Refresh diffusers dataset snapshot 20260714T033520Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260714T013519Z`
+- latest snapshot: `20260714T033520Z`
 - 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 sha256:03b5ef1de888c7b87d0fb5b97954a685a000c66ccd4ac533478458304d3a9ed7
-size 15334642
+oid sha256:b43efa49da80c79d5d4f6c314143032758664c3a3500da4dfc2da62a2c839258
+size 15335063

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a4c4c4f4d4f61170a78154f7509a9db50c1619db541fd3eeb64bf2c49da29dc6
-size 3022781
+oid sha256:9e4697318437a94afe231ac80785eec89660292ab144c6d66e1ecf6f1b532d8a
+size 3030079

issue_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4e9020eb0030dc83e81253a45990d8647a625d1b8ff07eabb3e4003fb512cadd
-size 8249741
+oid sha256:1fd4a87b0c02a41efae2c6dd64a18adc54f65db467feb737516aa78cff7aa23e
+size 8249887

issues.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5b65a938532b9c2d13a105ce67391c42780370f7e3a88ca5ee437e664b69a451
-size 6365382
+oid sha256:ef288d1c3553026ddda4fa247d7223c9786b6411ba0afa8db6e5cf9762248fd5
+size 6367108

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cc7ff52dbd8ab26dd3bbd08e9bedd24ae07d5036069add619b3a7e4eea3a7289
-size 105207
+oid sha256:ae63b41102d995edcd5e287be696a315f6e69e7cf9452806fcecd3602c793ea7
+size 105270

manifest.json

@@ -5,35 +5,35 @@
     "new_contributors_parquet": "new_contributors.parquet"
   },
   "counts": {
-    "comments": 60424,
-    "issues": 5458,
-    "links": 8880,
-    "new_contributors": 126,
-    "pr_diffs": 7689,
-    "pr_files": 54367,
-    "pull_requests": 7689,
-    "review_comments": 32888,
-    "reviews": 30386,
-    "timeline_events": 210915
+    "comments": 60427,
+    "issues": 5459,
+    "links": 8883,
+    "new_contributors": 127,
+    "pr_diffs": 7690,
+    "pr_files": 54375,
+    "pull_requests": 7690,
+    "review_comments": 32889,
+    "reviews": 30388,
+    "timeline_events": 210944
   },
-  "crawl_started_at": "2026-07-14T01:35:19Z",
+  "crawl_started_at": "2026-07-14T03:35:20Z",
   "delta_counts": {
-    "comments": 0,
-    "issue_stubs": 0,
-    "issues": 0,
-    "links": 2425,
-    "pr_diffs": 0,
-    "pr_files": 0,
-    "pull_requests": 0,
-    "review_comments": 0,
-    "reviews": 0,
-    "timeline_events": 0
+    "comments": 3,
+    "issue_stubs": 7,
+    "issues": 2,
+    "links": 7,
+    "pr_diffs": 5,
+    "pr_files": 36,
+    "pull_requests": 5,
+    "review_comments": 80,
+    "reviews": 43,
+    "timeline_events": 150
   },
-  "extracted_at": "2026-07-14T01:35:19Z",
+  "extracted_at": "2026-07-14T03:35:20Z",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260714T013519Z",
+  "snapshot_id": "20260714T033520Z",
   "watermark": {
-    "effective_since": "2026-07-14T00:35:21Z",
-    "next_since": "2026-07-14T01:35:19Z"
+    "effective_since": "2026-07-14T01:35:19Z",
+    "next_since": "2026-07-14T03:35:20Z"
   }
 }

new-contributors-report.json

@@ -1,26 +1,26 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260714T013519Z",
-  "generated_at": "2026-07-14T01:35:47Z",
+  "snapshot_id": "20260714T033520Z",
+  "generated_at": "2026-07-14T03:35:57Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
-    "selected_contributors": 126,
-    "first_seen_in_snapshot": 0,
+    "selected_contributors": 127,
+    "first_seen_in_snapshot": 1,
     "known_via_prior_merged_pr": 58,
     "previous_primary_author_count": 3728,
     "selected_seen_in_previous_primary": 126,
     "previous_report_contributor_count": 126,
     "selected_overlap_previous_report": 126,
-    "selected_overlap_previous_report_rate": 1.0,
+    "selected_overlap_previous_report_rate": 0.9921,
     "reused_previous_report_entries": 123,
     "reused_known_merged_contributors": 55,
-    "live_fetches": 3,
+    "live_fetches": 4,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 0.602,
-    "enrichment_avg_seconds_per_author": 0.005,
+    "enrichment_elapsed_seconds": 2.242,
+    "enrichment_avg_seconds_per_author": 0.018,
     "enrichment_failures": 3
   },
   "contributors": [
@@ -31,13 +31,13 @@
       "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": "2026-07-13T18:23:17Z",
+      "repo_last_seen_at": "2026-07-14T03:31:03Z",
       "repo_primary_artifact_count": 1209,
-      "repo_artifact_count": 24201,
+      "repo_artifact_count": 24205,
       "snapshot_issue_count": 134,
       "snapshot_pr_count": 1075,
-      "snapshot_comment_count": 8320,
-      "snapshot_review_count": 7175,
+      "snapshot_comment_count": 8323,
+      "snapshot_review_count": 7176,
       "snapshot_review_comment_count": 7497,
       "repo_association": "MEMBER",
       "new_to_repo": false,
@@ -791,8 +791,8 @@
             "number": 14172,
             "title": "docs: improve docstring scheduling_sde_ve.py",
             "url": "https://github.com/huggingface/diffusers/pull/14172",
-            "state": "open",
-            "merged": false,
+            "state": "closed",
+            "merged": true,
             "draft": false,
             "created_at": "2026-07-11T19:33:46Z"
           },
@@ -4608,14 +4608,14 @@
       "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Arootonchair",
       "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Arootonchair",
       "repo_first_seen_at": "2023-12-27T03:24:34Z",
-      "repo_last_seen_at": "2026-07-13T14:24:19Z",
+      "repo_last_seen_at": "2026-07-14T02:59:44Z",
       "repo_primary_artifact_count": 33,
-      "repo_artifact_count": 273,
+      "repo_artifact_count": 275,
       "snapshot_issue_count": 8,
       "snapshot_pr_count": 25,
       "snapshot_comment_count": 110,
-      "snapshot_review_count": 65,
-      "snapshot_review_comment_count": 65,
+      "snapshot_review_count": 66,
+      "snapshot_review_comment_count": 66,
       "repo_association": "CONTRIBUTOR",
       "new_to_repo": false,
       "first_seen_in_snapshot": false,
@@ -6203,6 +6203,74 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "IvenHsu01",
+      "name": "iven",
+      "profile_url": "https://github.com/IvenHsu01",
+      "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AIvenHsu01",
+      "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AIvenHsu01",
+      "repo_first_seen_at": "2026-07-14T02:59:47Z",
+      "repo_last_seen_at": "2026-07-14T03:00:47Z",
+      "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,
+      "repo_association": "FIRST_TIME_CONTRIBUTOR",
+      "new_to_repo": true,
+      "first_seen_in_snapshot": true,
+      "known_via_prior_merged_pr": false,
+      "report_reason": "first_seen_in_snapshot",
+      "enrichment_source": "live",
+      "live_refetch_skipped": false,
+      "account_age_days": 323,
+      "young_account": true,
+      "follow_through_score": "weak",
+      "breadth_score": "low",
+      "automation_risk_signal": "low",
+      "heuristic_note": "young account; high open PR share; 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,
+        "merged_pr_rate": 0.0,
+        "closed_unmerged_pr_rate": 0.0,
+        "still_open_pr_rate": 1.0,
+        "distinct_repos_with_authored_prs": 1,
+        "distinct_repos_with_open_prs": 1
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 14184,
+            "title": "Fix AuraFlow VAE dtype mismatch on pipeline reuse",
+            "url": "https://github.com/huggingface/diffusers/pull/14184",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-14T03:00:47Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 14183,
+            "title": "AuraFlowPipeline: VAE dtype mismatch on pipeline reuse (latents cast skipped on 2nd call)",
+            "url": "https://github.com/huggingface/diffusers/issues/14183",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-07-14T02:59:47Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "jmliu206",
       "name": "Jinming Liu",

new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260714T013519Z`
-- Generated: `2026-07-14T01:35:47Z`
+- Snapshot: `20260714T033520Z`
+- Generated: `2026-07-14T03:35:57Z`
 - Activity window: `60d`
-- Contributors: `126`
+- Contributors: `127`
 
 ## Summary
 
@@ -83,6 +83,7 @@
 | `CodingForAGI` | [profile](https://github.com/CodingForAGI) | no | FIRST_TIMER | 1067d | `2026-07-05T12:10:16Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `ElectricGoal` | [profile](https://github.com/ElectricGoal) | no | CONTRIBUTOR | 2916d | `2026-06-25T10:27:43Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `gabe-engineers` | [profile](https://github.com/gabe-engineers) | no | NONE | 2950d | `2026-06-12T17:57:39Z` | 1 | 1 | weak | low | low | high open PR share |
+| `IvenHsu01` | [profile](https://github.com/IvenHsu01) | yes | FIRST_TIME_CONTRIBUTOR | 323d | `2026-07-14T02:59:47Z` | 1 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `jmliu206` | [profile](https://github.com/jmliu206) | no | FIRST_TIME_CONTRIBUTOR | 2412d | `2026-06-29T08:48:54Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `johnnynunez` | [profile](https://github.com/johnnynunez) | no | FIRST_TIME_CONTRIBUTOR | 3560d | `2025-06-25T12:11:57Z` | 1 | 1 | weak | high | medium | extremely high recent PR volume; broad repo spread; high open PR share |
 | `LucasSte` | [profile](https://github.com/LucasSte) | no | CONTRIBUTOR | 2976d | `2026-03-28T23:48:15Z` | 1 | 1 | mixed | moderate | low | high recent PR volume |
@@ -144,12 +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: `2026-07-13T18:23:17Z`
+- repo last seen: `2026-07-14T03:31:03Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **1209**
 - snapshot authored PRs/issues: **1075 PRs / 134 issues**
-- snapshot discussion activity: **8320 comments / 7175 reviews / 7497 review comments**
+- snapshot discussion activity: **8323 comments / 7176 reviews / 7497 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`
@@ -335,7 +336,7 @@ Example artifacts:
 - heuristic read: **high open PR share**
 
 Example artifacts:
-- [PR #14172: docs: improve docstring scheduling_sde_ve.py](https://github.com/huggingface/diffusers/pull/14172) — open
+- [PR #14172: docs: improve docstring scheduling_sde_ve.py](https://github.com/huggingface/diffusers/pull/14172) — closed, merged
 - [PR #14148: docs: improve docstring scheduling_sasolver.py](https://github.com/huggingface/diffusers/pull/14148) — closed, merged
 - [PR #14136: docs: improve docstring scheduling_scm.py](https://github.com/huggingface/diffusers/pull/14136) — closed, merged
 - [Issue #12650: Question about the `# Copied from` system](https://github.com/huggingface/diffusers/issues/12650) — open
@@ -1425,12 +1426,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Arootonchair)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Arootonchair)
 - repo first seen: `2023-12-27T03:24:34Z`
-- repo last seen: `2026-07-13T14:24:19Z`
+- repo last seen: `2026-07-14T02:59:44Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **33**
 - snapshot authored PRs/issues: **25 PRs / 8 issues**
-- snapshot discussion activity: **110 comments / 65 reviews / 65 review comments**
+- snapshot discussion activity: **110 comments / 66 reviews / 66 review comments**
 - account age: **3478 days**
 - recent public PR activity: **3 PRs** (2 merged / 0 closed-unmerged / 1 open; merged rate **67%**, closed-unmerged rate **0%**, open rate **33%**)
 - public orgs: none visible
@@ -1884,6 +1885,28 @@ Example artifacts:
 - [PR #14068: Constrain numba test dependency](https://github.com/huggingface/diffusers/pull/14068) — closed
 - [Issue #14067: uv pip install -e ".[test]" fails on Python 3.12 due to incompatible numba/llvmlite resolution](https://github.com/huggingface/diffusers/issues/14067) — closed
 
+### `IvenHsu01`
+
+- profile: [github.com/IvenHsu01](https://github.com/IvenHsu01)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AIvenHsu01)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AIvenHsu01)
+- repo first seen: `2026-07-14T02:59:47Z`
+- repo last seen: `2026-07-14T03:00:47Z`
+- first seen in snapshot: **yes**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **323 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **young account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #14184: Fix AuraFlow VAE dtype mismatch on pipeline reuse](https://github.com/huggingface/diffusers/pull/14184) — open
+- [Issue #14183: AuraFlowPipeline: VAE dtype mismatch on pipeline reuse (latents cast skipped on 2nd call)](https://github.com/huggingface/diffusers/issues/14183) — open
+
 ### `jmliu206`
 
 - profile: [github.com/jmliu206](https://github.com/jmliu206)

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:471871ced204ca33c42f133de41e5a0e4cc5798839f1bd6d5932a7f46a21b2ee
-size 33671
+oid sha256:c7065ff598b48778510c208d453a64894214ecbc61f70fe37d80a09300a9511a
+size 33890

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bc6d57432a8549fc0d935ba502e931ca98ef9084eb53766d8d49daa0dd7b4b83
-size 7141470
+oid sha256:10e79c98aed62622d0402d077f257bc80dba91d127950020a81fa32f392213cb
+size 7141705

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:083e959c3b746587d46ba8673bab9966601806484078276486348fb155de8474
-size 114108690
+oid sha256:e829bcbee457f0ed57f2d28a7077197055918f3ba9158840fd1f9c1f95083840
+size 114113529

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:72a4abcfc7bec3d6122a354292acc417577a67ee725f21b7969388e08ce0d99d
-size 70048810
+oid sha256:d13d7977901b53adc6ee12abce26bf2801859fcccd1ab1f34ffc20d9c3bd39aa
+size 70051633

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c58fdfbd19625941f7168302e6dbbed029035944b518cf83b5ff9442ab611ca0
-size 5339223
+oid sha256:8aaa6c7d2bde35e59e0494db4ee37df3e0396278daf42bd24f268775a8921dba
+size 5340592

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8c4f6b4f6595238b2e08bfd925c90e5e8230b219ae5999130d1114c73ce50ba7
-size 5821649
+oid sha256:7a4ab4db286b7ebb9974e9c6df47989835c08de5b8c5a9e173f62411e5d3735d
+size 5821874

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:17e25128e54b3fa0852f35b094db3d19430626cc27fac1b940bb4b9a854a53ed
-size 2371278
+oid sha256:77ba28e565d12b0cadac42ff838af7ef36deb90b259304c5b9e4acb2266d1a2f
+size 2371399

snapshots/20260714T033520Z/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": 60427,
+    "issues": 5459,
+    "links": 8883,
+    "new_contributors": 127,
+    "pr_diffs": 7690,
+    "pr_files": 54375,
+    "pull_requests": 7690,
+    "review_comments": 32889,
+    "reviews": 30388,
+    "timeline_events": 210944
+  },
+  "crawl_started_at": "2026-07-14T03:35:20Z",
+  "delta_counts": {
+    "comments": 3,
+    "issue_stubs": 7,
+    "issues": 2,
+    "links": 7,
+    "pr_diffs": 5,
+    "pr_files": 36,
+    "pull_requests": 5,
+    "review_comments": 80,
+    "reviews": 43,
+    "timeline_events": 150
+  },
+  "extracted_at": "2026-07-14T03:35:20Z",
+  "repo": "huggingface/diffusers",
+  "snapshot_id": "20260714T033520Z",
+  "watermark": {
+    "effective_since": "2026-07-14T01:35:19Z",
+    "next_since": "2026-07-14T03:35:20Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260714T013519Z/manifest.json",
-  "latest_snapshot_id": "20260714T013519Z",
+  "archived_manifest_path": "snapshots/20260714T033520Z/manifest.json",
+  "latest_snapshot_id": "20260714T033520Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-07-14T01:35:19Z",
+  "next_since": "2026-07-14T03:35:20Z",
   "repo": "huggingface/diffusers",
-  "snapshot_dir": "snapshots/20260714T013519Z"
+  "snapshot_dir": "snapshots/20260714T033520Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-07-14T00:35:21Z",
-  "last_successful_snapshot_id": "20260714T013519Z",
-  "next_since": "2026-07-14T01:35:19Z",
+  "effective_since": "2026-07-14T01:35:19Z",
+  "last_successful_snapshot_id": "20260714T033520Z",
+  "next_since": "2026-07-14T03:35:20Z",
   "repo": "huggingface/diffusers",
-  "updated_at": "2026-07-14T01:35:19Z"
+  "updated_at": "2026-07-14T03:35:20Z"
 }