Refresh diffusers dataset snapshot 20260710T053522Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260710T043522Z`
+- latest snapshot: `20260710T053522Z`
 - 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

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f61eda083af9016403d98d72aad93ff583c91189c9117476a4f60a365b2cc43f
-size 3017419
+oid sha256:d39186f007454e4e0aa549f51519382161ddda71140d23e631714e69751181e2
+size 3016936

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c2e99d5114e6cf319717f7f8f519336ef3531651d240d3bb7f686952fe99f13d
-size 103733
+oid sha256:581a1709fc6db285fcc55ab53bfdc6151886d5334e459624d73024dc572deab3
+size 103750

manifest.json

@@ -9,31 +9,31 @@
     "issues": 5457,
     "links": 8736,
     "new_contributors": 128,
-    "pr_diffs": 7665,
-    "pr_files": 54184,
-    "pull_requests": 7665,
+    "pr_diffs": 7666,
+    "pr_files": 54186,
+    "pull_requests": 7666,
     "review_comments": 32791,
     "reviews": 30321,
-    "timeline_events": 210592
+    "timeline_events": 210596
   },
-  "crawl_started_at": "2026-07-10T04:35:22Z",
+  "crawl_started_at": "2026-07-10T05:35:22Z",
   "delta_counts": {
     "comments": 0,
-    "issue_stubs": 3,
+    "issue_stubs": 1,
     "issues": 0,
-    "links": 2407,
-    "pr_diffs": 3,
-    "pr_files": 15,
-    "pull_requests": 3,
-    "review_comments": 49,
-    "reviews": 14,
-    "timeline_events": 80
+    "links": 2403,
+    "pr_diffs": 1,
+    "pr_files": 2,
+    "pull_requests": 1,
+    "review_comments": 0,
+    "reviews": 0,
+    "timeline_events": 4
   },
-  "extracted_at": "2026-07-10T04:35:22Z",
+  "extracted_at": "2026-07-10T05:35:22Z",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260710T043522Z",
+  "snapshot_id": "20260710T053522Z",
   "watermark": {
-    "effective_since": "2026-07-10T03:35:22Z",
-    "next_since": "2026-07-10T04:35:22Z"
+    "effective_since": "2026-07-10T04:35:22Z",
+    "next_since": "2026-07-10T05:35:22Z"
   }
 }

new-contributors-report.json

@@ -1,26 +1,26 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260710T043522Z",
-  "generated_at": "2026-07-10T04:36:08Z",
+  "snapshot_id": "20260710T053522Z",
+  "generated_at": "2026-07-10T05:35:54Z",
   "window_days": 60,
   "max_authors": 0,
   "instrumentation": {
     "selected_contributors": 128,
-    "first_seen_in_snapshot": 1,
+    "first_seen_in_snapshot": 0,
     "known_via_prior_merged_pr": 58,
-    "previous_primary_author_count": 3722,
-    "selected_seen_in_previous_primary": 127,
-    "previous_report_contributor_count": 127,
-    "selected_overlap_previous_report": 127,
-    "selected_overlap_previous_report_rate": 0.9922,
-    "reused_previous_report_entries": 124,
+    "previous_primary_author_count": 3723,
+    "selected_seen_in_previous_primary": 128,
+    "previous_report_contributor_count": 128,
+    "selected_overlap_previous_report": 128,
+    "selected_overlap_previous_report_rate": 1.0,
+    "reused_previous_report_entries": 125,
     "reused_known_merged_contributors": 55,
-    "live_fetches": 4,
+    "live_fetches": 3,
     "window_anchor": "run_time",
     "window_anchor_cacheable": false,
-    "enrichment_elapsed_seconds": 9.983,
-    "enrichment_avg_seconds_per_author": 0.078,
+    "enrichment_elapsed_seconds": 0.479,
+    "enrichment_avg_seconds_per_author": 0.004,
     "enrichment_failures": 3
   },
   "contributors": [
@@ -250,11 +250,11 @@
       "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": "2026-07-09T18:21:20Z",
-      "repo_primary_artifact_count": 351,
-      "repo_artifact_count": 9775,
+      "repo_last_seen_at": "2026-07-10T05:10:22Z",
+      "repo_primary_artifact_count": 352,
+      "repo_artifact_count": 9776,
       "snapshot_issue_count": 39,
-      "snapshot_pr_count": 312,
+      "snapshot_pr_count": 313,
       "snapshot_comment_count": 2606,
       "snapshot_review_count": 3000,
       "snapshot_review_comment_count": 3818,
@@ -285,6 +285,16 @@
       },
       "examples": {
         "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 14157,
+            "title": "Add tests and agent docs for `kwargs_type` input/output",
+            "url": "https://github.com/huggingface/diffusers/pull/14157",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-07-10T05:10:22Z"
+          },
           {
             "kind": "pull_request",
             "number": 14096,
@@ -304,16 +314,6 @@
             "merged": true,
             "draft": false,
             "created_at": "2026-06-23T01:56:44Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 14045,
-            "title": "Add Krea 2 (K2) text-to-image pipeline and transformer",
-            "url": "https://github.com/huggingface/diffusers/pull/14045",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-06-22T20:33:38Z"
           }
         ],
         "issues": [
@@ -4420,12 +4420,12 @@
       "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": 1347,
       "young_account": false,
       "follow_through_score": "weak",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260710T043522Z`
-- Generated: `2026-07-10T04:36:08Z`
+- Snapshot: `20260710T053522Z`
+- Generated: `2026-07-10T05:35:54Z`
 - Activity window: `60d`
 - Contributors: `128`
 
@@ -11,7 +11,7 @@
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
 | `sayakpaul` | [profile](https://github.com/sayakpaul) | no | MEMBER | 3507d | `2023-01-13T14:42:20Z` | 1073 | 134 | strong | moderate | low | extremely high recent PR volume |
 | `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` | 312 | 39 | 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 |
 | `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 |
@@ -61,7 +61,7 @@
 | `Enderfga` | [profile](https://github.com/Enderfga) | no | CONTRIBUTOR | 2011d | `2023-05-08T05:27:53Z` | 2 | 0 | strong | moderate | low | high recent PR volume |
 | `KartavyaDikshit` | [profile](https://github.com/KartavyaDikshit) | no | FIRST_TIME_CONTRIBUTOR | 1742d | `2026-06-22T08:21:01Z` | 2 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `lcheng321` | [profile](https://github.com/lcheng321) | no | CONTRIBUTOR | 2601d | `2026-06-20T07:33:42Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
-| `sridhar-3009` | [profile](https://github.com/sridhar-3009) | yes | FIRST_TIME_CONTRIBUTOR | 1347d | `2026-07-10T04:10:03Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
+| `sridhar-3009` | [profile](https://github.com/sridhar-3009) | no | FIRST_TIME_CONTRIBUTOR | 1347d | `2026-07-10T04:10:03Z` | 2 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs |
 | `ZAID646` | [profile](https://github.com/ZAID646) | no | CONTRIBUTOR | 1315d | `2026-07-01T18:09:53Z` | 2 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `zxuhan` | [profile](https://github.com/zxuhan) | no | FIRST_TIME_CONTRIBUTOR | 1020d | `2026-05-14T19:07:05Z` | 2 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `asomoza` | [profile](https://github.com/asomoza) | no | MEMBER | 4641d | `2023-11-10T05:32:15Z` | 52 | 12 | weak | low | low | targets high-star repos |
@@ -198,11 +198,11 @@ 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: `2026-07-09T18:21:20Z`
+- repo last seen: `2026-07-10T05:10:22Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **351**
-- snapshot authored PRs/issues: **312 PRs / 39 issues**
+- repo primary artifacts: **352**
+- snapshot authored PRs/issues: **313 PRs / 39 issues**
 - snapshot discussion activity: **2606 comments / 3000 reviews / 3818 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%**)
@@ -211,9 +211,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #14157: Add tests and agent docs for `kwargs_type` input/output](https://github.com/huggingface/diffusers/pull/14157) — open
 - [PR #14096: support loading pipeline from transformer style (flat) repo ](https://github.com/huggingface/diffusers/pull/14096) — closed, merged
 - [PR #14048: [.ai] document single-file model layout and "don't reimplement Diffus…](https://github.com/huggingface/diffusers/pull/14048) — closed, merged
-- [PR #14045: Add Krea 2 (K2) text-to-image pipeline and transformer](https://github.com/huggingface/diffusers/pull/14045) — closed, merged
 - [Issue #14132: [modular] ensure branch-specific input defaults](https://github.com/huggingface/diffusers/issues/14132) — open
 - [Issue #12564: [Proposals Welcome] Fal Flashpack integration for faster model loading](https://github.com/huggingface/diffusers/issues/12564) — open
 - [Issue #12257: [Looking for community contribution] support Wan 2.2 S2V: an audio-driven cinematic video generation model](https://github.com/huggingface/diffusers/issues/12257) — open
@@ -1379,7 +1379,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Asridhar-3009)
 - repo first seen: `2026-07-10T04:10:03Z`
 - repo last seen: `2026-07-10T04:26:23Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9a26b371205ed3c9366e830ae607095b8de8e13a858330695aa526bf3104cee1
-size 34028
+oid sha256:db54e44322ac1470dc6653620dc1f1f8c78b661b40636b6fb5b602ee2dc28969
+size 33900

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e3b4f33ce296a2768e22280512c79ed6ec379c9e40c8966f4a3ef4302a6497be
-size 113790606
+oid sha256:cb5c71e1bbb02dc0b21dc76df6271980acba79936cb80cd2af12726a214271ef
+size 113794616

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0976bc84e223d74533c6fc85918cd6bd5d1fc05522a0e15f62d9350320515f77
-size 69697566
+oid sha256:86c46d9d7e6c53ec20dfa488f719befba9a1b2d42ff6128e2497dd073247fc57
+size 69701511

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:98cbc9aa61ec14a48851c6fde9997b29bf2e9f12419e29925172202eafd24b4a
-size 5311225
+oid sha256:7edbf21e1a30bf4af6023fb1d50e27784e37c3221587267ef7b63cc59bbf9514
+size 5311476

snapshots/20260710T053522Z/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": 60376,
+    "issues": 5457,
+    "links": 8736,
+    "new_contributors": 128,
+    "pr_diffs": 7666,
+    "pr_files": 54186,
+    "pull_requests": 7666,
+    "review_comments": 32791,
+    "reviews": 30321,
+    "timeline_events": 210596
+  },
+  "crawl_started_at": "2026-07-10T05:35:22Z",
+  "delta_counts": {
+    "comments": 0,
+    "issue_stubs": 1,
+    "issues": 0,
+    "links": 2403,
+    "pr_diffs": 1,
+    "pr_files": 2,
+    "pull_requests": 1,
+    "review_comments": 0,
+    "reviews": 0,
+    "timeline_events": 4
+  },
+  "extracted_at": "2026-07-10T05:35:22Z",
+  "repo": "huggingface/diffusers",
+  "snapshot_id": "20260710T053522Z",
+  "watermark": {
+    "effective_since": "2026-07-10T04:35:22Z",
+    "next_since": "2026-07-10T05:35:22Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260710T043522Z/manifest.json",
-  "latest_snapshot_id": "20260710T043522Z",
+  "archived_manifest_path": "snapshots/20260710T053522Z/manifest.json",
+  "latest_snapshot_id": "20260710T053522Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-07-10T04:35:22Z",
+  "next_since": "2026-07-10T05:35:22Z",
   "repo": "huggingface/diffusers",
-  "snapshot_dir": "snapshots/20260710T043522Z"
+  "snapshot_dir": "snapshots/20260710T053522Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-07-10T03:35:22Z",
-  "last_successful_snapshot_id": "20260710T043522Z",
-  "next_since": "2026-07-10T04:35:22Z",
+  "effective_since": "2026-07-10T04:35:22Z",
+  "last_successful_snapshot_id": "20260710T053522Z",
+  "next_since": "2026-07-10T05:35:22Z",
   "repo": "huggingface/diffusers",
-  "updated_at": "2026-07-10T04:35:22Z"
+  "updated_at": "2026-07-10T05:35:22Z"
 }