Add snapshot 20260324T143453Z

README.md

@@ -0,0 +1,84 @@
+---
+pretty_name: Transformers PR Slop Dataset
+configs:
+- config_name: issues
+  data_files:
+  - split: train
+    path: issues.parquet
+  default: true
+- config_name: prs
+  data_files:
+  - split: train
+    path: pull_requests.parquet
+- config_name: issue_comments
+  data_files:
+  - split: train
+    path: issue_comments.parquet
+- config_name: pr_comments
+  data_files:
+  - split: train
+    path: pr_comments.parquet
+- config_name: pr_reviews
+  data_files:
+  - split: train
+    path: reviews.parquet
+- config_name: pr_files
+  data_files:
+  - split: train
+    path: pr_files.parquet
+- config_name: pr_diffs
+  data_files:
+  - split: train
+    path: pr_diffs.parquet
+- config_name: review_comments
+  data_files:
+  - split: train
+    path: review_comments.parquet
+- config_name: links
+  data_files:
+  - split: train
+    path: links.parquet
+- config_name: events
+  data_files:
+  - split: train
+    path: events.parquet
+- config_name: new_contributors
+  data_files:
+  - split: train
+    path: new_contributors.parquet
+---
+---
+
+# Transformers PR Slop Dataset
+
+Normalized snapshots of issues, pull requests, comments, reviews, and linkage data from `huggingface/transformers`.
+
+Files:
+- `issues.parquet`
+- `pull_requests.parquet`
+- `comments.parquet`
+- `issue_comments.parquet` (derived view of issue discussion comments)
+- `pr_comments.parquet` (derived view of pull request discussion comments)
+- `reviews.parquet`
+- `pr_files.parquet`
+- `pr_diffs.parquet`
+- `review_comments.parquet`
+- `links.parquet`
+- `events.parquet`
+- `new_contributors.parquet`
+- `new-contributors-report.json`
+- `new-contributors-report.md`
+
+
+Use:
+- duplicate PR and issue analysis
+- triage and ranking experiments
+- eval set creation
+
+Notes:
+- updated daily
+- latest snapshot: `20260324T143453Z`
+- raw data only; no labels or moderation decisions
+- PR metadata, file-level patch hunks, and full unified diffs are included
+- new contributor reviewer artifacts are included when generated for the snapshot
+- full file contents for changed files are not included

comments.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d5465da76f6e71931448826e2dbe91c94702f7d130413736d9bfcdcca1a71ef
+size 113018

events.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc7d9a66699f8f1bbe87964cafd30c63bd03f12f76be1fd25ab191dc4d0667c4
+size 2260

issue_comments.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8fb940f78890d0837b841e7a2aabaec88a5e0cfa5500eb1831b4ff5a6ade8aed
+size 47214

issues.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:928d81fae5765c30b5c58c05c9f131320b7b6ddc63d258b31eff91b3bd65c9a6
+size 103241

links.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcae23abbe3a13d454963240b5a09c128b9a982efee6b9db72b6b0fa110a4b29
+size 5640

manifest.json

@@ -0,0 +1,61 @@
+{
+  "artifacts": {
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
+  },
+  "counts": {
+    "comments": 416,
+    "issues": 65,
+    "links": 172,
+    "new_contributors": 25,
+    "pr_diffs": 151,
+    "pr_files": 2082,
+    "pull_requests": 151,
+    "review_comments": 2028,
+    "reviews": 908,
+    "timeline_events": 0
+  },
+  "crawl_started_at": "2026-03-24T14:34:53Z",
+  "delta_counts": {
+    "comments": 26,
+    "issue_stubs": 36,
+    "issues": 13,
+    "links": 28,
+    "pr_diffs": 23,
+    "pr_files": 955,
+    "pull_requests": 23,
+    "review_comments": 422,
+    "reviews": 188,
+    "timeline_events": 0
+  },
+  "extracted_at": "2026-03-24T14:34:53Z",
+  "options": {
+    "effective_since": "2026-03-24T12:02:31Z",
+    "fetch_timeline": false,
+    "hf_repo_id": "evalstate/transformers-pr",
+    "http_max_retries": 5,
+    "http_timeout": 180,
+    "max_issue_comments": null,
+    "max_issues": 200,
+    "max_prs": 50,
+    "max_review_comments_per_pr": null,
+    "max_reviews_per_pr": null,
+    "new_contributor_max_authors": 25,
+    "new_contributor_max_primary_artifacts": 3,
+    "new_contributor_report": true,
+    "new_contributor_window_days": 42,
+    "private_hf_repo": false,
+    "publish": true,
+    "since": null
+  },
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260324T143453Z",
+  "watermark": {
+    "effective_since": "2026-03-24T12:02:31Z",
+    "merge_with_previous": true,
+    "next_since": "2026-03-24T14:34:53Z",
+    "previous_snapshot_dir": "data/snapshots/20260324T120231Z",
+    "resume_enabled": true
+  }
+}

new-contributors-report.json

@@ -0,0 +1,1494 @@
+{
+  "schema_version": "1.0",
+  "repo": "huggingface/transformers",
+  "snapshot_id": "20260324T143453Z",
+  "generated_at": "2026-03-24T14:39:13Z",
+  "window_days": 42,
+  "max_authors": 25,
+  "max_primary_artifacts": 3,
+  "contributors": [
+    {
+      "author_login": "IlyasMoutawwakil",
+      "name": "Ilyas Moutawwakil",
+      "profile_url": "https://github.com/IlyasMoutawwakil",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil",
+      "repo_first_seen_at": "2025-11-03T14:20:21Z",
+      "repo_last_seen_at": "2026-03-24T13:49:21Z",
+      "repo_primary_artifact_count": 3,
+      "repo_artifact_count": 50,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 3,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 23,
+      "snapshot_review_comment_count": 24,
+      "new_to_repo": true,
+      "account_age_days": 2330,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "targets high-star repos",
+      "public_orgs": [
+        "huggingface",
+        "Chouafa"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 18,
+        "merged_pr_count": 13,
+        "closed_unmerged_pr_count": 2,
+        "open_pr_count": 3,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44970,
+            "title": "Fix CPU 16 bytes alignment issue using equivalent fallback",
+            "url": "https://github.com/huggingface/transformers/pull/44970",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-24T13:49:21Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44832,
+            "title": "DeepGEMM",
+            "url": "https://github.com/huggingface/transformers/pull/44832",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-18T15:33:15Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 41992,
+            "title": "[PoC] HF exporters",
+            "url": "https://github.com/huggingface/transformers/pull/41992",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2025-11-03T14:20:21Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "SunMarc",
+      "name": "Marc Sun",
+      "profile_url": "https://github.com/SunMarc",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunMarc",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunMarc",
+      "repo_first_seen_at": "2026-02-20T17:11:25Z",
+      "repo_last_seen_at": "2026-03-24T14:27:31Z",
+      "repo_primary_artifact_count": 3,
+      "repo_artifact_count": 36,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 3,
+      "snapshot_comment_count": 3,
+      "snapshot_review_count": 11,
+      "snapshot_review_comment_count": 19,
+      "new_to_repo": true,
+      "account_age_days": 2336,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high recent PR volume; targets high-star repos",
+      "public_orgs": [
+        "huggingface"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 30,
+        "merged_pr_count": 24,
+        "closed_unmerged_pr_count": 3,
+        "open_pr_count": 3,
+        "distinct_repos_with_authored_prs": 3,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44895,
+            "title": "Add static FP8 expert support ",
+            "url": "https://github.com/huggingface/transformers/pull/44895",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-03-20T19:01:35Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44864,
+            "title": "Switch FP8 per tensor quant to use `torch._scaled_mm`",
+            "url": "https://github.com/huggingface/transformers/pull/44864",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-19T16:19:53Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44796,
+            "title": "[refactor] Serving into proper modules",
+            "url": "https://github.com/huggingface/transformers/pull/44796",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-17T13:04:06Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "stas00",
+      "name": "Stas Bekman",
+      "profile_url": "https://github.com/stas00",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astas00",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astas00",
+      "repo_first_seen_at": "2021-11-17T01:57:38Z",
+      "repo_last_seen_at": "2022-01-21T01:36:49Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 8,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 3,
+      "snapshot_review_comment_count": 3,
+      "new_to_repo": true,
+      "account_age_days": 4077,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "large open PR backlog; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 2,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 14708,
+            "title": "[WIP] [performance doc] faster/leaner optimizers",
+            "url": "https://github.com/huggingface/transformers/pull/14708",
+            "state": "open",
+            "merged": false,
+            "draft": true,
+            "created_at": "2021-12-09T18:49:27Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 14426,
+            "title": "[Deepspeed Inference] HF Integration",
+            "url": "https://github.com/huggingface/transformers/pull/14426",
+            "state": "closed",
+            "merged": false,
+            "draft": true,
+            "created_at": "2021-11-17T01:57:38Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "sergiopaniego",
+      "name": "Sergio Paniego Blanco",
+      "profile_url": "https://github.com/sergiopaniego",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asergiopaniego",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asergiopaniego",
+      "repo_first_seen_at": "2026-03-19T10:22:40Z",
+      "repo_last_seen_at": "2026-03-20T08:38:03Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 2,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 3693,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "targets high-star repos",
+      "public_orgs": [
+        "JdeRobot",
+        "TheRoboticsClub",
+        "huggingface"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 12,
+        "merged_pr_count": 8,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 4,
+        "distinct_repos_with_authored_prs": 5,
+        "distinct_repos_with_open_prs": 3
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44873,
+            "title": "Fix VL model rope_deltas batch size mismatch in online RL training",
+            "url": "https://github.com/huggingface/transformers/pull/44873",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-03-20T08:38:03Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44853,
+            "title": "Fix Zamba2MambaMixer ignoring use_mamba_kernels=False",
+            "url": "https://github.com/huggingface/transformers/pull/44853",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-19T10:22:40Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "guoyangzhen",
+      "name": "guoyangzhen",
+      "profile_url": "https://github.com/guoyangzhen",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aguoyangzhen",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aguoyangzhen",
+      "repo_first_seen_at": "2026-03-20T13:03:54Z",
+      "repo_last_seen_at": "2026-03-20T22:08:49Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 2,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 2566,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "very high",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "extremely high recent PR volume; very broad repo spread; large open PR backlog; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 103,
+        "merged_pr_count": 6,
+        "closed_unmerged_pr_count": 24,
+        "open_pr_count": 73,
+        "distinct_repos_with_authored_prs": 53,
+        "distinct_repos_with_open_prs": 38
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44902,
+            "title": "fix: Whisper word timestamp OOB access on trailing replacement char",
+            "url": "https://github.com/huggingface/transformers/pull/44902",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-20T22:08:49Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44885,
+            "title": "fix: prevent IndexError in Whisper word timestamp decode",
+            "url": "https://github.com/huggingface/transformers/pull/44885",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-20T13:03:54Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "kashif",
+      "name": "Kashif Rasul",
+      "profile_url": "https://github.com/kashif",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akashif",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akashif",
+      "repo_first_seen_at": "2026-03-20T13:46:43Z",
+      "repo_last_seen_at": "2026-03-22T14:04:40Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 3,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 1,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 6545,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "high",
+      "automation_risk_signal": "low",
+      "heuristic_note": "broad repo spread; large open PR backlog; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 21,
+        "merged_pr_count": 12,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 9,
+        "distinct_repos_with_authored_prs": 13,
+        "distinct_repos_with_open_prs": 8
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44925,
+            "title": "[MOE]  MoE routing capture and replay support",
+            "url": "https://github.com/huggingface/transformers/pull/44925",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-22T14:04:40Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44891,
+            "title": "[Trainer] add MoERouterHealthCallback Callback",
+            "url": "https://github.com/huggingface/transformers/pull/44891",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-20T16:17:05Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "r266-tech",
+      "name": null,
+      "profile_url": "https://github.com/r266-tech",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ar266-tech",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ar266-tech",
+      "repo_first_seen_at": "2026-03-22T17:28:57Z",
+      "repo_last_seen_at": "2026-03-22T17:31:03Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 4,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 2,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 182,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "very high",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "young account; extremely high recent PR volume; very broad repo spread; large open PR backlog; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 136,
+        "merged_pr_count": 19,
+        "closed_unmerged_pr_count": 44,
+        "open_pr_count": 73,
+        "distinct_repos_with_authored_prs": 74,
+        "distinct_repos_with_open_prs": 47
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44932,
+            "title": "Fix: Pass scheduler_specific_kwargs to inverse_sqrt scheduler",
+            "url": "https://github.com/huggingface/transformers/pull/44932",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-22T17:30:56Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44931,
+            "title": "fix(camembert): add tie_word_embeddings=True to CamembertConfig",
+            "url": "https://github.com/huggingface/transformers/pull/44931",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-03-22T17:28:57Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "Sai-Suraj-27",
+      "name": "Sai-Suraj-27",
+      "profile_url": "https://github.com/Sai-Suraj-27",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASai-Suraj-27",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASai-Suraj-27",
+      "repo_first_seen_at": "2026-03-19T07:30:39Z",
+      "repo_last_seen_at": "2026-03-22T18:03:34Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 3,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 1,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 1720,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 8,
+        "merged_pr_count": 6,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 2,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44934,
+            "title": "Fix failing `T5ModelIntegrationTest`",
+            "url": "https://github.com/huggingface/transformers/pull/44934",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-22T18:03:34Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44848,
+            "title": "Fix failing `Qwen3OmniModelIntegrationTests`",
+            "url": "https://github.com/huggingface/transformers/pull/44848",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-19T07:30:39Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "lashahub",
+      "name": "Lasha Koroshinadze",
+      "profile_url": "https://github.com/lashahub",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alashahub",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alashahub",
+      "repo_first_seen_at": "2026-01-27T17:37:34Z",
+      "repo_last_seen_at": "2026-03-23T04:25:41Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 15,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 1,
+      "snapshot_review_count": 6,
+      "snapshot_review_comment_count": 6,
+      "new_to_repo": true,
+      "account_age_days": 3314,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "large open PR backlog; no visible non-self stars; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 2,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44830,
+            "title": "Add AudioFlamingoNext model",
+            "url": "https://github.com/huggingface/transformers/pull/44830",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-18T14:31:45Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 43538,
+            "title": "Add Music Flamingo",
+            "url": "https://github.com/huggingface/transformers/pull/43538",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-01-27T17:37:34Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "3outeille",
+      "name": "Ferdinand Mom",
+      "profile_url": "https://github.com/3outeille",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A3outeille",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A3outeille",
+      "repo_first_seen_at": "2026-02-17T10:57:06Z",
+      "repo_last_seen_at": "2026-03-23T15:39:09Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 14,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 6,
+      "snapshot_review_comment_count": 6,
+      "new_to_repo": true,
+      "account_age_days": 2601,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "large open PR backlog; targets high-star repos",
+      "public_orgs": [
+        "huggingface"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 3,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 2,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44827,
+            "title": "Fix Mistral4 tests",
+            "url": "https://github.com/huggingface/transformers/pull/44827",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-18T13:36:53Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44083,
+            "title": "FSDP2 native support in transformers ",
+            "url": "https://github.com/huggingface/transformers/pull/44083",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-02-17T10:57:06Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "remi-or",
+      "name": "R\u00e9mi Ouazan",
+      "profile_url": "https://github.com/remi-or",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or",
+      "repo_first_seen_at": "2026-03-18T17:48:15Z",
+      "repo_last_seen_at": "2026-03-23T15:44:45Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 7,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 5,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 1789,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 9,
+        "merged_pr_count": 8,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44858,
+            "title": "[CB] [Minor] Simplify test suite",
+            "url": "https://github.com/huggingface/transformers/pull/44858",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-03-19T13:22:04Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44835,
+            "title": "[CB] Add an option to return logprobs",
+            "url": "https://github.com/huggingface/transformers/pull/44835",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-03-18T17:48:15Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "maxsloef-goodfire",
+      "name": null,
+      "profile_url": "https://github.com/maxsloef-goodfire",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amaxsloef-goodfire",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amaxsloef-goodfire",
+      "repo_first_seen_at": "2026-03-21T20:25:51Z",
+      "repo_last_seen_at": "2026-03-23T18:45:51Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 3,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 1,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 290,
+      "young_account": true,
+      "follow_through_score": "mixed",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "young account; large open PR backlog; no visible non-self stars; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 2,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44915,
+            "title": "fix: skip `clean_up_tokenization` for BPE tokenizers in `PreTrainedTokenizerFast`",
+            "url": "https://github.com/huggingface/transformers/pull/44915",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-21T20:45:03Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44914,
+            "title": "fix: set `clean_up_tokenization_spaces=False` in Llama 3 tokenizer conversion",
+            "url": "https://github.com/huggingface/transformers/pull/44914",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-03-21T20:25:51Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "jiqing-feng",
+      "name": null,
+      "profile_url": "https://github.com/jiqing-feng",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng",
+      "repo_first_seen_at": "2026-03-11T01:42:33Z",
+      "repo_last_seen_at": "2026-03-24T05:25:35Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 8,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 4,
+      "snapshot_review_count": 1,
+      "snapshot_review_comment_count": 1,
+      "new_to_repo": true,
+      "account_age_days": 1372,
+      "young_account": false,
+      "follow_through_score": "mixed",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "\u2014",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 14,
+        "merged_pr_count": 9,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 4,
+        "distinct_repos_with_authored_prs": 5,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44845,
+            "title": "Fix Mllama torch.compile failure caused by new attention mask logic",
+            "url": "https://github.com/huggingface/transformers/pull/44845",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-19T06:14:54Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44588,
+            "title": "Fix llama4 bnb mode",
+            "url": "https://github.com/huggingface/transformers/pull/44588",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-11T01:42:33Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "he-yufeng",
+      "name": "Yufeng He",
+      "profile_url": "https://github.com/he-yufeng",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahe-yufeng",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahe-yufeng",
+      "repo_first_seen_at": "2026-03-14T18:33:53Z",
+      "repo_last_seen_at": "2026-03-24T13:30:38Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 10,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 4,
+      "snapshot_review_count": 2,
+      "snapshot_review_comment_count": 2,
+      "new_to_repo": true,
+      "account_age_days": 2845,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "very high",
+      "automation_risk_signal": "medium",
+      "heuristic_note": "high recent PR volume; very broad repo spread; large open PR backlog; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 84,
+        "merged_pr_count": 23,
+        "closed_unmerged_pr_count": 13,
+        "open_pr_count": 48,
+        "distinct_repos_with_authored_prs": 27,
+        "distinct_repos_with_open_prs": 22
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44892,
+            "title": "Fix AutoImageProcessor.from_pretrained failing on URL input",
+            "url": "https://github.com/huggingface/transformers/pull/44892",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-20T16:21:25Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44710,
+            "title": "Fix AutoProcessor.from_pretrained silently dropping hub kwargs",
+            "url": "https://github.com/huggingface/transformers/pull/44710",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-14T18:33:53Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "Rocketknight1",
+      "name": "Matt",
+      "profile_url": "https://github.com/Rocketknight1",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1",
+      "repo_first_seen_at": "2025-10-06T12:23:44Z",
+      "repo_last_seen_at": "2026-03-24T14:27:47Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 60,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 24,
+      "snapshot_review_count": 18,
+      "snapshot_review_comment_count": 16,
+      "new_to_repo": true,
+      "account_age_days": 3937,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "targets high-star repos",
+      "public_orgs": [
+        "huggingface"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 16,
+        "merged_pr_count": 15,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44890,
+            "title": "Add big angry code agent warnings!",
+            "url": "https://github.com/huggingface/transformers/pull/44890",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-03-20T16:12:45Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 44674,
+            "title": "Officially launch parse_response",
+            "url": "https://github.com/huggingface/transformers/pull/44674",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-13T15:41:42Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "ouroborosscr",
+      "name": null,
+      "profile_url": "https://github.com/ouroborosscr",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aouroborosscr",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aouroborosscr",
+      "repo_first_seen_at": "2026-03-21T15:38:54Z",
+      "repo_last_seen_at": "2026-03-24T07:57:07Z",
+      "repo_primary_artifact_count": 3,
+      "repo_artifact_count": 9,
+      "snapshot_issue_count": 2,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 6,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 1944,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 0,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 0
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44911,
+            "title": "Fix flash attention crash with 3D position_ids (Qwen3.5)",
+            "url": "https://github.com/huggingface/transformers/pull/44911",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-21T15:42:57Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 44928,
+            "title": "[Bug] Catastrophic gradient explosion (NaN) in RLHF with Qwen3.5 due to 3D position_ids forcing SDPA Math fallback and BF16 collapse",
+            "url": "https://github.com/huggingface/transformers/issues/44928",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-03-22T16:46:05Z"
+          },
+          {
+            "kind": "issue",
+            "number": 44910,
+            "title": "[Bug] Flash Attention crashes with illegal memory access on Qwen3.5 due to 3D position_ids being misinterpreted as packed sequence",
+            "url": "https://github.com/huggingface/transformers/issues/44910",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-03-21T15:38:54Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "gh-wf",
+      "name": null,
+      "profile_url": "https://github.com/gh-wf",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agh-wf",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agh-wf",
+      "repo_first_seen_at": "2026-03-19T15:13:12Z",
+      "repo_last_seen_at": "2026-03-19T15:14:12Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 2,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 1312,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "many recent closed-unmerged PRs; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 0,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 0
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44862,
+            "title": "fix: handle list-type _tied_weights_keys in _get_tied_weight_keys",
+            "url": "https://github.com/huggingface/transformers/pull/44862",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-19T15:14:12Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 44861,
+            "title": "_get_tied_weight_keys crashes with AttributeError when _tied_weights_keys is a list",
+            "url": "https://github.com/huggingface/transformers/issues/44861",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-03-19T15:13:12Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "IvanFan-Van",
+      "name": null,
+      "profile_url": "https://github.com/IvanFan-Van",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIvanFan-Van",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIvanFan-Van",
+      "repo_first_seen_at": "2026-03-20T04:29:57Z",
+      "repo_last_seen_at": "2026-03-20T05:45:46Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 2,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 1523,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "\u2014",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 6,
+        "merged_pr_count": 5,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44872,
+            "title": "Fix: Update outdated sampler comment in generation/utils.py",
+            "url": "https://github.com/huggingface/transformers/pull/44872",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-20T05:45:46Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 44871,
+            "title": "[Gemma-3] Inconsistent eos_token_id configuration: tokenizer has single value (1) but model.config has list [1, 106]",
+            "url": "https://github.com/huggingface/transformers/issues/44871",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-03-20T04:29:57Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "syncdoth",
+      "name": "Sehyun Choi",
+      "profile_url": "https://github.com/syncdoth",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asyncdoth",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asyncdoth",
+      "repo_first_seen_at": "2026-03-21T06:05:36Z",
+      "repo_last_seen_at": "2026-03-21T06:07:35Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 2,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 2666,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "large open PR backlog; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44907,
+            "title": "Remove unnecessary expand_as in get_placeholder_mask across VLMs",
+            "url": "https://github.com/huggingface/transformers/pull/44907",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-21T06:07:35Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 44906,
+            "title": "Remove unnecessary `expand_as` in `get_placeholder_mask` across VLMs",
+            "url": "https://github.com/huggingface/transformers/issues/44906",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-03-21T06:05:36Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "BSchilperoort",
+      "name": "Bart Schilperoort",
+      "profile_url": "https://github.com/BSchilperoort",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABSchilperoort",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABSchilperoort",
+      "repo_first_seen_at": "2026-03-18T11:08:09Z",
+      "repo_last_seen_at": "2026-03-23T12:27:25Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 6,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 4,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 3985,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "\u2014",
+      "public_orgs": [
+        "eWaterCycle"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 11,
+        "merged_pr_count": 8,
+        "closed_unmerged_pr_count": 1,
+        "open_pr_count": 2,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44946,
+            "title": "Correct docstrings for `from_pretrained` (url input deprecated)",
+            "url": "https://github.com/huggingface/transformers/pull/44946",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-03-23T12:18:34Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 44821,
+            "title": "Unable to load `AutoImageProcessor` from URL",
+            "url": "https://github.com/huggingface/transformers/issues/44821",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-03-18T11:08:09Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "josh-kean",
+      "name": "Josh",
+      "profile_url": "https://github.com/josh-kean",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajosh-kean",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajosh-kean",
+      "repo_first_seen_at": "2026-03-22T17:57:33Z",
+      "repo_last_seen_at": "2026-03-23T20:07:09Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 5,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 3,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 2823,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "large open PR backlog; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 1,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 1,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44958,
+            "title": "fixed import error with PILImageResampling",
+            "url": "https://github.com/huggingface/transformers/pull/44958",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-23T20:07:09Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 44933,
+            "title": "Nonexistant import from image_utils",
+            "url": "https://github.com/huggingface/transformers/issues/44933",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-03-22T17:57:33Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "bigshanedogg",
+      "name": null,
+      "profile_url": "https://github.com/bigshanedogg",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abigshanedogg",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abigshanedogg",
+      "repo_first_seen_at": "2026-03-23T19:34:30Z",
+      "repo_last_seen_at": "2026-03-23T20:14:51Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 3,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 1,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 3650,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "large open PR backlog; targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 3,
+        "merged_pr_count": 1,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 2,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44956,
+            "title": "[WIP] Add HyperCLOVAX model",
+            "url": "https://github.com/huggingface/transformers/pull/44956",
+            "state": "open",
+            "merged": false,
+            "draft": true,
+            "created_at": "2026-03-23T19:34:30Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 44957,
+            "title": "Add HyperCLOVA X SEED Think 14B",
+            "url": "https://github.com/huggingface/transformers/issues/44957",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-03-23T19:37:47Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "kaixuanliu",
+      "name": "kaixuanliu",
+      "profile_url": "https://github.com/kaixuanliu",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu",
+      "repo_first_seen_at": "2026-03-13T07:14:25Z",
+      "repo_last_seen_at": "2026-03-24T12:03:51Z",
+      "repo_primary_artifact_count": 2,
+      "repo_artifact_count": 11,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 3,
+      "snapshot_review_count": 3,
+      "snapshot_review_comment_count": 3,
+      "new_to_repo": true,
+      "account_age_days": 3910,
+      "young_account": false,
+      "follow_through_score": "strong",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "targets high-star repos",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 21,
+        "merged_pr_count": 16,
+        "closed_unmerged_pr_count": 2,
+        "open_pr_count": 3,
+        "distinct_repos_with_authored_prs": 4,
+        "distinct_repos_with_open_prs": 3
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 44653,
+            "title": "Fix `AutoImageProcessor` to correctly detect local implementation whe\u2026",
+            "url": "https://github.com/huggingface/transformers/pull/44653",
+            "state": "closed",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-03-13T07:14:25Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 44964,
+            "title": "Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.",
+            "url": "https://github.com/huggingface/transformers/issues/44964",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-03-24T06:54:38Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "Ahmed-G-ElTaher",
+      "name": "Ahmed El-Taher",
+      "profile_url": "https://github.com/Ahmed-G-ElTaher",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAhmed-G-ElTaher",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAhmed-G-ElTaher",
+      "repo_first_seen_at": "2025-08-26T02:50:39Z",
+      "repo_last_seen_at": "2025-08-26T02:50:39Z",
+      "repo_primary_artifact_count": 1,
+      "repo_artifact_count": 1,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 1145,
+      "young_account": false,
+      "follow_through_score": "n/a",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "\u2014",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 0,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 0,
+        "distinct_repos_with_authored_prs": 0,
+        "distinct_repos_with_open_prs": 0
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 40446,
+            "title": "Add convert_segmentation_map_to_binary_masks_sorted function for hand\u2026",
+            "url": "https://github.com/huggingface/transformers/pull/40446",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2025-08-26T02:50:39Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    },
+    {
+      "author_login": "AkshatSh",
+      "name": "Akshat Shrivastava",
+      "profile_url": "https://github.com/AkshatSh",
+      "repo_pull_requests_url": "https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAkshatSh",
+      "repo_issues_url": "https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAkshatSh",
+      "repo_first_seen_at": "2025-09-18T07:05:39Z",
+      "repo_last_seen_at": "2025-09-18T07:05:39Z",
+      "repo_primary_artifact_count": 1,
+      "repo_artifact_count": 1,
+      "snapshot_issue_count": 0,
+      "snapshot_pr_count": 1,
+      "snapshot_comment_count": 0,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "new_to_repo": true,
+      "account_age_days": 4184,
+      "young_account": false,
+      "follow_through_score": "n/a",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "\u2014",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 0,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 0,
+        "distinct_repos_with_authored_prs": 0,
+        "distinct_repos_with_open_prs": 0
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 40962,
+            "title": "perceptron: Isaac-0.1 implementation",
+            "url": "https://github.com/huggingface/transformers/pull/40962",
+            "state": "open",
+            "merged": false,
+            "draft": true,
+            "created_at": "2025-09-18T07:05:39Z"
+          }
+        ],
+        "issues": []
+      },
+      "fetch_error": null
+    }
+  ]
+}

new-contributors-report.md

@@ -0,0 +1,515 @@
+# New Contributor Report: huggingface/transformers
+
+- Snapshot: `20260324T143453Z`
+- Generated: `2026-03-24T14:39:13Z`
+- Activity window: `42d`
+- Max primary artifacts for inclusion: `3`
+- Contributors: `25`
+
+## Summary
+
+| Author | Profile | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
+| --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
+| `IlyasMoutawwakil` | [profile](https://github.com/IlyasMoutawwakil) | 2330d | `2025-11-03T14:20:21Z` | 3 | 0 | mixed | low | low | targets high-star repos |
+| `SunMarc` | [profile](https://github.com/SunMarc) | 2336d | `2026-02-20T17:11:25Z` | 3 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
+| `stas00` | [profile](https://github.com/stas00) | 4077d | `2021-11-17T01:57:38Z` | 2 | 0 | mixed | low | low | large open PR backlog; targets high-star repos |
+| `sergiopaniego` | [profile](https://github.com/sergiopaniego) | 3693d | `2026-03-19T10:22:40Z` | 2 | 0 | mixed | moderate | low | targets high-star repos |
+| `guoyangzhen` | [profile](https://github.com/guoyangzhen) | 2566d | `2026-03-20T13:03:54Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; large open PR backlog; targets high-star repos |
+| `kashif` | [profile](https://github.com/kashif) | 6545d | `2026-03-20T13:46:43Z` | 2 | 0 | mixed | high | low | broad repo spread; large open PR backlog; targets high-star repos |
+| `r266-tech` | [profile](https://github.com/r266-tech) | 182d | `2026-03-22T17:28:57Z` | 2 | 0 | weak | very high | medium | young account; extremely high recent PR volume; very broad repo spread; large open PR backlog; targets high-star repos |
+| `Sai-Suraj-27` | [profile](https://github.com/Sai-Suraj-27) | 1720d | `2026-03-19T07:30:39Z` | 2 | 0 | strong | low | low | targets high-star repos |
+| `lashahub` | [profile](https://github.com/lashahub) | 3314d | `2026-01-27T17:37:34Z` | 2 | 0 | mixed | low | low | large open PR backlog; no visible non-self stars; targets high-star repos |
+| `3outeille` | [profile](https://github.com/3outeille) | 2601d | `2026-02-17T10:57:06Z` | 2 | 0 | weak | low | low | large open PR backlog; targets high-star repos |
+| `remi-or` | [profile](https://github.com/remi-or) | 1789d | `2026-03-18T17:48:15Z` | 2 | 0 | strong | low | low | targets high-star repos |
+| `maxsloef-goodfire` | [profile](https://github.com/maxsloef-goodfire) | 290d | `2026-03-21T20:25:51Z` | 2 | 0 | mixed | low | low | young account; large open PR backlog; no visible non-self stars; targets high-star repos |
+| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | 1372d | `2026-03-11T01:42:33Z` | 2 | 0 | mixed | moderate | low | — |
+| `he-yufeng` | [profile](https://github.com/he-yufeng) | 2845d | `2026-03-14T18:33:53Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; large open PR backlog; targets high-star repos |
+| `Rocketknight1` | [profile](https://github.com/Rocketknight1) | 3937d | `2025-10-06T12:23:44Z` | 2 | 0 | strong | low | low | targets high-star repos |
+| `ouroborosscr` | [profile](https://github.com/ouroborosscr) | 1944d | `2026-03-21T15:38:54Z` | 1 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `gh-wf` | [profile](https://github.com/gh-wf) | 1312d | `2026-03-19T15:13:12Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
+| `IvanFan-Van` | [profile](https://github.com/IvanFan-Van) | 1523d | `2026-03-20T04:29:57Z` | 1 | 1 | strong | low | low | — |
+| `syncdoth` | [profile](https://github.com/syncdoth) | 2666d | `2026-03-21T06:05:36Z` | 1 | 1 | weak | low | low | large open PR backlog; targets high-star repos |
+| `BSchilperoort` | [profile](https://github.com/BSchilperoort) | 3985d | `2026-03-18T11:08:09Z` | 1 | 1 | strong | low | low | — |
+| `josh-kean` | [profile](https://github.com/josh-kean) | 2823d | `2026-03-22T17:57:33Z` | 1 | 1 | weak | low | low | large open PR backlog; targets high-star repos |
+| `bigshanedogg` | [profile](https://github.com/bigshanedogg) | 3650d | `2026-03-23T19:34:30Z` | 1 | 1 | weak | low | low | large open PR backlog; targets high-star repos |
+| `kaixuanliu` | [profile](https://github.com/kaixuanliu) | 3910d | `2026-03-13T07:14:25Z` | 1 | 1 | strong | moderate | low | targets high-star repos |
+| `Ahmed-G-ElTaher` | [profile](https://github.com/Ahmed-G-ElTaher) | 1145d | `2025-08-26T02:50:39Z` | 1 | 0 | n/a | low | low | — |
+| `AkshatSh` | [profile](https://github.com/AkshatSh) | 4184d | `2025-09-18T07:05:39Z` | 1 | 0 | n/a | low | low | — |
+
+## Contributors
+
+### `IlyasMoutawwakil`
+
+- profile: [github.com/IlyasMoutawwakil](https://github.com/IlyasMoutawwakil)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIlyasMoutawwakil)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIlyasMoutawwakil)
+- repo first seen: `2025-11-03T14:20:21Z`
+- repo last seen: `2026-03-24T13:49:21Z`
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 23 reviews / 24 review comments**
+- account age: **2330 days**
+- public orgs: `huggingface`, `Chouafa`
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #44970: Fix CPU 16 bytes alignment issue using equivalent fallback](https://github.com/huggingface/transformers/pull/44970) — open
+- [PR #44832: DeepGEMM](https://github.com/huggingface/transformers/pull/44832) — open
+- [PR #41992: [PoC] HF exporters](https://github.com/huggingface/transformers/pull/41992) — open
+
+### `SunMarc`
+
+- profile: [github.com/SunMarc](https://github.com/SunMarc)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASunMarc)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASunMarc)
+- repo first seen: `2026-02-20T17:11:25Z`
+- repo last seen: `2026-03-24T14:27:31Z`
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **3 comments / 11 reviews / 19 review comments**
+- account age: **2336 days**
+- public orgs: `huggingface`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **high recent PR volume; targets high-star repos**
+
+Example artifacts:
+- [PR #44895: Add static FP8 expert support ](https://github.com/huggingface/transformers/pull/44895) — closed, merged
+- [PR #44864: Switch FP8 per tensor quant to use `torch._scaled_mm`](https://github.com/huggingface/transformers/pull/44864) — closed
+- [PR #44796: [refactor] Serving into proper modules](https://github.com/huggingface/transformers/pull/44796) — open
+
+### `stas00`
+
+- profile: [github.com/stas00](https://github.com/stas00)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Astas00)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Astas00)
+- repo first seen: `2021-11-17T01:57:38Z`
+- repo last seen: `2022-01-21T01:36:49Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 3 reviews / 3 review comments**
+- account age: **4077 days**
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **large open PR backlog; targets high-star repos**
+
+Example artifacts:
+- [PR #14708: [WIP] [performance doc] faster/leaner optimizers](https://github.com/huggingface/transformers/pull/14708) — open, draft
+- [PR #14426: [Deepspeed Inference] HF Integration](https://github.com/huggingface/transformers/pull/14426) — closed, draft
+
+### `sergiopaniego`
+
+- profile: [github.com/sergiopaniego](https://github.com/sergiopaniego)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asergiopaniego)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asergiopaniego)
+- repo first seen: `2026-03-19T10:22:40Z`
+- repo last seen: `2026-03-20T08:38:03Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **3693 days**
+- public orgs: `JdeRobot`, `TheRoboticsClub`, `huggingface`
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #44873: Fix VL model rope_deltas batch size mismatch in online RL training](https://github.com/huggingface/transformers/pull/44873) — closed, merged
+- [PR #44853: Fix Zamba2MambaMixer ignoring use_mamba_kernels=False](https://github.com/huggingface/transformers/pull/44853) — open
+
+### `guoyangzhen`
+
+- profile: [github.com/guoyangzhen](https://github.com/guoyangzhen)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aguoyangzhen)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aguoyangzhen)
+- repo first seen: `2026-03-20T13:03:54Z`
+- repo last seen: `2026-03-20T22:08:49Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2566 days**
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; large open PR backlog; targets high-star repos**
+
+Example artifacts:
+- [PR #44902: fix: Whisper word timestamp OOB access on trailing replacement char](https://github.com/huggingface/transformers/pull/44902) — closed
+- [PR #44885: fix: prevent IndexError in Whisper word timestamp decode](https://github.com/huggingface/transformers/pull/44885) — closed
+
+### `kashif`
+
+- profile: [github.com/kashif](https://github.com/kashif)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akashif)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akashif)
+- repo first seen: `2026-03-20T13:46:43Z`
+- repo last seen: `2026-03-22T14:04:40Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **6545 days**
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
+- heuristic read: **broad repo spread; large open PR backlog; targets high-star repos**
+
+Example artifacts:
+- [PR #44925: [MOE]  MoE routing capture and replay support](https://github.com/huggingface/transformers/pull/44925) — open
+- [PR #44891: [Trainer] add MoERouterHealthCallback Callback](https://github.com/huggingface/transformers/pull/44891) — open
+
+### `r266-tech`
+
+- profile: [github.com/r266-tech](https://github.com/r266-tech)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ar266-tech)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ar266-tech)
+- repo first seen: `2026-03-22T17:28:57Z`
+- repo last seen: `2026-03-22T17:31:03Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- account age: **182 days**
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **young account; extremely high recent PR volume; very broad repo spread; large open PR backlog; targets high-star repos**
+
+Example artifacts:
+- [PR #44932: Fix: Pass scheduler_specific_kwargs to inverse_sqrt scheduler](https://github.com/huggingface/transformers/pull/44932) — closed
+- [PR #44931: fix(camembert): add tie_word_embeddings=True to CamembertConfig](https://github.com/huggingface/transformers/pull/44931) — closed, merged
+
+### `Sai-Suraj-27`
+
+- profile: [github.com/Sai-Suraj-27](https://github.com/Sai-Suraj-27)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ASai-Suraj-27)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ASai-Suraj-27)
+- repo first seen: `2026-03-19T07:30:39Z`
+- repo last seen: `2026-03-22T18:03:34Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **1720 days**
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #44934: Fix failing `T5ModelIntegrationTest`](https://github.com/huggingface/transformers/pull/44934) — open
+- [PR #44848: Fix failing `Qwen3OmniModelIntegrationTests`](https://github.com/huggingface/transformers/pull/44848) — open
+
+### `lashahub`
+
+- profile: [github.com/lashahub](https://github.com/lashahub)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Alashahub)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Alashahub)
+- repo first seen: `2026-01-27T17:37:34Z`
+- repo last seen: `2026-03-23T04:25:41Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 6 reviews / 6 review comments**
+- account age: **3314 days**
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **large open PR backlog; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #44830: Add AudioFlamingoNext model](https://github.com/huggingface/transformers/pull/44830) — open
+- [PR #43538: Add Music Flamingo](https://github.com/huggingface/transformers/pull/43538) — open
+
+### `3outeille`
+
+- profile: [github.com/3outeille](https://github.com/3outeille)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3A3outeille)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3A3outeille)
+- repo first seen: `2026-02-17T10:57:06Z`
+- repo last seen: `2026-03-23T15:39:09Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 6 reviews / 6 review comments**
+- account age: **2601 days**
+- public orgs: `huggingface`
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **large open PR backlog; targets high-star repos**
+
+Example artifacts:
+- [PR #44827: Fix Mistral4 tests](https://github.com/huggingface/transformers/pull/44827) — open
+- [PR #44083: FSDP2 native support in transformers ](https://github.com/huggingface/transformers/pull/44083) — open
+
+### `remi-or`
+
+- profile: [github.com/remi-or](https://github.com/remi-or)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aremi-or)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aremi-or)
+- repo first seen: `2026-03-18T17:48:15Z`
+- repo last seen: `2026-03-23T15:44:45Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
+- account age: **1789 days**
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #44858: [CB] [Minor] Simplify test suite](https://github.com/huggingface/transformers/pull/44858) — closed, merged
+- [PR #44835: [CB] Add an option to return logprobs](https://github.com/huggingface/transformers/pull/44835) — closed, merged
+
+### `maxsloef-goodfire`
+
+- profile: [github.com/maxsloef-goodfire](https://github.com/maxsloef-goodfire)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Amaxsloef-goodfire)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Amaxsloef-goodfire)
+- repo first seen: `2026-03-21T20:25:51Z`
+- repo last seen: `2026-03-23T18:45:51Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **290 days**
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **young account; large open PR backlog; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #44915: fix: skip `clean_up_tokenization` for BPE tokenizers in `PreTrainedTokenizerFast`](https://github.com/huggingface/transformers/pull/44915) — open
+- [PR #44914: fix: set `clean_up_tokenization_spaces=False` in Llama 3 tokenizer conversion](https://github.com/huggingface/transformers/pull/44914) — closed, merged
+
+### `jiqing-feng`
+
+- profile: [github.com/jiqing-feng](https://github.com/jiqing-feng)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajiqing-feng)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajiqing-feng)
+- repo first seen: `2026-03-11T01:42:33Z`
+- repo last seen: `2026-03-24T05:25:35Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 1 reviews / 1 review comments**
+- account age: **1372 days**
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #44845: Fix Mllama torch.compile failure caused by new attention mask logic](https://github.com/huggingface/transformers/pull/44845) — open
+- [PR #44588: Fix llama4 bnb mode](https://github.com/huggingface/transformers/pull/44588) — open
+
+### `he-yufeng`
+
+- profile: [github.com/he-yufeng](https://github.com/he-yufeng)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ahe-yufeng)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ahe-yufeng)
+- repo first seen: `2026-03-14T18:33:53Z`
+- repo last seen: `2026-03-24T13:30:38Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 2 reviews / 2 review comments**
+- account age: **2845 days**
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **high recent PR volume; very broad repo spread; large open PR backlog; targets high-star repos**
+
+Example artifacts:
+- [PR #44892: Fix AutoImageProcessor.from_pretrained failing on URL input](https://github.com/huggingface/transformers/pull/44892) — closed
+- [PR #44710: Fix AutoProcessor.from_pretrained silently dropping hub kwargs](https://github.com/huggingface/transformers/pull/44710) — open
+
+### `Rocketknight1`
+
+- profile: [github.com/Rocketknight1](https://github.com/Rocketknight1)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ARocketknight1)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ARocketknight1)
+- repo first seen: `2025-10-06T12:23:44Z`
+- repo last seen: `2026-03-24T14:27:47Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **24 comments / 18 reviews / 16 review comments**
+- account age: **3937 days**
+- public orgs: `huggingface`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #44890: Add big angry code agent warnings!](https://github.com/huggingface/transformers/pull/44890) — closed, merged
+- [PR #44674: Officially launch parse_response](https://github.com/huggingface/transformers/pull/44674) — open
+
+### `ouroborosscr`
+
+- profile: [github.com/ouroborosscr](https://github.com/ouroborosscr)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Aouroborosscr)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Aouroborosscr)
+- repo first seen: `2026-03-21T15:38:54Z`
+- repo last seen: `2026-03-24T07:57:07Z`
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **1 PRs / 2 issues**
+- snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
+- account age: **1944 days**
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #44911: Fix flash attention crash with 3D position_ids (Qwen3.5)](https://github.com/huggingface/transformers/pull/44911) — open
+- [Issue #44928: [Bug] Catastrophic gradient explosion (NaN) in RLHF with Qwen3.5 due to 3D position_ids forcing SDPA Math fallback and BF16 collapse](https://github.com/huggingface/transformers/issues/44928) — open
+- [Issue #44910: [Bug] Flash Attention crashes with illegal memory access on Qwen3.5 due to 3D position_ids being misinterpreted as packed sequence](https://github.com/huggingface/transformers/issues/44910) — open
+
+### `gh-wf`
+
+- profile: [github.com/gh-wf](https://github.com/gh-wf)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Agh-wf)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Agh-wf)
+- repo first seen: `2026-03-19T15:13:12Z`
+- repo last seen: `2026-03-19T15:14:12Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1312 days**
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #44862: fix: handle list-type _tied_weights_keys in _get_tied_weight_keys](https://github.com/huggingface/transformers/pull/44862) — closed
+- [Issue #44861: _get_tied_weight_keys crashes with AttributeError when _tied_weights_keys is a list](https://github.com/huggingface/transformers/issues/44861) — closed
+
+### `IvanFan-Van`
+
+- profile: [github.com/IvanFan-Van](https://github.com/IvanFan-Van)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AIvanFan-Van)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AIvanFan-Van)
+- repo first seen: `2026-03-20T04:29:57Z`
+- repo last seen: `2026-03-20T05:45:46Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1523 days**
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #44872: Fix: Update outdated sampler comment in generation/utils.py](https://github.com/huggingface/transformers/pull/44872) — open
+- [Issue #44871: [Gemma-3] Inconsistent eos_token_id configuration: tokenizer has single value (1) but model.config has list [1, 106]](https://github.com/huggingface/transformers/issues/44871) — closed
+
+### `syncdoth`
+
+- profile: [github.com/syncdoth](https://github.com/syncdoth)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Asyncdoth)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Asyncdoth)
+- repo first seen: `2026-03-21T06:05:36Z`
+- repo last seen: `2026-03-21T06:07:35Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **2666 days**
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **large open PR backlog; targets high-star repos**
+
+Example artifacts:
+- [PR #44907: Remove unnecessary expand_as in get_placeholder_mask across VLMs](https://github.com/huggingface/transformers/pull/44907) — open
+- [Issue #44906: Remove unnecessary `expand_as` in `get_placeholder_mask` across VLMs](https://github.com/huggingface/transformers/issues/44906) — open
+
+### `BSchilperoort`
+
+- profile: [github.com/BSchilperoort](https://github.com/BSchilperoort)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3ABSchilperoort)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3ABSchilperoort)
+- repo first seen: `2026-03-18T11:08:09Z`
+- repo last seen: `2026-03-23T12:27:25Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
+- account age: **3985 days**
+- public orgs: `eWaterCycle`
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #44946: Correct docstrings for `from_pretrained` (url input deprecated)](https://github.com/huggingface/transformers/pull/44946) — closed, merged
+- [Issue #44821: Unable to load `AutoImageProcessor` from URL](https://github.com/huggingface/transformers/issues/44821) — closed
+
+### `josh-kean`
+
+- profile: [github.com/josh-kean](https://github.com/josh-kean)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Ajosh-kean)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Ajosh-kean)
+- repo first seen: `2026-03-22T17:57:33Z`
+- repo last seen: `2026-03-23T20:07:09Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **2823 days**
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **large open PR backlog; targets high-star repos**
+
+Example artifacts:
+- [PR #44958: fixed import error with PILImageResampling](https://github.com/huggingface/transformers/pull/44958) — open
+- [Issue #44933: Nonexistant import from image_utils](https://github.com/huggingface/transformers/issues/44933) — open
+
+### `bigshanedogg`
+
+- profile: [github.com/bigshanedogg](https://github.com/bigshanedogg)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Abigshanedogg)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Abigshanedogg)
+- repo first seen: `2026-03-23T19:34:30Z`
+- repo last seen: `2026-03-23T20:14:51Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **3650 days**
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **large open PR backlog; targets high-star repos**
+
+Example artifacts:
+- [PR #44956: [WIP] Add HyperCLOVAX model](https://github.com/huggingface/transformers/pull/44956) — open, draft
+- [Issue #44957: Add HyperCLOVA X SEED Think 14B](https://github.com/huggingface/transformers/issues/44957) — open
+
+### `kaixuanliu`
+
+- profile: [github.com/kaixuanliu](https://github.com/kaixuanliu)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3Akaixuanliu)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3Akaixuanliu)
+- repo first seen: `2026-03-13T07:14:25Z`
+- repo last seen: `2026-03-24T12:03:51Z`
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **3 comments / 3 reviews / 3 review comments**
+- account age: **3910 days**
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **moderate**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #44653: Fix `AutoImageProcessor` to correctly detect local implementation whe…](https://github.com/huggingface/transformers/pull/44653) — closed
+- [Issue #44964: Cannot load `microsoft/Phi-4-multimodal-instruct` model with latest transformers.](https://github.com/huggingface/transformers/issues/44964) — closed
+
+### `Ahmed-G-ElTaher`
+
+- profile: [github.com/Ahmed-G-ElTaher](https://github.com/Ahmed-G-ElTaher)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAhmed-G-ElTaher)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAhmed-G-ElTaher)
+- repo first seen: `2025-08-26T02:50:39Z`
+- repo last seen: `2025-08-26T02:50:39Z`
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **1145 days**
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #40446: Add convert_segmentation_map_to_binary_masks_sorted function for hand…](https://github.com/huggingface/transformers/pull/40446) — open
+
+### `AkshatSh`
+
+- profile: [github.com/AkshatSh](https://github.com/AkshatSh)
+- repo PR search: [open search](https://github.com/huggingface/transformers/pulls?q=is%3Apr+author%3AAkshatSh)
+- repo issue search: [open search](https://github.com/huggingface/transformers/issues?q=is%3Aissue+author%3AAkshatSh)
+- repo first seen: `2025-09-18T07:05:39Z`
+- repo last seen: `2025-09-18T07:05:39Z`
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **4184 days**
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
+- heuristic read: **—**
+
+Example artifacts:
+- [PR #40962: perceptron: Isaac-0.1 implementation](https://github.com/huggingface/transformers/pull/40962) — open, draft

new_contributors.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bac1033c10507e3adefafbd3d4164cef3bfe38ac20d050fe1035e30d76064651
+size 15280

pr_comments.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b8f1f825d6f1efbd68b7ef49cf7f5be2c43a112c24a6910e46737310fe00a46
+size 74540

pr_diffs.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3770f56ef88eaba2b7a231a1fa9ea17d4ec2ca49f9cf5c74e010488add52fd2
+size 2461314

pr_files.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0424ed2b494427dde0cc4b83fed1ea2f3df94148710a403741d43d1607fe1b92
+size 2468093

pull_requests.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0782c6b222e2b1d063643933705b99ca63d667591eea91c8e6fb9c7b8ca3cf9a
+size 159990

review_comments.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c29d3ae3b3c43bef9fe3d14e9ff3c6361c9f390bb8f471a8c9e0522f2ce6a745
+size 338816

reviews.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73fae622c653846b27e4264fab7acebdc654a8b87b2ed432553cd5132f9d2d64
+size 84777