Refresh transformers dataset snapshot 20260718T180026Z
Browse files- README.md +1 -1
- comments.parquet +2 -2
- events.parquet +2 -2
- issue_comments.parquet +2 -2
- issues.parquet +2 -2
- links.parquet +2 -2
- manifest.json +19 -19
- new-contributors-report.json +146 -234
- new-contributors-report.md +53 -78
- new_contributors.parquet +2 -2
- pr-scope-clusters.json +37 -37
- pr_comments.parquet +2 -2
- pr_diffs.parquet +2 -2
- pr_files.parquet +2 -2
- pull_requests.parquet +2 -2
- review_comments.parquet +2 -2
- reviews.parquet +2 -2
- snapshots/20260718T180026Z/manifest.json +41 -0
- snapshots/20260718T180026Z/pr-scope-clusters.json +0 -0
- snapshots/latest.json +4 -4
- state/watermark.json +4 -4
README.md
CHANGED
|
@@ -75,7 +75,7 @@ Use:
|
|
| 75 |
- eval set creation
|
| 76 |
|
| 77 |
Notes:
|
| 78 |
-
- latest snapshot: `
|
| 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: `20260718T180026Z`
|
| 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:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3c850d028feb96bbe773dd272d76b4aca9bbdce44a2fd90f80ce94eed222adfa
|
| 3 |
+
size 3831741
|
events.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a30b5891728eb304f6c00d47088ed9a921973ad807b6e3f6d1cfec161ad77ea8
|
| 3 |
+
size 1105442
|
issue_comments.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e7f239047876290fe7fca7bf8cc1ef2a2925c1f158482f0b67ec9fdf2c20a26d
|
| 3 |
+
size 1150974
|
issues.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2fd94da1c9e23089ee439e595a3e7e7725298eea1b4ec25f8a709e3bdb9e2c23
|
| 3 |
+
size 1465728
|
links.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:87eabe8cba76a95699ff225ad1ccab1ea35da2fec16130d9c6296b3ce22daff5
|
| 3 |
+
size 77269
|
manifest.json
CHANGED
|
@@ -1,41 +1,41 @@
|
|
| 1 |
{
|
| 2 |
"artifacts": {
|
| 3 |
-
"archived_pr_scope_clusters_json": "snapshots/
|
| 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":
|
| 11 |
"issues": 1036,
|
| 12 |
-
"links":
|
| 13 |
-
"new_contributors":
|
| 14 |
-
"pr_diffs":
|
| 15 |
"pr_files": 41499,
|
| 16 |
-
"pull_requests":
|
| 17 |
"review_comments": 20955,
|
| 18 |
"reviews": 12192,
|
| 19 |
-
"timeline_events":
|
| 20 |
},
|
| 21 |
-
"crawl_started_at": "2026-07-
|
| 22 |
"delta_counts": {
|
| 23 |
-
"comments":
|
| 24 |
-
"issue_stubs":
|
| 25 |
-
"issues":
|
| 26 |
-
"links":
|
| 27 |
"pr_diffs": 5,
|
| 28 |
"pr_files": 30,
|
| 29 |
"pull_requests": 5,
|
| 30 |
-
"review_comments":
|
| 31 |
-
"reviews":
|
| 32 |
-
"timeline_events":
|
| 33 |
},
|
| 34 |
-
"extracted_at": "2026-07-
|
| 35 |
"repo": "huggingface/transformers",
|
| 36 |
-
"snapshot_id": "
|
| 37 |
"watermark": {
|
| 38 |
-
"effective_since": "2026-07-
|
| 39 |
-
"next_since": "2026-07-
|
| 40 |
}
|
| 41 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"artifacts": {
|
| 3 |
+
"archived_pr_scope_clusters_json": "snapshots/20260718T180026Z/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": 18234,
|
| 11 |
"issues": 1036,
|
| 12 |
+
"links": 6611,
|
| 13 |
+
"new_contributors": 362,
|
| 14 |
+
"pr_diffs": 3460,
|
| 15 |
"pr_files": 41499,
|
| 16 |
+
"pull_requests": 3460,
|
| 17 |
"review_comments": 20955,
|
| 18 |
"reviews": 12192,
|
| 19 |
+
"timeline_events": 68238
|
| 20 |
},
|
| 21 |
+
"crawl_started_at": "2026-07-18T18:00:26Z",
|
| 22 |
"delta_counts": {
|
| 23 |
+
"comments": 6,
|
| 24 |
+
"issue_stubs": 8,
|
| 25 |
+
"issues": 3,
|
| 26 |
+
"links": 10,
|
| 27 |
"pr_diffs": 5,
|
| 28 |
"pr_files": 30,
|
| 29 |
"pull_requests": 5,
|
| 30 |
+
"review_comments": 124,
|
| 31 |
+
"reviews": 13,
|
| 32 |
+
"timeline_events": 100
|
| 33 |
},
|
| 34 |
+
"extracted_at": "2026-07-18T18:00:26Z",
|
| 35 |
"repo": "huggingface/transformers",
|
| 36 |
+
"snapshot_id": "20260718T180026Z",
|
| 37 |
"watermark": {
|
| 38 |
+
"effective_since": "2026-07-18T12:00:32Z",
|
| 39 |
+
"next_since": "2026-07-18T18:00:26Z"
|
| 40 |
}
|
| 41 |
}
|
new-contributors-report.json
CHANGED
|
@@ -1,26 +1,26 @@
|
|
| 1 |
{
|
| 2 |
"schema_version": "1.0",
|
| 3 |
"repo": "huggingface/transformers",
|
| 4 |
-
"snapshot_id": "
|
| 5 |
-
"generated_at": "2026-07-
|
| 6 |
"window_days": 60,
|
| 7 |
"max_authors": 0,
|
| 8 |
"instrumentation": {
|
| 9 |
-
"selected_contributors":
|
| 10 |
-
"first_seen_in_snapshot":
|
| 11 |
-
"known_via_prior_merged_pr":
|
| 12 |
-
"previous_primary_author_count":
|
| 13 |
"selected_seen_in_previous_primary": 361,
|
| 14 |
"previous_report_contributor_count": 363,
|
| 15 |
"selected_overlap_previous_report": 361,
|
| 16 |
-
"selected_overlap_previous_report_rate": 0.
|
| 17 |
"reused_previous_report_entries": 357,
|
| 18 |
-
"reused_known_merged_contributors":
|
| 19 |
-
"live_fetches":
|
| 20 |
"window_anchor": "run_time",
|
| 21 |
"window_anchor_cacheable": false,
|
| 22 |
-
"enrichment_elapsed_seconds":
|
| 23 |
-
"enrichment_avg_seconds_per_author": 0.
|
| 24 |
"enrichment_failures": 4
|
| 25 |
},
|
| 26 |
"contributors": [
|
|
@@ -3416,7 +3416,7 @@
|
|
| 3416 |
{
|
| 3417 |
"kind": "pull_request",
|
| 3418 |
"number": 47336,
|
| 3419 |
-
"title": "[Offloading] Fix fully offloaded model saving",
|
| 3420 |
"url": "https://github.com/huggingface/transformers/pull/47336",
|
| 3421 |
"state": "open",
|
| 3422 |
"merged": false,
|
|
@@ -8714,6 +8714,73 @@
|
|
| 8714 |
},
|
| 8715 |
"fetch_error": null
|
| 8716 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8717 |
{
|
| 8718 |
"author_login": "bglglzd",
|
| 8719 |
"name": null,
|
|
@@ -11760,94 +11827,6 @@
|
|
| 11760 |
},
|
| 11761 |
"fetch_error": null
|
| 11762 |
},
|
| 11763 |
-
{
|
| 11764 |
-
"author_login": "oliverholworthy",
|
| 11765 |
-
"name": "Oliver Holworthy",
|
| 11766 |
-
"profile_url": "https://github.com/oliverholworthy",
|
| 11767 |
-
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aoliverholworthy",
|
| 11768 |
-
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aoliverholworthy",
|
| 11769 |
-
"repo_first_seen_at": "2026-01-26T21:42:45Z",
|
| 11770 |
-
"repo_last_seen_at": "2026-05-19T17:01:20Z",
|
| 11771 |
-
"repo_primary_artifact_count": 4,
|
| 11772 |
-
"repo_artifact_count": 5,
|
| 11773 |
-
"snapshot_issue_count": 2,
|
| 11774 |
-
"snapshot_pr_count": 2,
|
| 11775 |
-
"snapshot_comment_count": 1,
|
| 11776 |
-
"snapshot_review_count": 0,
|
| 11777 |
-
"snapshot_review_comment_count": 0,
|
| 11778 |
-
"repo_association": "CONTRIBUTOR",
|
| 11779 |
-
"new_to_repo": false,
|
| 11780 |
-
"first_seen_in_snapshot": false,
|
| 11781 |
-
"known_via_prior_merged_pr": true,
|
| 11782 |
-
"report_reason": null,
|
| 11783 |
-
"enrichment_source": "previous_report",
|
| 11784 |
-
"live_refetch_skipped": true,
|
| 11785 |
-
"account_age_days": 5290,
|
| 11786 |
-
"young_account": false,
|
| 11787 |
-
"follow_through_score": "weak",
|
| 11788 |
-
"breadth_score": "moderate",
|
| 11789 |
-
"automation_risk_signal": "low",
|
| 11790 |
-
"heuristic_note": "high open PR share",
|
| 11791 |
-
"public_orgs": [],
|
| 11792 |
-
"activity": {
|
| 11793 |
-
"visible_authored_pr_count": 20,
|
| 11794 |
-
"merged_pr_count": 5,
|
| 11795 |
-
"closed_unmerged_pr_count": 6,
|
| 11796 |
-
"open_pr_count": 9,
|
| 11797 |
-
"merged_pr_rate": 0.25,
|
| 11798 |
-
"closed_unmerged_pr_rate": 0.3,
|
| 11799 |
-
"still_open_pr_rate": 0.45,
|
| 11800 |
-
"distinct_repos_with_authored_prs": 8,
|
| 11801 |
-
"distinct_repos_with_open_prs": 6
|
| 11802 |
-
},
|
| 11803 |
-
"examples": {
|
| 11804 |
-
"pull_requests": [
|
| 11805 |
-
{
|
| 11806 |
-
"kind": "pull_request",
|
| 11807 |
-
"number": 46079,
|
| 11808 |
-
"title": "Fix Gemma4 use_bidirectional_attention=\"all\" mask behavior",
|
| 11809 |
-
"url": "https://github.com/huggingface/transformers/pull/46079",
|
| 11810 |
-
"state": "closed",
|
| 11811 |
-
"merged": true,
|
| 11812 |
-
"draft": false,
|
| 11813 |
-
"created_at": "2026-05-19T17:01:20Z"
|
| 11814 |
-
},
|
| 11815 |
-
{
|
| 11816 |
-
"kind": "pull_request",
|
| 11817 |
-
"number": 43509,
|
| 11818 |
-
"title": "Guard torch.is_autocast_enabled(device_type) for torch<2.4",
|
| 11819 |
-
"url": "https://github.com/huggingface/transformers/pull/43509",
|
| 11820 |
-
"state": "closed",
|
| 11821 |
-
"merged": false,
|
| 11822 |
-
"draft": false,
|
| 11823 |
-
"created_at": "2026-01-26T21:45:32Z"
|
| 11824 |
-
}
|
| 11825 |
-
],
|
| 11826 |
-
"issues": [
|
| 11827 |
-
{
|
| 11828 |
-
"kind": "issue",
|
| 11829 |
-
"number": 46077,
|
| 11830 |
-
"title": "Gemma4 `use_bidirectional_attention=\"all\"` still builds causal attention masks",
|
| 11831 |
-
"url": "https://github.com/huggingface/transformers/issues/46077",
|
| 11832 |
-
"state": "closed",
|
| 11833 |
-
"merged": null,
|
| 11834 |
-
"draft": null,
|
| 11835 |
-
"created_at": "2026-05-19T16:04:14Z"
|
| 11836 |
-
},
|
| 11837 |
-
{
|
| 11838 |
-
"kind": "issue",
|
| 11839 |
-
"number": 43508,
|
| 11840 |
-
"title": "Transformers 5.0.0 calls torch.is_autocast_enabled(device_type) breaking compatibility with torch<2.4",
|
| 11841 |
-
"url": "https://github.com/huggingface/transformers/issues/43508",
|
| 11842 |
-
"state": "closed",
|
| 11843 |
-
"merged": null,
|
| 11844 |
-
"draft": null,
|
| 11845 |
-
"created_at": "2026-01-26T21:42:45Z"
|
| 11846 |
-
}
|
| 11847 |
-
]
|
| 11848 |
-
},
|
| 11849 |
-
"fetch_error": null
|
| 11850 |
-
},
|
| 11851 |
{
|
| 11852 |
"author_login": "Wauplin",
|
| 11853 |
"name": "Lucain",
|
|
@@ -12596,73 +12575,6 @@
|
|
| 12596 |
},
|
| 12597 |
"fetch_error": null
|
| 12598 |
},
|
| 12599 |
-
{
|
| 12600 |
-
"author_login": "rmotgi1227",
|
| 12601 |
-
"name": null,
|
| 12602 |
-
"profile_url": "https://github.com/rmotgi1227",
|
| 12603 |
-
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Armotgi1227",
|
| 12604 |
-
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Armotgi1227",
|
| 12605 |
-
"repo_first_seen_at": "2026-05-12T21:21:10Z",
|
| 12606 |
-
"repo_last_seen_at": "2026-05-19T17:59:32Z",
|
| 12607 |
-
"repo_primary_artifact_count": 2,
|
| 12608 |
-
"repo_artifact_count": 2,
|
| 12609 |
-
"snapshot_issue_count": 0,
|
| 12610 |
-
"snapshot_pr_count": 2,
|
| 12611 |
-
"snapshot_comment_count": 0,
|
| 12612 |
-
"snapshot_review_count": 0,
|
| 12613 |
-
"snapshot_review_comment_count": 0,
|
| 12614 |
-
"repo_association": "NONE",
|
| 12615 |
-
"new_to_repo": false,
|
| 12616 |
-
"first_seen_in_snapshot": false,
|
| 12617 |
-
"known_via_prior_merged_pr": false,
|
| 12618 |
-
"report_reason": null,
|
| 12619 |
-
"enrichment_source": "previous_report",
|
| 12620 |
-
"live_refetch_skipped": true,
|
| 12621 |
-
"account_age_days": 295,
|
| 12622 |
-
"young_account": true,
|
| 12623 |
-
"follow_through_score": "mixed",
|
| 12624 |
-
"breadth_score": "moderate",
|
| 12625 |
-
"automation_risk_signal": "low",
|
| 12626 |
-
"heuristic_note": "young account; targets high-star repos",
|
| 12627 |
-
"public_orgs": [],
|
| 12628 |
-
"activity": {
|
| 12629 |
-
"visible_authored_pr_count": 14,
|
| 12630 |
-
"merged_pr_count": 6,
|
| 12631 |
-
"closed_unmerged_pr_count": 3,
|
| 12632 |
-
"open_pr_count": 5,
|
| 12633 |
-
"merged_pr_rate": 0.4286,
|
| 12634 |
-
"closed_unmerged_pr_rate": 0.2143,
|
| 12635 |
-
"still_open_pr_rate": 0.3571,
|
| 12636 |
-
"distinct_repos_with_authored_prs": 9,
|
| 12637 |
-
"distinct_repos_with_open_prs": 5
|
| 12638 |
-
},
|
| 12639 |
-
"examples": {
|
| 12640 |
-
"pull_requests": [
|
| 12641 |
-
{
|
| 12642 |
-
"kind": "pull_request",
|
| 12643 |
-
"number": 46081,
|
| 12644 |
-
"title": "fix(cache): StaticLayer.get_seq_length() should return int not Tensor",
|
| 12645 |
-
"url": "https://github.com/huggingface/transformers/pull/46081",
|
| 12646 |
-
"state": "closed",
|
| 12647 |
-
"merged": false,
|
| 12648 |
-
"draft": false,
|
| 12649 |
-
"created_at": "2026-05-19T17:59:32Z"
|
| 12650 |
-
},
|
| 12651 |
-
{
|
| 12652 |
-
"kind": "pull_request",
|
| 12653 |
-
"number": 45924,
|
| 12654 |
-
"title": "Fix AutoTokenizer using wrong tokenizer class for olmo2, granite, granitemoehybrid, hyperclovax, and ernie models",
|
| 12655 |
-
"url": "https://github.com/huggingface/transformers/pull/45924",
|
| 12656 |
-
"state": "closed",
|
| 12657 |
-
"merged": false,
|
| 12658 |
-
"draft": false,
|
| 12659 |
-
"created_at": "2026-05-12T21:21:10Z"
|
| 12660 |
-
}
|
| 12661 |
-
],
|
| 12662 |
-
"issues": []
|
| 12663 |
-
},
|
| 12664 |
-
"fetch_error": null
|
| 12665 |
-
},
|
| 12666 |
{
|
| 12667 |
"author_login": "ryota-komatsu",
|
| 12668 |
"name": "Ryota Komatsu",
|
|
@@ -15000,12 +14912,12 @@
|
|
| 15000 |
"snapshot_review_count": 0,
|
| 15001 |
"snapshot_review_comment_count": 0,
|
| 15002 |
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 15003 |
-
"new_to_repo":
|
| 15004 |
-
"first_seen_in_snapshot":
|
| 15005 |
"known_via_prior_merged_pr": false,
|
| 15006 |
-
"report_reason":
|
| 15007 |
-
"enrichment_source": "
|
| 15008 |
-
"live_refetch_skipped":
|
| 15009 |
"account_age_days": 912,
|
| 15010 |
"young_account": false,
|
| 15011 |
"follow_through_score": "weak",
|
|
@@ -16084,63 +15996,6 @@
|
|
| 16084 |
},
|
| 16085 |
"fetch_error": null
|
| 16086 |
},
|
| 16087 |
-
{
|
| 16088 |
-
"author_login": "atharvajoshi10",
|
| 16089 |
-
"name": "Atharva Joshi",
|
| 16090 |
-
"profile_url": "https://github.com/atharvajoshi10",
|
| 16091 |
-
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aatharvajoshi10",
|
| 16092 |
-
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aatharvajoshi10",
|
| 16093 |
-
"repo_first_seen_at": "2026-07-08T22:49:00Z",
|
| 16094 |
-
"repo_last_seen_at": "2026-07-08T22:49:00Z",
|
| 16095 |
-
"repo_primary_artifact_count": 1,
|
| 16096 |
-
"repo_artifact_count": 1,
|
| 16097 |
-
"snapshot_issue_count": 0,
|
| 16098 |
-
"snapshot_pr_count": 1,
|
| 16099 |
-
"snapshot_comment_count": 0,
|
| 16100 |
-
"snapshot_review_count": 0,
|
| 16101 |
-
"snapshot_review_comment_count": 0,
|
| 16102 |
-
"repo_association": "CONTRIBUTOR",
|
| 16103 |
-
"new_to_repo": false,
|
| 16104 |
-
"first_seen_in_snapshot": false,
|
| 16105 |
-
"known_via_prior_merged_pr": true,
|
| 16106 |
-
"report_reason": null,
|
| 16107 |
-
"enrichment_source": "previous_report",
|
| 16108 |
-
"live_refetch_skipped": true,
|
| 16109 |
-
"account_age_days": 3285,
|
| 16110 |
-
"young_account": false,
|
| 16111 |
-
"follow_through_score": "mixed",
|
| 16112 |
-
"breadth_score": "low",
|
| 16113 |
-
"automation_risk_signal": "low",
|
| 16114 |
-
"heuristic_note": "high open PR share; targets high-star repos",
|
| 16115 |
-
"public_orgs": [],
|
| 16116 |
-
"activity": {
|
| 16117 |
-
"visible_authored_pr_count": 4,
|
| 16118 |
-
"merged_pr_count": 2,
|
| 16119 |
-
"closed_unmerged_pr_count": 0,
|
| 16120 |
-
"open_pr_count": 2,
|
| 16121 |
-
"merged_pr_rate": 0.5,
|
| 16122 |
-
"closed_unmerged_pr_rate": 0.0,
|
| 16123 |
-
"still_open_pr_rate": 0.5,
|
| 16124 |
-
"distinct_repos_with_authored_prs": 2,
|
| 16125 |
-
"distinct_repos_with_open_prs": 2
|
| 16126 |
-
},
|
| 16127 |
-
"examples": {
|
| 16128 |
-
"pull_requests": [
|
| 16129 |
-
{
|
| 16130 |
-
"kind": "pull_request",
|
| 16131 |
-
"number": 47181,
|
| 16132 |
-
"title": "Add Cosmos3 Edge model support",
|
| 16133 |
-
"url": "https://github.com/huggingface/transformers/pull/47181",
|
| 16134 |
-
"state": "closed",
|
| 16135 |
-
"merged": true,
|
| 16136 |
-
"draft": false,
|
| 16137 |
-
"created_at": "2026-07-08T22:49:00Z"
|
| 16138 |
-
}
|
| 16139 |
-
],
|
| 16140 |
-
"issues": []
|
| 16141 |
-
},
|
| 16142 |
-
"fetch_error": null
|
| 16143 |
-
},
|
| 16144 |
{
|
| 16145 |
"author_login": "atri2549",
|
| 16146 |
"name": "zsl2549",
|
|
@@ -18625,12 +18480,12 @@
|
|
| 18625 |
"snapshot_review_count": 0,
|
| 18626 |
"snapshot_review_comment_count": 0,
|
| 18627 |
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 18628 |
-
"new_to_repo":
|
| 18629 |
-
"first_seen_in_snapshot":
|
| 18630 |
"known_via_prior_merged_pr": false,
|
| 18631 |
-
"report_reason":
|
| 18632 |
-
"enrichment_source": "
|
| 18633 |
-
"live_refetch_skipped":
|
| 18634 |
"account_age_days": 1756,
|
| 18635 |
"young_account": false,
|
| 18636 |
"follow_through_score": "weak",
|
|
@@ -23084,6 +22939,63 @@
|
|
| 23084 |
},
|
| 23085 |
"fetch_error": null
|
| 23086 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 23087 |
{
|
| 23088 |
"author_login": "Shashank-Tripathi-07",
|
| 23089 |
"name": "Rocky",
|
|
|
|
| 1 |
{
|
| 2 |
"schema_version": "1.0",
|
| 3 |
"repo": "huggingface/transformers",
|
| 4 |
+
"snapshot_id": "20260718T180026Z",
|
| 5 |
+
"generated_at": "2026-07-18T18:00:57Z",
|
| 6 |
"window_days": 60,
|
| 7 |
"max_authors": 0,
|
| 8 |
"instrumentation": {
|
| 9 |
+
"selected_contributors": 362,
|
| 10 |
+
"first_seen_in_snapshot": 1,
|
| 11 |
+
"known_via_prior_merged_pr": 155,
|
| 12 |
+
"previous_primary_author_count": 1613,
|
| 13 |
"selected_seen_in_previous_primary": 361,
|
| 14 |
"previous_report_contributor_count": 363,
|
| 15 |
"selected_overlap_previous_report": 361,
|
| 16 |
+
"selected_overlap_previous_report_rate": 0.9972,
|
| 17 |
"reused_previous_report_entries": 357,
|
| 18 |
+
"reused_known_merged_contributors": 151,
|
| 19 |
+
"live_fetches": 5,
|
| 20 |
"window_anchor": "run_time",
|
| 21 |
"window_anchor_cacheable": false,
|
| 22 |
+
"enrichment_elapsed_seconds": 2.318,
|
| 23 |
+
"enrichment_avg_seconds_per_author": 0.006,
|
| 24 |
"enrichment_failures": 4
|
| 25 |
},
|
| 26 |
"contributors": [
|
|
|
|
| 3416 |
{
|
| 3417 |
"kind": "pull_request",
|
| 3418 |
"number": 47336,
|
| 3419 |
+
"title": "[Offloading] [Bugfix] Fix fully offloaded model saving",
|
| 3420 |
"url": "https://github.com/huggingface/transformers/pull/47336",
|
| 3421 |
"state": "open",
|
| 3422 |
"merged": false,
|
|
|
|
| 8714 |
},
|
| 8715 |
"fetch_error": null
|
| 8716 |
},
|
| 8717 |
+
{
|
| 8718 |
+
"author_login": "atharvajoshi10",
|
| 8719 |
+
"name": "Atharva Joshi",
|
| 8720 |
+
"profile_url": "https://github.com/atharvajoshi10",
|
| 8721 |
+
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aatharvajoshi10",
|
| 8722 |
+
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aatharvajoshi10",
|
| 8723 |
+
"repo_first_seen_at": "2026-07-08T22:49:00Z",
|
| 8724 |
+
"repo_last_seen_at": "2026-07-18T18:00:03Z",
|
| 8725 |
+
"repo_primary_artifact_count": 2,
|
| 8726 |
+
"repo_artifact_count": 2,
|
| 8727 |
+
"snapshot_issue_count": 0,
|
| 8728 |
+
"snapshot_pr_count": 2,
|
| 8729 |
+
"snapshot_comment_count": 0,
|
| 8730 |
+
"snapshot_review_count": 0,
|
| 8731 |
+
"snapshot_review_comment_count": 0,
|
| 8732 |
+
"repo_association": "CONTRIBUTOR",
|
| 8733 |
+
"new_to_repo": false,
|
| 8734 |
+
"first_seen_in_snapshot": false,
|
| 8735 |
+
"known_via_prior_merged_pr": true,
|
| 8736 |
+
"report_reason": null,
|
| 8737 |
+
"enrichment_source": "previous_report",
|
| 8738 |
+
"live_refetch_skipped": true,
|
| 8739 |
+
"account_age_days": 3285,
|
| 8740 |
+
"young_account": false,
|
| 8741 |
+
"follow_through_score": "mixed",
|
| 8742 |
+
"breadth_score": "low",
|
| 8743 |
+
"automation_risk_signal": "low",
|
| 8744 |
+
"heuristic_note": "high open PR share; targets high-star repos",
|
| 8745 |
+
"public_orgs": [],
|
| 8746 |
+
"activity": {
|
| 8747 |
+
"visible_authored_pr_count": 4,
|
| 8748 |
+
"merged_pr_count": 2,
|
| 8749 |
+
"closed_unmerged_pr_count": 0,
|
| 8750 |
+
"open_pr_count": 2,
|
| 8751 |
+
"merged_pr_rate": 0.5,
|
| 8752 |
+
"closed_unmerged_pr_rate": 0.0,
|
| 8753 |
+
"still_open_pr_rate": 0.5,
|
| 8754 |
+
"distinct_repos_with_authored_prs": 2,
|
| 8755 |
+
"distinct_repos_with_open_prs": 2
|
| 8756 |
+
},
|
| 8757 |
+
"examples": {
|
| 8758 |
+
"pull_requests": [
|
| 8759 |
+
{
|
| 8760 |
+
"kind": "pull_request",
|
| 8761 |
+
"number": 47399,
|
| 8762 |
+
"title": "Fix Cosmos 3 Edge Patch packing order",
|
| 8763 |
+
"url": "https://github.com/huggingface/transformers/pull/47399",
|
| 8764 |
+
"state": "open",
|
| 8765 |
+
"merged": false,
|
| 8766 |
+
"draft": false,
|
| 8767 |
+
"created_at": "2026-07-18T18:00:03Z"
|
| 8768 |
+
},
|
| 8769 |
+
{
|
| 8770 |
+
"kind": "pull_request",
|
| 8771 |
+
"number": 47181,
|
| 8772 |
+
"title": "Add Cosmos3 Edge model support",
|
| 8773 |
+
"url": "https://github.com/huggingface/transformers/pull/47181",
|
| 8774 |
+
"state": "closed",
|
| 8775 |
+
"merged": true,
|
| 8776 |
+
"draft": false,
|
| 8777 |
+
"created_at": "2026-07-08T22:49:00Z"
|
| 8778 |
+
}
|
| 8779 |
+
],
|
| 8780 |
+
"issues": []
|
| 8781 |
+
},
|
| 8782 |
+
"fetch_error": null
|
| 8783 |
+
},
|
| 8784 |
{
|
| 8785 |
"author_login": "bglglzd",
|
| 8786 |
"name": null,
|
|
|
|
| 11827 |
},
|
| 11828 |
"fetch_error": null
|
| 11829 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11830 |
{
|
| 11831 |
"author_login": "Wauplin",
|
| 11832 |
"name": "Lucain",
|
|
|
|
| 12575 |
},
|
| 12576 |
"fetch_error": null
|
| 12577 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 12578 |
{
|
| 12579 |
"author_login": "ryota-komatsu",
|
| 12580 |
"name": "Ryota Komatsu",
|
|
|
|
| 14912 |
"snapshot_review_count": 0,
|
| 14913 |
"snapshot_review_comment_count": 0,
|
| 14914 |
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 14915 |
+
"new_to_repo": false,
|
| 14916 |
+
"first_seen_in_snapshot": false,
|
| 14917 |
"known_via_prior_merged_pr": false,
|
| 14918 |
+
"report_reason": null,
|
| 14919 |
+
"enrichment_source": "previous_report",
|
| 14920 |
+
"live_refetch_skipped": true,
|
| 14921 |
"account_age_days": 912,
|
| 14922 |
"young_account": false,
|
| 14923 |
"follow_through_score": "weak",
|
|
|
|
| 15996 |
},
|
| 15997 |
"fetch_error": null
|
| 15998 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 15999 |
{
|
| 16000 |
"author_login": "atri2549",
|
| 16001 |
"name": "zsl2549",
|
|
|
|
| 18480 |
"snapshot_review_count": 0,
|
| 18481 |
"snapshot_review_comment_count": 0,
|
| 18482 |
"repo_association": "FIRST_TIME_CONTRIBUTOR",
|
| 18483 |
+
"new_to_repo": false,
|
| 18484 |
+
"first_seen_in_snapshot": false,
|
| 18485 |
"known_via_prior_merged_pr": false,
|
| 18486 |
+
"report_reason": null,
|
| 18487 |
+
"enrichment_source": "previous_report",
|
| 18488 |
+
"live_refetch_skipped": true,
|
| 18489 |
"account_age_days": 1756,
|
| 18490 |
"young_account": false,
|
| 18491 |
"follow_through_score": "weak",
|
|
|
|
| 22939 |
},
|
| 22940 |
"fetch_error": null
|
| 22941 |
},
|
| 22942 |
+
{
|
| 22943 |
+
"author_login": "shark8pepper-eng",
|
| 22944 |
+
"name": null,
|
| 22945 |
+
"profile_url": "https://github.com/shark8pepper-eng",
|
| 22946 |
+
"repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ashark8pepper-eng",
|
| 22947 |
+
"repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ashark8pepper-eng",
|
| 22948 |
+
"repo_first_seen_at": "2026-07-18T14:10:28Z",
|
| 22949 |
+
"repo_last_seen_at": "2026-07-18T14:10:28Z",
|
| 22950 |
+
"repo_primary_artifact_count": 1,
|
| 22951 |
+
"repo_artifact_count": 1,
|
| 22952 |
+
"snapshot_issue_count": 0,
|
| 22953 |
+
"snapshot_pr_count": 1,
|
| 22954 |
+
"snapshot_comment_count": 0,
|
| 22955 |
+
"snapshot_review_count": 0,
|
| 22956 |
+
"snapshot_review_comment_count": 0,
|
| 22957 |
+
"repo_association": "FIRST_TIMER",
|
| 22958 |
+
"new_to_repo": true,
|
| 22959 |
+
"first_seen_in_snapshot": true,
|
| 22960 |
+
"known_via_prior_merged_pr": false,
|
| 22961 |
+
"report_reason": "first_seen_in_snapshot",
|
| 22962 |
+
"enrichment_source": "live",
|
| 22963 |
+
"live_refetch_skipped": false,
|
| 22964 |
+
"account_age_days": 0,
|
| 22965 |
+
"young_account": true,
|
| 22966 |
+
"follow_through_score": "weak",
|
| 22967 |
+
"breadth_score": "low",
|
| 22968 |
+
"automation_risk_signal": "medium",
|
| 22969 |
+
"heuristic_note": "very new account; high open PR share; no visible non-self stars; targets high-star repos",
|
| 22970 |
+
"public_orgs": [],
|
| 22971 |
+
"activity": {
|
| 22972 |
+
"visible_authored_pr_count": 1,
|
| 22973 |
+
"merged_pr_count": 0,
|
| 22974 |
+
"closed_unmerged_pr_count": 0,
|
| 22975 |
+
"open_pr_count": 1,
|
| 22976 |
+
"merged_pr_rate": 0.0,
|
| 22977 |
+
"closed_unmerged_pr_rate": 0.0,
|
| 22978 |
+
"still_open_pr_rate": 1.0,
|
| 22979 |
+
"distinct_repos_with_authored_prs": 1,
|
| 22980 |
+
"distinct_repos_with_open_prs": 1
|
| 22981 |
+
},
|
| 22982 |
+
"examples": {
|
| 22983 |
+
"pull_requests": [
|
| 22984 |
+
{
|
| 22985 |
+
"kind": "pull_request",
|
| 22986 |
+
"number": 47398,
|
| 22987 |
+
"title": "Fix #47355: num_experts fallback instead of override in GlmMoeDsaConfig",
|
| 22988 |
+
"url": "https://github.com/huggingface/transformers/pull/47398",
|
| 22989 |
+
"state": "open",
|
| 22990 |
+
"merged": false,
|
| 22991 |
+
"draft": false,
|
| 22992 |
+
"created_at": "2026-07-18T14:10:28Z"
|
| 22993 |
+
}
|
| 22994 |
+
],
|
| 22995 |
+
"issues": []
|
| 22996 |
+
},
|
| 22997 |
+
"fetch_error": null
|
| 22998 |
+
},
|
| 22999 |
{
|
| 23000 |
"author_login": "Shashank-Tripathi-07",
|
| 23001 |
"name": "Rocky",
|
new-contributors-report.md
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
-
- Snapshot: `
|
| 4 |
-
- Generated: `2026-07-
|
| 5 |
- Activity window: `60d`
|
| 6 |
-
- Contributors: `
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
@@ -113,6 +113,7 @@
|
|
| 113 |
| `Ace3Z` | [profile](https://github.com/Ace3Z) | no | CONTRIBUTOR | 2598d | `2026-05-24T21:47:03Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 114 |
| `Achyuthan-S` | [profile](https://github.com/Achyuthan-S) | no | NONE | 1368d | `2026-06-06T07:20:32Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 115 |
| `aoright` | [profile](https://github.com/aoright) | no | NONE | 1548d | `2026-06-30T04:02:20Z` | 2 | 0 | weak | high | medium | broad repo spread; high open PR share; targets high-star repos |
|
|
|
|
| 116 |
| `bglglzd` | [profile](https://github.com/bglglzd) | no | NONE | 213d | `2026-07-12T08:39:28Z` | 2 | 0 | weak | high | medium | young account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
|
| 117 |
| `Bhavana998` | [profile](https://github.com/Bhavana998) | no | FIRST_TIME_CONTRIBUTOR | 447d | `2026-06-05T15:57:49Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 118 |
| `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
|
|
@@ -155,7 +156,6 @@
|
|
| 155 |
| `fyhon` | [profile](https://github.com/fyhon) | no | FIRST_TIME_CONTRIBUTOR | 1467d | `2026-05-06T09:12:14Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 156 |
| `orbisai0security` | [profile](https://github.com/orbisai0security) | no | NONE | 242d | `2026-03-30T15:02:06Z` | 3 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share |
|
| 157 |
| `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 158 |
-
| `oliverholworthy` | [profile](https://github.com/oliverholworthy) | no | CONTRIBUTOR | 5290d | `2026-01-26T21:42:45Z` | 2 | 2 | weak | moderate | low | high open PR share |
|
| 159 |
| `Wauplin` | [profile](https://github.com/Wauplin) | no | MEMBER | 4075d | `2025-12-02T12:54:40Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
|
| 160 |
| `adil-a` | [profile](https://github.com/adil-a) | no | CONTRIBUTOR | 2704d | `2026-02-26T17:57:16Z` | 2 | 0 | mixed | moderate | low | high recent PR volume |
|
| 161 |
| `ArjunSrivastava1` | [profile](https://github.com/ArjunSrivastava1) | no | CONTRIBUTOR | 430d | `2026-05-07T18:36:08Z` | 2 | 0 | weak | moderate | low | high open PR share |
|
|
@@ -167,7 +167,6 @@
|
|
| 167 |
| `lucianommartins` | [profile](https://github.com/lucianommartins) | no | CONTRIBUTOR | 3503d | `2026-04-05T22:07:53Z` | 2 | 0 | weak | low | low | no visible non-self stars; targets high-star repos |
|
| 168 |
| `otjdiepluong` | [profile](https://github.com/otjdiepluong) | no | NONE | 32d | `2026-05-14T03:52:29Z` | 2 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 169 |
| `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 170 |
-
| `rmotgi1227` | [profile](https://github.com/rmotgi1227) | no | NONE | 295d | `2026-05-12T21:21:10Z` | 2 | 0 | mixed | moderate | low | young account; targets high-star repos |
|
| 171 |
| `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | CONTRIBUTOR | 1796d | `2026-04-06T18:01:42Z` | 2 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
|
| 172 |
| `WilliamRoyNelson` | [profile](https://github.com/WilliamRoyNelson) | no | CONTRIBUTOR | 4404d | `2026-02-03T01:06:06Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 173 |
| `zRzRzRzRzRzRzR` | [profile](https://github.com/zRzRzRzRzRzRzR) | no | CONTRIBUTOR | 1671d | `2026-01-21T13:37:27Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
|
|
@@ -201,7 +200,7 @@
|
|
| 201 |
| `sisaman` | [profile](https://github.com/sisaman) | no | CONTRIBUTOR | 4905d | `2026-06-17T15:54:08Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
|
| 202 |
| `sohumt123` | [profile](https://github.com/sohumt123) | no | NONE | 451d | `2026-07-14T16:42:44Z` | 1 | 1 | weak | high | medium | broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 203 |
| `XanxusCrypto` | [profile](https://github.com/XanxusCrypto) | no | CONTRIBUTOR | 3282d | `2026-04-02T09:17:32Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 204 |
-
| `Yigtwxx` | [profile](https://github.com/Yigtwxx) |
|
| 205 |
| `abderahmane-ai` | [profile](https://github.com/abderahmane-ai) | no | NONE | 294d | `2026-06-18T22:40:41Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 206 |
| `adhavan18` | [profile](https://github.com/adhavan18) | no | NONE | 1585d | `2026-06-15T11:44:11Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
|
| 207 |
| `Aditya-ad48` | [profile](https://github.com/Aditya-ad48) | no | FIRST_TIME_CONTRIBUTOR | 705d | `2026-05-24T09:20:39Z` | 1 | 0 | weak | moderate | low | high open PR share |
|
|
@@ -220,7 +219,6 @@
|
|
| 220 |
| `arnavnaik22` | [profile](https://github.com/arnavnaik22) | no | NONE | 597d | `2026-06-05T19:41:55Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
|
| 221 |
| `ash01825` | [profile](https://github.com/ash01825) | no | FIRST_TIME_CONTRIBUTOR | 930d | `2026-06-13T15:51:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 222 |
| `ashusnapx` | [profile](https://github.com/ashusnapx) | no | NONE | 2034d | `2026-07-09T00:36:56Z` | 1 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
| 223 |
-
| `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | no | CONTRIBUTOR | 3285d | `2026-07-08T22:49:00Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 224 |
| `atri2549` | [profile](https://github.com/atri2549) | no | FIRST_TIMER | 1108d | `2026-07-01T09:25:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 225 |
| `AUTHENSOR` | [profile](https://github.com/AUTHENSOR) | no | FIRST_TIME_CONTRIBUTOR | 201d | `2026-07-10T04:12:27Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 226 |
| `AyushDas4890` | [profile](https://github.com/AyushDas4890) | no | FIRST_TIME_CONTRIBUTOR | 966d | `2026-07-02T04:24:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
|
@@ -264,7 +262,7 @@
|
|
| 264 |
| `guinik` | [profile](https://github.com/guinik) | no | FIRST_TIME_CONTRIBUTOR | 1302d | `2026-05-23T07:48:33Z` | 1 | 0 | strong | low | low | — |
|
| 265 |
| `HamzaDogann` | [profile](https://github.com/HamzaDogann) | no | NONE | 1672d | `2026-05-21T15:32:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 266 |
| `Hannan-Komari` | [profile](https://github.com/Hannan-Komari) | no | NONE | 1308d | `2026-06-03T10:28:04Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
|
| 267 |
-
| `hanu-14` | [profile](https://github.com/hanu-14) |
|
| 268 |
| `Haris-bin-shakeel` | [profile](https://github.com/Haris-bin-shakeel) | no | NONE | 589d | `2026-06-08T18:36:43Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 269 |
| `harryjulian` | [profile](https://github.com/harryjulian) | no | FIRST_TIME_CONTRIBUTOR | 1554d | `2026-07-07T15:04:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 270 |
| `hashwnath` | [profile](https://github.com/hashwnath) | no | NONE | 2510d | `2026-06-23T04:36:24Z` | 1 | 0 | mixed | high | low | broad repo spread; high open PR share |
|
|
@@ -342,6 +340,7 @@
|
|
| 342 |
| `ShamSaleem` | [profile](https://github.com/ShamSaleem) | no | CONTRIBUTOR | 1520d | `2026-06-22T07:57:42Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 343 |
| `Shanmuk4622` | [profile](https://github.com/Shanmuk4622) | no | NONE | 948d | `2026-05-28T06:31:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 344 |
| `ShareLer` | [profile](https://github.com/ShareLer) | no | FIRST_TIME_CONTRIBUTOR | 2684d | `2026-07-08T10:26:48Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 345 |
| `Shashank-Tripathi-07` | [profile](https://github.com/Shashank-Tripathi-07) | no | NONE | 644d | `2026-05-20T15:18:30Z` | 1 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 346 |
| `shoushinya123` | [profile](https://github.com/shoushinya123) | no | CONTRIBUTOR | 669d | `2026-06-13T11:44:09Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
|
| 347 |
| `shreyescodes` | [profile](https://github.com/shreyescodes) | no | NONE | 1108d | `2026-06-17T07:30:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
@@ -1307,7 +1306,7 @@ Example artifacts:
|
|
| 1307 |
|
| 1308 |
Example artifacts:
|
| 1309 |
- [PR #47387: [WIP] Support one-to-many conversions](https://github.com/huggingface/transformers/pull/47387) — open
|
| 1310 |
-
- [PR #47336: [Offloading] Fix fully offloaded model saving](https://github.com/huggingface/transformers/pull/47336) — open
|
| 1311 |
- [PR #46965: [Model] Support `use_cache=False` for DeepSeek V4](https://github.com/huggingface/transformers/pull/46965) — closed, merged
|
| 1312 |
- [Issue #47333: [Offloading] Cannot save disk-offloaded `Qwen/Qwen3-30B-A3B`](https://github.com/huggingface/transformers/issues/47333) — open
|
| 1313 |
- [Issue #47332: [Offloading] Cannot save disk-offloaded `Qwen3-VL-32B-Instruct`](https://github.com/huggingface/transformers/issues/47332) — closed
|
|
@@ -2829,6 +2828,28 @@ Example artifacts:
|
|
| 2829 |
- [PR #46987: fix(models): fix MPS float64 type compatibility crashes for MusicFlamingo and UDOP](https://github.com/huggingface/transformers/pull/46987) — closed
|
| 2830 |
- [PR #46973: Fix AttributeError when window_size is set in TimesFm2_5ModelForPrediction](https://github.com/huggingface/transformers/pull/46973) — closed
|
| 2831 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2832 |
### `bglglzd`
|
| 2833 |
|
| 2834 |
- profile: [github.com/bglglzd](https://github.com/bglglzd)
|
|
@@ -3775,30 +3796,6 @@ Example artifacts:
|
|
| 3775 |
- [PR #45837: WIP: fix(deepseek_v4) correct CSA per-query block mask and causal top-k guard in eager attention](https://github.com/huggingface/transformers/pull/45837) — closed, draft
|
| 3776 |
- [PR #45747: Fix split batch size](https://github.com/huggingface/transformers/pull/45747) — closed
|
| 3777 |
|
| 3778 |
-
### `oliverholworthy`
|
| 3779 |
-
|
| 3780 |
-
- profile: [github.com/oliverholworthy](https://github.com/oliverholworthy)
|
| 3781 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aoliverholworthy)
|
| 3782 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aoliverholworthy)
|
| 3783 |
-
- repo first seen: `2026-01-26T21:42:45Z`
|
| 3784 |
-
- repo last seen: `2026-05-19T17:01:20Z`
|
| 3785 |
-
- first seen in snapshot: **no**
|
| 3786 |
-
- repo association: **CONTRIBUTOR**
|
| 3787 |
-
- repo primary artifacts: **4**
|
| 3788 |
-
- snapshot authored PRs/issues: **2 PRs / 2 issues**
|
| 3789 |
-
- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
|
| 3790 |
-
- account age: **5290 days**
|
| 3791 |
-
- recent public PR activity: **20 PRs** (5 merged / 6 closed-unmerged / 9 open; merged rate **25%**, closed-unmerged rate **30%**, open rate **45%**)
|
| 3792 |
-
- public orgs: none visible
|
| 3793 |
-
- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
|
| 3794 |
-
- heuristic read: **high open PR share**
|
| 3795 |
-
|
| 3796 |
-
Example artifacts:
|
| 3797 |
-
- [PR #46079: Fix Gemma4 use_bidirectional_attention="all" mask behavior](https://github.com/huggingface/transformers/pull/46079) — closed, merged
|
| 3798 |
-
- [PR #43509: Guard torch.is_autocast_enabled(device_type) for torch<2.4](https://github.com/huggingface/transformers/pull/43509) — closed
|
| 3799 |
-
- [Issue #46077: Gemma4 `use_bidirectional_attention="all"` still builds causal attention masks](https://github.com/huggingface/transformers/issues/46077) — closed
|
| 3800 |
-
- [Issue #43508: Transformers 5.0.0 calls torch.is_autocast_enabled(device_type) breaking compatibility with torch<2.4](https://github.com/huggingface/transformers/issues/43508) — closed
|
| 3801 |
-
|
| 3802 |
### `Wauplin`
|
| 3803 |
|
| 3804 |
- profile: [github.com/Wauplin](https://github.com/Wauplin)
|
|
@@ -4042,28 +4039,6 @@ Example artifacts:
|
|
| 4042 |
- [PR #46330: Fix: strip EOS token when continue_final_message=True in MistralCommo…](https://github.com/huggingface/transformers/pull/46330) — open
|
| 4043 |
- [PR #45784: fix: remove upper bound on tokenizers version constraint](https://github.com/huggingface/transformers/pull/45784) — closed
|
| 4044 |
|
| 4045 |
-
### `rmotgi1227`
|
| 4046 |
-
|
| 4047 |
-
- profile: [github.com/rmotgi1227](https://github.com/rmotgi1227)
|
| 4048 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Armotgi1227)
|
| 4049 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Armotgi1227)
|
| 4050 |
-
- repo first seen: `2026-05-12T21:21:10Z`
|
| 4051 |
-
- repo last seen: `2026-05-19T17:59:32Z`
|
| 4052 |
-
- first seen in snapshot: **no**
|
| 4053 |
-
- repo association: **NONE**
|
| 4054 |
-
- repo primary artifacts: **2**
|
| 4055 |
-
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 4056 |
-
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 4057 |
-
- account age: **295 days**
|
| 4058 |
-
- recent public PR activity: **14 PRs** (6 merged / 3 closed-unmerged / 5 open; merged rate **43%**, closed-unmerged rate **21%**, open rate **36%**)
|
| 4059 |
-
- public orgs: none visible
|
| 4060 |
-
- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
|
| 4061 |
-
- heuristic read: **young account; targets high-star repos**
|
| 4062 |
-
|
| 4063 |
-
Example artifacts:
|
| 4064 |
-
- [PR #46081: fix(cache): StaticLayer.get_seq_length() should return int not Tensor](https://github.com/huggingface/transformers/pull/46081) — closed
|
| 4065 |
-
- [PR #45924: Fix AutoTokenizer using wrong tokenizer class for olmo2, granite, granitemoehybrid, hyperclovax, and ernie models](https://github.com/huggingface/transformers/pull/45924) — closed
|
| 4066 |
-
|
| 4067 |
### `ryota-komatsu`
|
| 4068 |
|
| 4069 |
- profile: [github.com/ryota-komatsu](https://github.com/ryota-komatsu)
|
|
@@ -4803,7 +4778,7 @@ Example artifacts:
|
|
| 4803 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYigtwxx)
|
| 4804 |
- repo first seen: `2026-07-18T08:03:46Z`
|
| 4805 |
- repo last seen: `2026-07-18T08:05:05Z`
|
| 4806 |
-
- first seen in snapshot: **
|
| 4807 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 4808 |
- repo primary artifacts: **2**
|
| 4809 |
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
|
@@ -5196,27 +5171,6 @@ Example artifacts:
|
|
| 5196 |
Example artifacts:
|
| 5197 |
- [PR #47183: Fix tar-slip/zip-slip arbitrary file write vulnerabilities (CWE-22)](https://github.com/huggingface/transformers/pull/47183) — closed
|
| 5198 |
|
| 5199 |
-
### `atharvajoshi10`
|
| 5200 |
-
|
| 5201 |
-
- profile: [github.com/atharvajoshi10](https://github.com/atharvajoshi10)
|
| 5202 |
-
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aatharvajoshi10)
|
| 5203 |
-
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aatharvajoshi10)
|
| 5204 |
-
- repo first seen: `2026-07-08T22:49:00Z`
|
| 5205 |
-
- repo last seen: `2026-07-08T22:49:00Z`
|
| 5206 |
-
- first seen in snapshot: **no**
|
| 5207 |
-
- repo association: **CONTRIBUTOR**
|
| 5208 |
-
- repo primary artifacts: **1**
|
| 5209 |
-
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 5210 |
-
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 5211 |
-
- account age: **3285 days**
|
| 5212 |
-
- recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
|
| 5213 |
-
- public orgs: none visible
|
| 5214 |
-
- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
|
| 5215 |
-
- heuristic read: **high open PR share; targets high-star repos**
|
| 5216 |
-
|
| 5217 |
-
Example artifacts:
|
| 5218 |
-
- [PR #47181: Add Cosmos3 Edge model support](https://github.com/huggingface/transformers/pull/47181) — closed, merged
|
| 5219 |
-
|
| 5220 |
### `atri2549`
|
| 5221 |
|
| 5222 |
- profile: [github.com/atri2549](https://github.com/atri2549)
|
|
@@ -6127,7 +6081,7 @@ Example artifacts:
|
|
| 6127 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahanu-14)
|
| 6128 |
- repo first seen: `2026-07-18T07:34:31Z`
|
| 6129 |
- repo last seen: `2026-07-18T07:34:31Z`
|
| 6130 |
-
- first seen in snapshot: **
|
| 6131 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 6132 |
- repo primary artifacts: **1**
|
| 6133 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
@@ -7758,6 +7712,27 @@ Example artifacts:
|
|
| 7758 |
Example artifacts:
|
| 7759 |
- [PR #47170: Optimize flash attention max seqlen computation in vision attention](https://github.com/huggingface/transformers/pull/47170) — open
|
| 7760 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 7761 |
### `Shashank-Tripathi-07`
|
| 7762 |
|
| 7763 |
- profile: [github.com/Shashank-Tripathi-07](https://github.com/Shashank-Tripathi-07)
|
|
|
|
| 1 |
# New Contributor Report: huggingface/transformers
|
| 2 |
|
| 3 |
+
- Snapshot: `20260718T180026Z`
|
| 4 |
+
- Generated: `2026-07-18T18:00:57Z`
|
| 5 |
- Activity window: `60d`
|
| 6 |
+
- Contributors: `362`
|
| 7 |
|
| 8 |
## Summary
|
| 9 |
|
|
|
|
| 113 |
| `Ace3Z` | [profile](https://github.com/Ace3Z) | no | CONTRIBUTOR | 2598d | `2026-05-24T21:47:03Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 114 |
| `Achyuthan-S` | [profile](https://github.com/Achyuthan-S) | no | NONE | 1368d | `2026-06-06T07:20:32Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 115 |
| `aoright` | [profile](https://github.com/aoright) | no | NONE | 1548d | `2026-06-30T04:02:20Z` | 2 | 0 | weak | high | medium | broad repo spread; high open PR share; targets high-star repos |
|
| 116 |
+
| `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | no | CONTRIBUTOR | 3285d | `2026-07-08T22:49:00Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 117 |
| `bglglzd` | [profile](https://github.com/bglglzd) | no | NONE | 213d | `2026-07-12T08:39:28Z` | 2 | 0 | weak | high | medium | young account; high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
|
| 118 |
| `Bhavana998` | [profile](https://github.com/Bhavana998) | no | FIRST_TIME_CONTRIBUTOR | 447d | `2026-06-05T15:57:49Z` | 2 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 119 |
| `blipbyte` | [profile](https://github.com/blipbyte) | no | CONTRIBUTOR | 2606d | `2026-05-20T19:46:05Z` | 2 | 0 | n/a | low | low | no visible non-self stars |
|
|
|
|
| 156 |
| `fyhon` | [profile](https://github.com/fyhon) | no | FIRST_TIME_CONTRIBUTOR | 1467d | `2026-05-06T09:12:14Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 157 |
| `orbisai0security` | [profile](https://github.com/orbisai0security) | no | NONE | 242d | `2026-03-30T15:02:06Z` | 3 | 0 | weak | very high | high | young account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; high open PR share |
|
| 158 |
| `Prachi-kushwaha` | [profile](https://github.com/Prachi-kushwaha) | no | FIRST_TIME_CONTRIBUTOR | 1556d | `2026-03-07T22:12:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 159 |
| `Wauplin` | [profile](https://github.com/Wauplin) | no | MEMBER | 4075d | `2025-12-02T12:54:40Z` | 2 | 1 | strong | moderate | low | high recent PR volume |
|
| 160 |
| `adil-a` | [profile](https://github.com/adil-a) | no | CONTRIBUTOR | 2704d | `2026-02-26T17:57:16Z` | 2 | 0 | mixed | moderate | low | high recent PR volume |
|
| 161 |
| `ArjunSrivastava1` | [profile](https://github.com/ArjunSrivastava1) | no | CONTRIBUTOR | 430d | `2026-05-07T18:36:08Z` | 2 | 0 | weak | moderate | low | high open PR share |
|
|
|
|
| 167 |
| `lucianommartins` | [profile](https://github.com/lucianommartins) | no | CONTRIBUTOR | 3503d | `2026-04-05T22:07:53Z` | 2 | 0 | weak | low | low | no visible non-self stars; targets high-star repos |
|
| 168 |
| `otjdiepluong` | [profile](https://github.com/otjdiepluong) | no | NONE | 32d | `2026-05-14T03:52:29Z` | 2 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 169 |
| `ranjithchinnanan` | [profile](https://github.com/ranjithchinnanan) | no | FIRST_TIME_CONTRIBUTOR | 1911d | `2026-05-05T12:03:53Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 170 |
| `ryota-komatsu` | [profile](https://github.com/ryota-komatsu) | no | CONTRIBUTOR | 1796d | `2026-04-06T18:01:42Z` | 2 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
|
| 171 |
| `WilliamRoyNelson` | [profile](https://github.com/WilliamRoyNelson) | no | CONTRIBUTOR | 4404d | `2026-02-03T01:06:06Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 172 |
| `zRzRzRzRzRzRzR` | [profile](https://github.com/zRzRzRzRzRzRzR) | no | CONTRIBUTOR | 1671d | `2026-01-21T13:37:27Z` | 2 | 0 | strong | moderate | low | targets high-star repos |
|
|
|
|
| 200 |
| `sisaman` | [profile](https://github.com/sisaman) | no | CONTRIBUTOR | 4905d | `2026-06-17T15:54:08Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
|
| 201 |
| `sohumt123` | [profile](https://github.com/sohumt123) | no | NONE | 451d | `2026-07-14T16:42:44Z` | 1 | 1 | weak | high | medium | broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 202 |
| `XanxusCrypto` | [profile](https://github.com/XanxusCrypto) | no | CONTRIBUTOR | 3282d | `2026-04-02T09:17:32Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
|
| 203 |
+
| `Yigtwxx` | [profile](https://github.com/Yigtwxx) | no | FIRST_TIME_CONTRIBUTOR | 912d | `2026-07-18T08:03:46Z` | 1 | 1 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
|
| 204 |
| `abderahmane-ai` | [profile](https://github.com/abderahmane-ai) | no | NONE | 294d | `2026-06-18T22:40:41Z` | 1 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
|
| 205 |
| `adhavan18` | [profile](https://github.com/adhavan18) | no | NONE | 1585d | `2026-06-15T11:44:11Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share; targets high-star repos |
|
| 206 |
| `Aditya-ad48` | [profile](https://github.com/Aditya-ad48) | no | FIRST_TIME_CONTRIBUTOR | 705d | `2026-05-24T09:20:39Z` | 1 | 0 | weak | moderate | low | high open PR share |
|
|
|
|
| 219 |
| `arnavnaik22` | [profile](https://github.com/arnavnaik22) | no | NONE | 597d | `2026-06-05T19:41:55Z` | 1 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
|
| 220 |
| `ash01825` | [profile](https://github.com/ash01825) | no | FIRST_TIME_CONTRIBUTOR | 930d | `2026-06-13T15:51:08Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 221 |
| `ashusnapx` | [profile](https://github.com/ashusnapx) | no | NONE | 2034d | `2026-07-09T00:36:56Z` | 1 | 0 | weak | moderate | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
|
|
|
|
| 222 |
| `atri2549` | [profile](https://github.com/atri2549) | no | FIRST_TIMER | 1108d | `2026-07-01T09:25:24Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
|
| 223 |
| `AUTHENSOR` | [profile](https://github.com/AUTHENSOR) | no | FIRST_TIME_CONTRIBUTOR | 201d | `2026-07-10T04:12:27Z` | 1 | 0 | weak | very high | medium | young account; high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
|
| 224 |
| `AyushDas4890` | [profile](https://github.com/AyushDas4890) | no | FIRST_TIME_CONTRIBUTOR | 966d | `2026-07-02T04:24:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
|
|
|
| 262 |
| `guinik` | [profile](https://github.com/guinik) | no | FIRST_TIME_CONTRIBUTOR | 1302d | `2026-05-23T07:48:33Z` | 1 | 0 | strong | low | low | — |
|
| 263 |
| `HamzaDogann` | [profile](https://github.com/HamzaDogann) | no | NONE | 1672d | `2026-05-21T15:32:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 264 |
| `Hannan-Komari` | [profile](https://github.com/Hannan-Komari) | no | NONE | 1308d | `2026-06-03T10:28:04Z` | 1 | 0 | mixed | moderate | low | many recent closed-unmerged PRs; no visible non-self stars |
|
| 265 |
+
| `hanu-14` | [profile](https://github.com/hanu-14) | no | FIRST_TIME_CONTRIBUTOR | 1756d | `2026-07-18T07:34:31Z` | 1 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
|
| 266 |
| `Haris-bin-shakeel` | [profile](https://github.com/Haris-bin-shakeel) | no | NONE | 589d | `2026-06-08T18:36:43Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 267 |
| `harryjulian` | [profile](https://github.com/harryjulian) | no | FIRST_TIME_CONTRIBUTOR | 1554d | `2026-07-07T15:04:12Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
| 268 |
| `hashwnath` | [profile](https://github.com/hashwnath) | no | NONE | 2510d | `2026-06-23T04:36:24Z` | 1 | 0 | mixed | high | low | broad repo spread; high open PR share |
|
|
|
|
| 340 |
| `ShamSaleem` | [profile](https://github.com/ShamSaleem) | no | CONTRIBUTOR | 1520d | `2026-06-22T07:57:42Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
|
| 341 |
| `Shanmuk4622` | [profile](https://github.com/Shanmuk4622) | no | NONE | 948d | `2026-05-28T06:31:56Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
|
| 342 |
| `ShareLer` | [profile](https://github.com/ShareLer) | no | FIRST_TIME_CONTRIBUTOR | 2684d | `2026-07-08T10:26:48Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
|
| 343 |
+
| `shark8pepper-eng` | [profile](https://github.com/shark8pepper-eng) | yes | FIRST_TIMER | 0d | `2026-07-18T14:10:28Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
|
| 344 |
| `Shashank-Tripathi-07` | [profile](https://github.com/Shashank-Tripathi-07) | no | NONE | 644d | `2026-05-20T15:18:30Z` | 1 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
|
| 345 |
| `shoushinya123` | [profile](https://github.com/shoushinya123) | no | CONTRIBUTOR | 669d | `2026-06-13T11:44:09Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars |
|
| 346 |
| `shreyescodes` | [profile](https://github.com/shreyescodes) | no | NONE | 1108d | `2026-06-17T07:30:01Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
|
|
|
|
| 1306 |
|
| 1307 |
Example artifacts:
|
| 1308 |
- [PR #47387: [WIP] Support one-to-many conversions](https://github.com/huggingface/transformers/pull/47387) — open
|
| 1309 |
+
- [PR #47336: [Offloading] [Bugfix] Fix fully offloaded model saving](https://github.com/huggingface/transformers/pull/47336) — open
|
| 1310 |
- [PR #46965: [Model] Support `use_cache=False` for DeepSeek V4](https://github.com/huggingface/transformers/pull/46965) — closed, merged
|
| 1311 |
- [Issue #47333: [Offloading] Cannot save disk-offloaded `Qwen/Qwen3-30B-A3B`](https://github.com/huggingface/transformers/issues/47333) — open
|
| 1312 |
- [Issue #47332: [Offloading] Cannot save disk-offloaded `Qwen3-VL-32B-Instruct`](https://github.com/huggingface/transformers/issues/47332) — closed
|
|
|
|
| 2828 |
- [PR #46987: fix(models): fix MPS float64 type compatibility crashes for MusicFlamingo and UDOP](https://github.com/huggingface/transformers/pull/46987) — closed
|
| 2829 |
- [PR #46973: Fix AttributeError when window_size is set in TimesFm2_5ModelForPrediction](https://github.com/huggingface/transformers/pull/46973) — closed
|
| 2830 |
|
| 2831 |
+
### `atharvajoshi10`
|
| 2832 |
+
|
| 2833 |
+
- profile: [github.com/atharvajoshi10](https://github.com/atharvajoshi10)
|
| 2834 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aatharvajoshi10)
|
| 2835 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aatharvajoshi10)
|
| 2836 |
+
- repo first seen: `2026-07-08T22:49:00Z`
|
| 2837 |
+
- repo last seen: `2026-07-18T18:00:03Z`
|
| 2838 |
+
- first seen in snapshot: **no**
|
| 2839 |
+
- repo association: **CONTRIBUTOR**
|
| 2840 |
+
- repo primary artifacts: **2**
|
| 2841 |
+
- snapshot authored PRs/issues: **2 PRs / 0 issues**
|
| 2842 |
+
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 2843 |
+
- account age: **3285 days**
|
| 2844 |
+
- recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
|
| 2845 |
+
- public orgs: none visible
|
| 2846 |
+
- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
|
| 2847 |
+
- heuristic read: **high open PR share; targets high-star repos**
|
| 2848 |
+
|
| 2849 |
+
Example artifacts:
|
| 2850 |
+
- [PR #47399: Fix Cosmos 3 Edge Patch packing order](https://github.com/huggingface/transformers/pull/47399) — open
|
| 2851 |
+
- [PR #47181: Add Cosmos3 Edge model support](https://github.com/huggingface/transformers/pull/47181) — closed, merged
|
| 2852 |
+
|
| 2853 |
### `bglglzd`
|
| 2854 |
|
| 2855 |
- profile: [github.com/bglglzd](https://github.com/bglglzd)
|
|
|
|
| 3796 |
- [PR #45837: WIP: fix(deepseek_v4) correct CSA per-query block mask and causal top-k guard in eager attention](https://github.com/huggingface/transformers/pull/45837) — closed, draft
|
| 3797 |
- [PR #45747: Fix split batch size](https://github.com/huggingface/transformers/pull/45747) — closed
|
| 3798 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3799 |
### `Wauplin`
|
| 3800 |
|
| 3801 |
- profile: [github.com/Wauplin](https://github.com/Wauplin)
|
|
|
|
| 4039 |
- [PR #46330: Fix: strip EOS token when continue_final_message=True in MistralCommo…](https://github.com/huggingface/transformers/pull/46330) — open
|
| 4040 |
- [PR #45784: fix: remove upper bound on tokenizers version constraint](https://github.com/huggingface/transformers/pull/45784) — closed
|
| 4041 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4042 |
### `ryota-komatsu`
|
| 4043 |
|
| 4044 |
- profile: [github.com/ryota-komatsu](https://github.com/ryota-komatsu)
|
|
|
|
| 4778 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AYigtwxx)
|
| 4779 |
- repo first seen: `2026-07-18T08:03:46Z`
|
| 4780 |
- repo last seen: `2026-07-18T08:05:05Z`
|
| 4781 |
+
- first seen in snapshot: **no**
|
| 4782 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 4783 |
- repo primary artifacts: **2**
|
| 4784 |
- snapshot authored PRs/issues: **1 PRs / 1 issues**
|
|
|
|
| 5171 |
Example artifacts:
|
| 5172 |
- [PR #47183: Fix tar-slip/zip-slip arbitrary file write vulnerabilities (CWE-22)](https://github.com/huggingface/transformers/pull/47183) — closed
|
| 5173 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 5174 |
### `atri2549`
|
| 5175 |
|
| 5176 |
- profile: [github.com/atri2549](https://github.com/atri2549)
|
|
|
|
| 6081 |
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahanu-14)
|
| 6082 |
- repo first seen: `2026-07-18T07:34:31Z`
|
| 6083 |
- repo last seen: `2026-07-18T07:34:31Z`
|
| 6084 |
+
- first seen in snapshot: **no**
|
| 6085 |
- repo association: **FIRST_TIME_CONTRIBUTOR**
|
| 6086 |
- repo primary artifacts: **1**
|
| 6087 |
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
|
|
|
| 7712 |
Example artifacts:
|
| 7713 |
- [PR #47170: Optimize flash attention max seqlen computation in vision attention](https://github.com/huggingface/transformers/pull/47170) — open
|
| 7714 |
|
| 7715 |
+
### `shark8pepper-eng`
|
| 7716 |
+
|
| 7717 |
+
- profile: [github.com/shark8pepper-eng](https://github.com/shark8pepper-eng)
|
| 7718 |
+
- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ashark8pepper-eng)
|
| 7719 |
+
- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ashark8pepper-eng)
|
| 7720 |
+
- repo first seen: `2026-07-18T14:10:28Z`
|
| 7721 |
+
- repo last seen: `2026-07-18T14:10:28Z`
|
| 7722 |
+
- first seen in snapshot: **yes**
|
| 7723 |
+
- repo association: **FIRST_TIMER**
|
| 7724 |
+
- repo primary artifacts: **1**
|
| 7725 |
+
- snapshot authored PRs/issues: **1 PRs / 0 issues**
|
| 7726 |
+
- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
|
| 7727 |
+
- account age: **0 days**
|
| 7728 |
+
- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
|
| 7729 |
+
- public orgs: none visible
|
| 7730 |
+
- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
|
| 7731 |
+
- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
|
| 7732 |
+
|
| 7733 |
+
Example artifacts:
|
| 7734 |
+
- [PR #47398: Fix #47355: num_experts fallback instead of override in GlmMoeDsaConfig](https://github.com/huggingface/transformers/pull/47398) — open
|
| 7735 |
+
|
| 7736 |
### `Shashank-Tripathi-07`
|
| 7737 |
|
| 7738 |
- profile: [github.com/Shashank-Tripathi-07](https://github.com/Shashank-Tripathi-07)
|
new_contributors.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6d7bebacb510976cd0349ea3cc3f2a7896f3aa55a2f57e31d27fc974b7ebe065
|
| 3 |
+
size 65574
|
pr-scope-clusters.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
-
"snapshot_id": "
|
| 4 |
-
"generated_at": "2026-07-
|
| 5 |
"cluster_count": 83,
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
|
@@ -226,7 +226,7 @@
|
|
| 226 |
"left_pr_number": 43663,
|
| 227 |
"right_pr_number": 44660,
|
| 228 |
"similarity": 0.462,
|
| 229 |
-
"content_similarity": 0.
|
| 230 |
"size_similarity": 0.24,
|
| 231 |
"breadth_similarity": 1.0,
|
| 232 |
"concentration_similarity": 1.0,
|
|
@@ -306,7 +306,7 @@
|
|
| 306 |
"left_pr_number": 43636,
|
| 307 |
"right_pr_number": 45067,
|
| 308 |
"similarity": 0.441,
|
| 309 |
-
"content_similarity": 0.
|
| 310 |
"size_similarity": 0.44,
|
| 311 |
"breadth_similarity": 1.0,
|
| 312 |
"concentration_similarity": 1.0,
|
|
@@ -338,7 +338,7 @@
|
|
| 338 |
"left_pr_number": 44660,
|
| 339 |
"right_pr_number": 45067,
|
| 340 |
"similarity": 0.437,
|
| 341 |
-
"content_similarity": 0.
|
| 342 |
"size_similarity": 0.24,
|
| 343 |
"breadth_similarity": 1.0,
|
| 344 |
"concentration_similarity": 1.0,
|
|
@@ -449,7 +449,7 @@
|
|
| 449 |
{
|
| 450 |
"left_pr_number": 45055,
|
| 451 |
"right_pr_number": 47379,
|
| 452 |
-
"similarity": 0.
|
| 453 |
"content_similarity": 0.276,
|
| 454 |
"size_similarity": 0.5,
|
| 455 |
"breadth_similarity": 1.0,
|
|
@@ -465,7 +465,7 @@
|
|
| 465 |
{
|
| 466 |
"left_pr_number": 43651,
|
| 467 |
"right_pr_number": 44660,
|
| 468 |
-
"similarity": 0.
|
| 469 |
"content_similarity": 0.311,
|
| 470 |
"size_similarity": 0.333,
|
| 471 |
"breadth_similarity": 1.0,
|
|
@@ -1961,7 +1961,7 @@
|
|
| 1961 |
"left_pr_number": 44543,
|
| 1962 |
"right_pr_number": 46161,
|
| 1963 |
"similarity": 0.383,
|
| 1964 |
-
"content_similarity": 0.
|
| 1965 |
"size_similarity": 0.566,
|
| 1966 |
"breadth_similarity": 1.0,
|
| 1967 |
"concentration_similarity": 0.97,
|
|
@@ -2690,19 +2690,15 @@
|
|
| 2690 |
]
|
| 2691 |
},
|
| 2692 |
{
|
| 2693 |
-
"left_pr_number":
|
| 2694 |
"right_pr_number": 47152,
|
| 2695 |
"similarity": 0.322,
|
| 2696 |
-
"content_similarity": 0.
|
| 2697 |
-
"size_similarity": 0.
|
| 2698 |
-
"breadth_similarity":
|
| 2699 |
-
"concentration_similarity": 0.
|
| 2700 |
-
"shared_filenames": [
|
| 2701 |
-
"src/transformers/utils/quantization_config.py",
|
| 2702 |
-
"tests/quantization/compressed_tensors_integration/test_compressed_tensors.py"
|
| 2703 |
-
],
|
| 2704 |
"shared_directories": [
|
| 2705 |
-
"src/transformers/utils",
|
| 2706 |
"tests/quantization/compressed_tensors_integration",
|
| 2707 |
"src/transformers",
|
| 2708 |
"tests/quantization",
|
|
@@ -2711,15 +2707,19 @@
|
|
| 2711 |
]
|
| 2712 |
},
|
| 2713 |
{
|
| 2714 |
-
"left_pr_number":
|
| 2715 |
"right_pr_number": 47152,
|
| 2716 |
-
"similarity": 0.
|
| 2717 |
-
"content_similarity": 0.
|
| 2718 |
-
"size_similarity": 0.
|
| 2719 |
-
"breadth_similarity":
|
| 2720 |
-
"concentration_similarity": 0.
|
| 2721 |
-
"shared_filenames": [
|
|
|
|
|
|
|
|
|
|
| 2722 |
"shared_directories": [
|
|
|
|
| 2723 |
"tests/quantization/compressed_tensors_integration",
|
| 2724 |
"src/transformers",
|
| 2725 |
"tests/quantization",
|
|
@@ -3228,7 +3228,7 @@
|
|
| 3228 |
"left_pr_number": 44615,
|
| 3229 |
"right_pr_number": 46995,
|
| 3230 |
"similarity": 0.481,
|
| 3231 |
-
"content_similarity": 0.
|
| 3232 |
"size_similarity": 0.229,
|
| 3233 |
"breadth_similarity": 1.0,
|
| 3234 |
"concentration_similarity": 1.0,
|
|
@@ -3312,7 +3312,7 @@
|
|
| 3312 |
{
|
| 3313 |
"left_pr_number": 44385,
|
| 3314 |
"right_pr_number": 46152,
|
| 3315 |
-
"similarity": 0.
|
| 3316 |
"content_similarity": 0.339,
|
| 3317 |
"size_similarity": 0.217,
|
| 3318 |
"breadth_similarity": 0.667,
|
|
@@ -3533,7 +3533,7 @@
|
|
| 3533 |
47208
|
| 3534 |
],
|
| 3535 |
"representative_pr_number": 47208,
|
| 3536 |
-
"average_similarity": 0.
|
| 3537 |
"summary": "4 open PRs share weighted file overlap around `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`, `.github/workflows/build-past-ci-docker-images.yml`; representative PR #47208.",
|
| 3538 |
"shared_filenames": [
|
| 3539 |
".github/workflows/build-docker-images.yml",
|
|
@@ -3651,7 +3651,7 @@
|
|
| 3651 |
"left_pr_number": 42976,
|
| 3652 |
"right_pr_number": 45077,
|
| 3653 |
"similarity": 0.472,
|
| 3654 |
-
"content_similarity": 0.
|
| 3655 |
"size_similarity": 0.074,
|
| 3656 |
"breadth_similarity": 0.659,
|
| 3657 |
"concentration_similarity": 1.0,
|
|
@@ -3714,7 +3714,7 @@
|
|
| 3714 |
"left_pr_number": 41441,
|
| 3715 |
"right_pr_number": 43469,
|
| 3716 |
"similarity": 0.665,
|
| 3717 |
-
"content_similarity": 0.
|
| 3718 |
"size_similarity": 0.35,
|
| 3719 |
"breadth_similarity": 0.5,
|
| 3720 |
"concentration_similarity": 0.75,
|
|
@@ -3975,7 +3975,7 @@
|
|
| 3975 |
{
|
| 3976 |
"left_pr_number": 45293,
|
| 3977 |
"right_pr_number": 46580,
|
| 3978 |
-
"similarity": 0.
|
| 3979 |
"content_similarity": 0.501,
|
| 3980 |
"size_similarity": 0.714,
|
| 3981 |
"breadth_similarity": 0.5,
|
|
@@ -4210,7 +4210,7 @@
|
|
| 4210 |
"left_pr_number": 33686,
|
| 4211 |
"right_pr_number": 44550,
|
| 4212 |
"similarity": 0.393,
|
| 4213 |
-
"content_similarity": 0.
|
| 4214 |
"size_similarity": 1.0,
|
| 4215 |
"breadth_similarity": 1.0,
|
| 4216 |
"concentration_similarity": 1.0,
|
|
@@ -4226,7 +4226,7 @@
|
|
| 4226 |
"left_pr_number": 44407,
|
| 4227 |
"right_pr_number": 44550,
|
| 4228 |
"similarity": 0.362,
|
| 4229 |
-
"content_similarity": 0.
|
| 4230 |
"size_similarity": 0.957,
|
| 4231 |
"breadth_similarity": 1.0,
|
| 4232 |
"concentration_similarity": 1.0,
|
|
@@ -4794,7 +4794,7 @@
|
|
| 4794 |
{
|
| 4795 |
"left_pr_number": 43997,
|
| 4796 |
"right_pr_number": 44019,
|
| 4797 |
-
"similarity": 0.
|
| 4798 |
"content_similarity": 0.023,
|
| 4799 |
"size_similarity": 0.722,
|
| 4800 |
"breadth_similarity": 1.0,
|
|
@@ -5236,7 +5236,7 @@
|
|
| 5236 |
"left_pr_number": 46099,
|
| 5237 |
"right_pr_number": 46269,
|
| 5238 |
"similarity": 0.411,
|
| 5239 |
-
"content_similarity": 0.
|
| 5240 |
"size_similarity": 0.013,
|
| 5241 |
"breadth_similarity": 0.284,
|
| 5242 |
"concentration_similarity": 0.805,
|
|
@@ -7122,7 +7122,7 @@
|
|
| 7122 |
"left_pr_number": 32189,
|
| 7123 |
"right_pr_number": 42655,
|
| 7124 |
"similarity": 0.459,
|
| 7125 |
-
"content_similarity": 0.
|
| 7126 |
"size_similarity": 0.231,
|
| 7127 |
"breadth_similarity": 0.5,
|
| 7128 |
"concentration_similarity": 0.568,
|
|
@@ -7852,7 +7852,7 @@
|
|
| 7852 |
"left_pr_number": 45851,
|
| 7853 |
"right_pr_number": 46357,
|
| 7854 |
"similarity": 0.343,
|
| 7855 |
-
"content_similarity": 0.
|
| 7856 |
"size_similarity": 0.761,
|
| 7857 |
"breadth_similarity": 1.0,
|
| 7858 |
"concentration_similarity": 1.0,
|
|
|
|
| 1 |
{
|
| 2 |
"repo": "huggingface/transformers",
|
| 3 |
+
"snapshot_id": "20260718T180026Z",
|
| 4 |
+
"generated_at": "2026-07-18T18:00:54Z",
|
| 5 |
"cluster_count": 83,
|
| 6 |
"pr_scope_clusters": [
|
| 7 |
{
|
|
|
|
| 226 |
"left_pr_number": 43663,
|
| 227 |
"right_pr_number": 44660,
|
| 228 |
"similarity": 0.462,
|
| 229 |
+
"content_similarity": 0.395,
|
| 230 |
"size_similarity": 0.24,
|
| 231 |
"breadth_similarity": 1.0,
|
| 232 |
"concentration_similarity": 1.0,
|
|
|
|
| 306 |
"left_pr_number": 43636,
|
| 307 |
"right_pr_number": 45067,
|
| 308 |
"similarity": 0.441,
|
| 309 |
+
"content_similarity": 0.322,
|
| 310 |
"size_similarity": 0.44,
|
| 311 |
"breadth_similarity": 1.0,
|
| 312 |
"concentration_similarity": 1.0,
|
|
|
|
| 338 |
"left_pr_number": 44660,
|
| 339 |
"right_pr_number": 45067,
|
| 340 |
"similarity": 0.437,
|
| 341 |
+
"content_similarity": 0.359,
|
| 342 |
"size_similarity": 0.24,
|
| 343 |
"breadth_similarity": 1.0,
|
| 344 |
"concentration_similarity": 1.0,
|
|
|
|
| 449 |
{
|
| 450 |
"left_pr_number": 45055,
|
| 451 |
"right_pr_number": 47379,
|
| 452 |
+
"similarity": 0.419,
|
| 453 |
"content_similarity": 0.276,
|
| 454 |
"size_similarity": 0.5,
|
| 455 |
"breadth_similarity": 1.0,
|
|
|
|
| 465 |
{
|
| 466 |
"left_pr_number": 43651,
|
| 467 |
"right_pr_number": 44660,
|
| 468 |
+
"similarity": 0.418,
|
| 469 |
"content_similarity": 0.311,
|
| 470 |
"size_similarity": 0.333,
|
| 471 |
"breadth_similarity": 1.0,
|
|
|
|
| 1961 |
"left_pr_number": 44543,
|
| 1962 |
"right_pr_number": 46161,
|
| 1963 |
"similarity": 0.383,
|
| 1964 |
+
"content_similarity": 0.214,
|
| 1965 |
"size_similarity": 0.566,
|
| 1966 |
"breadth_similarity": 1.0,
|
| 1967 |
"concentration_similarity": 0.97,
|
|
|
|
| 2690 |
]
|
| 2691 |
},
|
| 2692 |
{
|
| 2693 |
+
"left_pr_number": 43747,
|
| 2694 |
"right_pr_number": 47152,
|
| 2695 |
"similarity": 0.322,
|
| 2696 |
+
"content_similarity": 0.173,
|
| 2697 |
+
"size_similarity": 0.36,
|
| 2698 |
+
"breadth_similarity": 1.0,
|
| 2699 |
+
"concentration_similarity": 0.933,
|
| 2700 |
+
"shared_filenames": [],
|
|
|
|
|
|
|
|
|
|
| 2701 |
"shared_directories": [
|
|
|
|
| 2702 |
"tests/quantization/compressed_tensors_integration",
|
| 2703 |
"src/transformers",
|
| 2704 |
"tests/quantization",
|
|
|
|
| 2707 |
]
|
| 2708 |
},
|
| 2709 |
{
|
| 2710 |
+
"left_pr_number": 45699,
|
| 2711 |
"right_pr_number": 47152,
|
| 2712 |
+
"similarity": 0.322,
|
| 2713 |
+
"content_similarity": 0.349,
|
| 2714 |
+
"size_similarity": 0.046,
|
| 2715 |
+
"breadth_similarity": 0.311,
|
| 2716 |
+
"concentration_similarity": 0.792,
|
| 2717 |
+
"shared_filenames": [
|
| 2718 |
+
"src/transformers/utils/quantization_config.py",
|
| 2719 |
+
"tests/quantization/compressed_tensors_integration/test_compressed_tensors.py"
|
| 2720 |
+
],
|
| 2721 |
"shared_directories": [
|
| 2722 |
+
"src/transformers/utils",
|
| 2723 |
"tests/quantization/compressed_tensors_integration",
|
| 2724 |
"src/transformers",
|
| 2725 |
"tests/quantization",
|
|
|
|
| 3228 |
"left_pr_number": 44615,
|
| 3229 |
"right_pr_number": 46995,
|
| 3230 |
"similarity": 0.481,
|
| 3231 |
+
"content_similarity": 0.424,
|
| 3232 |
"size_similarity": 0.229,
|
| 3233 |
"breadth_similarity": 1.0,
|
| 3234 |
"concentration_similarity": 1.0,
|
|
|
|
| 3312 |
{
|
| 3313 |
"left_pr_number": 44385,
|
| 3314 |
"right_pr_number": 46152,
|
| 3315 |
+
"similarity": 0.387,
|
| 3316 |
"content_similarity": 0.339,
|
| 3317 |
"size_similarity": 0.217,
|
| 3318 |
"breadth_similarity": 0.667,
|
|
|
|
| 3533 |
47208
|
| 3534 |
],
|
| 3535 |
"representative_pr_number": 47208,
|
| 3536 |
+
"average_similarity": 0.564,
|
| 3537 |
"summary": "4 open PRs share weighted file overlap around `.github/workflows/build-docker-images.yml`, `.github/workflows/build-nightly-ci-docker-images.yml`, `.github/workflows/build-past-ci-docker-images.yml`; representative PR #47208.",
|
| 3538 |
"shared_filenames": [
|
| 3539 |
".github/workflows/build-docker-images.yml",
|
|
|
|
| 3651 |
"left_pr_number": 42976,
|
| 3652 |
"right_pr_number": 45077,
|
| 3653 |
"similarity": 0.472,
|
| 3654 |
+
"content_similarity": 0.494,
|
| 3655 |
"size_similarity": 0.074,
|
| 3656 |
"breadth_similarity": 0.659,
|
| 3657 |
"concentration_similarity": 1.0,
|
|
|
|
| 3714 |
"left_pr_number": 41441,
|
| 3715 |
"right_pr_number": 43469,
|
| 3716 |
"similarity": 0.665,
|
| 3717 |
+
"content_similarity": 0.75,
|
| 3718 |
"size_similarity": 0.35,
|
| 3719 |
"breadth_similarity": 0.5,
|
| 3720 |
"concentration_similarity": 0.75,
|
|
|
|
| 3975 |
{
|
| 3976 |
"left_pr_number": 45293,
|
| 3977 |
"right_pr_number": 46580,
|
| 3978 |
+
"similarity": 0.546,
|
| 3979 |
"content_similarity": 0.501,
|
| 3980 |
"size_similarity": 0.714,
|
| 3981 |
"breadth_similarity": 0.5,
|
|
|
|
| 4210 |
"left_pr_number": 33686,
|
| 4211 |
"right_pr_number": 44550,
|
| 4212 |
"similarity": 0.393,
|
| 4213 |
+
"content_similarity": 0.133,
|
| 4214 |
"size_similarity": 1.0,
|
| 4215 |
"breadth_similarity": 1.0,
|
| 4216 |
"concentration_similarity": 1.0,
|
|
|
|
| 4226 |
"left_pr_number": 44407,
|
| 4227 |
"right_pr_number": 44550,
|
| 4228 |
"similarity": 0.362,
|
| 4229 |
+
"content_similarity": 0.099,
|
| 4230 |
"size_similarity": 0.957,
|
| 4231 |
"breadth_similarity": 1.0,
|
| 4232 |
"concentration_similarity": 1.0,
|
|
|
|
| 4794 |
{
|
| 4795 |
"left_pr_number": 43997,
|
| 4796 |
"right_pr_number": 44019,
|
| 4797 |
+
"similarity": 0.274,
|
| 4798 |
"content_similarity": 0.023,
|
| 4799 |
"size_similarity": 0.722,
|
| 4800 |
"breadth_similarity": 1.0,
|
|
|
|
| 5236 |
"left_pr_number": 46099,
|
| 5237 |
"right_pr_number": 46269,
|
| 5238 |
"similarity": 0.411,
|
| 5239 |
+
"content_similarity": 0.487,
|
| 5240 |
"size_similarity": 0.013,
|
| 5241 |
"breadth_similarity": 0.284,
|
| 5242 |
"concentration_similarity": 0.805,
|
|
|
|
| 7122 |
"left_pr_number": 32189,
|
| 7123 |
"right_pr_number": 42655,
|
| 7124 |
"similarity": 0.459,
|
| 7125 |
+
"content_similarity": 0.495,
|
| 7126 |
"size_similarity": 0.231,
|
| 7127 |
"breadth_similarity": 0.5,
|
| 7128 |
"concentration_similarity": 0.568,
|
|
|
|
| 7852 |
"left_pr_number": 45851,
|
| 7853 |
"right_pr_number": 46357,
|
| 7854 |
"similarity": 0.343,
|
| 7855 |
+
"content_similarity": 0.113,
|
| 7856 |
"size_similarity": 0.761,
|
| 7857 |
"breadth_similarity": 1.0,
|
| 7858 |
"concentration_similarity": 1.0,
|
pr_comments.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:46a6031ed59a81df90bc755f1ffc4fd0c1bff8de27c15e81de2ab54f27818f55
|
| 3 |
+
size 2642679
|
pr_diffs.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1e796f1bce8670a9819f4ea5808d6e33b457c73509e02b2c4640834a4da2eff5
|
| 3 |
+
size 44672213
|
pr_files.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ced0e1d9f8b6e90b15a1952fdc64951ce0eb9324a522598a0db9d1d0631d6b61
|
| 3 |
+
size 57970282
|
pull_requests.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:69c578ac623503aeb388667758da17370b5b414ff7fe459b2e4b2b2fb2bf46eb
|
| 3 |
+
size 3117800
|
review_comments.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:75a24813669e93d76288ea4da57ff7cc9bcedd4e32dff639397bc094d371ac3c
|
| 3 |
+
size 3577277
|
reviews.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3292d528fcc440a1690cdbe8e7b314b642b56365cfde0beff4d7e45044437098
|
| 3 |
+
size 1124077
|
snapshots/20260718T180026Z/manifest.json
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifacts": {
|
| 3 |
+
"archived_pr_scope_clusters_json": "snapshots/20260718T180026Z/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": 18234,
|
| 11 |
+
"issues": 1036,
|
| 12 |
+
"links": 6611,
|
| 13 |
+
"new_contributors": 362,
|
| 14 |
+
"pr_diffs": 3460,
|
| 15 |
+
"pr_files": 41499,
|
| 16 |
+
"pull_requests": 3460,
|
| 17 |
+
"review_comments": 20955,
|
| 18 |
+
"reviews": 12192,
|
| 19 |
+
"timeline_events": 68238
|
| 20 |
+
},
|
| 21 |
+
"crawl_started_at": "2026-07-18T18:00:26Z",
|
| 22 |
+
"delta_counts": {
|
| 23 |
+
"comments": 6,
|
| 24 |
+
"issue_stubs": 8,
|
| 25 |
+
"issues": 3,
|
| 26 |
+
"links": 10,
|
| 27 |
+
"pr_diffs": 5,
|
| 28 |
+
"pr_files": 30,
|
| 29 |
+
"pull_requests": 5,
|
| 30 |
+
"review_comments": 124,
|
| 31 |
+
"reviews": 13,
|
| 32 |
+
"timeline_events": 100
|
| 33 |
+
},
|
| 34 |
+
"extracted_at": "2026-07-18T18:00:26Z",
|
| 35 |
+
"repo": "huggingface/transformers",
|
| 36 |
+
"snapshot_id": "20260718T180026Z",
|
| 37 |
+
"watermark": {
|
| 38 |
+
"effective_since": "2026-07-18T12:00:32Z",
|
| 39 |
+
"next_since": "2026-07-18T18:00:26Z"
|
| 40 |
+
}
|
| 41 |
+
}
|
snapshots/20260718T180026Z/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/
|
| 3 |
-
"latest_snapshot_id": "
|
| 4 |
"manifest_path": "manifest.json",
|
| 5 |
-
"next_since": "2026-07-
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
-
"snapshot_dir": "snapshots/
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"archived_manifest_path": "snapshots/20260718T180026Z/manifest.json",
|
| 3 |
+
"latest_snapshot_id": "20260718T180026Z",
|
| 4 |
"manifest_path": "manifest.json",
|
| 5 |
+
"next_since": "2026-07-18T18:00:26Z",
|
| 6 |
"repo": "huggingface/transformers",
|
| 7 |
+
"snapshot_dir": "snapshots/20260718T180026Z"
|
| 8 |
}
|
state/watermark.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
-
"effective_since": "2026-07-
|
| 3 |
-
"last_successful_snapshot_id": "
|
| 4 |
-
"next_since": "2026-07-
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
-
"updated_at": "2026-07-
|
| 7 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"effective_since": "2026-07-18T12:00:32Z",
|
| 3 |
+
"last_successful_snapshot_id": "20260718T180026Z",
|
| 4 |
+
"next_since": "2026-07-18T18:00:26Z",
|
| 5 |
"repo": "huggingface/transformers",
|
| 6 |
+
"updated_at": "2026-07-18T18:00:26Z"
|
| 7 |
}
|