Refresh diffusers dataset snapshot 20260710T083512Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260710T073512Z`
+- latest snapshot: `20260710T083512Z`
 - 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 sha256:959e3f8c77bc1b5f9ceee5ac04816b5ce02708ab1a4822786b6258d147f8b2c3
-size 15322203
+oid sha256:a802ee729787328df444ad64bb2502188997e9fb3f432198d24f102d4187fa0f
+size 15322293

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:da8388aad1409eb8ee07e4473fb119a79a225b2e4c198cd668d61a0b9afab5bb
-size 3016888
+oid sha256:dc675933f0c3bb3afa70e0f5af12c61a287b238d46e2cc156172434e9869aef4
+size 3024531

issue_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:937d366d4d3a31706301e09cca1d4ae7c45c6e739eeb6ef5def8ce8b5f9458cc
+oid sha256:b03c89ad813b5c829195f1fb85d0cbd1fd915367c59394c86b74c995c5099c00
 size 8244442

issues.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:783e2230e4d66a9bf0e2ebc1d651742418daa535292b851f849fe3378d4eeece
+oid sha256:8560887898f68090ecea66363b7cd126700f9e859dfcb1064ab7e761424eae22
 size 6364104

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7b0780e489a6dc23e96cc3a9d9d7a88050503f36689b0b422a2fc770361fd7db
-size 103740
+oid sha256:267bb5fa5fd2f23392e92de690783216f11fc3154a488cf572cc61c819d495d7
+size 103776

manifest.json

@@ -5,35 +5,35 @@
     "new_contributors_parquet": "new_contributors.parquet"
   },
   "counts": {
-    "comments": 60377,
+    "comments": 60378,
     "issues": 5457,
-    "links": 8736,
+    "links": 8737,
     "new_contributors": 128,
-    "pr_diffs": 7666,
-    "pr_files": 54186,
-    "pull_requests": 7666,
-    "review_comments": 32791,
-    "reviews": 30321,
-    "timeline_events": 210597
+    "pr_diffs": 7667,
+    "pr_files": 54194,
+    "pull_requests": 7667,
+    "review_comments": 32795,
+    "reviews": 30323,
+    "timeline_events": 210609
   },
-  "crawl_started_at": "2026-07-10T07:35:12Z",
+  "crawl_started_at": "2026-07-10T08:35:12Z",
   "delta_counts": {
     "comments": 1,
-    "issue_stubs": 1,
-    "issues": 1,
-    "links": 0,
-    "pr_diffs": 0,
-    "pr_files": 0,
-    "pull_requests": 0,
-    "review_comments": 0,
-    "reviews": 0,
-    "timeline_events": 7
+    "issue_stubs": 4,
+    "issues": 0,
+    "links": 4,
+    "pr_diffs": 4,
+    "pr_files": 17,
+    "pull_requests": 4,
+    "review_comments": 7,
+    "reviews": 5,
+    "timeline_events": 38
   },
-  "extracted_at": "2026-07-10T07:35:12Z",
+  "extracted_at": "2026-07-10T08:35:12Z",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260710T073512Z",
+  "snapshot_id": "20260710T083512Z",
   "watermark": {
-    "effective_since": "2026-07-10T06:35:23Z",
-    "next_since": "2026-07-10T07:35:12Z"
+    "effective_since": "2026-07-10T07:35:12Z",
+    "next_since": "2026-07-10T08:35:12Z"
   }
 }

new-contributors-report.json

@@ -1,8 +1,8 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260710T073512Z",
-  "generated_at": "2026-07-10T07:35:42Z",
+  "snapshot_id": "20260710T083512Z",
+  "generated_at": "2026-07-10T08:35:47Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
@@ -19,8 +19,8 @@
     "live_fetches": 3,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 0.46,
-    "enrichment_avg_seconds_per_author": 0.004,
+    "enrichment_elapsed_seconds": 0.746,
+    "enrichment_avg_seconds_per_author": 0.006,
     "enrichment_failures": 3
   },
   "contributors": [
@@ -250,14 +250,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ayiyixuxu",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ayiyixuxu",
       "repo_first_seen_at": "2022-12-14T16:37:57Z",
-      "repo_last_seen_at": "2026-07-10T05:10:22Z",
+      "repo_last_seen_at": "2026-07-10T07:50:56Z",
       "repo_primary_artifact_count": 352,
-      "repo_artifact_count": 9776,
+      "repo_artifact_count": 9782,
       "snapshot_issue_count": 39,
       "snapshot_pr_count": 313,
       "snapshot_comment_count": 2606,
-      "snapshot_review_count": 3000,
-      "snapshot_review_comment_count": 3818,
+      "snapshot_review_count": 3002,
+      "snapshot_review_comment_count": 3822,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -468,11 +468,11 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Alinoytsaban",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Alinoytsaban",
       "repo_first_seen_at": "2023-06-20T06:10:02Z",
-      "repo_last_seen_at": "2026-07-01T15:09:42Z",
-      "repo_primary_artifact_count": 81,
-      "repo_artifact_count": 676,
+      "repo_last_seen_at": "2026-07-10T08:10:33Z",
+      "repo_primary_artifact_count": 82,
+      "repo_artifact_count": 677,
       "snapshot_issue_count": 2,
-      "snapshot_pr_count": 79,
+      "snapshot_pr_count": 80,
       "snapshot_comment_count": 264,
       "snapshot_review_count": 185,
       "snapshot_review_comment_count": 146,
@@ -503,6 +503,16 @@
       },
       "examples": {
         "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 14158,
+            "title": "[lora training] fix aspect ratio bucketing in dreambooth scripts (+ caption dropout, --bucket_no_upscale)",
+            "url": "https://github.com/huggingface/diffusers/pull/14158",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-10T08:10:33Z"
+          },
           {
             "kind": "pull_request",
             "number": 14089,
@@ -522,16 +532,6 @@
             "merged": true,
             "draft": false,
             "created_at": "2026-06-26T10:47:14Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 13921,
-            "title": "Add Ideogram4LoraLoaderMixin (LoRA loading for Ideogram4)",
-            "url": "https://github.com/huggingface/diffusers/pull/13921",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-06-11T12:56:48Z"
           }
         ],
         "issues": [

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260710T073512Z`
-- Generated: `2026-07-10T07:35:42Z`
+- Snapshot: `20260710T083512Z`
+- Generated: `2026-07-10T08:35:47Z`
 - Activity window: `60d`
 - Contributors: `128`
 
@@ -13,7 +13,7 @@
 | `DN6` | [profile](https://github.com/DN6) | no | MEMBER | 4403d | `2023-02-22T04:27:25Z` | 383 | 14 | strong | low | low | targets high-star repos |
 | `yiyixuxu` | [profile](https://github.com/yiyixuxu) | no | MEMBER | 4019d | `2022-12-14T16:37:57Z` | 313 | 39 | strong | low | low | targets high-star repos |
 | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2338d | `2023-02-22T18:18:22Z` | 216 | 6 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
-| `linoytsaban` | [profile](https://github.com/linoytsaban) | no | MEMBER | 2390d | `2023-06-20T06:10:02Z` | 79 | 2 | mixed | low | low | high open PR share; targets high-star repos |
+| `linoytsaban` | [profile](https://github.com/linoytsaban) | no | MEMBER | 2390d | `2023-06-20T06:10:02Z` | 80 | 2 | mixed | low | low | high open PR share; targets high-star repos |
 | `dg845` | [profile](https://github.com/dg845) | no | MEMBER | 2368d | `2023-03-22T05:10:45Z` | 71 | 10 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6611d | `2022-06-15T15:01:24Z` | 68 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `Ricardo-M-L` | [profile](https://github.com/Ricardo-M-L) | no | CONTRIBUTOR | 2123d | `2026-04-02T16:08:54Z` | 45 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
@@ -198,12 +198,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ayiyixuxu)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ayiyixuxu)
 - repo first seen: `2022-12-14T16:37:57Z`
-- repo last seen: `2026-07-10T05:10:22Z`
+- repo last seen: `2026-07-10T07:50:56Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **352**
 - snapshot authored PRs/issues: **313 PRs / 39 issues**
-- snapshot discussion activity: **2606 comments / 3000 reviews / 3818 review comments**
+- snapshot discussion activity: **2606 comments / 3002 reviews / 3822 review comments**
 - account age: **4019 days**
 - recent public PR activity: **11 PRs** (9 merged / 0 closed-unmerged / 2 open; merged rate **82%**, closed-unmerged rate **0%**, open rate **18%**)
 - public orgs: none visible
@@ -250,11 +250,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Alinoytsaban)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Alinoytsaban)
 - repo first seen: `2023-06-20T06:10:02Z`
-- repo last seen: `2026-07-01T15:09:42Z`
+- repo last seen: `2026-07-10T08:10:33Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **81**
-- snapshot authored PRs/issues: **79 PRs / 2 issues**
+- repo primary artifacts: **82**
+- snapshot authored PRs/issues: **80 PRs / 2 issues**
 - snapshot discussion activity: **264 comments / 185 reviews / 146 review comments**
 - account age: **2390 days**
 - recent public PR activity: **2 PRs** (1 merged / 0 closed-unmerged / 1 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
@@ -263,9 +263,9 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
+- [PR #14158: [lora training] fix aspect ratio bucketing in dreambooth scripts (+ caption dropout, --bucket_no_upscale)](https://github.com/huggingface/diffusers/pull/14158) — open
 - [PR #14089: [lora training] add caption dropout and aspect ratio buckets](https://github.com/huggingface/diffusers/pull/14089) — open
 - [PR #14074: [lora] add non-diffusers LoRA loading support for Krea 2 LoRAs](https://github.com/huggingface/diffusers/pull/14074) — closed, merged
-- [PR #13921: Add Ideogram4LoraLoaderMixin (LoRA loading for Ideogram4)](https://github.com/huggingface/diffusers/pull/13921) — closed, merged
 - [Issue #11730: Add `--lora_alpha` and metadata handling in training scripts follow up](https://github.com/huggingface/diffusers/issues/11730) — closed
 - [Issue #6546: PALP: Prompt Aligned Personalization of Text-to-Image Models 🖌️🔥](https://github.com/huggingface/diffusers/issues/6546) — closed
 

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:aba91ef6491b125de973c888d9696970b8857a2a8116de2c755791d5e99abb84
-size 33900
+oid sha256:0c131854b5c325637b7fa070b797989c9fd22e65a5cbd4c1afda38fc4f67b4b5
+size 33908

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:491a3982596c6887e7f26f5549256a8bedff3ee134d18427174304c639ee26a5
-size 7135286
+oid sha256:478e6084b3eebe8279deae488e849484d85f9268bf5e68aace58b31d35f83ca7
+size 7135410

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cb5c71e1bbb02dc0b21dc76df6271980acba79936cb80cd2af12726a214271ef
-size 113794616
+oid sha256:4d0ae31f0a0694edf725766dd4b3ed1073951d0f96e1b214af1547d8c1da57e5
+size 113801006

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:86c46d9d7e6c53ec20dfa488f719befba9a1b2d42ff6128e2497dd073247fc57
-size 69701511
+oid sha256:e0840d8665782f2cba3ee204af24d2762bf12cf2cd750d8d66bcd62a75a9d5c9
+size 69708042

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7edbf21e1a30bf4af6023fb1d50e27784e37c3221587267ef7b63cc59bbf9514
-size 5311476
+oid sha256:b002a204560a8d3803bb8c96a664a79c7d069ac4e8ab0f173527db3fd7ae29fa
+size 5312078

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1dfb03032c0e03291554fd01faaf84bd85db42aea40b70476b4095a0d7ffe6f4
-size 5798829
+oid sha256:61c8c5063314440bc96071889bdaa39540b1c36a2a5fe1ce0970915d44d6b7e3
+size 5799957

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7f3ad4d7a2afc54e9224d6eb46cebe0f2ba6c6b34cbc2fe4459382fe1f7322c6
-size 2364374
+oid sha256:2dc7b774ebd34e27be111a3f80243f4b11a58c31f93a6d937690610102999052
+size 2364535

snapshots/20260710T083512Z/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": 60378,
+    "issues": 5457,
+    "links": 8737,
+    "new_contributors": 128,
+    "pr_diffs": 7667,
+    "pr_files": 54194,
+    "pull_requests": 7667,
+    "review_comments": 32795,
+    "reviews": 30323,
+    "timeline_events": 210609
+  },
+  "crawl_started_at": "2026-07-10T08:35:12Z",
+  "delta_counts": {
+    "comments": 1,
+    "issue_stubs": 4,
+    "issues": 0,
+    "links": 4,
+    "pr_diffs": 4,
+    "pr_files": 17,
+    "pull_requests": 4,
+    "review_comments": 7,
+    "reviews": 5,
+    "timeline_events": 38
+  },
+  "extracted_at": "2026-07-10T08:35:12Z",
+  "repo": "huggingface/diffusers",
+  "snapshot_id": "20260710T083512Z",
+  "watermark": {
+    "effective_since": "2026-07-10T07:35:12Z",
+    "next_since": "2026-07-10T08:35:12Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260710T073512Z/manifest.json",
-  "latest_snapshot_id": "20260710T073512Z",
+  "archived_manifest_path": "snapshots/20260710T083512Z/manifest.json",
+  "latest_snapshot_id": "20260710T083512Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-07-10T07:35:12Z",
+  "next_since": "2026-07-10T08:35:12Z",
   "repo": "huggingface/diffusers",
-  "snapshot_dir": "snapshots/20260710T073512Z"
+  "snapshot_dir": "snapshots/20260710T083512Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-07-10T06:35:23Z",
-  "last_successful_snapshot_id": "20260710T073512Z",
-  "next_since": "2026-07-10T07:35:12Z",
+  "effective_since": "2026-07-10T07:35:12Z",
+  "last_successful_snapshot_id": "20260710T083512Z",
+  "next_since": "2026-07-10T08:35:12Z",
   "repo": "huggingface/diffusers",
-  "updated_at": "2026-07-10T07:35:12Z"
+  "updated_at": "2026-07-10T08:35:12Z"
 }