Refresh diffusers dataset snapshot 20260709T083518Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260709T073518Z`
+- latest snapshot: `20260709T083518Z`
 - 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 sha256:86ff3ba0e556b46cb6b32cf738a7f7ecaa43420b49f499036b07ea5c2387f8ba
-size 15316321
+oid sha256:c922351a2e71bad28e1a497555fb5a6adf37c592f607985571106290528a4b36
+size 15317233

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d8bf4b37423bc3af80c08e422e71162c21dd6fa79bf0849816f88b84b47ff82a
-size 3014718
+oid sha256:6a114de7b9f7b25f5665a9e20686df0165937b9b534fb22f76786f0f094e643c
+size 3014999

issue_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:57b7934a1496878172d207e2788d82b03f64bbe3acb3667a13184bc289feced5
-size 8240666
+oid sha256:f9d03b3b5cf59edc742f7b5fd9945bf767babcc42ff1cddf54680fd30a62be38
+size 8241397

issues.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8e0d52a347633ecf915ff6e7ddd2f4ef899fc724998dfaf7b047bff67e97a8c7
-size 6363383
+oid sha256:3c6cee65c1d27cb360f20356149288be6c644c052847a1a893246593e0d81822
+size 6363401

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:115c5b2c3f1a3f122b4ce1f8f379050afa480719b55f948ecc0ba766fc455930
-size 103367
+oid sha256:b5092f853181008a5a1841d336e8f96da9443a594b32d2704d9247f4ae95ef19
+size 103391

manifest.json

@@ -5,35 +5,35 @@
     "new_contributors_parquet": "new_contributors.parquet"
   },
   "counts": {
-    "comments": 60359,
+    "comments": 60363,
     "issues": 5456,
-    "links": 8713,
+    "links": 8714,
     "new_contributors": 127,
-    "pr_diffs": 7656,
-    "pr_files": 54151,
-    "pull_requests": 7656,
-    "review_comments": 32752,
-    "reviews": 30298,
-    "timeline_events": 210479
+    "pr_diffs": 7657,
+    "pr_files": 54165,
+    "pull_requests": 7657,
+    "review_comments": 32766,
+    "reviews": 30306,
+    "timeline_events": 210493
   },
-  "crawl_started_at": "2026-07-09T07:35:18Z",
+  "crawl_started_at": "2026-07-09T08:35:18Z",
   "delta_counts": {
-    "comments": 0,
-    "issue_stubs": 0,
-    "issues": 0,
-    "links": 2397,
-    "pr_diffs": 0,
-    "pr_files": 0,
-    "pull_requests": 0,
-    "review_comments": 0,
-    "reviews": 0,
-    "timeline_events": 0
+    "comments": 4,
+    "issue_stubs": 5,
+    "issues": 1,
+    "links": 5,
+    "pr_diffs": 4,
+    "pr_files": 58,
+    "pull_requests": 4,
+    "review_comments": 34,
+    "reviews": 13,
+    "timeline_events": 181
   },
-  "extracted_at": "2026-07-09T07:35:18Z",
+  "extracted_at": "2026-07-09T08:35:18Z",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260709T073518Z",
+  "snapshot_id": "20260709T083518Z",
   "watermark": {
-    "effective_since": "2026-07-09T06:35:18Z",
-    "next_since": "2026-07-09T07:35:18Z"
+    "effective_since": "2026-07-09T07:35:18Z",
+    "next_since": "2026-07-09T08:35:18Z"
   }
 }

new-contributors-report.json

@@ -1,8 +1,8 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260709T073518Z",
-  "generated_at": "2026-07-09T07:35:46Z",
+  "snapshot_id": "20260709T083518Z",
+  "generated_at": "2026-07-09T08:35:59Z",
   "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": 0.509,
-    "enrichment_avg_seconds_per_author": 0.004,
+    "enrichment_elapsed_seconds": 0.643,
+    "enrichment_avg_seconds_per_author": 0.005,
     "enrichment_failures": 3
   },
   "contributors": [
@@ -31,14 +31,14 @@
       "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": "2026-07-09T05:39:40Z",
+      "repo_last_seen_at": "2026-07-09T08:33:28Z",
       "repo_primary_artifact_count": 1207,
-      "repo_artifact_count": 24118,
+      "repo_artifact_count": 24133,
       "snapshot_issue_count": 134,
       "snapshot_pr_count": 1073,
-      "snapshot_comment_count": 8312,
-      "snapshot_review_count": 7142,
-      "snapshot_review_comment_count": 7457,
+      "snapshot_comment_count": 8313,
+      "snapshot_review_count": 7149,
+      "snapshot_review_comment_count": 7464,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -566,14 +566,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Adg845",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Adg845",
       "repo_first_seen_at": "2023-03-22T05:10:45Z",
-      "repo_last_seen_at": "2026-07-09T04:59:18Z",
+      "repo_last_seen_at": "2026-07-09T08:22:40Z",
       "repo_primary_artifact_count": 81,
-      "repo_artifact_count": 2456,
+      "repo_artifact_count": 2464,
       "snapshot_issue_count": 10,
       "snapshot_pr_count": 71,
       "snapshot_comment_count": 402,
-      "snapshot_review_count": 1050,
-      "snapshot_review_comment_count": 923,
+      "snapshot_review_count": 1051,
+      "snapshot_review_comment_count": 930,
       "repo_association": "MEMBER",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -828,11 +828,11 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aakshan-main",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aakshan-main",
       "repo_first_seen_at": "2025-11-21T08:13:14Z",
-      "repo_last_seen_at": "2026-07-08T07:18:21Z",
-      "repo_primary_artifact_count": 36,
-      "repo_artifact_count": 219,
+      "repo_last_seen_at": "2026-07-09T08:22:32Z",
+      "repo_primary_artifact_count": 37,
+      "repo_artifact_count": 220,
       "snapshot_issue_count": 2,
-      "snapshot_pr_count": 34,
+      "snapshot_pr_count": 35,
       "snapshot_comment_count": 119,
       "snapshot_review_count": 32,
       "snapshot_review_comment_count": 32,
@@ -863,6 +863,16 @@
       },
       "examples": {
         "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 14147,
+            "title": "fix qwenimage mask ordering, tensor images, layered output, vae clamp, and exports",
+            "url": "https://github.com/huggingface/diffusers/pull/14147",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-09T08:22:32Z"
+          },
           {
             "kind": "pull_request",
             "number": 13983,
@@ -882,16 +892,6 @@
             "merged": true,
             "draft": false,
             "created_at": "2026-06-17T22:50:27Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 13958,
-            "title": "fix(flux): decouple modular flux from classic and qwenimage imports",
-            "url": "https://github.com/huggingface/diffusers/pull/13958",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-06-15T02:57:56Z"
           }
         ],
         "issues": [
@@ -5919,12 +5919,12 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ASainava",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ASainava",
       "repo_first_seen_at": "2026-06-22T18:05:17Z",
-      "repo_last_seen_at": "2026-07-08T16:30:53Z",
+      "repo_last_seen_at": "2026-07-09T08:02:40Z",
       "repo_primary_artifact_count": 3,
-      "repo_artifact_count": 5,
+      "repo_artifact_count": 7,
       "snapshot_issue_count": 2,
       "snapshot_pr_count": 1,
-      "snapshot_comment_count": 2,
+      "snapshot_comment_count": 4,
       "snapshot_review_count": 0,
       "snapshot_review_comment_count": 0,
       "repo_association": "NONE",
@@ -5971,7 +5971,7 @@
             "number": 14076,
             "title": "[Proposal]: Support LoRA loading for MotifVideo pipelines",
             "url": "https://github.com/huggingface/diffusers/issues/14076",
-            "state": "open",
+            "state": "closed",
             "merged": null,
             "draft": null,
             "created_at": "2026-06-26T21:21:14Z"

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260709T073518Z`
-- Generated: `2026-07-09T07:35:46Z`
+- Snapshot: `20260709T083518Z`
+- Generated: `2026-07-09T08:35:59Z`
 - Activity window: `60d`
 - Contributors: `127`
 
@@ -17,7 +17,7 @@
 | `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 |
-| `akshan-main` | [profile](https://github.com/akshan-main) | no | CONTRIBUTOR | 1603d | `2025-11-21T08:13:14Z` | 34 | 2 | mixed | low | low | high open PR share; targets high-star repos |
+| `akshan-main` | [profile](https://github.com/akshan-main) | no | CONTRIBUTOR | 1603d | `2025-11-21T08:13:14Z` | 35 | 2 | mixed | low | low | high open PR share; targets high-star repos |
 | `apolinario` | [profile](https://github.com/apolinario) | no | MEMBER | 5498d | `2022-07-20T09:48:08Z` | 33 | 31 | weak | low | low | high open PR share; targets high-star repos |
 | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2023-12-20T21:14:21Z` | 32 | 0 | n/a | n/a | n/a | summary unavailable |
 | `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1437d | `2022-11-29T08:44:19Z` | 27 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
@@ -145,12 +145,12 @@
 - 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: `2026-07-09T05:39:40Z`
+- repo last seen: `2026-07-09T08:33:28Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **1207**
 - snapshot authored PRs/issues: **1073 PRs / 134 issues**
-- snapshot discussion activity: **8312 comments / 7142 reviews / 7457 review comments**
+- snapshot discussion activity: **8313 comments / 7149 reviews / 7464 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`
@@ -274,12 +274,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Adg845)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Adg845)
 - repo first seen: `2023-03-22T05:10:45Z`
-- repo last seen: `2026-07-09T04:59:18Z`
+- repo last seen: `2026-07-09T08:22:40Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **81**
 - snapshot authored PRs/issues: **71 PRs / 10 issues**
-- snapshot discussion activity: **402 comments / 1050 reviews / 923 review comments**
+- snapshot discussion activity: **402 comments / 1051 reviews / 930 review comments**
 - account age: **2368 days**
 - recent public PR activity: **2 PRs** (2 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
 - public orgs: none visible
@@ -346,11 +346,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aakshan-main)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aakshan-main)
 - repo first seen: `2025-11-21T08:13:14Z`
-- repo last seen: `2026-07-08T07:18:21Z`
+- repo last seen: `2026-07-09T08:22:32Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **36**
-- snapshot authored PRs/issues: **34 PRs / 2 issues**
+- repo primary artifacts: **37**
+- snapshot authored PRs/issues: **35 PRs / 2 issues**
 - snapshot discussion activity: **119 comments / 32 reviews / 32 review comments**
 - account age: **1603 days**
 - recent public PR activity: **17 PRs** (7 merged / 3 closed-unmerged / 7 open; merged rate **41%**, closed-unmerged rate **18%**, open rate **41%**)
@@ -359,9 +359,9 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
+- [PR #14147: fix qwenimage mask ordering, tensor images, layered output, vae clamp, and exports](https://github.com/huggingface/diffusers/pull/14147) — open
 - [PR #13983: fix(bria_fibo): honor timesteps, fix edit num_images batching, add _no_split_modules, fix docstring](https://github.com/huggingface/diffusers/pull/13983) — open
 - [PR #13981: fix(bria_fibo): fix guidance_embeds, prompt_embeds, tensor-image and multi-image crashes](https://github.com/huggingface/diffusers/pull/13981) — closed, merged
-- [PR #13958: fix(flux): decouple modular flux from classic and qwenimage imports](https://github.com/huggingface/diffusers/pull/13958) — open
 - [Issue #13439: HunyuanVideo 1.5 I2V image conditioning preprocessed at latent resolution instead of pixel resolution](https://github.com/huggingface/diffusers/issues/13439) — closed
 - [Issue #13421: Add negative_prompt parameter to GLMImagePipeline](https://github.com/huggingface/diffusers/issues/13421) — closed
 
@@ -1801,12 +1801,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ASainava)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ASainava)
 - repo first seen: `2026-06-22T18:05:17Z`
-- repo last seen: `2026-07-08T16:30:53Z`
+- repo last seen: `2026-07-09T08:02:40Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **1 PRs / 2 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **4 comments / 0 reviews / 0 review comments**
 - account age: **869 days**
 - recent public PR activity: **11 PRs** (5 merged / 2 closed-unmerged / 4 open; merged rate **45%**, closed-unmerged rate **18%**, open rate **36%**)
 - public orgs: none visible
@@ -1815,7 +1815,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #14044: feat(flux2): add Flux2KleinImg2ImgPipeline](https://github.com/huggingface/diffusers/pull/14044) — closed, draft
-- [Issue #14076: [Proposal]: Support LoRA loading for MotifVideo pipelines](https://github.com/huggingface/diffusers/issues/14076) — open
+- [Issue #14076: [Proposal]: Support LoRA loading for MotifVideo pipelines](https://github.com/huggingface/diffusers/issues/14076) — closed
 - [Issue #14042: Add Flux2KleinImg2ImgPipeline for FLUX.2 Klein](https://github.com/huggingface/diffusers/issues/14042) — closed
 
 ### `CodingForAGI`

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:81a0384122cd8bece77fd95e8059f4d788bb471f208bb45b42221e5cabe56bd4
-size 33757
+oid sha256:79eddd17986737be5148202c670bd221b81d6cb62045b9e79650e3cfad2fb3ce
+size 33746

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b945d251ab31712f07249e700df85be5a981c967b8bd1c63b85e62d9139fc936
-size 7134009
+oid sha256:bea453eb78840950a4c027c10d617998fb5e1851428fbb711e093f528b645b3f
+size 7134145

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9ac3b9b56f62de948efb18a5e2dad2c71f06f769d499dfa28fa1868042d92112
-size 113739972
+oid sha256:babebb67df032f93019453b04822d6bfa967f2f6c4292cde6e8bef2022dcb18d
+size 113744415

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f879189488cea1abc072a32f2f26480e13dc93773aff209345f78e9409d89a83
-size 69614057
+oid sha256:e009c4f46203fc38f0edfafe278f91ddd72b8968062e65414ea4d87143619801
+size 69621322

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8112e2c894a7e642cb94ca2e35ce0e41ebd9d768c6c77c5a1f7ec325646fead5
-size 5301697
+oid sha256:725591e2b61f3a77e7ddccc871ece4445ca2c52d5b8e898acce5f81cfc4cd871
+size 5303131

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:527b8ea30cb06b4ed0362dcf192db7afed0c3ac16424663ef738c17556fa926d
-size 5785217
+oid sha256:b4d732809fd59535e338381f6d0837b7712dac601478e4a283bf49fb3e57b1c4
+size 5787546

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7b6580b2c1997afdc42b4999ff2140d19c4b73a5f602010a2b94bdc9d48a22e9
-size 2360190
+oid sha256:65e0c96403c89a12ef69b67a1b3c09791334d7f096157163d35906a4323d224d
+size 2361308

snapshots/20260709T083518Z/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": 60363,
+    "issues": 5456,
+    "links": 8714,
+    "new_contributors": 127,
+    "pr_diffs": 7657,
+    "pr_files": 54165,
+    "pull_requests": 7657,
+    "review_comments": 32766,
+    "reviews": 30306,
+    "timeline_events": 210493
+  },
+  "crawl_started_at": "2026-07-09T08:35:18Z",
+  "delta_counts": {
+    "comments": 4,
+    "issue_stubs": 5,
+    "issues": 1,
+    "links": 5,
+    "pr_diffs": 4,
+    "pr_files": 58,
+    "pull_requests": 4,
+    "review_comments": 34,
+    "reviews": 13,
+    "timeline_events": 181
+  },
+  "extracted_at": "2026-07-09T08:35:18Z",
+  "repo": "huggingface/diffusers",
+  "snapshot_id": "20260709T083518Z",
+  "watermark": {
+    "effective_since": "2026-07-09T07:35:18Z",
+    "next_since": "2026-07-09T08:35:18Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260709T073518Z/manifest.json",
-  "latest_snapshot_id": "20260709T073518Z",
+  "archived_manifest_path": "snapshots/20260709T083518Z/manifest.json",
+  "latest_snapshot_id": "20260709T083518Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-07-09T07:35:18Z",
+  "next_since": "2026-07-09T08:35:18Z",
   "repo": "huggingface/diffusers",
-  "snapshot_dir": "snapshots/20260709T073518Z"
+  "snapshot_dir": "snapshots/20260709T083518Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-07-09T06:35:18Z",
-  "last_successful_snapshot_id": "20260709T073518Z",
-  "next_since": "2026-07-09T07:35:18Z",
+  "effective_since": "2026-07-09T07:35:18Z",
+  "last_successful_snapshot_id": "20260709T083518Z",
+  "next_since": "2026-07-09T08:35:18Z",
   "repo": "huggingface/diffusers",
-  "updated_at": "2026-07-09T07:35:18Z"
+  "updated_at": "2026-07-09T08:35:18Z"
 }