
+ "snapshot_review_comment_count": 0,
21269
+ "repo_association": "FIRST_TIME_CONTRIBUTOR",
21270
+ "new_to_repo": true,
21271
+ "first_seen_in_snapshot": true,
21272
+ "known_via_prior_merged_pr": false,
21273
+ "report_reason": "first_seen_in_snapshot",
21274
+ "enrichment_source": "live",
21275
+ "live_refetch_skipped": false,
21276
+ "account_age_days": 2473,
21277
+ "young_account": false,
21278
+ "follow_through_score": "weak",
21279
+ "breadth_score": "high",
21280
+ "automation_risk_signal": "medium",
21281
+ "heuristic_note": "broad repo spread; high open PR share",
21282
+ "public_orgs": [],
21283
+ "activity": {
21284
+ "visible_authored_pr_count": 21,
21285
+ "merged_pr_count": 0,
21286
+ "closed_unmerged_pr_count": 0,
21287
+ "open_pr_count": 21,
21288
+ "merged_pr_rate": 0.0,
21289
+ "closed_unmerged_pr_rate": 0.0,
21290
+ "still_open_pr_rate": 1.0,
21291
+ "distinct_repos_with_authored_prs": 21,
21292
+ "distinct_repos_with_open_prs": 21
21293
+ },
21294
+ "examples": {
21295
+ "pull_requests": [
21296
+ {
21297
+ "kind": "pull_request",
21298
+ "number": 47329,
21299
+ "title": "Add LocalMode to `awesome-transformers.md`",
21300
+ "url": "https://github.com/huggingface/transformers/pull/47329",
21301
+ "state": "open",
21302
+ "merged": false,
21303
+ "draft": false,
21304
+ "created_at": "2026-07-15T01:43:37Z"
21305
+ }
21306
+ ],
21307
+ "issues": []
21308
+ },
21309
+ "fetch_error": null
21310
+ },
21311
  {
21312
  "author_login": "MushiSenpai",
21313
  "name": "Madhan Kumar Reddy",
 
23551
  "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AShareLer",
23552
  "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AShareLer",
23553
  "repo_first_seen_at": "2026-07-08T10:26:48Z",
23554
+ "repo_last_seen_at": "2026-07-15T03:21:13Z",
23555
  "repo_primary_artifact_count": 1,
23556
+ "repo_artifact_count": 9,
23557
  "snapshot_issue_count": 0,
23558
  "snapshot_pr_count": 1,
23559
+ "snapshot_comment_count": 2,
23560
+ "snapshot_review_count": 3,
23561
+ "snapshot_review_comment_count": 3,
23562
  "repo_association": "FIRST_TIME_CONTRIBUTOR",
23563
  "new_to_repo": false,
23564
  "first_seen_in_snapshot": false,
new-contributors-report.md CHANGED
@@ -1,9 +1,9 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260715T000048Z`
4
- - Generated: `2026-07-15T00:01:26Z`
5
  - Activity window: `60d`
6
- - Contributors: `368`
7
 
8
  ## Summary
9
 
@@ -17,7 +17,7 @@
17
  | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 80 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
18
  | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 70 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
19
  | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 58 | 2 | mixed | low | low | targets high-star repos |
20
- | `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2025-09-11T21:27:59Z` | 54 | 1 | strong | low | low | targets high-star repos |
21
  | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 51 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
22
  | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 49 | 0 | strong | low | low | targets high-star repos |
23
  | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-10-14T03:02:06Z` | 44 | 1 | strong | moderate | low | targets high-star repos |
@@ -310,6 +310,7 @@
310
  | `Minato95-ayu` | [profile](https://github.com/Minato95-ayu) | no | FIRST_TIME_CONTRIBUTOR | 657d | `2026-06-16T07:26:24Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
311
  | `mironable` | [profile](https://github.com/mironable) | no | FIRST_TIME_CONTRIBUTOR | 3559d | `2026-06-15T12:56:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
312
  | `msdsm` | [profile](https://github.com/msdsm) | no | FIRST_TIME_CONTRIBUTOR | 2197d | `2026-06-06T10:53:47Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 
313
  | `MushiSenpai` | [profile](https://github.com/MushiSenpai) | no | NONE | 143d | `2026-06-26T15:25:50Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
314
  | `muyihao` | [profile](https://github.com/muyihao) | no | FIRST_TIME_CONTRIBUTOR | 3023d | `2026-01-31T01:30:41Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
315
  | `n0gu-furiosa` | [profile](https://github.com/n0gu-furiosa) | no | CONTRIBUTOR | 863d | `2026-06-04T05:04:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -432,12 +433,12 @@ Example artifacts:
432
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
433
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
434
  - repo first seen: `2025-06-20T09:58:55Z`
435
- - repo last seen: `2026-07-13T07:42:11Z`
436
  - first seen in snapshot: **no**
437
  - repo association: **CONTRIBUTOR**
438
  - repo primary artifacts: **113**
439
  - snapshot authored PRs/issues: **109 PRs / 4 issues**
440
- - snapshot discussion activity: **93 comments / 115 reviews / 114 review comments**
441
  - account age: **3934 days**
442
  - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
443
  - public orgs: none visible
@@ -583,12 +584,12 @@ Example artifacts:
583
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
584
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
585
  - repo first seen: `2025-09-11T21:27:59Z`
586
- - repo last seen: `2026-07-14T10:19:11Z`
587
  - first seen in snapshot: **no**
588
  - repo association: **MEMBER**
589
- - repo primary artifacts: **55**
590
- - snapshot authored PRs/issues: **54 PRs / 1 issues**
591
- - snapshot discussion activity: **75 comments / 222 reviews / 234 review comments**
592
  - account age: **1813 days**
593
  - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
594
  - public orgs: none visible
@@ -596,9 +597,9 @@ Example artifacts:
596
  - heuristic read: **targets high-star repos**
597
 
598
  Example artifacts:
599
- - [PR #47318: [Nit] Add kernels_fallback_ok kwarg to is_flash_attn_N_available](https://github.com/huggingface/transformers/pull/47318) — open
 
600
  - [PR #47316: [Improvement] Re-structure sonic MoE kernel interface to use a Handle object](https://github.com/huggingface/transformers/pull/47316) — open
601
- - [PR #47311: [Nit] Add expectations for gemma4 tests on H100](https://github.com/huggingface/transformers/pull/47311) — open
602
  - [Issue #46516: [Continuous batching] Tracker for issues and feature requests](https://github.com/huggingface/transformers/issues/46516) — open
603
 
604
  ### `SunMarc`
@@ -754,12 +755,12 @@ Example artifacts:
754
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil)
755
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil)
756
  - repo first seen: `2025-07-04T08:41:29Z`
757
- - repo last seen: `2026-07-14T18:51:54Z`
758
  - first seen in snapshot: **no**
759
  - repo association: **MEMBER**
760
  - repo primary artifacts: **39**
761
  - snapshot authored PRs/issues: **35 PRs / 4 issues**
762
- - snapshot discussion activity: **87 comments / 519 reviews / 475 review comments**
763
  - account age: **2354 days**
764
  - recent public PR activity: **22 PRs** (16 merged / 2 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
765
  - public orgs: `huggingface`, `Chouafa`
@@ -4475,12 +4476,12 @@ Example artifacts:
4475
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adaviswer)
4476
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adaviswer)
4477
  - repo first seen: `2026-06-15T02:09:07Z`
4478
- - repo last seen: `2026-07-14T23:20:24Z`
4479
  - first seen in snapshot: **no**
4480
  - repo association: **CONTRIBUTOR**
4481
  - repo primary artifacts: **2**
4482
  - snapshot authored PRs/issues: **1 PRs / 1 issues**
4483
- - snapshot discussion activity: **1 comments / 7 reviews / 7 review comments**
4484
  - account age: **4261 days**
4485
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4486
  - public orgs: none visible
@@ -7092,6 +7093,27 @@ Example artifacts:
7092
  Example artifacts:
7093
  - [PR #46461: Speed up nested BatchFeature tensor conversion](https://github.com/huggingface/transformers/pull/46461) — open
7094
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7095
  ### `MushiSenpai`
7096
 
7097
  - profile: [github.com/MushiSenpai](https://github.com/MushiSenpai)
@@ -7917,12 +7939,12 @@ Example artifacts:
7917
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AShareLer)
7918
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AShareLer)
7919
  - repo first seen: `2026-07-08T10:26:48Z`
7920
- - repo last seen: `2026-07-14T11:51:20Z`
7921
  - first seen in snapshot: **no**
7922
  - repo association: **FIRST_TIME_CONTRIBUTOR**
7923
  - repo primary artifacts: **1**
7924
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
7925
- - snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
7926
  - account age: **2684 days**
7927
  - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
7928
  - public orgs: none visible
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260715T060030Z`
4
+ - Generated: `2026-07-15T06:01:26Z`
5
  - Activity window: `60d`
6
+ - Contributors: `369`
7
 
8
  ## Summary
9
 
 
17
  | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2296d | `2024-02-08T22:19:09Z` | 80 | 2 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
18
  | `ArthurZucker` | [profile](https://github.com/ArthurZucker) | no | MEMBER | 2590d | `2023-02-24T14:13:29Z` | 70 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
19
  | `vasqu` | [profile](https://github.com/vasqu) | no | MEMBER | 1991d | `2025-08-26T12:13:50Z` | 58 | 2 | mixed | low | low | targets high-star repos |
20
+ | `remi-or` | [profile](https://github.com/remi-or) | no | MEMBER | 1813d | `2025-09-11T21:27:59Z` | 55 | 1 | strong | low | low | targets high-star repos |
21
  | `SunMarc` | [profile](https://github.com/SunMarc) | no | MEMBER | 2360d | `2024-09-02T13:41:47Z` | 51 | 2 | strong | moderate | low | high recent PR volume; targets high-star repos |
22
  | `Rocketknight1` | [profile](https://github.com/Rocketknight1) | no | MEMBER | 3961d | `2023-02-27T14:00:41Z` | 49 | 0 | strong | low | low | targets high-star repos |
23
  | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 2996d | `2025-10-14T03:02:06Z` | 44 | 1 | strong | moderate | low | targets high-star repos |
 
310
  | `Minato95-ayu` | [profile](https://github.com/Minato95-ayu) | no | FIRST_TIME_CONTRIBUTOR | 657d | `2026-06-16T07:26:24Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
311
  | `mironable` | [profile](https://github.com/mironable) | no | FIRST_TIME_CONTRIBUTOR | 3559d | `2026-06-15T12:56:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
312
  | `msdsm` | [profile](https://github.com/msdsm) | no | FIRST_TIME_CONTRIBUTOR | 2197d | `2026-06-06T10:53:47Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
313
+ | `MuathJ` | [profile](https://github.com/MuathJ) | yes | FIRST_TIME_CONTRIBUTOR | 2473d | `2026-07-15T01:43:37Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share |
314
  | `MushiSenpai` | [profile](https://github.com/MushiSenpai) | no | NONE | 143d | `2026-06-26T15:25:50Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
315
  | `muyihao` | [profile](https://github.com/muyihao) | no | FIRST_TIME_CONTRIBUTOR | 3023d | `2026-01-31T01:30:41Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
316
  | `n0gu-furiosa` | [profile](https://github.com/n0gu-furiosa) | no | CONTRIBUTOR | 863d | `2026-06-04T05:04:15Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 
433
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
434
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
435
  - repo first seen: `2025-06-20T09:58:55Z`
436
+ - repo last seen: `2026-07-15T03:30:30Z`
437
  - first seen in snapshot: **no**
438
  - repo association: **CONTRIBUTOR**
439
  - repo primary artifacts: **113**
440
  - snapshot authored PRs/issues: **109 PRs / 4 issues**
441
+ - snapshot discussion activity: **94 comments / 115 reviews / 114 review comments**
442
  - account age: **3934 days**
443
  - recent public PR activity: **35 PRs** (24 merged / 6 closed-unmerged / 5 open; merged rate **69%**, closed-unmerged rate **17%**, open rate **14%**)
444
  - public orgs: none visible
 
584
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
585
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
586
  - repo first seen: `2025-09-11T21:27:59Z`
587
+ - repo last seen: `2026-07-15T04:08:42Z`
588
  - first seen in snapshot: **no**
589
  - repo association: **MEMBER**
590
+ - repo primary artifacts: **56**
591
+ - snapshot authored PRs/issues: **55 PRs / 1 issues**
592
+ - snapshot discussion activity: **76 comments / 227 reviews / 238 review comments**
593
  - account age: **1813 days**
594
  - recent public PR activity: **13 PRs** (12 merged / 0 closed-unmerged / 1 open; merged rate **92%**, closed-unmerged rate **0%**, open rate **8%**)
595
  - public orgs: none visible
 
597
  - heuristic read: **targets high-star repos**
598
 
599
  Example artifacts:
600
+ - [PR #47330: [CB] Automatically switch attention implementation to flash](https://github.com/huggingface/transformers/pull/47330) — open
601
+ - [PR #47318: [Nit] Add kernels_fallback_ok kwarg to is_flash_attn_N_available](https://github.com/huggingface/transformers/pull/47318) — closed, merged
602
  - [PR #47316: [Improvement] Re-structure sonic MoE kernel interface to use a Handle object](https://github.com/huggingface/transformers/pull/47316) — open
 
603
  - [Issue #46516: [Continuous batching] Tracker for issues and feature requests](https://github.com/huggingface/transformers/issues/46516) — open
604
 
605
  ### `SunMarc`
 
755
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil)
756
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil)
757
  - repo first seen: `2025-07-04T08:41:29Z`
758
+ - repo last seen: `2026-07-15T04:51:01Z`
759
  - first seen in snapshot: **no**
760
  - repo association: **MEMBER**
761
  - repo primary artifacts: **39**
762
  - snapshot authored PRs/issues: **35 PRs / 4 issues**
763
+ - snapshot discussion activity: **87 comments / 522 reviews / 478 review comments**
764
  - account age: **2354 days**
765
  - recent public PR activity: **22 PRs** (16 merged / 2 closed-unmerged / 4 open; merged rate **73%**, closed-unmerged rate **9%**, open rate **18%**)
766
  - public orgs: `huggingface`, `Chouafa`
 
4476
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Adaviswer)
4477
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Adaviswer)
4478
  - repo first seen: `2026-06-15T02:09:07Z`
4479
+ - repo last seen: `2026-07-15T04:07:24Z`
4480
  - first seen in snapshot: **no**
4481
  - repo association: **CONTRIBUTOR**
4482
  - repo primary artifacts: **2**
4483
  - snapshot authored PRs/issues: **1 PRs / 1 issues**
4484
+ - snapshot discussion activity: **2 comments / 12 reviews / 12 review comments**
4485
  - account age: **4261 days**
4486
  - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
4487
  - public orgs: none visible
 
7093
  Example artifacts:
7094
  - [PR #46461: Speed up nested BatchFeature tensor conversion](https://github.com/huggingface/transformers/pull/46461) — open
7095
 
7096
+ ### `MuathJ`
7097
+
7098
+ - profile: [github.com/MuathJ](https://github.com/MuathJ)
7099
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AMuathJ)
7100
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AMuathJ)
7101
+ - repo first seen: `2026-07-15T01:43:37Z`
7102
+ - repo last seen: `2026-07-15T01:43:37Z`
7103
+ - first seen in snapshot: **yes**
7104
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
7105
+ - repo primary artifacts: **1**
7106
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
7107
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
7108
+ - account age: **2473 days**
7109
+ - recent public PR activity: **21 PRs** (0 merged / 0 closed-unmerged / 21 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
7110
+ - public orgs: none visible
7111
+ - compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
7112
+ - heuristic read: **broad repo spread; high open PR share**
7113
+
7114
+ Example artifacts:
7115
+ - [PR #47329: Add LocalMode to `awesome-transformers.md`](https://github.com/huggingface/transformers/pull/47329) — open
7116
+
7117
  ### `MushiSenpai`
7118
 
7119
  - profile: [github.com/MushiSenpai](https://github.com/MushiSenpai)
 
7939
  - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AShareLer)
7940
  - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AShareLer)
7941
  - repo first seen: `2026-07-08T10:26:48Z`
7942
+ - repo last seen: `2026-07-15T03:21:13Z`
7943
  - first seen in snapshot: **no**
7944
  - repo association: **FIRST_TIME_CONTRIBUTOR**
7945
  - repo primary artifacts: **1**
7946
  - snapshot authored PRs/issues: **1 PRs / 0 issues**
7947
+ - snapshot discussion activity: **2 comments / 3 reviews / 3 review comments**
7948
  - account age: **2684 days**
7949
  - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
7950
  - public orgs: none visible
new_contributors.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:56becbfe936a40df34c7b293cb159fc8e9e57aa8a142707ebe24adb40ed98e67
3
- size 65954
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fe4b442cc64deb4e8dbbd1d12079dde33e6953c9a516bdd56908bf9fea02f12b
3
+ size 66308
pr-scope-clusters.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "repo": "huggingface/transformers",
3
- "snapshot_id": "20260715T000048Z",
4
- "generated_at": "2026-07-15T00:01:25Z",
5
- "cluster_count": 81,
6
  "pr_scope_clusters": [
7
  {
8
  "cluster_id": "pr-scope-43636-10",
@@ -49,7 +49,7 @@
49
  "left_pr_number": 43663,
50
  "right_pr_number": 45067,
51
  "similarity": 0.631,
52
- "content_similarity": 0.474,
53
  "size_similarity": 1.0,
54
  "breadth_similarity": 1.0,
55
  "concentration_similarity": 1.0,
@@ -321,7 +321,7 @@
321
  "left_pr_number": 43651,
322
  "right_pr_number": 44123,
323
  "similarity": 0.425,
324
- "content_similarity": 0.323,
325
  "size_similarity": 0.327,
326
  "breadth_similarity": 1.0,
327
  "concentration_similarity": 1.0,
@@ -336,7 +336,7 @@
336
  {
337
  "left_pr_number": 43651,
338
  "right_pr_number": 44660,
339
- "similarity": 0.423,
340
  "content_similarity": 0.318,
341
  "size_similarity": 0.333,
342
  "breadth_similarity": 1.0,
@@ -592,7 +592,7 @@
592
  {
593
  "left_pr_number": 43651,
594
  "right_pr_number": 45055,
595
- "similarity": 0.368,
596
  "content_similarity": 0.275,
597
  "size_similarity": 0.167,
598
  "breadth_similarity": 1.0,
@@ -978,7 +978,7 @@
978
  "left_pr_number": 46504,
979
  "right_pr_number": 46563,
980
  "similarity": 0.34,
981
- "content_similarity": 0.129,
982
  "size_similarity": 0.667,
983
  "breadth_similarity": 1.0,
984
  "concentration_similarity": 1.0,
@@ -1983,491 +1983,212 @@
1983
  ]
1984
  },
1985
  {
1986
- "cluster_id": "pr-scope-44385-6",
1987
  "pr_numbers": [
1988
- 44385,
1989
- 44615,
1990
- 46152,
1991
- 46995,
1992
- 47222,
1993
- 47318
1994
  ],
1995
- "representative_pr_number": 44615,
1996
- "average_similarity": 0.398,
1997
- "summary": "6 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
1998
  "shared_filenames": [
1999
- "src/transformers/utils/import_utils.py"
 
 
2000
  ],
2001
  "shared_directories": [
2002
- "src/transformers/utils",
2003
  "src/transformers",
2004
- "src"
 
 
 
2005
  ],
2006
  "pairwise": [
2007
  {
2008
- "left_pr_number": 44615,
2009
- "right_pr_number": 46152,
2010
- "similarity": 0.612,
2011
- "content_similarity": 0.535,
2012
- "size_similarity": 0.583,
2013
- "breadth_similarity": 1.0,
2014
- "concentration_similarity": 1.0,
2015
  "shared_filenames": [
2016
- "src/transformers/utils/import_utils.py"
 
2017
  ],
2018
  "shared_directories": [
2019
- "src/transformers/utils",
2020
  "src/transformers",
2021
- "src"
 
 
2022
  ]
2023
  },
2024
  {
2025
- "left_pr_number": 44615,
2026
- "right_pr_number": 46995,
2027
- "similarity": 0.476,
2028
- "content_similarity": 0.417,
2029
- "size_similarity": 0.229,
2030
- "breadth_similarity": 1.0,
2031
- "concentration_similarity": 1.0,
2032
  "shared_filenames": [
2033
- "src/transformers/utils/import_utils.py"
 
2034
  ],
2035
  "shared_directories": [
2036
- "src/transformers/utils",
2037
  "src/transformers",
2038
- "src"
 
 
2039
  ]
2040
  },
2041
  {
2042
- "left_pr_number": 46152,
2043
- "right_pr_number": 46995,
2044
- "similarity": 0.472,
2045
- "content_similarity": 0.431,
2046
- "size_similarity": 0.133,
2047
- "breadth_similarity": 1.0,
2048
- "concentration_similarity": 1.0,
2049
  "shared_filenames": [
2050
- "src/transformers/utils/import_utils.py"
 
2051
  ],
2052
  "shared_directories": [
2053
- "src/transformers/utils",
2054
  "src/transformers",
2055
- "src"
 
 
2056
  ]
2057
  },
2058
  {
2059
- "left_pr_number": 46152,
2060
- "right_pr_number": 47318,
2061
- "similarity": 0.45,
2062
- "content_similarity": 0.373,
2063
- "size_similarity": 0.833,
2064
- "breadth_similarity": 0.333,
2065
- "concentration_similarity": 0.625,
2066
  "shared_filenames": [
2067
- "src/transformers/utils/import_utils.py"
 
2068
  ],
2069
  "shared_directories": [
2070
- "src/transformers/utils",
2071
  "src/transformers",
2072
- "src"
 
 
2073
  ]
2074
  },
2075
  {
2076
- "left_pr_number": 44385,
2077
- "right_pr_number": 46995,
2078
- "similarity": 0.425,
2079
- "content_similarity": 0.308,
2080
- "size_similarity": 0.615,
2081
  "breadth_similarity": 0.667,
2082
- "concentration_similarity": 1.0,
2083
- "shared_filenames": [
2084
- "src/transformers/utils/import_utils.py"
2085
- ],
2086
- "shared_directories": [
2087
- "src/transformers/utils",
2088
- "src/transformers",
2089
- "src"
2090
- ]
2091
- },
2092
- {
2093
- "left_pr_number": 44615,
2094
- "right_pr_number": 47222,
2095
- "similarity": 0.41,
2096
- "content_similarity": 0.283,
2097
- "size_similarity": 0.857,
2098
- "breadth_similarity": 0.5,
2099
- "concentration_similarity": 0.667,
2100
  "shared_filenames": [
2101
- "src/transformers/utils/import_utils.py"
 
2102
  ],
2103
  "shared_directories": [
2104
- "src/transformers/utils",
2105
  "src/transformers",
2106
- "src"
 
 
2107
  ]
2108
  },
2109
  {
2110
- "left_pr_number": 44385,
2111
- "right_pr_number": 44615,
2112
- "similarity": 0.402,
2113
- "content_similarity": 0.328,
2114
- "size_similarity": 0.371,
2115
- "breadth_similarity": 0.667,
2116
- "concentration_similarity": 1.0,
2117
  "shared_filenames": [
2118
- "src/transformers/utils/import_utils.py"
 
2119
  ],
2120
  "shared_directories": [
2121
- "src/transformers/utils",
2122
  "src/transformers",
2123
- "src"
 
 
2124
  ]
2125
  },
2126
  {
2127
- "left_pr_number": 44615,
2128
- "right_pr_number": 47318,
2129
- "similarity": 0.39,
2130
- "content_similarity": 0.36,
2131
- "size_similarity": 0.486,
2132
- "breadth_similarity": 0.333,
2133
- "concentration_similarity": 0.625,
2134
  "shared_filenames": [
2135
- "src/transformers/utils/import_utils.py"
 
2136
  ],
2137
  "shared_directories": [
2138
- "src/transformers/utils",
2139
  "src/transformers",
2140
- "src"
 
2141
  ]
2142
  },
2143
  {
2144
- "left_pr_number": 44385,
2145
- "right_pr_number": 46152,
2146
- "similarity": 0.386,
2147
- "content_similarity": 0.339,
2148
- "size_similarity": 0.217,
2149
  "breadth_similarity": 0.667,
2150
- "concentration_similarity": 1.0,
2151
- "shared_filenames": [
2152
- "src/transformers/utils/import_utils.py"
2153
- ],
2154
- "shared_directories": [
2155
- "src/transformers/utils",
2156
- "src/transformers",
2157
- "src"
2158
- ]
2159
- },
2160
- {
2161
- "left_pr_number": 46152,
2162
- "right_pr_number": 47222,
2163
- "similarity": 0.363,
2164
- "content_similarity": 0.293,
2165
- "size_similarity": 0.5,
2166
- "breadth_similarity": 0.5,
2167
- "concentration_similarity": 0.667,
2168
  "shared_filenames": [
2169
- "src/transformers/utils/import_utils.py"
2170
  ],
2171
  "shared_directories": [
2172
- "src/transformers/utils",
2173
  "src/transformers",
2174
- "src"
 
2175
  ]
2176
  },
2177
  {
2178
- "left_pr_number": 47222,
2179
- "right_pr_number": 47318,
2180
- "similarity": 0.338,
2181
- "content_similarity": 0.23,
2182
- "size_similarity": 0.417,
2183
- "breadth_similarity": 0.667,
2184
- "concentration_similarity": 0.958,
2185
  "shared_filenames": [
2186
- "src/transformers/utils/import_utils.py"
2187
  ],
2188
  "shared_directories": [
2189
- "src/transformers/utils",
2190
  "src/transformers",
2191
- "src"
 
2192
  ]
2193
  },
2194
  {
2195
- "left_pr_number": 46995,
2196
- "right_pr_number": 47318,
2197
- "similarity": 0.319,
2198
- "content_similarity": 0.339,
2199
- "size_similarity": 0.111,
2200
  "breadth_similarity": 0.333,
2201
- "concentration_similarity": 0.625,
2202
  "shared_filenames": [
2203
- "src/transformers/utils/import_utils.py"
2204
  ],
2205
  "shared_directories": [
2206
- "src/transformers/utils",
2207
  "src/transformers",
2208
- "src"
2209
- ]
2210
- },
2211
- {
2212
- "left_pr_number": 44385,
2213
- "right_pr_number": 47318,
2214
- "similarity": 0.312,
2215
- "content_similarity": 0.267,
2216
- "size_similarity": 0.181,
2217
- "breadth_similarity": 0.667,
2218
- "concentration_similarity": 0.625,
2219
- "shared_filenames": [
2220
- "src/transformers/utils/import_utils.py"
2221
- ],
2222
- "shared_directories": [
2223
- "src/transformers/utils",
2224
- "src/transformers",
2225
- "src"
2226
- ]
2227
- },
2228
- {
2229
- "left_pr_number": 46995,
2230
- "right_pr_number": 47222,
2231
- "similarity": 0.31,
2232
- "content_similarity": 0.266,
2233
- "size_similarity": 0.267,
2234
- "breadth_similarity": 0.5,
2235
- "concentration_similarity": 0.667,
2236
- "shared_filenames": [
2237
- "src/transformers/utils/import_utils.py"
2238
- ],
2239
- "shared_directories": [
2240
- "src/transformers/utils",
2241
- "src/transformers",
2242
- "src"
2243
- ]
2244
- },
2245
- {
2246
- "left_pr_number": 44385,
2247
- "right_pr_number": 47222,
2248
- "similarity": 0.303,
2249
- "content_similarity": 0.209,
2250
- "size_similarity": 0.433,
2251
- "breadth_similarity": 0.583,
2252
- "concentration_similarity": 0.667,
2253
- "shared_filenames": [
2254
- "src/transformers/utils/import_utils.py"
2255
- ],
2256
- "shared_directories": [
2257
- "src/transformers/utils",
2258
- "src/transformers",
2259
- "src"
2260
- ]
2261
- }
2262
- ]
2263
- },
2264
- {
2265
- "cluster_id": "pr-scope-44974-5",
2266
- "pr_numbers": [
2267
- 44974,
2268
- 45421,
2269
- 45635,
2270
- 45996,
2271
- 47257
2272
- ],
2273
- "representative_pr_number": 45635,
2274
- "average_similarity": 0.507,
2275
- "summary": "5 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`, `tests/test_modeling_common.py`; representative PR #45635.",
2276
- "shared_filenames": [
2277
- "src/transformers/core_model_loading.py",
2278
- "tests/utils/test_core_model_loading.py",
2279
- "tests/test_modeling_common.py"
2280
- ],
2281
- "shared_directories": [
2282
- "src/transformers",
2283
- "tests",
2284
- "src",
2285
- "tests/utils",
2286
- "src/transformers/integrations"
2287
- ],
2288
- "pairwise": [
2289
- {
2290
- "left_pr_number": 44974,
2291
- "right_pr_number": 45635,
2292
- "similarity": 0.719,
2293
- "content_similarity": 0.719,
2294
- "size_similarity": 0.59,
2295
- "breadth_similarity": 0.8,
2296
- "concentration_similarity": 0.929,
2297
- "shared_filenames": [
2298
- "src/transformers/core_model_loading.py",
2299
- "tests/utils/test_core_model_loading.py"
2300
- ],
2301
- "shared_directories": [
2302
- "src/transformers",
2303
- "tests/utils",
2304
- "src",
2305
- "tests"
2306
- ]
2307
- },
2308
- {
2309
- "left_pr_number": 45635,
2310
- "right_pr_number": 45996,
2311
- "similarity": 0.652,
2312
- "content_similarity": 0.599,
2313
- "size_similarity": 0.714,
2314
- "breadth_similarity": 0.875,
2315
- "concentration_similarity": 0.758,
2316
- "shared_filenames": [
2317
- "src/transformers/core_model_loading.py",
2318
- "tests/utils/test_core_model_loading.py"
2319
- ],
2320
- "shared_directories": [
2321
- "src/transformers",
2322
- "tests/utils",
2323
- "src",
2324
- "tests"
2325
- ]
2326
- },
2327
- {
2328
- "left_pr_number": 44974,
2329
- "right_pr_number": 45996,
2330
- "similarity": 0.582,
2331
- "content_similarity": 0.554,
2332
- "size_similarity": 0.422,
2333
- "breadth_similarity": 0.9,
2334
- "concentration_similarity": 0.829,
2335
- "shared_filenames": [
2336
- "src/transformers/core_model_loading.py",
2337
- "tests/utils/test_core_model_loading.py"
2338
- ],
2339
- "shared_directories": [
2340
- "src/transformers/integrations",
2341
- "src/transformers",
2342
- "tests/utils",
2343
- "src",
2344
- "tests"
2345
- ]
2346
- },
2347
- {
2348
- "left_pr_number": 45996,
2349
- "right_pr_number": 47257,
2350
- "similarity": 0.579,
2351
- "content_similarity": 0.585,
2352
- "size_similarity": 0.419,
2353
- "breadth_similarity": 0.583,
2354
- "concentration_similarity": 0.972,
2355
- "shared_filenames": [
2356
- "src/transformers/core_model_loading.py",
2357
- "tests/utils/test_core_model_loading.py"
2358
- ],
2359
- "shared_directories": [
2360
- "src/transformers",
2361
- "tests/utils",
2362
- "src",
2363
- "tests"
2364
- ]
2365
- },
2366
- {
2367
- "left_pr_number": 45635,
2368
- "right_pr_number": 47257,
2369
- "similarity": 0.545,
2370
- "content_similarity": 0.566,
2371
- "size_similarity": 0.299,
2372
- "breadth_similarity": 0.667,
2373
- "concentration_similarity": 0.73,
2374
- "shared_filenames": [
2375
- "src/transformers/core_model_loading.py",
2376
- "tests/utils/test_core_model_loading.py"
2377
- ],
2378
- "shared_directories": [
2379
- "src/transformers",
2380
- "tests/utils",
2381
- "src",
2382
- "tests"
2383
- ]
2384
- },
2385
- {
2386
- "left_pr_number": 44974,
2387
- "right_pr_number": 47257,
2388
- "similarity": 0.509,
2389
- "content_similarity": 0.556,
2390
- "size_similarity": 0.176,
2391
- "breadth_similarity": 0.533,
2392
- "concentration_similarity": 0.801,
2393
- "shared_filenames": [
2394
- "src/transformers/core_model_loading.py",
2395
- "tests/utils/test_core_model_loading.py"
2396
- ],
2397
- "shared_directories": [
2398
- "src/transformers",
2399
- "tests/utils",
2400
- "src",
2401
- "tests"
2402
- ]
2403
- },
2404
- {
2405
- "left_pr_number": 45421,
2406
- "right_pr_number": 45635,
2407
- "similarity": 0.464,
2408
- "content_similarity": 0.377,
2409
- "size_similarity": 0.803,
2410
- "breadth_similarity": 0.5,
2411
- "concentration_similarity": 0.586,
2412
- "shared_filenames": [
2413
- "src/transformers/core_model_loading.py",
2414
- "tests/test_modeling_common.py"
2415
- ],
2416
- "shared_directories": [
2417
- "src/transformers",
2418
- "src",
2419
- "tests"
2420
- ]
2421
- },
2422
- {
2423
- "left_pr_number": 44974,
2424
- "right_pr_number": 45421,
2425
- "similarity": 0.42,
2426
- "content_similarity": 0.301,
2427
- "size_similarity": 0.735,
2428
- "breadth_similarity": 0.667,
2429
- "concentration_similarity": 0.657,
2430
- "shared_filenames": [
2431
- "src/transformers/core_model_loading.py"
2432
- ],
2433
- "shared_directories": [
2434
- "src/transformers",
2435
- "src",
2436
- "tests"
2437
- ]
2438
- },
2439
- {
2440
- "left_pr_number": 45421,
2441
- "right_pr_number": 45996,
2442
- "similarity": 0.32,
2443
- "content_similarity": 0.192,
2444
- "size_similarity": 0.573,
2445
- "breadth_similarity": 0.583,
2446
- "concentration_similarity": 0.828,
2447
- "shared_filenames": [
2448
- "src/transformers/core_model_loading.py"
2449
- ],
2450
- "shared_directories": [
2451
- "src/transformers",
2452
- "src",
2453
- "tests"
2454
- ]
2455
- },
2456
- {
2457
- "left_pr_number": 45421,
2458
- "right_pr_number": 47257,
2459
- "similarity": 0.28,
2460
- "content_similarity": 0.24,
2461
- "size_similarity": 0.24,
2462
- "breadth_similarity": 0.333,
2463
- "concentration_similarity": 0.856,
2464
- "shared_filenames": [
2465
- "src/transformers/core_model_loading.py"
2466
- ],
2467
- "shared_directories": [
2468
- "src/transformers",
2469
- "src",
2470
- "tests"
2471
  ]
2472
  }
2473
  ]
@@ -2747,100 +2468,293 @@
2747
  "left_pr_number": 44872,
2748
  "right_pr_number": 45985,
2749
  "similarity": 0.454,
2750
- "content_similarity": 0.392,
2751
  "size_similarity": 0.2,
2752
  "breadth_similarity": 1.0,
2753
  "concentration_similarity": 1.0,
2754
  "shared_filenames": [
2755
- "src/transformers/generation/utils.py"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2756
  ],
2757
  "shared_directories": [
2758
- "src/transformers/generation",
2759
  "src/transformers",
2760
  "src"
2761
  ]
2762
  },
2763
  {
2764
- "left_pr_number": 45985,
2765
- "right_pr_number": 47310,
2766
- "similarity": 0.452,
2767
- "content_similarity": 0.388,
2768
- "size_similarity": 0.2,
2769
- "breadth_similarity": 1.0,
2770
  "concentration_similarity": 1.0,
2771
  "shared_filenames": [
2772
- "src/transformers/generation/utils.py"
2773
  ],
2774
  "shared_directories": [
2775
- "src/transformers/generation",
2776
  "src/transformers",
2777
  "src"
2778
  ]
2779
  },
2780
  {
2781
- "left_pr_number": 34667,
2782
- "right_pr_number": 44872,
2783
- "similarity": 0.427,
2784
- "content_similarity": 0.337,
2785
- "size_similarity": 0.273,
2786
- "breadth_similarity": 1.0,
2787
  "concentration_similarity": 1.0,
2788
  "shared_filenames": [
2789
- "src/transformers/generation/utils.py"
2790
  ],
2791
  "shared_directories": [
2792
- "src/transformers/generation",
2793
  "src/transformers",
2794
  "src"
2795
  ]
2796
  },
2797
  {
2798
- "left_pr_number": 34667,
2799
- "right_pr_number": 47310,
2800
- "similarity": 0.425,
2801
- "content_similarity": 0.334,
2802
- "size_similarity": 0.273,
2803
- "breadth_similarity": 1.0,
2804
- "concentration_similarity": 1.0,
2805
  "shared_filenames": [
2806
- "src/transformers/generation/utils.py"
2807
  ],
2808
  "shared_directories": [
2809
- "src/transformers/generation",
2810
  "src/transformers",
2811
  "src"
2812
  ]
2813
  },
2814
  {
2815
- "left_pr_number": 39683,
2816
- "right_pr_number": 44872,
2817
- "similarity": 0.421,
2818
- "content_similarity": 0.359,
2819
- "size_similarity": 0.13,
2820
- "breadth_similarity": 1.0,
2821
- "concentration_similarity": 1.0,
2822
  "shared_filenames": [
2823
- "src/transformers/generation/utils.py"
2824
  ],
2825
  "shared_directories": [
2826
- "src/transformers/generation",
2827
  "src/transformers",
2828
  "src"
2829
  ]
2830
  },
2831
  {
2832
- "left_pr_number": 39683,
2833
- "right_pr_number": 47310,
2834
- "similarity": 0.419,
2835
- "content_similarity": 0.356,
2836
- "size_similarity": 0.13,
2837
- "breadth_similarity": 1.0,
2838
- "concentration_similarity": 1.0,
2839
  "shared_filenames": [
2840
- "src/transformers/generation/utils.py"
2841
  ],
2842
  "shared_directories": [
2843
- "src/transformers/generation",
2844
  "src/transformers",
2845
  "src"
2846
  ]
@@ -2993,7 +2907,7 @@
2993
  {
2994
  "left_pr_number": 42975,
2995
  "right_pr_number": 42976,
2996
- "similarity": 0.397,
2997
  "content_similarity": 0.387,
2998
  "size_similarity": 0.101,
2999
  "breadth_similarity": 0.606,
@@ -3036,7 +2950,7 @@
3036
  {
3037
  "left_pr_number": 41441,
3038
  "right_pr_number": 43469,
3039
- "similarity": 0.664,
3040
  "content_similarity": 0.749,
3041
  "size_similarity": 0.35,
3042
  "breadth_similarity": 0.5,
@@ -3163,7 +3077,7 @@
3163
  {
3164
  "left_pr_number": 45294,
3165
  "right_pr_number": 45438,
3166
- "similarity": 0.75,
3167
  "content_similarity": 0.769,
3168
  "size_similarity": 0.42,
3169
  "breadth_similarity": 1.0,
@@ -3211,7 +3125,7 @@
3211
  "left_pr_number": 45438,
3212
  "right_pr_number": 45883,
3213
  "similarity": 0.54,
3214
- "content_similarity": 0.576,
3215
  "size_similarity": 0.392,
3216
  "breadth_similarity": 0.325,
3217
  "concentration_similarity": 0.92,
@@ -3230,7 +3144,7 @@
3230
  "left_pr_number": 45438,
3231
  "right_pr_number": 46642,
3232
  "similarity": 0.401,
3233
- "content_similarity": 0.317,
3234
  "size_similarity": 0.654,
3235
  "breadth_similarity": 0.561,
3236
  "concentration_similarity": 0.499,
@@ -3250,7 +3164,7 @@
3250
  {
3251
  "left_pr_number": 45294,
3252
  "right_pr_number": 46642,
3253
- "similarity": 0.343,
3254
  "content_similarity": 0.314,
3255
  "size_similarity": 0.275,
3256
  "breadth_similarity": 0.561,
@@ -3271,7 +3185,7 @@
3271
  {
3272
  "left_pr_number": 45883,
3273
  "right_pr_number": 46642,
3274
- "similarity": 0.303,
3275
  "content_similarity": 0.322,
3276
  "size_similarity": 0.256,
3277
  "breadth_similarity": 0.174,
@@ -3395,7 +3309,7 @@
3395
  {
3396
  "left_pr_number": 46580,
3397
  "right_pr_number": 47017,
3398
- "similarity": 0.43,
3399
  "content_similarity": 0.453,
3400
  "size_similarity": 0.237,
3401
  "breadth_similarity": 0.5,
@@ -3449,7 +3363,7 @@
3449
  {
3450
  "left_pr_number": 43656,
3451
  "right_pr_number": 43842,
3452
- "similarity": 0.571,
3453
  "content_similarity": 0.553,
3454
  "size_similarity": 0.222,
3455
  "breadth_similarity": 1.0,
@@ -3619,7 +3533,7 @@
3619
  "left_pr_number": 33686,
3620
  "right_pr_number": 44407,
3621
  "similarity": 0.355,
3622
- "content_similarity": 0.088,
3623
  "size_similarity": 0.957,
3624
  "breadth_similarity": 1.0,
3625
  "concentration_similarity": 1.0,
@@ -4256,78 +4170,6 @@
4256
  }
4257
  ]
4258
  },
4259
- {
4260
- "cluster_id": "pr-scope-45606-3",
4261
- "pr_numbers": [
4262
- 45606,
4263
- 45607,
4264
- 47311
4265
- ],
4266
- "representative_pr_number": 45607,
4267
- "average_similarity": 0.53,
4268
- "summary": "3 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45607.",
4269
- "shared_filenames": [
4270
- "tests/models/gemma4/test_modeling_gemma4.py"
4271
- ],
4272
- "shared_directories": [
4273
- "tests/models/gemma4",
4274
- "tests/models",
4275
- "tests"
4276
- ],
4277
- "pairwise": [
4278
- {
4279
- "left_pr_number": 45606,
4280
- "right_pr_number": 45607,
4281
- "similarity": 0.772,
4282
- "content_similarity": 0.822,
4283
- "size_similarity": 0.778,
4284
- "breadth_similarity": 0.417,
4285
- "concentration_similarity": 0.778,
4286
- "shared_filenames": [
4287
- "tests/models/gemma4/test_modeling_gemma4.py"
4288
- ],
4289
- "shared_directories": [
4290
- "tests/models/gemma4",
4291
- "tests/models",
4292
- "tests"
4293
- ]
4294
- },
4295
- {
4296
- "left_pr_number": 45607,
4297
- "right_pr_number": 47311,
4298
- "similarity": 0.474,
4299
- "content_similarity": 0.409,
4300
- "size_similarity": 0.25,
4301
- "breadth_similarity": 1.0,
4302
- "concentration_similarity": 1.0,
4303
- "shared_filenames": [
4304
- "tests/models/gemma4/test_modeling_gemma4.py"
4305
- ],
4306
- "shared_directories": [
4307
- "tests/models/gemma4",
4308
- "tests/models",
4309
- "tests"
4310
- ]
4311
- },
4312
- {
4313
- "left_pr_number": 45606,
4314
- "right_pr_number": 47311,
4315
- "similarity": 0.345,
4316
- "content_similarity": 0.336,
4317
- "size_similarity": 0.194,
4318
- "breadth_similarity": 0.417,
4319
- "concentration_similarity": 0.778,
4320
- "shared_filenames": [
4321
- "tests/models/gemma4/test_modeling_gemma4.py"
4322
- ],
4323
- "shared_directories": [
4324
- "tests/models/gemma4",
4325
- "tests/models",
4326
- "tests"
4327
- ]
4328
- }
4329
- ]
4330
- },
4331
  {
4332
  "cluster_id": "pr-scope-43997-3",
4333
  "pr_numbers": [
@@ -4689,7 +4531,7 @@
4689
  47165
4690
  ],
4691
  "representative_pr_number": 46269,
4692
- "average_similarity": 0.452,
4693
  "summary": "3 open PRs share weighted file overlap around `src/transformers/models/apertus/configuration_apertus.py`, `src/transformers/models/apertus/modular_apertus.py`, `src/transformers/models/cohere/configuration_cohere.py`; representative PR #46269.",
4694
  "shared_filenames": [
4695
  "src/transformers/models/apertus/configuration_apertus.py",
@@ -5238,7 +5080,7 @@
5238
  "left_pr_number": 45851,
5239
  "right_pr_number": 46357,
5240
  "similarity": 0.345,
5241
- "content_similarity": 0.116,
5242
  "size_similarity": 0.761,
5243
  "breadth_similarity": 1.0,
5244
  "concentration_similarity": 1.0,
@@ -5702,6 +5544,43 @@
5702
  }
5703
  ]
5704
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5705
  {
5706
  "cluster_id": "pr-scope-42824-2",
5707
  "pr_numbers": [
@@ -5726,7 +5605,7 @@
5726
  "left_pr_number": 42824,
5727
  "right_pr_number": 46461,
5728
  "similarity": 0.717,
5729
- "content_similarity": 0.748,
5730
  "size_similarity": 0.652,
5731
  "breadth_similarity": 0.5,
5732
  "concentration_similarity": 0.928,
@@ -5906,7 +5785,7 @@
5906
  "left_pr_number": 43085,
5907
  "right_pr_number": 47271,
5908
  "similarity": 0.648,
5909
- "content_similarity": 0.616,
5910
  "size_similarity": 0.693,
5911
  "breadth_similarity": 0.667,
5912
  "concentration_similarity": 0.916,
@@ -6036,7 +5915,7 @@
6036
  47153
6037
  ],
6038
  "representative_pr_number": 46735,
6039
- "average_similarity": 0.606,
6040
  "summary": "2 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`; representative PR #46735.",
6041
  "shared_filenames": [
6042
  "tests/generation/test_utils.py",
@@ -6053,8 +5932,8 @@
6053
  {
6054
  "left_pr_number": 46735,
6055
  "right_pr_number": 47153,
6056
- "similarity": 0.606,
6057
- "content_similarity": 0.505,
6058
  "size_similarity": 0.717,
6059
  "breadth_similarity": 1.0,
6060
  "concentration_similarity": 0.899,
@@ -6453,101 +6332,36 @@
6453
  "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py"
6454
  ],
6455
  "shared_directories": [
6456
- "src/transformers/models/diffusion_gemma",
6457
- "tests/models/diffusion_gemma",
6458
- "src/transformers/models",
6459
- "tests/models",
6460
- "src/transformers",
6461
- "tests",
6462
- "src"
6463
- ],
6464
- "pairwise": [
6465
- {
6466
- "left_pr_number": 46572,
6467
- "right_pr_number": 47295,
6468
- "similarity": 0.484,
6469
- "content_similarity": 0.478,
6470
- "size_similarity": 0.35,
6471
- "breadth_similarity": 0.708,
6472
- "concentration_similarity": 0.535,
6473
- "shared_filenames": [
6474
- "src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py",
6475
- "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py",
6476
- "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py"
6477
- ],
6478
- "shared_directories": [
6479
- "src/transformers/models/diffusion_gemma",
6480
- "src/transformers/models",
6481
- "tests/models/diffusion_gemma",
6482
- "src/transformers",
6483
- "tests/models",
6484
- "src",
6485
- "tests"
6486
- ]
6487
- }
6488
- ]
6489
- },
6490
- {
6491
- "cluster_id": "pr-scope-44973-2",
6492
- "pr_numbers": [
6493
- 44973,
6494
- 47170
6495
- ],
6496
- "representative_pr_number": 44973,
6497
- "average_similarity": 0.469,
6498
- "summary": "2 open PRs share weighted file overlap around `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_image/modeling_glm_image.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #44973.",
6499
- "shared_filenames": [
6500
- "src/transformers/models/glm4v/modeling_glm4v.py",
6501
- "src/transformers/models/glm_image/modeling_glm_image.py",
6502
- "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
6503
- "src/transformers/models/glm_ocr/modular_glm_ocr.py",
6504
- "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py",
6505
- "src/transformers/models/video_llama_3/modeling_video_llama_3.py",
6506
- "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
6507
- "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py"
6508
- ],
6509
- "shared_directories": [
6510
- "src/transformers/models/glm_ocr",
6511
- "src/transformers/models/video_llama_3",
6512
- "src/transformers/models/glm_image",
6513
- "src/transformers/models/qwen3_vl",
6514
- "src/transformers/models/glm4v_moe",
6515
- "src/transformers/models/qwen3_5_moe",
6516
- "src/transformers/models/ernie4_5_vl_moe",
6517
- "src/transformers/models/glm4v"
6518
  ],
6519
  "pairwise": [
6520
  {
6521
- "left_pr_number": 44973,
6522
- "right_pr_number": 47170,
6523
- "similarity": 0.469,
6524
- "content_similarity": 0.503,
6525
- "size_similarity": 0.068,
6526
- "breadth_similarity": 0.591,
6527
- "concentration_similarity": 0.945,
6528
  "shared_filenames": [
6529
- "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
6530
- "src/transformers/models/glm4v/modeling_glm4v.py",
6531
- "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
6532
- "src/transformers/models/glm_image/modeling_glm_image.py",
6533
- "src/transformers/models/glm_image/modular_glm_image.py",
6534
- "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
6535
- "src/transformers/models/glm_ocr/modular_glm_ocr.py",
6536
- "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
6537
- "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
6538
- "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py"
6539
  ],
6540
  "shared_directories": [
6541
- "src/transformers/models/ernie4_5_vl_moe",
6542
- "src/transformers/models/glm4v",
6543
- "src/transformers/models/glm4v_moe",
6544
- "src/transformers/models/glm_image",
6545
- "src/transformers/models/glm_ocr",
6546
- "src/transformers/models/paddleocr_vl",
6547
- "src/transformers/models/qwen2_5_omni",
6548
- "src/transformers/models/qwen2_5_vl",
6549
- "src/transformers/models/qwen2_vl",
6550
- "src/transformers/models/qwen3_5"
6551
  ]
6552
  }
6553
  ]
@@ -7026,40 +6840,111 @@
7026
  ]
7027
  },
7028
  {
7029
- "cluster_id": "pr-scope-44369-2",
7030
  "pr_numbers": [
7031
- 44369,
7032
- 45114
7033
  ],
7034
- "representative_pr_number": 44369,
7035
- "average_similarity": 0.402,
7036
- "summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.",
7037
  "shared_filenames": [
7038
- "docs/source/en/tasks/zero_shot_object_detection.md"
 
 
 
7039
  ],
7040
  "shared_directories": [
7041
- "docs/source/en/tasks",
7042
- "docs/source/en",
7043
- "docs/source",
7044
- "docs"
7045
  ],
7046
  "pairwise": [
7047
  {
7048
- "left_pr_number": 44369,
7049
- "right_pr_number": 45114,
7050
- "similarity": 0.402,
7051
- "content_similarity": 0.246,
7052
- "size_similarity": 0.808,
7053
- "breadth_similarity": 0.625,
7054
- "concentration_similarity": 0.919,
7055
  "shared_filenames": [
7056
- "docs/source/en/tasks/zero_shot_object_detection.md"
 
 
 
7057
  ],
7058
  "shared_directories": [
7059
- "docs/source/en/tasks",
7060
- "docs/source/en",
7061
- "docs/source",
7062
- "docs"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7063
  ]
7064
  }
7065
  ]
@@ -7129,6 +7014,45 @@
7129
  }
7130
  ]
7131
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7132
  {
7133
  "cluster_id": "pr-scope-44606-2",
7134
  "pr_numbers": [
@@ -7252,49 +7176,6 @@
7252
  }
7253
  ]
7254
  },
7255
- {
7256
- "cluster_id": "pr-scope-46957-2",
7257
- "pr_numbers": [
7258
- 46957,
7259
- 47323
7260
- ],
7261
- "representative_pr_number": 46957,
7262
- "average_similarity": 0.367,
7263
- "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/deepgemm.py`, `src/transformers/quantizers/quantizer_finegrained_fp8.py`, `src/transformers/integrations/finegrained_fp8.py`; representative PR #46957.",
7264
- "shared_filenames": [
7265
- "src/transformers/integrations/deepgemm.py",
7266
- "src/transformers/quantizers/quantizer_finegrained_fp8.py",
7267
- "src/transformers/integrations/finegrained_fp8.py"
7268
- ],
7269
- "shared_directories": [
7270
- "src/transformers/quantizers",
7271
- "src/transformers/integrations",
7272
- "src/transformers",
7273
- "src"
7274
- ],
7275
- "pairwise": [
7276
- {
7277
- "left_pr_number": 46957,
7278
- "right_pr_number": 47323,
7279
- "similarity": 0.367,
7280
- "content_similarity": 0.362,
7281
- "size_similarity": 0.345,
7282
- "breadth_similarity": 0.278,
7283
- "concentration_similarity": 0.683,
7284
- "shared_filenames": [
7285
- "src/transformers/integrations/deepgemm.py",
7286
- "src/transformers/integrations/finegrained_fp8.py",
7287
- "src/transformers/quantizers/quantizer_finegrained_fp8.py"
7288
- ],
7289
- "shared_directories": [
7290
- "src/transformers/integrations",
7291
- "src/transformers/quantizers",
7292
- "src/transformers",
7293
- "src"
7294
- ]
7295
- }
7296
- ]
7297
- },
7298
  {
7299
  "cluster_id": "pr-scope-46501-2",
7300
  "pr_numbers": [
@@ -7362,47 +7243,6 @@
7362
  ]
7363
  }
7364
  ]
7365
- },
7366
- {
7367
- "cluster_id": "pr-scope-45975-2",
7368
- "pr_numbers": [
7369
- 45975,
7370
- 46792
7371
- ],
7372
- "representative_pr_number": 45975,
7373
- "average_similarity": 0.353,
7374
- "summary": "2 open PRs share weighted file overlap around `src/transformers/cli/serving/model_manager.py`, `src/transformers/cli/serve.py`; representative PR #45975.",
7375
- "shared_filenames": [
7376
- "src/transformers/cli/serving/model_manager.py",
7377
- "src/transformers/cli/serve.py"
7378
- ],
7379
- "shared_directories": [
7380
- "src/transformers/cli/serving",
7381
- "src/transformers/cli",
7382
- "src/transformers",
7383
- "src"
7384
- ],
7385
- "pairwise": [
7386
- {
7387
- "left_pr_number": 45975,
7388
- "right_pr_number": 46792,
7389
- "similarity": 0.353,
7390
- "content_similarity": 0.256,
7391
- "size_similarity": 0.444,
7392
- "breadth_similarity": 0.75,
7393
- "concentration_similarity": 0.647,
7394
- "shared_filenames": [
7395
- "src/transformers/cli/serve.py",
7396
- "src/transformers/cli/serving/model_manager.py"
7397
- ],
7398
- "shared_directories": [
7399
- "src/transformers/cli/serving",
7400
- "src/transformers/cli",
7401
- "src/transformers",
7402
- "src"
7403
- ]
7404
- }
7405
- ]
7406
  }
7407
  ]
7408
  }
 
1
  {
2
  "repo": "huggingface/transformers",
3
+ "snapshot_id": "20260715T060030Z",
4
+ "generated_at": "2026-07-15T06:01:16Z",
5
+ "cluster_count": 80,
6
  "pr_scope_clusters": [
7
  {
8
  "cluster_id": "pr-scope-43636-10",
 
49
  "left_pr_number": 43663,
50
  "right_pr_number": 45067,
51
  "similarity": 0.631,
52
+ "content_similarity": 0.473,
53
  "size_similarity": 1.0,
54
  "breadth_similarity": 1.0,
55
  "concentration_similarity": 1.0,
 
321
  "left_pr_number": 43651,
322
  "right_pr_number": 44123,
323
  "similarity": 0.425,
324
+ "content_similarity": 0.322,
325
  "size_similarity": 0.327,
326
  "breadth_similarity": 1.0,
327
  "concentration_similarity": 1.0,
 
336
  {
337
  "left_pr_number": 43651,
338
  "right_pr_number": 44660,
339
+ "similarity": 0.422,
340
  "content_similarity": 0.318,
341
  "size_similarity": 0.333,
342
  "breadth_similarity": 1.0,
 
592
  {
593
  "left_pr_number": 43651,
594
  "right_pr_number": 45055,
595
+ "similarity": 0.367,
596
  "content_similarity": 0.275,
597
  "size_similarity": 0.167,
598
  "breadth_similarity": 1.0,
 
978
  "left_pr_number": 46504,
979
  "right_pr_number": 46563,
980
  "similarity": 0.34,
981
+ "content_similarity": 0.128,
982
  "size_similarity": 0.667,
983
  "breadth_similarity": 1.0,
984
  "concentration_similarity": 1.0,
 
1983
  ]
1984
  },
1985
  {
1986
+ "cluster_id": "pr-scope-44974-5",
1987
  "pr_numbers": [
1988
+ 44974,
1989
+ 45421,
1990
+ 45635,
1991
+ 45996,
1992
+ 47257
 
1993
  ],
1994
+ "representative_pr_number": 45635,
1995
+ "average_similarity": 0.507,
1996
+ "summary": "5 open PRs share weighted file overlap around `src/transformers/core_model_loading.py`, `tests/utils/test_core_model_loading.py`, `tests/test_modeling_common.py`; representative PR #45635.",
1997
  "shared_filenames": [
1998
+ "src/transformers/core_model_loading.py",
1999
+ "tests/utils/test_core_model_loading.py",
2000
+ "tests/test_modeling_common.py"
2001
  ],
2002
  "shared_directories": [
 
2003
  "src/transformers",
2004
+ "tests",
2005
+ "src",
2006
+ "tests/utils",
2007
+ "src/transformers/integrations"
2008
  ],
2009
  "pairwise": [
2010
  {
2011
+ "left_pr_number": 44974,
2012
+ "right_pr_number": 45635,
2013
+ "similarity": 0.718,
2014
+ "content_similarity": 0.719,
2015
+ "size_similarity": 0.59,
2016
+ "breadth_similarity": 0.8,
2017
+ "concentration_similarity": 0.929,
2018
  "shared_filenames": [
2019
+ "src/transformers/core_model_loading.py",
2020
+ "tests/utils/test_core_model_loading.py"
2021
  ],
2022
  "shared_directories": [
 
2023
  "src/transformers",
2024
+ "tests/utils",
2025
+ "src",
2026
+ "tests"
2027
  ]
2028
  },
2029
  {
2030
+ "left_pr_number": 45635,
2031
+ "right_pr_number": 45996,
2032
+ "similarity": 0.652,
2033
+ "content_similarity": 0.599,
2034
+ "size_similarity": 0.714,
2035
+ "breadth_similarity": 0.875,
2036
+ "concentration_similarity": 0.758,
2037
  "shared_filenames": [
2038
+ "src/transformers/core_model_loading.py",
2039
+ "tests/utils/test_core_model_loading.py"
2040
  ],
2041
  "shared_directories": [
 
2042
  "src/transformers",
2043
+ "tests/utils",
2044
+ "src",
2045
+ "tests"
2046
  ]
2047
  },
2048
  {
2049
+ "left_pr_number": 44974,
2050
+ "right_pr_number": 45996,
2051
+ "similarity": 0.582,
2052
+ "content_similarity": 0.553,
2053
+ "size_similarity": 0.422,
2054
+ "breadth_similarity": 0.9,
2055
+ "concentration_similarity": 0.829,
2056
  "shared_filenames": [
2057
+ "src/transformers/core_model_loading.py",
2058
+ "tests/utils/test_core_model_loading.py"
2059
  ],
2060
  "shared_directories": [
2061
+ "src/transformers/integrations",
2062
  "src/transformers",
2063
+ "tests/utils",
2064
+ "src",
2065
+ "tests"
2066
  ]
2067
  },
2068
  {
2069
+ "left_pr_number": 45996,
2070
+ "right_pr_number": 47257,
2071
+ "similarity": 0.578,
2072
+ "content_similarity": 0.584,
2073
+ "size_similarity": 0.419,
2074
+ "breadth_similarity": 0.583,
2075
+ "concentration_similarity": 0.972,
2076
  "shared_filenames": [
2077
+ "src/transformers/core_model_loading.py",
2078
+ "tests/utils/test_core_model_loading.py"
2079
  ],
2080
  "shared_directories": [
 
2081
  "src/transformers",
2082
+ "tests/utils",
2083
+ "src",
2084
+ "tests"
2085
  ]
2086
  },
2087
  {
2088
+ "left_pr_number": 45635,
2089
+ "right_pr_number": 47257,
2090
+ "similarity": 0.544,
2091
+ "content_similarity": 0.566,
2092
+ "size_similarity": 0.299,
2093
  "breadth_similarity": 0.667,
2094
+ "concentration_similarity": 0.73,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2095
  "shared_filenames": [
2096
+ "src/transformers/core_model_loading.py",
2097
+ "tests/utils/test_core_model_loading.py"
2098
  ],
2099
  "shared_directories": [
 
2100
  "src/transformers",
2101
+ "tests/utils",
2102
+ "src",
2103
+ "tests"
2104
  ]
2105
  },
2106
  {
2107
+ "left_pr_number": 44974,
2108
+ "right_pr_number": 47257,
2109
+ "similarity": 0.508,
2110
+ "content_similarity": 0.555,
2111
+ "size_similarity": 0.176,
2112
+ "breadth_similarity": 0.533,
2113
+ "concentration_similarity": 0.801,
2114
  "shared_filenames": [
2115
+ "src/transformers/core_model_loading.py",
2116
+ "tests/utils/test_core_model_loading.py"
2117
  ],
2118
  "shared_directories": [
 
2119
  "src/transformers",
2120
+ "tests/utils",
2121
+ "src",
2122
+ "tests"
2123
  ]
2124
  },
2125
  {
2126
+ "left_pr_number": 45421,
2127
+ "right_pr_number": 45635,
2128
+ "similarity": 0.464,
2129
+ "content_similarity": 0.377,
2130
+ "size_similarity": 0.803,
2131
+ "breadth_similarity": 0.5,
2132
+ "concentration_similarity": 0.586,
2133
  "shared_filenames": [
2134
+ "src/transformers/core_model_loading.py",
2135
+ "tests/test_modeling_common.py"
2136
  ],
2137
  "shared_directories": [
 
2138
  "src/transformers",
2139
+ "src",
2140
+ "tests"
2141
  ]
2142
  },
2143
  {
2144
+ "left_pr_number": 44974,
2145
+ "right_pr_number": 45421,
2146
+ "similarity": 0.42,
2147
+ "content_similarity": 0.301,
2148
+ "size_similarity": 0.735,
2149
  "breadth_similarity": 0.667,
2150
+ "concentration_similarity": 0.657,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2151
  "shared_filenames": [
2152
+ "src/transformers/core_model_loading.py"
2153
  ],
2154
  "shared_directories": [
 
2155
  "src/transformers",
2156
+ "src",
2157
+ "tests"
2158
  ]
2159
  },
2160
  {
2161
+ "left_pr_number": 45421,
2162
+ "right_pr_number": 45996,
2163
+ "similarity": 0.32,
2164
+ "content_similarity": 0.192,
2165
+ "size_similarity": 0.573,
2166
+ "breadth_similarity": 0.583,
2167
+ "concentration_similarity": 0.828,
2168
  "shared_filenames": [
2169
+ "src/transformers/core_model_loading.py"
2170
  ],
2171
  "shared_directories": [
 
2172
  "src/transformers",
2173
+ "src",
2174
+ "tests"
2175
  ]
2176
  },
2177
  {
2178
+ "left_pr_number": 45421,
2179
+ "right_pr_number": 47257,
2180
+ "similarity": 0.28,
2181
+ "content_similarity": 0.24,
2182
+ "size_similarity": 0.24,
2183
  "breadth_similarity": 0.333,
2184
+ "concentration_similarity": 0.856,
2185
  "shared_filenames": [
2186
+ "src/transformers/core_model_loading.py"
2187
  ],
2188
  "shared_directories": [
 
2189
  "src/transformers",
2190
+ "src",
2191
+ "tests"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2192
  ]
2193
  }
2194
  ]
 
2468
  "left_pr_number": 44872,
2469
  "right_pr_number": 45985,
2470
  "similarity": 0.454,
2471
+ "content_similarity": 0.391,
2472
  "size_similarity": 0.2,
2473
  "breadth_similarity": 1.0,
2474
  "concentration_similarity": 1.0,
2475
  "shared_filenames": [
2476
+ "src/transformers/generation/utils.py"
2477
+ ],
2478
+ "shared_directories": [
2479
+ "src/transformers/generation",
2480
+ "src/transformers",
2481
+ "src"
2482
+ ]
2483
+ },
2484
+ {
2485
+ "left_pr_number": 45985,
2486
+ "right_pr_number": 47310,
2487
+ "similarity": 0.452,
2488
+ "content_similarity": 0.388,
2489
+ "size_similarity": 0.2,
2490
+ "breadth_similarity": 1.0,
2491
+ "concentration_similarity": 1.0,
2492
+ "shared_filenames": [
2493
+ "src/transformers/generation/utils.py"
2494
+ ],
2495
+ "shared_directories": [
2496
+ "src/transformers/generation",
2497
+ "src/transformers",
2498
+ "src"
2499
+ ]
2500
+ },
2501
+ {
2502
+ "left_pr_number": 34667,
2503
+ "right_pr_number": 44872,
2504
+ "similarity": 0.427,
2505
+ "content_similarity": 0.337,
2506
+ "size_similarity": 0.273,
2507
+ "breadth_similarity": 1.0,
2508
+ "concentration_similarity": 1.0,
2509
+ "shared_filenames": [
2510
+ "src/transformers/generation/utils.py"
2511
+ ],
2512
+ "shared_directories": [
2513
+ "src/transformers/generation",
2514
+ "src/transformers",
2515
+ "src"
2516
+ ]
2517
+ },
2518
+ {
2519
+ "left_pr_number": 34667,
2520
+ "right_pr_number": 47310,
2521
+ "similarity": 0.425,
2522
+ "content_similarity": 0.334,
2523
+ "size_similarity": 0.273,
2524
+ "breadth_similarity": 1.0,
2525
+ "concentration_similarity": 1.0,
2526
+ "shared_filenames": [
2527
+ "src/transformers/generation/utils.py"
2528
+ ],
2529
+ "shared_directories": [
2530
+ "src/transformers/generation",
2531
+ "src/transformers",
2532
+ "src"
2533
+ ]
2534
+ },
2535
+ {
2536
+ "left_pr_number": 39683,
2537
+ "right_pr_number": 44872,
2538
+ "similarity": 0.421,
2539
+ "content_similarity": 0.359,
2540
+ "size_similarity": 0.13,
2541
+ "breadth_similarity": 1.0,
2542
+ "concentration_similarity": 1.0,
2543
+ "shared_filenames": [
2544
+ "src/transformers/generation/utils.py"
2545
+ ],
2546
+ "shared_directories": [
2547
+ "src/transformers/generation",
2548
+ "src/transformers",
2549
+ "src"
2550
+ ]
2551
+ },
2552
+ {
2553
+ "left_pr_number": 39683,
2554
+ "right_pr_number": 47310,
2555
+ "similarity": 0.419,
2556
+ "content_similarity": 0.356,
2557
+ "size_similarity": 0.13,
2558
+ "breadth_similarity": 1.0,
2559
+ "concentration_similarity": 1.0,
2560
+ "shared_filenames": [
2561
+ "src/transformers/generation/utils.py"
2562
+ ],
2563
+ "shared_directories": [
2564
+ "src/transformers/generation",
2565
+ "src/transformers",
2566
+ "src"
2567
+ ]
2568
+ }
2569
+ ]
2570
+ },
2571
+ {
2572
+ "cluster_id": "pr-scope-44385-5",
2573
+ "pr_numbers": [
2574
+ 44385,
2575
+ 44615,
2576
+ 46152,
2577
+ 46995,
2578
+ 47222
2579
+ ],
2580
+ "representative_pr_number": 44615,
2581
+ "average_similarity": 0.416,
2582
+ "summary": "5 open PRs share weighted file overlap around `src/transformers/utils/import_utils.py`; representative PR #44615.",
2583
+ "shared_filenames": [
2584
+ "src/transformers/utils/import_utils.py"
2585
+ ],
2586
+ "shared_directories": [
2587
+ "src/transformers/utils",
2588
+ "src/transformers",
2589
+ "src"
2590
+ ],
2591
+ "pairwise": [
2592
+ {
2593
+ "left_pr_number": 44615,
2594
+ "right_pr_number": 46152,
2595
+ "similarity": 0.612,
2596
+ "content_similarity": 0.535,
2597
+ "size_similarity": 0.583,
2598
+ "breadth_similarity": 1.0,
2599
+ "concentration_similarity": 1.0,
2600
+ "shared_filenames": [
2601
+ "src/transformers/utils/import_utils.py"
2602
+ ],
2603
+ "shared_directories": [
2604
+ "src/transformers/utils",
2605
+ "src/transformers",
2606
+ "src"
2607
+ ]
2608
+ },
2609
+ {
2610
+ "left_pr_number": 44615,
2611
+ "right_pr_number": 46995,
2612
+ "similarity": 0.476,
2613
+ "content_similarity": 0.417,
2614
+ "size_similarity": 0.229,
2615
+ "breadth_similarity": 1.0,
2616
+ "concentration_similarity": 1.0,
2617
+ "shared_filenames": [
2618
+ "src/transformers/utils/import_utils.py"
2619
+ ],
2620
+ "shared_directories": [
2621
+ "src/transformers/utils",
2622
+ "src/transformers",
2623
+ "src"
2624
+ ]
2625
+ },
2626
+ {
2627
+ "left_pr_number": 46152,
2628
+ "right_pr_number": 46995,
2629
+ "similarity": 0.472,
2630
+ "content_similarity": 0.431,
2631
+ "size_similarity": 0.133,
2632
+ "breadth_similarity": 1.0,
2633
+ "concentration_similarity": 1.0,
2634
+ "shared_filenames": [
2635
+ "src/transformers/utils/import_utils.py"
2636
+ ],
2637
+ "shared_directories": [
2638
+ "src/transformers/utils",
2639
+ "src/transformers",
2640
+ "src"
2641
+ ]
2642
+ },
2643
+ {
2644
+ "left_pr_number": 44385,
2645
+ "right_pr_number": 46995,
2646
+ "similarity": 0.425,
2647
+ "content_similarity": 0.308,
2648
+ "size_similarity": 0.615,
2649
+ "breadth_similarity": 0.667,
2650
+ "concentration_similarity": 1.0,
2651
+ "shared_filenames": [
2652
+ "src/transformers/utils/import_utils.py"
2653
+ ],
2654
+ "shared_directories": [
2655
+ "src/transformers/utils",
2656
+ "src/transformers",
2657
+ "src"
2658
+ ]
2659
+ },
2660
+ {
2661
+ "left_pr_number": 44615,
2662
+ "right_pr_number": 47222,
2663
+ "similarity": 0.41,
2664
+ "content_similarity": 0.283,
2665
+ "size_similarity": 0.857,
2666
+ "breadth_similarity": 0.5,
2667
+ "concentration_similarity": 0.667,
2668
+ "shared_filenames": [
2669
+ "src/transformers/utils/import_utils.py"
2670
  ],
2671
  "shared_directories": [
2672
+ "src/transformers/utils",
2673
  "src/transformers",
2674
  "src"
2675
  ]
2676
  },
2677
  {
2678
+ "left_pr_number": 44385,
2679
+ "right_pr_number": 44615,
2680
+ "similarity": 0.402,
2681
+ "content_similarity": 0.328,
2682
+ "size_similarity": 0.371,
2683
+ "breadth_similarity": 0.667,
2684
  "concentration_similarity": 1.0,
2685
  "shared_filenames": [
2686
+ "src/transformers/utils/import_utils.py"
2687
  ],
2688
  "shared_directories": [
2689
+ "src/transformers/utils",
2690
  "src/transformers",
2691
  "src"
2692
  ]
2693
  },
2694
  {
2695
+ "left_pr_number": 44385,
2696
+ "right_pr_number": 46152,
2697
+ "similarity": 0.386,
2698
+ "content_similarity": 0.339,
2699
+ "size_similarity": 0.217,
2700
+ "breadth_similarity": 0.667,
2701
  "concentration_similarity": 1.0,
2702
  "shared_filenames": [
2703
+ "src/transformers/utils/import_utils.py"
2704
  ],
2705
  "shared_directories": [
2706
+ "src/transformers/utils",
2707
  "src/transformers",
2708
  "src"
2709
  ]
2710
  },
2711
  {
2712
+ "left_pr_number": 46152,
2713
+ "right_pr_number": 47222,
2714
+ "similarity": 0.363,
2715
+ "content_similarity": 0.293,
2716
+ "size_similarity": 0.5,
2717
+ "breadth_similarity": 0.5,
2718
+ "concentration_similarity": 0.667,
2719
  "shared_filenames": [
2720
+ "src/transformers/utils/import_utils.py"
2721
  ],
2722
  "shared_directories": [
2723
+ "src/transformers/utils",
2724
  "src/transformers",
2725
  "src"
2726
  ]
2727
  },
2728
  {
2729
+ "left_pr_number": 46995,
2730
+ "right_pr_number": 47222,
2731
+ "similarity": 0.31,
2732
+ "content_similarity": 0.266,
2733
+ "size_similarity": 0.267,
2734
+ "breadth_similarity": 0.5,
2735
+ "concentration_similarity": 0.667,
2736
  "shared_filenames": [
2737
+ "src/transformers/utils/import_utils.py"
2738
  ],
2739
  "shared_directories": [
2740
+ "src/transformers/utils",
2741
  "src/transformers",
2742
  "src"
2743
  ]
2744
  },
2745
  {
2746
+ "left_pr_number": 44385,
2747
+ "right_pr_number": 47222,
2748
+ "similarity": 0.303,
2749
+ "content_similarity": 0.209,
2750
+ "size_similarity": 0.433,
2751
+ "breadth_similarity": 0.583,
2752
+ "concentration_similarity": 0.667,
2753
  "shared_filenames": [
2754
+ "src/transformers/utils/import_utils.py"
2755
  ],
2756
  "shared_directories": [
2757
+ "src/transformers/utils",
2758
  "src/transformers",
2759
  "src"
2760
  ]
 
2907
  {
2908
  "left_pr_number": 42975,
2909
  "right_pr_number": 42976,
2910
+ "similarity": 0.396,
2911
  "content_similarity": 0.387,
2912
  "size_similarity": 0.101,
2913
  "breadth_similarity": 0.606,
 
2950
  {
2951
  "left_pr_number": 41441,
2952
  "right_pr_number": 43469,
2953
+ "similarity": 0.665,
2954
  "content_similarity": 0.749,
2955
  "size_similarity": 0.35,
2956
  "breadth_similarity": 0.5,
 
3077
  {
3078
  "left_pr_number": 45294,
3079
  "right_pr_number": 45438,
3080
+ "similarity": 0.751,
3081
  "content_similarity": 0.769,
3082
  "size_similarity": 0.42,
3083
  "breadth_similarity": 1.0,
 
3125
  "left_pr_number": 45438,
3126
  "right_pr_number": 45883,
3127
  "similarity": 0.54,
3128
+ "content_similarity": 0.575,
3129
  "size_similarity": 0.392,
3130
  "breadth_similarity": 0.325,
3131
  "concentration_similarity": 0.92,
 
3144
  "left_pr_number": 45438,
3145
  "right_pr_number": 46642,
3146
  "similarity": 0.401,
3147
+ "content_similarity": 0.316,
3148
  "size_similarity": 0.654,
3149
  "breadth_similarity": 0.561,
3150
  "concentration_similarity": 0.499,
 
3164
  {
3165
  "left_pr_number": 45294,
3166
  "right_pr_number": 46642,
3167
+ "similarity": 0.342,
3168
  "content_similarity": 0.314,
3169
  "size_similarity": 0.275,
3170
  "breadth_similarity": 0.561,
 
3185
  {
3186
  "left_pr_number": 45883,
3187
  "right_pr_number": 46642,
3188
+ "similarity": 0.302,
3189
  "content_similarity": 0.322,
3190
  "size_similarity": 0.256,
3191
  "breadth_similarity": 0.174,
 
3309
  {
3310
  "left_pr_number": 46580,
3311
  "right_pr_number": 47017,
3312
+ "similarity": 0.429,
3313
  "content_similarity": 0.453,
3314
  "size_similarity": 0.237,
3315
  "breadth_similarity": 0.5,
 
3363
  {
3364
  "left_pr_number": 43656,
3365
  "right_pr_number": 43842,
3366
+ "similarity": 0.57,
3367
  "content_similarity": 0.553,
3368
  "size_similarity": 0.222,
3369
  "breadth_similarity": 1.0,
 
3533
  "left_pr_number": 33686,
3534
  "right_pr_number": 44407,
3535
  "similarity": 0.355,
3536
+ "content_similarity": 0.087,
3537
  "size_similarity": 0.957,
3538
  "breadth_similarity": 1.0,
3539
  "concentration_similarity": 1.0,
 
4170
  }
4171
  ]
4172
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4173
  {
4174
  "cluster_id": "pr-scope-43997-3",
4175
  "pr_numbers": [
 
4531
  47165
4532
  ],
4533
  "representative_pr_number": 46269,
4534
+ "average_similarity": 0.453,
4535
  "summary": "3 open PRs share weighted file overlap around `src/transformers/models/apertus/configuration_apertus.py`, `src/transformers/models/apertus/modular_apertus.py`, `src/transformers/models/cohere/configuration_cohere.py`; representative PR #46269.",
4536
  "shared_filenames": [
4537
  "src/transformers/models/apertus/configuration_apertus.py",
 
5080
  "left_pr_number": 45851,
5081
  "right_pr_number": 46357,
5082
  "similarity": 0.345,
5083
+ "content_similarity": 0.115,
5084
  "size_similarity": 0.761,
5085
  "breadth_similarity": 1.0,
5086
  "concentration_similarity": 1.0,
 
5544
  }
5545
  ]
5546
  },
5547
+ {
5548
+ "cluster_id": "pr-scope-45606-2",
5549
+ "pr_numbers": [
5550
+ 45606,
5551
+ 45607
5552
+ ],
5553
+ "representative_pr_number": 45606,
5554
+ "average_similarity": 0.775,
5555
+ "summary": "2 open PRs share weighted file overlap around `tests/models/gemma4/test_modeling_gemma4.py`; representative PR #45606.",
5556
+ "shared_filenames": [
5557
+ "tests/models/gemma4/test_modeling_gemma4.py"
5558
+ ],
5559
+ "shared_directories": [
5560
+ "tests/models/gemma4",
5561
+ "tests/models",
5562
+ "tests"
5563
+ ],
5564
+ "pairwise": [
5565
+ {
5566
+ "left_pr_number": 45606,
5567
+ "right_pr_number": 45607,
5568
+ "similarity": 0.775,
5569
+ "content_similarity": 0.825,
5570
+ "size_similarity": 0.778,
5571
+ "breadth_similarity": 0.417,
5572
+ "concentration_similarity": 0.778,
5573
+ "shared_filenames": [
5574
+ "tests/models/gemma4/test_modeling_gemma4.py"
5575
+ ],
5576
+ "shared_directories": [
5577
+ "tests/models/gemma4",
5578
+ "tests/models",
5579
+ "tests"
5580
+ ]
5581
+ }
5582
+ ]
5583
+ },
5584
  {
5585
  "cluster_id": "pr-scope-42824-2",
5586
  "pr_numbers": [
 
5605
  "left_pr_number": 42824,
5606
  "right_pr_number": 46461,
5607
  "similarity": 0.717,
5608
+ "content_similarity": 0.747,
5609
  "size_similarity": 0.652,
5610
  "breadth_similarity": 0.5,
5611
  "concentration_similarity": 0.928,
 
5785
  "left_pr_number": 43085,
5786
  "right_pr_number": 47271,
5787
  "similarity": 0.648,
5788
+ "content_similarity": 0.617,
5789
  "size_similarity": 0.693,
5790
  "breadth_similarity": 0.667,
5791
  "concentration_similarity": 0.916,
 
5915
  47153
5916
  ],
5917
  "representative_pr_number": 46735,
5918
+ "average_similarity": 0.607,
5919
  "summary": "2 open PRs share weighted file overlap around `tests/generation/test_utils.py`, `src/transformers/generation/utils.py`; representative PR #46735.",
5920
  "shared_filenames": [
5921
  "tests/generation/test_utils.py",
 
5932
  {
5933
  "left_pr_number": 46735,
5934
  "right_pr_number": 47153,
5935
+ "similarity": 0.607,
5936
+ "content_similarity": 0.506,
5937
  "size_similarity": 0.717,
5938
  "breadth_similarity": 1.0,
5939
  "concentration_similarity": 0.899,
 
6332
  "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py"
6333
  ],
6334
  "shared_directories": [
6335
+ "src/transformers/models/diffusion_gemma",
6336
+ "tests/models/diffusion_gemma",
6337
+ "src/transformers/models",
6338
+ "tests/models",
6339
+ "src/transformers",
6340
+ "tests",
6341
+ "src"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6342
  ],
6343
  "pairwise": [
6344
  {
6345
+ "left_pr_number": 46572,
6346
+ "right_pr_number": 47295,
6347
+ "similarity": 0.484,
6348
+ "content_similarity": 0.478,
6349
+ "size_similarity": 0.35,
6350
+ "breadth_similarity": 0.708,
6351
+ "concentration_similarity": 0.535,
6352
  "shared_filenames": [
6353
+ "src/transformers/models/diffusion_gemma/modeling_diffusion_gemma.py",
6354
+ "src/transformers/models/diffusion_gemma/modular_diffusion_gemma.py",
6355
+ "tests/models/diffusion_gemma/test_modeling_diffusion_gemma.py"
 
 
 
 
 
 
 
6356
  ],
6357
  "shared_directories": [
6358
+ "src/transformers/models/diffusion_gemma",
6359
+ "src/transformers/models",
6360
+ "tests/models/diffusion_gemma",
6361
+ "src/transformers",
6362
+ "tests/models",
6363
+ "src",
6364
+ "tests"
 
 
 
6365
  ]
6366
  }
6367
  ]
 
6840
  ]
6841
  },
6842
  {
6843
+ "cluster_id": "pr-scope-46957-2",
6844
  "pr_numbers": [
6845
+ 46957,
6846
+ 47323
6847
  ],
6848
+ "representative_pr_number": 46957,
6849
+ "average_similarity": 0.426,
6850
+ "summary": "2 open PRs share weighted file overlap around `src/transformers/integrations/deepgemm.py`, `src/transformers/quantizers/quantizer_finegrained_fp8.py`, `src/transformers/integrations/finegrained_fp8.py`; representative PR #46957.",
6851
  "shared_filenames": [
6852
+ "src/transformers/integrations/deepgemm.py",
6853
+ "src/transformers/quantizers/quantizer_finegrained_fp8.py",
6854
+ "src/transformers/integrations/finegrained_fp8.py",
6855
+ "src/transformers/integrations/sonicmoe.py"
6856
  ],
6857
  "shared_directories": [
6858
+ "src/transformers/quantizers",
6859
+ "src/transformers/integrations",
6860
+ "src/transformers",
6861
+ "src"
6862
  ],
6863
  "pairwise": [
6864
  {
6865
+ "left_pr_number": 46957,
6866
+ "right_pr_number": 47323,
6867
+ "similarity": 0.426,
6868
+ "content_similarity": 0.346,
6869
+ "size_similarity": 0.666,
6870
+ "breadth_similarity": 0.389,
6871
+ "concentration_similarity": 0.904,
6872
  "shared_filenames": [
6873
+ "src/transformers/integrations/deepgemm.py",
6874
+ "src/transformers/integrations/finegrained_fp8.py",
6875
+ "src/transformers/integrations/sonicmoe.py",
6876
+ "src/transformers/quantizers/quantizer_finegrained_fp8.py"
6877
  ],
6878
  "shared_directories": [
6879
+ "src/transformers/integrations",
6880
+ "src/transformers/quantizers",
6881
+ "src/transformers",
6882
+ "src"
6883
+ ]
6884
+ }
6885
+ ]
6886
+ },
6887
+ {
6888
+ "cluster_id": "pr-scope-44973-2",
6889
+ "pr_numbers": [
6890
+ 44973,
6891
+ 47170
6892
+ ],
6893
+ "representative_pr_number": 44973,
6894
+ "average_similarity": 0.423,
6895
+ "summary": "2 open PRs share weighted file overlap around `src/transformers/models/glm4v/modeling_glm4v.py`, `src/transformers/models/glm_image/modeling_glm_image.py`, `src/transformers/models/glm_ocr/modeling_glm_ocr.py`; representative PR #44973.",
6896
+ "shared_filenames": [
6897
+ "src/transformers/models/glm4v/modeling_glm4v.py",
6898
+ "src/transformers/models/glm_image/modeling_glm_image.py",
6899
+ "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
6900
+ "src/transformers/models/glm_ocr/modular_glm_ocr.py",
6901
+ "src/transformers/models/qwen3_vl/modeling_qwen3_vl.py",
6902
+ "src/transformers/models/video_llama_3/modeling_video_llama_3.py",
6903
+ "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
6904
+ "src/transformers/models/qwen2_5_vl/modeling_qwen2_5_vl.py"
6905
+ ],
6906
+ "shared_directories": [
6907
+ "src/transformers/models/glm_ocr",
6908
+ "src/transformers/models/video_llama_3",
6909
+ "src/transformers/models/glm_image",
6910
+ "src/transformers/models/qwen3_vl",
6911
+ "src/transformers/models/glm4v_moe",
6912
+ "src/transformers/models/qwen3_5_moe",
6913
+ "src/transformers/models/ernie4_5_vl_moe",
6914
+ "src/transformers/models/glm4v"
6915
+ ],
6916
+ "pairwise": [
6917
+ {
6918
+ "left_pr_number": 44973,
6919
+ "right_pr_number": 47170,
6920
+ "similarity": 0.423,
6921
+ "content_similarity": 0.44,
6922
+ "size_similarity": 0.072,
6923
+ "breadth_similarity": 0.57,
6924
+ "concentration_similarity": 0.938,
6925
+ "shared_filenames": [
6926
+ "src/transformers/models/ernie4_5_vl_moe/modeling_ernie4_5_vl_moe.py",
6927
+ "src/transformers/models/glm4v/modeling_glm4v.py",
6928
+ "src/transformers/models/glm4v_moe/modeling_glm4v_moe.py",
6929
+ "src/transformers/models/glm_image/modeling_glm_image.py",
6930
+ "src/transformers/models/glm_image/modular_glm_image.py",
6931
+ "src/transformers/models/glm_ocr/modeling_glm_ocr.py",
6932
+ "src/transformers/models/glm_ocr/modular_glm_ocr.py",
6933
+ "src/transformers/models/paddleocr_vl/modeling_paddleocr_vl.py",
6934
+ "src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py",
6935
+ "src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py"
6936
+ ],
6937
+ "shared_directories": [
6938
+ "src/transformers/models/ernie4_5_vl_moe",
6939
+ "src/transformers/models/glm4v",
6940
+ "src/transformers/models/glm4v_moe",
6941
+ "src/transformers/models/glm_image",
6942
+ "src/transformers/models/glm_ocr",
6943
+ "src/transformers/models/paddleocr_vl",
6944
+ "src/transformers/models/qwen2_5_omni",
6945
+ "src/transformers/models/qwen2_5_vl",
6946
+ "src/transformers/models/qwen2_vl",
6947
+ "src/transformers/models/qwen3_5"
6948
  ]
6949
  }
6950
  ]
 
7014
  }
7015
  ]
7016
  },
7017
+ {
7018
+ "cluster_id": "pr-scope-44369-2",
7019
+ "pr_numbers": [
7020
+ 44369,
7021
+ 45114
7022
+ ],
7023
+ "representative_pr_number": 44369,
7024
+ "average_similarity": 0.401,
7025
+ "summary": "2 open PRs share weighted file overlap around `docs/source/en/tasks/zero_shot_object_detection.md`; representative PR #44369.",
7026
+ "shared_filenames": [
7027
+ "docs/source/en/tasks/zero_shot_object_detection.md"
7028
+ ],
7029
+ "shared_directories": [
7030
+ "docs/source/en/tasks",
7031
+ "docs/source/en",
7032
+ "docs/source",
7033
+ "docs"
7034
+ ],
7035
+ "pairwise": [
7036
+ {
7037
+ "left_pr_number": 44369,
7038
+ "right_pr_number": 45114,
7039
+ "similarity": 0.401,
7040
+ "content_similarity": 0.246,
7041
+ "size_similarity": 0.808,
7042
+ "breadth_similarity": 0.625,
7043
+ "concentration_similarity": 0.919,
7044
+ "shared_filenames": [
7045
+ "docs/source/en/tasks/zero_shot_object_detection.md"
7046
+ ],
7047
+ "shared_directories": [
7048
+ "docs/source/en/tasks",
7049
+ "docs/source/en",
7050
+ "docs/source",
7051
+ "docs"
7052
+ ]
7053
+ }
7054
+ ]
7055
+ },
7056
  {
7057
  "cluster_id": "pr-scope-44606-2",
7058
  "pr_numbers": [
 
7176
  }
7177
  ]
7178
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7179
  {
7180
  "cluster_id": "pr-scope-46501-2",
7181
  "pr_numbers": [
 
7243
  ]
7244
  }
7245
  ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7246
  }
7247
  ]
7248
  }
pr_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a91f14957579fcc4ba2307a2912d7d40f64a849525d9cab839e53b27a505808c
3
- size 2558943
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:703d4955b2d5dd5cad4ca1d4262d93139fd3fe6fab973430e4594de4dd764b1b
3
+ size 2562095
pr_diffs.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:abd20ed52dd60a9f406ab4ffa5df6a62d6c8566fee9f31091f2e7ac60b5aed7e
3
- size 44230736
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:afbf9787b8bdd7b2438fc7e3348a70ce3586f4380931b5dd6fb9a7f766770d90
3
+ size 44257593
pr_files.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2e81fca72aec597bcddbef73e8afa9e577aaf4b17087e23390dd08b8c3d45681
3
- size 57519641
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:06b5aade6bf7d9780133d7d6820c753b8b3d9c75dad6e6544e0c1fbe69870fe8
3
+ size 57536497
pull_requests.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:979ac313979ed5025d16edf0e4f723fa7a309b93c53d76803d5d3c284c8bfe77
3
- size 3059801
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d0e0510ba740499c1abc7285d7b7edba011ce147192b73985670193d2e38860
3
+ size 3061857
review_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:45746084bd0c5ca5ce5fdc40a2149f4d0815553c419f8bc149425b64d5e04a34
3
- size 3488036
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cbc8901e65c12dad111afabb3c5eb8ec42a46370152f39d1f8b62676d67a6252
3
+ size 3490758
reviews.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:dd7cb05d04f9a01cb36d17f57637d705af95d6c5693662adf32e4d5e0ab88dce
3
- size 1097948
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:71d06eb27250a2c23d38b1bb883bce1096a26e60e4f77555a54a62401998def5
3
+ size 1098890
snapshots/20260715T060030Z/manifest.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "artifacts": {
3
+ "archived_pr_scope_clusters_json": "snapshots/20260715T060030Z/pr-scope-clusters.json",
4
+ "new_contributors_json": "new-contributors-report.json",
5
+ "new_contributors_markdown": "new-contributors-report.md",
6
+ "new_contributors_parquet": "new_contributors.parquet",
7
+ "pr_scope_clusters_json": "pr-scope-clusters.json"
8
+ },
9
+ "counts": {
10
+ "comments": 17681,
11
+ "issues": 1002,
12
+ "links": 6457,
13
+ "new_contributors": 369,
14
+ "pr_diffs": 3403,
15
+ "pr_files": 41178,
16
+ "pull_requests": 3403,
17
+ "review_comments": 20450,
18
+ "reviews": 11933,
19
+ "timeline_events": 66342
20
+ },
21
+ "crawl_started_at": "2026-07-15T06:00:30Z",
22
+ "delta_counts": {
23
+ "comments": 22,
24
+ "issue_stubs": 16,
25
+ "issues": 3,
26
+ "links": 17,
27
+ "pr_diffs": 13,
28
+ "pr_files": 101,
29
+ "pull_requests": 13,
30
+ "review_comments": 72,
31
+ "reviews": 53,
32
+ "timeline_events": 252
33
+ },
34
+ "extracted_at": "2026-07-15T06:00:30Z",
35
+ "repo": "huggingface/transformers",
36
+ "snapshot_id": "20260715T060030Z",
37
+ "watermark": {
38
+ "effective_since": "2026-07-15T00:00:48Z",
39
+ "next_since": "2026-07-15T06:00:30Z"
40
+ }
41
+ }
snapshots/20260715T060030Z/pr-scope-clusters.json ADDED
The diff for this file is too large to render. See raw diff
 
snapshots/latest.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "archived_manifest_path": "snapshots/20260715T000048Z/manifest.json",
3
- "latest_snapshot_id": "20260715T000048Z",
4
  "manifest_path": "manifest.json",
5
- "next_since": "2026-07-15T00:00:48Z",
6
  "repo": "huggingface/transformers",
7
- "snapshot_dir": "snapshots/20260715T000048Z"
8
  }
 
1
  {
2
+ "archived_manifest_path": "snapshots/20260715T060030Z/manifest.json",
3
+ "latest_snapshot_id": "20260715T060030Z",
4
  "manifest_path": "manifest.json",
5
+ "next_since": "2026-07-15T06:00:30Z",
6
  "repo": "huggingface/transformers",
7
+ "snapshot_dir": "snapshots/20260715T060030Z"
8
  }
state/watermark.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "effective_since": "2026-07-14T18:00:38Z",
3
- "last_successful_snapshot_id": "20260715T000048Z",
4
- "next_since": "2026-07-15T00:00:48Z",
5
  "repo": "huggingface/transformers",
6
- "updated_at": "2026-07-15T00:00:48Z"
7
  }
 
1
  {
2
+ "effective_since": "2026-07-15T00:00:48Z",
3
+ "last_successful_snapshot_id": "20260715T060030Z",
4
+ "next_since": "2026-07-15T06:00:30Z",
5
  "repo": "huggingface/transformers",
6
+ "updated_at": "2026-07-15T06:00:30Z"
7
  }