Refresh diffusers dataset snapshot 20260612T103524Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260612T094134Z`
+- latest snapshot: `20260612T103524Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
 - full file contents for changed files are not included

comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a408648f5a6f767ac5afe830ecde9f73d885d2389429c1d112da7c44e561e352
-size 15172136
+oid sha256:38aed517032e9d9bfe80112f72e527c0546240b12132194bf474689a782c829e
+size 15173154

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d0e3b4af01509438a16c510c233431cf2e9c1f512fa5f2ee7f751a268fc5b49b
-size 2971528
+oid sha256:71f59f21d19cb52ba200a382f27d38410491b52bb8e32f920cfbbeb894f875b4
+size 2971650

issue_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8c0de005ac1dc75ec0c8e14ce9cdeea5d60774889519a7cbb6dc2e4382fb9e05
-size 8204045
+oid sha256:28e390d008f33ce5df0710a541fa393ddf2320aa4171b1a1e51388799d5408b0
+size 8204666

issues.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5eb6651bf13c3364fe46fbd9fe93636e9555c2c0b4e79d6536c8bc957167beca
-size 6287245
+oid sha256:c6465f8a761c56b7ab4410bf5ca0f3500928b23c6ca0ce988c66cc56a04f983c
+size 6287233

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d4a061d412b269453da3332f4cae6c97ea4328e67850efff91685988e5279609
-size 94008
+oid sha256:a39f7bdc0a092948202ad3614a5ce020e2b4204551dfdc03a0183ec9fb8977f3
+size 94003

manifest.json

@@ -5,35 +5,35 @@
     "new_contributors_parquet": "new_contributors.parquet"
   },
   "counts": {
-    "comments": 59838,
+    "comments": 59842,
     "issues": 5406,
     "links": 7213,
-    "new_contributors": 103,
-    "pr_diffs": 7489,
-    "pr_files": 52450,
-    "pull_requests": 7489,
+    "new_contributors": 104,
+    "pr_diffs": 7490,
+    "pr_files": 52461,
+    "pull_requests": 7490,
     "review_comments": 32047,
     "reviews": 29842,
-    "timeline_events": 207352
+    "timeline_events": 207372
   },
-  "crawl_started_at": "2026-06-12T09:41:34Z",
+  "crawl_started_at": "2026-06-12T10:35:24Z",
   "delta_counts": {
-    "comments": 0,
-    "issue_stubs": 2,
-    "issues": 0,
-    "links": 2230,
-    "pr_diffs": 2,
-    "pr_files": 7,
-    "pull_requests": 2,
+    "comments": 4,
+    "issue_stubs": 5,
+    "issues": 1,
+    "links": 3,
+    "pr_diffs": 4,
+    "pr_files": 43,
+    "pull_requests": 4,
     "review_comments": 0,
-    "reviews": 0,
-    "timeline_events": 6
+    "reviews": 1,
+    "timeline_events": 73
   },
-  "extracted_at": "2026-06-12T09:41:34Z",
+  "extracted_at": "2026-06-12T10:35:24Z",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260612T094134Z",
+  "snapshot_id": "20260612T103524Z",
   "watermark": {
-    "effective_since": "2026-06-12T08:35:25Z",
-    "next_since": "2026-06-12T09:41:34Z"
+    "effective_since": "2026-06-12T09:41:34Z",
+    "next_since": "2026-06-12T10:35:24Z"
   }
 }

new-contributors-report.json

@@ -1,26 +1,26 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260612T094134Z",
-  "generated_at": "2026-06-12T09:42:16Z",
+  "snapshot_id": "20260612T103524Z",
+  "generated_at": "2026-06-12T10:35:59Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
-    "selected_contributors": 103,
-    "first_seen_in_snapshot": 1,
-    "known_via_prior_merged_pr": 55,
-    "previous_primary_author_count": 3660,
-    "selected_seen_in_previous_primary": 102,
-    "previous_report_contributor_count": 101,
-    "selected_overlap_previous_report": 101,
-    "selected_overlap_previous_report_rate": 0.9806,
-    "reused_previous_report_entries": 98,
+    "selected_contributors": 104,
+    "first_seen_in_snapshot": 0,
+    "known_via_prior_merged_pr": 56,
+    "previous_primary_author_count": 3661,
+    "selected_seen_in_previous_primary": 104,
+    "previous_report_contributor_count": 103,
+    "selected_overlap_previous_report": 103,
+    "selected_overlap_previous_report_rate": 0.9904,
+    "reused_previous_report_entries": 100,
     "reused_known_merged_contributors": 52,
-    "live_fetches": 5,
+    "live_fetches": 4,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 12.575,
-    "enrichment_avg_seconds_per_author": 0.122,
+    "enrichment_elapsed_seconds": 4.419,
+    "enrichment_avg_seconds_per_author": 0.042,
     "enrichment_failures": 3
   },
   "contributors": [
@@ -31,12 +31,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Asayakpaul",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Asayakpaul",
       "repo_first_seen_at": "2023-01-13T14:42:20Z",
-      "repo_last_seen_at": "2026-06-12T04:59:55Z",
+      "repo_last_seen_at": "2026-06-12T10:16:50Z",
       "repo_primary_artifact_count": 1188,
-      "repo_artifact_count": 23820,
+      "repo_artifact_count": 23822,
       "snapshot_issue_count": 134,
       "snapshot_pr_count": 1054,
-      "snapshot_comment_count": 8247,
+      "snapshot_comment_count": 8249,
       "snapshot_review_count": 7060,
       "snapshot_review_comment_count": 7325,
       "repo_association": "MEMBER",
@@ -4471,8 +4471,8 @@
       "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
       "report_reason": null,
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 2234,
       "young_account": false,
       "follow_through_score": "weak",
@@ -4636,6 +4636,96 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "DavidBert",
+      "name": "David Bertoin",
+      "profile_url": "https://github.com/DavidBert",
+      "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ADavidBert",
+      "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ADavidBert",
+      "repo_first_seen_at": "2025-09-26T15:01:33Z",
+      "repo_last_seen_at": "2026-06-12T10:22:13Z",
+      "repo_primary_artifact_count": 9,
+      "repo_artifact_count": 98,
+      "snapshot_issue_count": 1,
+      "snapshot_pr_count": 8,
+      "snapshot_comment_count": 8,
+      "snapshot_review_count": 41,
+      "snapshot_review_comment_count": 40,
+      "repo_association": "CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": true,
+      "report_reason": null,
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 4055,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share; targets high-star repos",
+      "public_orgs": [
+        "wikistat"
+      ],
+      "activity": {
+        "visible_authored_pr_count": 2,
+        "merged_pr_count": 0,
+        "closed_unmerged_pr_count": 0,
+        "open_pr_count": 2,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 2,
+        "distinct_repos_with_open_prs": 2
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 13928,
+            "title": "Add PRXPixelPipeline: pixel-space PRX text-to-image pipeline",
+            "url": "https://github.com/huggingface/diffusers/pull/13928",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-12T10:22:13Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 13143,
+            "title": "Fix T5GemmaEncoder loading for transformers 5.x composite T5GemmaConfig",
+            "url": "https://github.com/huggingface/diffusers/pull/13143",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-02-13T19:22:52Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 12791,
+            "title": "PRX Set downscale_freq_shift to 0 for consistency with internal implementation",
+            "url": "https://github.com/huggingface/diffusers/pull/12791",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2025-12-04T16:23:35Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 13142,
+            "title": "PRXPipeline.from_pretrained() broken with transformers 5.1.0",
+            "url": "https://github.com/huggingface/diffusers/issues/13142",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-02-13T19:20:40Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "paulinebm",
       "name": "Pauline Bailly-Masson",
@@ -7011,12 +7101,12 @@
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": true,
-      "first_seen_in_snapshot": true,
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
       "known_via_prior_merged_pr": false,
-      "report_reason": "first_seen_in_snapshot",
-      "enrichment_source": "live",
-      "live_refetch_skipped": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
       "account_age_days": 1413,
       "young_account": false,
       "follow_through_score": "weak",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260612T094134Z`
-- Generated: `2026-06-12T09:42:16Z`
+- Snapshot: `20260612T103524Z`
+- Generated: `2026-06-12T10:35:59Z`
 - Activity window: `60d`
-- Contributors: `103`
+- Contributors: `104`
 
 ## Summary
 
@@ -64,6 +64,7 @@
 | `entrpn` | [profile](https://github.com/entrpn) | no | CONTRIBUTOR | 4497d | `2022-10-27T22:30:33Z` | 12 | 3 | strong | low | low | targets high-star repos |
 | `Mr-Neutr0n` | [profile](https://github.com/Mr-Neutr0n) | no | FIRST_TIME_CONTRIBUTOR | 2234d | `2026-02-07T08:06:58Z` | 11 | 0 | weak | moderate | low | high open PR share |
 | `christopher5106` | [profile](https://github.com/christopher5106) | no | CONTRIBUTOR | 4466d | `2024-03-30T15:52:41Z` | 8 | 25 | weak | low | low | high open PR share; targets high-star repos |
+| `DavidBert` | [profile](https://github.com/DavidBert) | no | CONTRIBUTOR | 4055d | `2025-09-26T15:01:33Z` | 8 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 871d | `2024-12-12T10:28:15Z` | 8 | 0 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `Akash504-ai` | [profile](https://github.com/Akash504-ai) | no | CONTRIBUTOR | 467d | `2026-03-29T19:06:50Z` | 3 | 3 | mixed | high | medium | extremely high recent PR volume; broad repo spread |
 | `catwell` | [profile](https://github.com/catwell) | no | CONTRIBUTOR | 5921d | `2024-07-19T08:49:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -100,7 +101,7 @@
 | `JinLiIdeogram` | [profile](https://github.com/JinLiIdeogram) | no | NONE | 979d | `2026-05-11T18:57:43Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `MaciejBalaNV` | [profile](https://github.com/MaciejBalaNV) | no | CONTRIBUTOR | 737d | `2026-06-10T13:21:27Z` | 1 | 0 | mixed | moderate | low | — |
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | FIRST_TIME_CONTRIBUTOR | 1569d | `2026-04-25T18:34:23Z` | 1 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
-| `nandanadileep` | [profile](https://github.com/nandanadileep) | yes | FIRST_TIME_CONTRIBUTOR | 1413d | `2026-06-12T08:50:55Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
+| `nandanadileep` | [profile](https://github.com/nandanadileep) | no | FIRST_TIME_CONTRIBUTOR | 1413d | `2026-06-12T08:50:55Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `oab24413gmai` | [profile](https://github.com/oab24413gmai) | no | FIRST_TIME_CONTRIBUTOR | 46d | `2026-05-14T04:22:50Z` | 1 | 0 | weak | very high | high | very new account; high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `ooovenenoso` | [profile](https://github.com/ooovenenoso) | no | FIRST_TIME_CONTRIBUTOR | 1262d | `2026-05-24T12:21:28Z` | 1 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `Praanjaljain29` | [profile](https://github.com/Praanjaljain29) | no | FIRST_TIME_CONTRIBUTOR | 1089d | `2026-05-28T02:28:09Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -121,12 +122,12 @@
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Asayakpaul)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Asayakpaul)
 - repo first seen: `2023-01-13T14:42:20Z`
-- repo last seen: `2026-06-12T04:59:55Z`
+- repo last seen: `2026-06-12T10:16:50Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **1188**
 - snapshot authored PRs/issues: **1054 PRs / 134 issues**
-- snapshot discussion activity: **8247 comments / 7060 reviews / 7325 review comments**
+- snapshot discussion activity: **8249 comments / 7060 reviews / 7325 review comments**
 - account age: **3507 days**
 - recent public PR activity: **101 PRs** (86 merged / 7 closed-unmerged / 8 open; merged rate **85%**, closed-unmerged rate **7%**, open rate **8%**)
 - public orgs: `huggingface`, `all-things-vits`
@@ -1416,6 +1417,30 @@ Example artifacts:
 - [Issue #13487: Loading loras on "text_pipe" of a modular pipeline fails](https://github.com/huggingface/diffusers/issues/13487) — open
 - [Issue #13484: Lora loading fail on Flux 2 dev for FAL loras](https://github.com/huggingface/diffusers/issues/13484) — closed
 
+### `DavidBert`
+
+- profile: [github.com/DavidBert](https://github.com/DavidBert)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ADavidBert)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ADavidBert)
+- repo first seen: `2025-09-26T15:01:33Z`
+- repo last seen: `2026-06-12T10:22:13Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **9**
+- snapshot authored PRs/issues: **8 PRs / 1 issues**
+- snapshot discussion activity: **8 comments / 41 reviews / 40 review comments**
+- account age: **4055 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: `wikistat`
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #13928: Add PRXPixelPipeline: pixel-space PRX text-to-image pipeline](https://github.com/huggingface/diffusers/pull/13928) — open
+- [PR #13143: Fix T5GemmaEncoder loading for transformers 5.x composite T5GemmaConfig](https://github.com/huggingface/diffusers/pull/13143) — closed, merged
+- [PR #12791: PRX Set downscale_freq_shift to 0 for consistency with internal implementation](https://github.com/huggingface/diffusers/pull/12791) — closed, merged
+- [Issue #13142: PRXPipeline.from_pretrained() broken with transformers 5.1.0](https://github.com/huggingface/diffusers/issues/13142) — closed
+
 ### `paulinebm`
 
 - profile: [github.com/paulinebm](https://github.com/paulinebm)
@@ -2208,7 +2233,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Anandanadileep)
 - repo first seen: `2026-06-12T08:50:55Z`
 - repo last seen: `2026-06-12T08:50:55Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:df43211eddbf2e1a08825f53a935baf73d97708ca6989d57718e1ddcc18f62ed
-size 30602
+oid sha256:24bc8d18ae920f57d50954ea4f5bb3fd78af82f1ee2a15046324c853848bd12b
+size 30578

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:81775ba600d2fd76dad768306be8a795d0c106e08015328fb698588432a850f3
-size 7021508
+oid sha256:ee184e4681bfaa940f07d5663ebb80c54270347b641e1407ecce466b7be1a02b
+size 7022026

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fbcc3b9533b49d12a5a4867f37698df8f27e32a6d6603c5bd3f8bcc640f06a1e
-size 112424764
+oid sha256:2fe27e051f76103077b091b60f2baaaef6a44d876789d933b1d25f11c148c300
+size 112453333

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:be2ebe2261d352ec48317e700bfd4f672813ccf8adcab9b7de41163f1833dc71
-size 68243455
+oid sha256:5c2cad3aa821c786edec98ce022dd47bb59491539f8a9608efbb07be37c0b443
+size 68268084

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:690dd0d0b85a4f6a486a6651bc74f78a54332c8b6fd289e773c2c584c48994ba
-size 5065177
+oid sha256:a7922d2a32eb8e9ea310e435a883bc22e75a354b179805aed93c0109415c4a44
+size 5066169

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:92e26742c6b2a79e24ee04637cfe9272f172ad06723925a117f84a0dfc60a279
+oid sha256:279dab3ac3015b26a8980412788770e215f5c02d8cd040add1b4ae117db2d635
 size 2311319

snapshots/20260612T103524Z/manifest.json

@@ -0,0 +1,39 @@
+{
+  "artifacts": {
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
+  },
+  "counts": {
+    "comments": 59842,
+    "issues": 5406,
+    "links": 7213,
+    "new_contributors": 104,
+    "pr_diffs": 7490,
+    "pr_files": 52461,
+    "pull_requests": 7490,
+    "review_comments": 32047,
+    "reviews": 29842,
+    "timeline_events": 207372
+  },
+  "crawl_started_at": "2026-06-12T10:35:24Z",
+  "delta_counts": {
+    "comments": 4,
+    "issue_stubs": 5,
+    "issues": 1,
+    "links": 3,
+    "pr_diffs": 4,
+    "pr_files": 43,
+    "pull_requests": 4,
+    "review_comments": 0,
+    "reviews": 1,
+    "timeline_events": 73
+  },
+  "extracted_at": "2026-06-12T10:35:24Z",
+  "repo": "huggingface/diffusers",
+  "snapshot_id": "20260612T103524Z",
+  "watermark": {
+    "effective_since": "2026-06-12T09:41:34Z",
+    "next_since": "2026-06-12T10:35:24Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260612T094134Z/manifest.json",
-  "latest_snapshot_id": "20260612T094134Z",
+  "archived_manifest_path": "snapshots/20260612T103524Z/manifest.json",
+  "latest_snapshot_id": "20260612T103524Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-06-12T09:41:34Z",
+  "next_since": "2026-06-12T10:35:24Z",
   "repo": "huggingface/diffusers",
-  "snapshot_dir": "snapshots/20260612T094134Z"
+  "snapshot_dir": "snapshots/20260612T103524Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-06-12T08:35:25Z",
-  "last_successful_snapshot_id": "20260612T094134Z",
-  "next_since": "2026-06-12T09:41:34Z",
+  "effective_since": "2026-06-12T09:41:34Z",
+  "last_successful_snapshot_id": "20260612T103524Z",
+  "next_since": "2026-06-12T10:35:24Z",
   "repo": "huggingface/diffusers",
-  "updated_at": "2026-06-12T09:41:34Z"
+  "updated_at": "2026-06-12T10:35:24Z"
 }