evalstate HF Staff commited on
Commit
14d8090
·
verified ·
1 Parent(s): 9c51abb

Refresh transformers dataset snapshot 20260704T000019Z

Browse files
README.md CHANGED
@@ -75,7 +75,7 @@ Use:
75
  - eval set creation
76
 
77
  Notes:
78
- - latest snapshot: `20260703T180022Z`
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: `20260704T000019Z`
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:f42bd168fe6db8e9e32e33b3be324f6d75980a18fdbe53ab49d72efec0cffdf9
3
- size 3423516
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a55c26eff899cb9aad22f3d0e2741102cae3efef8c1766ce0a9ab6ba8a3e82b2
3
+ size 3425025
events.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bf9197f5ec89268e1a66b3472071b57c622772f9e39f7ef1e98ae800ad0390a9
3
- size 1010926
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:df8409d055d54ea4421786b1998f8b6260e73cfcd68d719cb95925ea2ef951bd
3
+ size 1011088
issue_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c4cfc5e98cfb931208eeaddc2b27c1f786e0d2957e5e377d91b6ae7d22038c0a
3
- size 1069206
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:97eaf9069cb16ee5564fa5b6b9cdf0bc1fb35f8b34d3abca1d0f3eb2b3ad28f3
3
+ size 1070134
issues.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:62398f8eb454249b8dfce0475d7eace87ff2fe47c768387845c8b4ebd9cb93ba
3
- size 1339002
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:05a771fbd46d7cc830ed6bb71b3bf70ed302a54682384ab7d39d6684b221fcee
3
+ size 1338986
links.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:40ea0ce5645996d3139d6e221e526230b17e49636e4704c2947f1a97b68114bb
3
- size 66415
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:128aba702d3bf2698ac62903c6a1c4149ef62774128cd1a4ca2e190014f017ee
3
+ size 66481
manifest.json CHANGED
@@ -1,41 +1,41 @@
1
  {
2
  "artifacts": {
3
- "archived_pr_scope_clusters_json": "snapshots/20260703T180022Z/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": 16238,
11
  "issues": 948,
12
- "links": 5764,
13
  "new_contributors": 346,
14
- "pr_diffs": 3163,
15
- "pr_files": 38979,
16
- "pull_requests": 3163,
17
  "review_comments": 19587,
18
  "reviews": 11361,
19
- "timeline_events": 62368
20
  },
21
- "crawl_started_at": "2026-07-03T18:00:22Z",
22
  "delta_counts": {
23
- "comments": 66,
24
- "issue_stubs": 32,
25
- "issues": 4,
26
- "links": 49,
27
- "pr_diffs": 28,
28
- "pr_files": 284,
29
- "pull_requests": 28,
30
- "review_comments": 942,
31
- "reviews": 310,
32
- "timeline_events": 1235
33
  },
34
- "extracted_at": "2026-07-03T18:00:22Z",
35
  "repo": "huggingface/transformers",
36
- "snapshot_id": "20260703T180022Z",
37
  "watermark": {
38
- "effective_since": "2026-07-03T12:00:23Z",
39
- "next_since": "2026-07-03T18:00:22Z"
40
  }
41
  }
 
1
  {
2
  "artifacts": {
3
+ "archived_pr_scope_clusters_json": "snapshots/20260704T000019Z/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": 16245,
11
  "issues": 948,
12
+ "links": 5766,
13
  "new_contributors": 346,
14
+ "pr_diffs": 3164,
15
+ "pr_files": 38983,
16
+ "pull_requests": 3164,
17
  "review_comments": 19587,
18
  "reviews": 11361,
19
+ "timeline_events": 62382
20
  },
21
+ "crawl_started_at": "2026-07-04T00:00:19Z",
22
  "delta_counts": {
23
+ "comments": 7,
24
+ "issue_stubs": 5,
25
+ "issues": 2,
26
+ "links": 6,
27
+ "pr_diffs": 3,
28
+ "pr_files": 10,
29
+ "pull_requests": 3,
30
+ "review_comments": 19,
31
+ "reviews": 16,
32
+ "timeline_events": 256
33
  },
34
+ "extracted_at": "2026-07-04T00:00:19Z",
35
  "repo": "huggingface/transformers",
36
+ "snapshot_id": "20260704T000019Z",
37
  "watermark": {
38
+ "effective_since": "2026-07-03T18:00:22Z",
39
+ "next_since": "2026-07-04T00:00:19Z"
40
  }
41
  }
new-contributors-report.json CHANGED
@@ -1,16 +1,16 @@
1
  {
2
  "schema_version": "1.0",
3
  "repo": "huggingface/transformers",
4
- "snapshot_id": "20260703T180022Z",
5
- "generated_at": "2026-07-03T18:01:58Z",
6
  "window_days": 60,
7
  "max_authors": 0,
8
  "instrumentation": {
9
  "selected_contributors": 346,
10
- "first_seen_in_snapshot": 0,
11
  "known_via_prior_merged_pr": 160,
12
  "previous_primary_author_count": 1492,
13
- "selected_seen_in_previous_primary": 346,
14
  "previous_report_contributor_count": 346,
15
  "selected_overlap_previous_report": 345,
16
  "selected_overlap_previous_report_rate": 0.9971,
@@ -19,8 +19,8 @@
19
  "live_fetches": 5,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
- "enrichment_elapsed_seconds": 3.522,
23
- "enrichment_avg_seconds_per_author": 0.01,
24
  "enrichment_failures": 4
25
  },
26
  "contributors": [
@@ -11390,86 +11390,6 @@
11390
  },
11391
  "fetch_error": null
11392
  },
11393
- {
11394
- "author_login": "khushali9",
11395
- "name": "Khushali Desai",
11396
- "profile_url": "https://github.com/khushali9",
11397
- "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akhushali9",
11398
- "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akhushali9",
11399
- "repo_first_seen_at": "2025-11-26T16:41:09Z",
11400
- "repo_last_seen_at": "2026-06-08T22:39:46Z",
11401
- "repo_primary_artifact_count": 3,
11402
- "repo_artifact_count": 62,
11403
- "snapshot_issue_count": 0,
11404
- "snapshot_pr_count": 3,
11405
- "snapshot_comment_count": 29,
11406
- "snapshot_review_count": 15,
11407
- "snapshot_review_comment_count": 15,
11408
- "repo_association": "CONTRIBUTOR",
11409
- "new_to_repo": false,
11410
- "first_seen_in_snapshot": false,
11411
- "known_via_prior_merged_pr": true,
11412
- "report_reason": null,
11413
- "enrichment_source": "previous_report",
11414
- "live_refetch_skipped": true,
11415
- "account_age_days": 4226,
11416
- "young_account": false,
11417
- "follow_through_score": "weak",
11418
- "breadth_score": "moderate",
11419
- "automation_risk_signal": "low",
11420
- "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos",
11421
- "public_orgs": [
11422
- "systers",
11423
- "crowdresearch"
11424
- ],
11425
- "activity": {
11426
- "visible_authored_pr_count": 9,
11427
- "merged_pr_count": 1,
11428
- "closed_unmerged_pr_count": 5,
11429
- "open_pr_count": 3,
11430
- "merged_pr_rate": 0.1111,
11431
- "closed_unmerged_pr_rate": 0.5556,
11432
- "still_open_pr_rate": 0.3333,
11433
- "distinct_repos_with_authored_prs": 4,
11434
- "distinct_repos_with_open_prs": 2
11435
- },
11436
- "examples": {
11437
- "pull_requests": [
11438
- {
11439
- "kind": "pull_request",
11440
- "number": 45777,
11441
- "title": "torch.backends.fp32_precision cascade conv/rnn so removing the temp fix",
11442
- "url": "https://github.com/huggingface/transformers/pull/45777",
11443
- "state": "closed",
11444
- "merged": true,
11445
- "draft": false,
11446
- "created_at": "2026-05-04T22:47:02Z"
11447
- },
11448
- {
11449
- "kind": "pull_request",
11450
- "number": 44146,
11451
- "title": "Ensure final evaluation runs with step-based evaluation strategy",
11452
- "url": "https://github.com/huggingface/transformers/pull/44146",
11453
- "state": "closed",
11454
- "merged": true,
11455
- "draft": false,
11456
- "created_at": "2026-02-19T05:29:21Z"
11457
- },
11458
- {
11459
- "kind": "pull_request",
11460
- "number": 42428,
11461
- "title": "logic to select tf32 API as per Pytorch version",
11462
- "url": "https://github.com/huggingface/transformers/pull/42428",
11463
- "state": "closed",
11464
- "merged": true,
11465
- "draft": false,
11466
- "created_at": "2025-11-26T16:41:09Z"
11467
- }
11468
- ],
11469
- "issues": []
11470
- },
11471
- "fetch_error": null
11472
- },
11473
  {
11474
  "author_login": "nurpax",
11475
  "name": "Janne Hellsten",
@@ -13087,8 +13007,8 @@
13087
  "first_seen_in_snapshot": false,
13088
  "known_via_prior_merged_pr": false,
13089
  "report_reason": null,
13090
- "enrichment_source": "live",
13091
- "live_refetch_skipped": false,
13092
  "account_age_days": 2060,
13093
  "young_account": false,
13094
  "follow_through_score": "weak",
@@ -19571,6 +19491,63 @@
19571
  },
19572
  "fetch_error": null
19573
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
19574
  {
19575
  "author_login": "manavmax",
19576
  "name": "Manav Sharma",
@@ -19931,7 +19908,7 @@
19931
  "repo_association": "CONTRIBUTOR",
19932
  "new_to_repo": false,
19933
  "first_seen_in_snapshot": false,
19934
- "known_via_prior_merged_pr": false,
19935
  "report_reason": null,
19936
  "enrichment_source": "previous_report",
19937
  "live_refetch_skipped": true,
 
1
  {
2
  "schema_version": "1.0",
3
  "repo": "huggingface/transformers",
4
+ "snapshot_id": "20260704T000019Z",
5
+ "generated_at": "2026-07-04T00:00:48Z",
6
  "window_days": 60,
7
  "max_authors": 0,
8
  "instrumentation": {
9
  "selected_contributors": 346,
10
+ "first_seen_in_snapshot": 1,
11
  "known_via_prior_merged_pr": 160,
12
  "previous_primary_author_count": 1492,
13
+ "selected_seen_in_previous_primary": 345,
14
  "previous_report_contributor_count": 346,
15
  "selected_overlap_previous_report": 345,
16
  "selected_overlap_previous_report_rate": 0.9971,
 
19
  "live_fetches": 5,
20
  "window_anchor": "run_time",
21
  "window_anchor_cacheable": false,
22
+ "enrichment_elapsed_seconds": 2.224,
23
+ "enrichment_avg_seconds_per_author": 0.006,
24
  "enrichment_failures": 4
25
  },
26
  "contributors": [
 
11390
  },
11391
  "fetch_error": null
11392
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
11393
  {
11394
  "author_login": "nurpax",
11395
  "name": "Janne Hellsten",
 
13007
  "first_seen_in_snapshot": false,
13008
  "known_via_prior_merged_pr": false,
13009
  "report_reason": null,
13010
+ "enrichment_source": "previous_report",
13011
+ "live_refetch_skipped": true,
13012
  "account_age_days": 2060,
13013
  "young_account": false,
13014
  "follow_through_score": "weak",
 
19491
  },
19492
  "fetch_error": null
19493
  },
19494
+ {
19495
+ "author_login": "malakazlan",
19496
+ "name": "azlan malik ",
19497
+ "profile_url": "https://github.com/malakazlan",
19498
+ "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amalakazlan",
19499
+ "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amalakazlan",
19500
+ "repo_first_seen_at": "2026-07-03T21:37:35Z",
19501
+ "repo_last_seen_at": "2026-07-03T21:37:35Z",
19502
+ "repo_primary_artifact_count": 1,
19503
+ "repo_artifact_count": 1,
19504
+ "snapshot_issue_count": 0,
19505
+ "snapshot_pr_count": 1,
19506
+ "snapshot_comment_count": 0,
19507
+ "snapshot_review_count": 0,
19508
+ "snapshot_review_comment_count": 0,
19509
+ "repo_association": "FIRST_TIME_CONTRIBUTOR",
19510
+ "new_to_repo": true,
19511
+ "first_seen_in_snapshot": true,
19512
+ "known_via_prior_merged_pr": false,
19513
+ "report_reason": "first_seen_in_snapshot",
19514
+ "enrichment_source": "live",
19515
+ "live_refetch_skipped": false,
19516
+ "account_age_days": 1214,
19517
+ "young_account": false,
19518
+ "follow_through_score": "weak",
19519
+ "breadth_score": "low",
19520
+ "automation_risk_signal": "medium",
19521
+ "heuristic_note": "many recent closed-unmerged PRs; high open PR share; targets high-star repos",
19522
+ "public_orgs": [],
19523
+ "activity": {
19524
+ "visible_authored_pr_count": 2,
19525
+ "merged_pr_count": 0,
19526
+ "closed_unmerged_pr_count": 1,
19527
+ "open_pr_count": 1,
19528
+ "merged_pr_rate": 0.0,
19529
+ "closed_unmerged_pr_rate": 0.5,
19530
+ "still_open_pr_rate": 0.5,
19531
+ "distinct_repos_with_authored_prs": 2,
19532
+ "distinct_repos_with_open_prs": 1
19533
+ },
19534
+ "examples": {
19535
+ "pull_requests": [
19536
+ {
19537
+ "kind": "pull_request",
19538
+ "number": 47047,
19539
+ "title": "Support loading original InternVL2 checkpoints natively",
19540
+ "url": "https://github.com/huggingface/transformers/pull/47047",
19541
+ "state": "open",
19542
+ "merged": false,
19543
+ "draft": false,
19544
+ "created_at": "2026-07-03T21:37:35Z"
19545
+ }
19546
+ ],
19547
+ "issues": []
19548
+ },
19549
+ "fetch_error": null
19550
+ },
19551
  {
19552
  "author_login": "manavmax",
19553
  "name": "Manav Sharma",
 
19908
  "repo_association": "CONTRIBUTOR",
19909
  "new_to_repo": false,
19910
  "first_seen_in_snapshot": false,
19911
+ "known_via_prior_merged_pr": true,
19912
  "report_reason": null,
19913
  "enrichment_source": "previous_report",
19914
  "live_refetch_skipped": true,
new-contributors-report.md CHANGED
@@ -1,7 +1,7 @@
1
  # New Contributor Report: huggingface/transformers
2
 
3
- - Snapshot: `20260703T180022Z`
4
- - Generated: `2026-07-03T18:01:58Z`
5
  - Activity window: `60d`
6
  - Contributors: `346`
7
 
@@ -150,7 +150,6 @@
150
  | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 4 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
151
  | `bhargav-patel-29` | [profile](https://github.com/bhargav-patel-29) | no | FIRST_TIME_CONTRIBUTOR | 267d | `2026-02-05T02:43:45Z` | 3 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
152
  | `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
153
- | `khushali9` | [profile](https://github.com/khushali9) | no | CONTRIBUTOR | 4226d | `2025-11-26T16:41:09Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
154
  | `nurpax` | [profile](https://github.com/nurpax) | no | CONTRIBUTOR | 5805d | `2026-04-24T14:04:02Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
155
  | `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
156
  | `bzantium` | [profile](https://github.com/bzantium) | no | CONTRIBUTOR | 3641d | `2025-09-24T07:07:47Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
@@ -283,6 +282,7 @@
283
  | `LiangSu8899` | [profile](https://github.com/LiangSu8899) | no | FIRST_TIME_CONTRIBUTOR | 3682d | `2026-07-01T10:41:28Z` | 1 | 0 | mixed | low | low | high recent PR volume |
284
  | `ltd0924` | [profile](https://github.com/ltd0924) | no | FIRST_TIME_CONTRIBUTOR | 3177d | `2026-06-11T11:21:38Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
285
  | `MaciejBalaNV` | [profile](https://github.com/MaciejBalaNV) | no | CONTRIBUTOR | 717d | `2026-05-21T19:47:46Z` | 1 | 0 | weak | moderate | low | high open PR share |
 
286
  | `manavmax` | [profile](https://github.com/manavmax) | no | NONE | 1226d | `2026-06-03T07:57:11Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
287
  | `massimilianoviola` | [profile](https://github.com/massimilianoviola) | no | CONTRIBUTOR | 2120d | `2026-05-11T07:00:47Z` | 1 | 0 | mixed | low | low | high open PR share |
288
  | `mbknust` | [profile](https://github.com/mbknust) | no | NONE | 2645d | `2026-06-09T15:50:35Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
@@ -3645,29 +3645,6 @@ Example artifacts:
3645
  - [PR #45582: generate: drop stale num_return_sequences warning on continuous batching path](https://github.com/huggingface/transformers/pull/45582) — closed, merged
3646
  - [PR #45080: Fix PreTrainedConfig as Pydantic field type after dataclass conversion](https://github.com/huggingface/transformers/pull/45080) — closed
3647
 
3648
- ### `khushali9`
3649
-
3650
- - profile: [github.com/khushali9](https://github.com/khushali9)
3651
- - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akhushali9)
3652
- - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akhushali9)
3653
- - repo first seen: `2025-11-26T16:41:09Z`
3654
- - repo last seen: `2026-06-08T22:39:46Z`
3655
- - first seen in snapshot: **no**
3656
- - repo association: **CONTRIBUTOR**
3657
- - repo primary artifacts: **3**
3658
- - snapshot authored PRs/issues: **3 PRs / 0 issues**
3659
- - snapshot discussion activity: **29 comments / 15 reviews / 15 review comments**
3660
- - account age: **4226 days**
3661
- - recent public PR activity: **9 PRs** (1 merged / 5 closed-unmerged / 3 open; merged rate **11%**, closed-unmerged rate **56%**, open rate **33%**)
3662
- - public orgs: `systers`, `crowdresearch`
3663
- - compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
3664
- - heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
3665
-
3666
- Example artifacts:
3667
- - [PR #45777: torch.backends.fp32_precision cascade conv/rnn so removing the temp fix](https://github.com/huggingface/transformers/pull/45777) — closed, merged
3668
- - [PR #44146: Ensure final evaluation runs with step-based evaluation strategy](https://github.com/huggingface/transformers/pull/44146) — closed, merged
3669
- - [PR #42428: logic to select tf32 API as per Pytorch version](https://github.com/huggingface/transformers/pull/42428) — closed, merged
3670
-
3671
  ### `nurpax`
3672
 
3673
  - profile: [github.com/nurpax](https://github.com/nurpax)
@@ -6489,6 +6466,27 @@ Example artifacts:
6489
  Example artifacts:
6490
  - [PR #46146: Added cosmos3 model](https://github.com/huggingface/transformers/pull/46146) — closed, merged
6491
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6492
  ### `manavmax`
6493
 
6494
  - profile: [github.com/manavmax](https://github.com/manavmax)
 
1
  # New Contributor Report: huggingface/transformers
2
 
3
+ - Snapshot: `20260704T000019Z`
4
+ - Generated: `2026-07-04T00:00:48Z`
5
  - Activity window: `60d`
6
  - Contributors: `346`
7
 
 
150
  | `sergiopaniego` | [profile](https://github.com/sergiopaniego) | no | MEMBER | 3718d | `2026-03-19T10:22:40Z` | 4 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
151
  | `bhargav-patel-29` | [profile](https://github.com/bhargav-patel-29) | no | FIRST_TIME_CONTRIBUTOR | 267d | `2026-02-05T02:43:45Z` | 3 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
152
  | `joaquinhuigomez` | [profile](https://github.com/joaquinhuigomez) | no | CONTRIBUTOR | 1082d | `2026-03-28T12:13:57Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 
153
  | `nurpax` | [profile](https://github.com/nurpax) | no | CONTRIBUTOR | 5805d | `2026-04-24T14:04:02Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
154
  | `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
155
  | `bzantium` | [profile](https://github.com/bzantium) | no | CONTRIBUTOR | 3641d | `2025-09-24T07:07:47Z` | 2 | 1 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
 
282
  | `LiangSu8899` | [profile](https://github.com/LiangSu8899) | no | FIRST_TIME_CONTRIBUTOR | 3682d | `2026-07-01T10:41:28Z` | 1 | 0 | mixed | low | low | high recent PR volume |
283
  | `ltd0924` | [profile](https://github.com/ltd0924) | no | FIRST_TIME_CONTRIBUTOR | 3177d | `2026-06-11T11:21:38Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
284
  | `MaciejBalaNV` | [profile](https://github.com/MaciejBalaNV) | no | CONTRIBUTOR | 717d | `2026-05-21T19:47:46Z` | 1 | 0 | weak | moderate | low | high open PR share |
285
+ | `malakazlan` | [profile](https://github.com/malakazlan) | yes | FIRST_TIME_CONTRIBUTOR | 1214d | `2026-07-03T21:37:35Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
286
  | `manavmax` | [profile](https://github.com/manavmax) | no | NONE | 1226d | `2026-06-03T07:57:11Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
287
  | `massimilianoviola` | [profile](https://github.com/massimilianoviola) | no | CONTRIBUTOR | 2120d | `2026-05-11T07:00:47Z` | 1 | 0 | mixed | low | low | high open PR share |
288
  | `mbknust` | [profile](https://github.com/mbknust) | no | NONE | 2645d | `2026-06-09T15:50:35Z` | 1 | 0 | n/a | low | low | no visible non-self stars |
 
3645
  - [PR #45582: generate: drop stale num_return_sequences warning on continuous batching path](https://github.com/huggingface/transformers/pull/45582) — closed, merged
3646
  - [PR #45080: Fix PreTrainedConfig as Pydantic field type after dataclass conversion](https://github.com/huggingface/transformers/pull/45080) — closed
3647
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3648
  ### `nurpax`
3649
 
3650
  - profile: [github.com/nurpax](https://github.com/nurpax)
 
6466
  Example artifacts:
6467
  - [PR #46146: Added cosmos3 model](https://github.com/huggingface/transformers/pull/46146) — closed, merged
6468
 
6469
+ ### `malakazlan`
6470
+
6471
+ - profile: [github.com/malakazlan](https://github.com/malakazlan)
6472
+ - repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amalakazlan)
6473
+ - repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amalakazlan)
6474
+ - repo first seen: `2026-07-03T21:37:35Z`
6475
+ - repo last seen: `2026-07-03T21:37:35Z`
6476
+ - first seen in snapshot: **yes**
6477
+ - repo association: **FIRST_TIME_CONTRIBUTOR**
6478
+ - repo primary artifacts: **1**
6479
+ - snapshot authored PRs/issues: **1 PRs / 0 issues**
6480
+ - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
6481
+ - account age: **1214 days**
6482
+ - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
6483
+ - public orgs: none visible
6484
+ - compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
6485
+ - heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
6486
+
6487
+ Example artifacts:
6488
+ - [PR #47047: Support loading original InternVL2 checkpoints natively](https://github.com/huggingface/transformers/pull/47047) — open
6489
+
6490
  ### `manavmax`
6491
 
6492
  - profile: [github.com/manavmax](https://github.com/manavmax)
new_contributors.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f7c6a2524380fc9b7da530adc79d8ac6c1eb22df39dbe4f3ebf44cff7a64736c
3
- size 63366
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6cb5ee0faa79b495e916a13be5bb75ef84fc77a5fdb0271447c6d3fc14dc0ae6
3
+ size 63487
pr-scope-clusters.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "repo": "huggingface/transformers",
3
- "snapshot_id": "20260703T180022Z",
4
- "generated_at": "2026-07-03T18:01:53Z",
5
  "cluster_count": 79,
6
  "pr_scope_clusters": [
7
  {
@@ -385,7 +385,7 @@
385
  "left_pr_number": 44257,
386
  "right_pr_number": 45067,
387
  "similarity": 0.401,
388
- "content_similarity": 0.307,
389
  "size_similarity": 0.24,
390
  "breadth_similarity": 1.0,
391
  "concentration_similarity": 1.0,
@@ -705,7 +705,7 @@
705
  "left_pr_number": 43651,
706
  "right_pr_number": 45273,
707
  "similarity": 0.328,
708
- "content_similarity": 0.23,
709
  "size_similarity": 0.111,
710
  "breadth_similarity": 1.0,
711
  "concentration_similarity": 1.0,
@@ -950,7 +950,7 @@
950
  "left_pr_number": 46504,
951
  "right_pr_number": 46747,
952
  "similarity": 0.379,
953
- "content_similarity": 0.112,
954
  "size_similarity": 1.0,
955
  "breadth_similarity": 1.0,
956
  "concentration_similarity": 1.0,
@@ -2781,7 +2781,7 @@
2781
  {
2782
  "left_pr_number": 44615,
2783
  "right_pr_number": 46152,
2784
- "similarity": 0.618,
2785
  "content_similarity": 0.544,
2786
  "size_similarity": 0.583,
2787
  "breadth_similarity": 1.0,
@@ -2833,7 +2833,7 @@
2833
  "left_pr_number": 44385,
2834
  "right_pr_number": 46995,
2835
  "similarity": 0.431,
2836
- "content_similarity": 0.317,
2837
  "size_similarity": 0.615,
2838
  "breadth_similarity": 0.667,
2839
  "concentration_similarity": 1.0,
@@ -3150,7 +3150,7 @@
3150
  "left_pr_number": 45979,
3151
  "right_pr_number": 46735,
3152
  "similarity": 0.584,
3153
- "content_similarity": 0.636,
3154
  "size_similarity": 0.248,
3155
  "breadth_similarity": 0.533,
3156
  "concentration_similarity": 0.96,
@@ -3299,7 +3299,7 @@
3299
  "left_pr_number": 44407,
3300
  "right_pr_number": 44550,
3301
  "similarity": 0.364,
3302
- "content_similarity": 0.1,
3303
  "size_similarity": 0.957,
3304
  "breadth_similarity": 1.0,
3305
  "concentration_similarity": 1.0,
@@ -4657,7 +4657,7 @@
4657
  "left_pr_number": 46138,
4658
  "right_pr_number": 46503,
4659
  "similarity": 0.345,
4660
- "content_similarity": 0.117,
4661
  "size_similarity": 0.75,
4662
  "breadth_similarity": 1.0,
4663
  "concentration_similarity": 1.0,
@@ -6676,7 +6676,7 @@
6676
  45552
6677
  ],
6678
  "representative_pr_number": 44642,
6679
- "average_similarity": 0.364,
6680
  "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.",
6681
  "shared_filenames": [
6682
  "src/transformers/utils/auto_docstring.py"
@@ -6690,7 +6690,7 @@
6690
  {
6691
  "left_pr_number": 44642,
6692
  "right_pr_number": 45552,
6693
- "similarity": 0.364,
6694
  "content_similarity": 0.271,
6695
  "size_similarity": 0.167,
6696
  "breadth_similarity": 1.0,
 
1
  {
2
  "repo": "huggingface/transformers",
3
+ "snapshot_id": "20260704T000019Z",
4
+ "generated_at": "2026-07-04T00:00:45Z",
5
  "cluster_count": 79,
6
  "pr_scope_clusters": [
7
  {
 
385
  "left_pr_number": 44257,
386
  "right_pr_number": 45067,
387
  "similarity": 0.401,
388
+ "content_similarity": 0.308,
389
  "size_similarity": 0.24,
390
  "breadth_similarity": 1.0,
391
  "concentration_similarity": 1.0,
 
705
  "left_pr_number": 43651,
706
  "right_pr_number": 45273,
707
  "similarity": 0.328,
708
+ "content_similarity": 0.231,
709
  "size_similarity": 0.111,
710
  "breadth_similarity": 1.0,
711
  "concentration_similarity": 1.0,
 
950
  "left_pr_number": 46504,
951
  "right_pr_number": 46747,
952
  "similarity": 0.379,
953
+ "content_similarity": 0.113,
954
  "size_similarity": 1.0,
955
  "breadth_similarity": 1.0,
956
  "concentration_similarity": 1.0,
 
2781
  {
2782
  "left_pr_number": 44615,
2783
  "right_pr_number": 46152,
2784
+ "similarity": 0.619,
2785
  "content_similarity": 0.544,
2786
  "size_similarity": 0.583,
2787
  "breadth_similarity": 1.0,
 
2833
  "left_pr_number": 44385,
2834
  "right_pr_number": 46995,
2835
  "similarity": 0.431,
2836
+ "content_similarity": 0.318,
2837
  "size_similarity": 0.615,
2838
  "breadth_similarity": 0.667,
2839
  "concentration_similarity": 1.0,
 
3150
  "left_pr_number": 45979,
3151
  "right_pr_number": 46735,
3152
  "similarity": 0.584,
3153
+ "content_similarity": 0.637,
3154
  "size_similarity": 0.248,
3155
  "breadth_similarity": 0.533,
3156
  "concentration_similarity": 0.96,
 
3299
  "left_pr_number": 44407,
3300
  "right_pr_number": 44550,
3301
  "similarity": 0.364,
3302
+ "content_similarity": 0.101,
3303
  "size_similarity": 0.957,
3304
  "breadth_similarity": 1.0,
3305
  "concentration_similarity": 1.0,
 
4657
  "left_pr_number": 46138,
4658
  "right_pr_number": 46503,
4659
  "similarity": 0.345,
4660
+ "content_similarity": 0.118,
4661
  "size_similarity": 0.75,
4662
  "breadth_similarity": 1.0,
4663
  "concentration_similarity": 1.0,
 
6676
  45552
6677
  ],
6678
  "representative_pr_number": 44642,
6679
+ "average_similarity": 0.365,
6680
  "summary": "2 open PRs share weighted file overlap around `src/transformers/utils/auto_docstring.py`; representative PR #44642.",
6681
  "shared_filenames": [
6682
  "src/transformers/utils/auto_docstring.py"
 
6690
  {
6691
  "left_pr_number": 44642,
6692
  "right_pr_number": 45552,
6693
+ "similarity": 0.365,
6694
  "content_similarity": 0.271,
6695
  "size_similarity": 0.167,
6696
  "breadth_similarity": 1.0,
pr_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d6257625e3251584b004e142a0aec730634d25cb3a9640a9e00be362372a26ed
3
- size 2330583
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ac735c9ccc94293fa918fdbe788611c68545f737c9d4e773e8885717534fcd5d
3
+ size 2331105
pr_diffs.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:10e87a8b0511559227a507f241c4077d7e29974f7909fa5e55835b6807f5be82
3
- size 73413023
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3a14151cd195dccf0566d62c4c706a0bef62fd3f6579255b911a7e16d6d277f6
3
+ size 73417606
pr_files.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c38b15435da7c6a40ace9d17c65050eff0dc70065c9a3be5c723a5280695d2e7
3
- size 55287683
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:28ce3a7068b9efab0dcc3610921677ada3746e96ba05663dd89f55d8d873c34a
3
+ size 55295632
pull_requests.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e315dbdfb1b4326f4abcf961c348359d8968ddd429fbc76ae3c142b504c83752
3
- size 2785656
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:19a5ca725cc913e864b387de40a4cfb8190ecfc3922865f12d898dda7435f60f
3
+ size 2787583
review_comments.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8ab7e3b109bed32fbbb665181a3a72e2bf709bad55fda95a06cc33c05ad76163
3
- size 3340397
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b3739cf830bd229b99790e2390d6ca2855983413334295f789f883d6c22c537f
3
+ size 3340422
reviews.parquet CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e1c5b1593aa2934fc64977df7f521d57e97fc84ded7d393cf56b7aa54e9be876
3
- size 1044796
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4c996765e98e874f16949039ba54453239455851c594464988c596012f58cf04
3
+ size 1044806
snapshots/20260704T000019Z/manifest.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "artifacts": {
3
+ "archived_pr_scope_clusters_json": "snapshots/20260704T000019Z/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": 16245,
11
+ "issues": 948,
12
+ "links": 5766,
13
+ "new_contributors": 346,
14
+ "pr_diffs": 3164,
15
+ "pr_files": 38983,
16
+ "pull_requests": 3164,
17
+ "review_comments": 19587,
18
+ "reviews": 11361,
19
+ "timeline_events": 62382
20
+ },
21
+ "crawl_started_at": "2026-07-04T00:00:19Z",
22
+ "delta_counts": {
23
+ "comments": 7,
24
+ "issue_stubs": 5,
25
+ "issues": 2,
26
+ "links": 6,
27
+ "pr_diffs": 3,
28
+ "pr_files": 10,
29
+ "pull_requests": 3,
30
+ "review_comments": 19,
31
+ "reviews": 16,
32
+ "timeline_events": 256
33
+ },
34
+ "extracted_at": "2026-07-04T00:00:19Z",
35
+ "repo": "huggingface/transformers",
36
+ "snapshot_id": "20260704T000019Z",
37
+ "watermark": {
38
+ "effective_since": "2026-07-03T18:00:22Z",
39
+ "next_since": "2026-07-04T00:00:19Z"
40
+ }
41
+ }
snapshots/20260704T000019Z/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/20260703T180022Z/manifest.json",
3
- "latest_snapshot_id": "20260703T180022Z",
4
  "manifest_path": "manifest.json",
5
- "next_since": "2026-07-03T18:00:22Z",
6
  "repo": "huggingface/transformers",
7
- "snapshot_dir": "snapshots/20260703T180022Z"
8
  }
 
1
  {
2
+ "archived_manifest_path": "snapshots/20260704T000019Z/manifest.json",
3
+ "latest_snapshot_id": "20260704T000019Z",
4
  "manifest_path": "manifest.json",
5
+ "next_since": "2026-07-04T00:00:19Z",
6
  "repo": "huggingface/transformers",
7
+ "snapshot_dir": "snapshots/20260704T000019Z"
8
  }
state/watermark.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "effective_since": "2026-07-03T12:00:23Z",
3
- "last_successful_snapshot_id": "20260703T180022Z",
4
- "next_since": "2026-07-03T18:00:22Z",
5
  "repo": "huggingface/transformers",
6
- "updated_at": "2026-07-03T18:00:22Z"
7
  }
 
1
  {
2
+ "effective_since": "2026-07-03T18:00:22Z",
3
+ "last_successful_snapshot_id": "20260704T000019Z",
4
+ "next_since": "2026-07-04T00:00:19Z",
5
  "repo": "huggingface/transformers",
6
+ "updated_at": "2026-07-04T00:00:19Z"
7
  }