Refresh diffusers dataset snapshot 20260629T143526Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260629T133513Z`
+- latest snapshot: `20260629T143526Z`
 - 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 sha256:226790fee73087ca55834aa9745c18dd19bb0d5c4058d35fb32fed16c87471bf
-size 15264808
+oid sha256:c53f4a2ae074d180cf234f4a01a014186f538073661b0f05ecfd45dce0830954
+size 15264977

events.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:35d8277f0b151ec7cb058937e2664d6c8888d55ac9c5394e63cc696143545081
-size 2998589
+oid sha256:151e736e489fdc414462294fb16de7dfb1d124dff1bb9d0444e0ccdaa507f5b1
+size 2998381

issues.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f637243af3f1b690dd5ca69317ae9d8e0cd71abe344067990345404ee0939b80
-size 6331205
+oid sha256:61831dfb37cd35bd2346c6328e2ac5d9a724b72397275dfea3c41da3d0aff846
+size 6332754

links.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:64b9d543f543afc3a79d0ea6e3f7972830a184a74239572eff80543153d95d79
-size 100613
+oid sha256:bb73ccc448abe6e2a60a7e749e55302e6ee0928c3bf38cbec37f3d619f575d28
+size 100667

manifest.json

@@ -5,35 +5,35 @@
     "new_contributors_parquet": "new_contributors.parquet"
   },
   "counts": {
-    "comments": 60172,
-    "issues": 5439,
-    "links": 8234,
+    "comments": 60174,
+    "issues": 5440,
+    "links": 8236,
     "new_contributors": 123,
-    "pr_diffs": 7616,
-    "pr_files": 53507,
-    "pull_requests": 7616,
+    "pr_diffs": 7618,
+    "pr_files": 53514,
+    "pull_requests": 7618,
     "review_comments": 32358,
     "reviews": 30098,
-    "timeline_events": 209435
+    "timeline_events": 209464
   },
-  "crawl_started_at": "2026-06-29T13:35:13Z",
+  "crawl_started_at": "2026-06-29T14:35:26Z",
   "delta_counts": {
-    "comments": 0,
-    "issue_stubs": 0,
-    "issues": 0,
-    "links": 2366,
-    "pr_diffs": 0,
-    "pr_files": 0,
-    "pull_requests": 0,
-    "review_comments": 0,
-    "reviews": 0,
-    "timeline_events": 0
+    "comments": 2,
+    "issue_stubs": 7,
+    "issues": 2,
+    "links": 4,
+    "pr_diffs": 5,
+    "pr_files": 13,
+    "pull_requests": 5,
+    "review_comments": 1,
+    "reviews": 5,
+    "timeline_events": 103
   },
-  "extracted_at": "2026-06-29T13:35:13Z",
+  "extracted_at": "2026-06-29T14:35:26Z",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260629T133513Z",
+  "snapshot_id": "20260629T143526Z",
   "watermark": {
-    "effective_since": "2026-06-29T12:35:12Z",
-    "next_since": "2026-06-29T13:35:13Z"
+    "effective_since": "2026-06-29T13:35:13Z",
+    "next_since": "2026-06-29T14:35:26Z"
   }
 }

new-contributors-report.json

@@ -1,8 +1,8 @@
 {
   "schema_version": "1.0",
   "repo": "huggingface/diffusers",
-  "snapshot_id": "20260629T133513Z",
-  "generated_at": "2026-06-29T13:35:43Z",
+  "snapshot_id": "20260629T143526Z",
+  "generated_at": "2026-06-29T14:36:13Z",
   "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": 0.519,
-    "enrichment_avg_seconds_per_author": 0.004,
+    "enrichment_elapsed_seconds": 0.668,
+    "enrichment_avg_seconds_per_author": 0.005,
     "enrichment_failures": 3
   },
   "contributors": [
@@ -576,12 +576,12 @@
       "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": "2026-06-26T10:47:14Z",
-      "repo_primary_artifact_count": 80,
-      "repo_artifact_count": 671,
+      "repo_last_seen_at": "2026-06-29T13:56:45Z",
+      "repo_primary_artifact_count": 81,
+      "repo_artifact_count": 673,
       "snapshot_issue_count": 2,
-      "snapshot_pr_count": 78,
-      "snapshot_comment_count": 260,
+      "snapshot_pr_count": 79,
+      "snapshot_comment_count": 261,
       "snapshot_review_count": 185,
       "snapshot_review_comment_count": 146,
       "repo_association": "MEMBER",
@@ -611,13 +611,23 @@
       },
       "examples": {
         "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 14089,
+            "title": "[lora training] add caption dropout and aspect ratio buckets",
+            "url": "https://github.com/huggingface/diffusers/pull/14089",
+            "state": "open",
+            "merged": false,
+            "draft": true,
+            "created_at": "2026-06-29T13:56:45Z"
+          },
           {
             "kind": "pull_request",
             "number": 14074,
             "title": "[lora] add non-diffusers LoRA loading support for Krea 2 LoRAs",
             "url": "https://github.com/huggingface/diffusers/pull/14074",
-            "state": "open",
-            "merged": false,
+            "state": "closed",
+            "merged": true,
             "draft": false,
             "created_at": "2026-06-26T10:47:14Z"
           },
@@ -630,16 +640,6 @@
             "merged": true,
             "draft": false,
             "created_at": "2026-06-11T12:56:48Z"
-          },
-          {
-            "kind": "pull_request",
-            "number": 13919,
-            "title": "Support loading non-diffusers Ideogram4 LoRA checkpoints",
-            "url": "https://github.com/huggingface/diffusers/pull/13919",
-            "state": "closed",
-            "merged": true,
-            "draft": false,
-            "created_at": "2026-06-11T08:34:02Z"
           }
         ],
         "issues": [
@@ -3204,6 +3204,94 @@
       },
       "fetch_error": null
     },
+    {
+      "author_login": "GiGiKoneti",
+      "name": "GiGi Koneti",
+      "profile_url": "https://github.com/GiGiKoneti",
+      "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AGiGiKoneti",
+      "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AGiGiKoneti",
+      "repo_first_seen_at": "2026-06-26T09:09:23Z",
+      "repo_last_seen_at": "2026-06-29T14:21:18Z",
+      "repo_primary_artifact_count": 4,
+      "repo_artifact_count": 9,
+      "snapshot_issue_count": 2,
+      "snapshot_pr_count": 2,
+      "snapshot_comment_count": 5,
+      "snapshot_review_count": 0,
+      "snapshot_review_comment_count": 0,
+      "repo_association": "CONTRIBUTOR",
+      "new_to_repo": false,
+      "first_seen_in_snapshot": false,
+      "known_via_prior_merged_pr": false,
+      "report_reason": null,
+      "enrichment_source": "previous_report",
+      "live_refetch_skipped": true,
+      "account_age_days": 436,
+      "young_account": false,
+      "follow_through_score": "weak",
+      "breadth_score": "moderate",
+      "automation_risk_signal": "low",
+      "heuristic_note": "high open PR share",
+      "public_orgs": [],
+      "activity": {
+        "visible_authored_pr_count": 22,
+        "merged_pr_count": 7,
+        "closed_unmerged_pr_count": 2,
+        "open_pr_count": 13,
+        "merged_pr_rate": 0.3182,
+        "closed_unmerged_pr_rate": 0.0909,
+        "still_open_pr_rate": 0.5909,
+        "distinct_repos_with_authored_prs": 9,
+        "distinct_repos_with_open_prs": 8
+      },
+      "examples": {
+        "pull_requests": [
+          {
+            "kind": "pull_request",
+            "number": 14091,
+            "title": "Fix model offloading and training tests + prevent examples timeout",
+            "url": "https://github.com/huggingface/diffusers/pull/14091",
+            "state": "open",
+            "merged": false,
+            "draft": false,
+            "created_at": "2026-06-29T14:21:18Z"
+          },
+          {
+            "kind": "pull_request",
+            "number": 14073,
+            "title": "[Tests] Skip layerwise casting tests on devices without float8_e4m3fn support",
+            "url": "https://github.com/huggingface/diffusers/pull/14073",
+            "state": "closed",
+            "merged": true,
+            "draft": false,
+            "created_at": "2026-06-26T09:13:35Z"
+          }
+        ],
+        "issues": [
+          {
+            "kind": "issue",
+            "number": 14090,
+            "title": "Fix model offloading and training tests + prevent examples timeout",
+            "url": "https://github.com/huggingface/diffusers/issues/14090",
+            "state": "open",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-06-29T14:20:56Z"
+          },
+          {
+            "kind": "issue",
+            "number": 14072,
+            "title": "[Bug] Layerwise casting tests fail on MPS backend due to float8 unsupported dtype",
+            "url": "https://github.com/huggingface/diffusers/issues/14072",
+            "state": "closed",
+            "merged": null,
+            "draft": null,
+            "created_at": "2026-06-26T09:09:23Z"
+          }
+        ]
+      },
+      "fetch_error": null
+    },
     {
       "author_login": "TheLovesOfLadyPurple",
       "name": "TheLovesOfLadyPurple",
@@ -5841,74 +5929,6 @@
       },
       "fetch_error": null
     },
-    {
-      "author_login": "GiGiKoneti",
-      "name": "GiGi Koneti",
-      "profile_url": "https://github.com/GiGiKoneti",
-      "repo_pull_requests_url": "https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AGiGiKoneti",
-      "repo_issues_url": "https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AGiGiKoneti",
-      "repo_first_seen_at": "2026-06-26T09:09:23Z",
-      "repo_last_seen_at": "2026-06-28T17:56:32Z",
-      "repo_primary_artifact_count": 2,
-      "repo_artifact_count": 7,
-      "snapshot_issue_count": 1,
-      "snapshot_pr_count": 1,
-      "snapshot_comment_count": 5,
-      "snapshot_review_count": 0,
-      "snapshot_review_comment_count": 0,
-      "repo_association": "FIRST_TIME_CONTRIBUTOR",
-      "new_to_repo": false,
-      "first_seen_in_snapshot": false,
-      "known_via_prior_merged_pr": false,
-      "report_reason": null,
-      "enrichment_source": "previous_report",
-      "live_refetch_skipped": true,
-      "account_age_days": 436,
-      "young_account": false,
-      "follow_through_score": "weak",
-      "breadth_score": "moderate",
-      "automation_risk_signal": "low",
-      "heuristic_note": "high open PR share",
-      "public_orgs": [],
-      "activity": {
-        "visible_authored_pr_count": 22,
-        "merged_pr_count": 7,
-        "closed_unmerged_pr_count": 2,
-        "open_pr_count": 13,
-        "merged_pr_rate": 0.3182,
-        "closed_unmerged_pr_rate": 0.0909,
-        "still_open_pr_rate": 0.5909,
-        "distinct_repos_with_authored_prs": 9,
-        "distinct_repos_with_open_prs": 8
-      },
-      "examples": {
-        "pull_requests": [
-          {
-            "kind": "pull_request",
-            "number": 14073,
-            "title": "[Tests] Skip layerwise casting tests on devices without float8_e4m3fn support",
-            "url": "https://github.com/huggingface/diffusers/pull/14073",
-            "state": "open",
-            "merged": false,
-            "draft": false,
-            "created_at": "2026-06-26T09:13:35Z"
-          }
-        ],
-        "issues": [
-          {
-            "kind": "issue",
-            "number": 14072,
-            "title": "[Bug] Layerwise casting tests fail on MPS backend due to float8 unsupported dtype",
-            "url": "https://github.com/huggingface/diffusers/issues/14072",
-            "state": "open",
-            "merged": null,
-            "draft": null,
-            "created_at": "2026-06-26T09:09:23Z"
-          }
-        ]
-      },
-      "fetch_error": null
-    },
     {
       "author_login": "jmliu206",
       "name": "Jinming Liu",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260629T133513Z`
-- Generated: `2026-06-29T13:35:43Z`
+- Snapshot: `20260629T143526Z`
+- Generated: `2026-06-29T14:36:13Z`
 - Activity window: `60d`
 - Contributors: `123`
 
@@ -14,7 +14,7 @@
 | `yiyixuxu` | [profile](https://github.com/yiyixuxu) | no | MEMBER | 4019d | `2022-12-14T16:37:57Z` | 311 | 38 | strong | low | low | targets high-star repos |
 | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2338d | `2023-02-22T18:18:22Z` | 215 | 6 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
 | `hlky` | [profile](https://github.com/hlky) | no | CONTRIBUTOR | 1455d | `2022-08-22T10:44:45Z` | 150 | 84 | strong | moderate | low | high recent PR volume; no visible non-self stars |
-| `linoytsaban` | [profile](https://github.com/linoytsaban) | no | MEMBER | 2390d | `2023-06-20T06:10:02Z` | 78 | 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` | 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 |
 | `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6611d | `2022-06-15T15:01:24Z` | 66 | 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 |
@@ -45,6 +45,7 @@
 | `azolotenkov` | [profile](https://github.com/azolotenkov) | no | CONTRIBUTOR | 1060d | `2025-03-04T13:58:31Z` | 7 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `zhtmike` | [profile](https://github.com/zhtmike) | no | CONTRIBUTOR | 4316d | `2026-03-17T08:08:13Z` | 6 | 3 | mixed | moderate | low | high recent PR volume |
 | `SamuelTallet` | [profile](https://github.com/SamuelTallet) | no | CONTRIBUTOR | 3048d | `2026-04-18T22:26:11Z` | 2 | 5 | mixed | low | low | — |
+| `GiGiKoneti` | [profile](https://github.com/GiGiKoneti) | no | CONTRIBUTOR | 436d | `2026-06-26T09:09:23Z` | 2 | 2 | weak | moderate | low | high open PR share |
 | `TheLovesOfLadyPurple` | [profile](https://github.com/TheLovesOfLadyPurple) | no | FIRST_TIME_CONTRIBUTOR | 289d | `2026-06-05T00:38:29Z` | 2 | 2 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `Boffee` | [profile](https://github.com/Boffee) | no | CONTRIBUTOR | 4284d | `2026-06-11T01:41:27Z` | 2 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `feice-huang` | [profile](https://github.com/feice-huang) | no | CONTRIBUTOR | 1479d | `2026-04-22T10:38:45Z` | 2 | 1 | strong | low | low | targets high-star repos |
@@ -79,7 +80,6 @@
 | `Sainava` | [profile](https://github.com/Sainava) | no | NONE | 869d | `2026-06-22T18:05:17Z` | 1 | 2 | mixed | moderate | low | — |
 | `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 | FIRST_TIME_CONTRIBUTOR | 2950d | `2026-06-12T17:57:39Z` | 1 | 1 | weak | low | low | high open PR share |
-| `GiGiKoneti` | [profile](https://github.com/GiGiKoneti) | no | FIRST_TIME_CONTRIBUTOR | 436d | `2026-06-26T09:09:23Z` | 1 | 1 | weak | moderate | low | high open PR share |
 | `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 |
 | `LucasSte` | [profile](https://github.com/LucasSte) | no | CONTRIBUTOR | 2976d | `2026-03-28T23:48:15Z` | 1 | 1 | mixed | moderate | low | high recent PR volume |
 | `ramkumar27072006` | [profile](https://github.com/ramkumar27072006) | no | CONTRIBUTOR | 543d | `2026-06-07T03:05:23Z` | 1 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -271,12 +271,12 @@ 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: `2026-06-26T10:47:14Z`
+- repo last seen: `2026-06-29T13:56:45Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **80**
-- snapshot authored PRs/issues: **78 PRs / 2 issues**
-- snapshot discussion activity: **260 comments / 185 reviews / 146 review comments**
+- repo primary artifacts: **81**
+- snapshot authored PRs/issues: **79 PRs / 2 issues**
+- snapshot discussion activity: **261 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%**)
 - public orgs: none visible
@@ -284,9 +284,9 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #14074: [lora] add non-diffusers LoRA loading support for Krea 2 LoRAs](https://github.com/huggingface/diffusers/pull/14074) — open
+- [PR #14089: [lora training] add caption dropout and aspect ratio buckets](https://github.com/huggingface/diffusers/pull/14089) — open, draft
+- [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
-- [PR #13919: Support loading non-diffusers Ideogram4 LoRA checkpoints](https://github.com/huggingface/diffusers/pull/13919) — 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
 
@@ -1003,6 +1003,30 @@ Example artifacts:
 - [Issue #13979: Can't use `load_lora_weights()` on `Ideogram4ModularPipeline`](https://github.com/huggingface/diffusers/issues/13979) — closed
 - [Issue #13967: Can't use `load_lora_weights()` on `ErnieImageModularPipeline`](https://github.com/huggingface/diffusers/issues/13967) — closed
 
+### `GiGiKoneti`
+
+- profile: [github.com/GiGiKoneti](https://github.com/GiGiKoneti)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AGiGiKoneti)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AGiGiKoneti)
+- repo first seen: `2026-06-26T09:09:23Z`
+- repo last seen: `2026-06-29T14:21:18Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **4**
+- snapshot authored PRs/issues: **2 PRs / 2 issues**
+- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
+- account age: **436 days**
+- recent public PR activity: **22 PRs** (7 merged / 2 closed-unmerged / 13 open; merged rate **32%**, closed-unmerged rate **9%**, open rate **59%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #14091: Fix model offloading and training tests + prevent examples timeout](https://github.com/huggingface/diffusers/pull/14091) — open
+- [PR #14073: [Tests] Skip layerwise casting tests on devices without float8_e4m3fn support](https://github.com/huggingface/diffusers/pull/14073) — closed, merged
+- [Issue #14090: Fix model offloading and training tests + prevent examples timeout](https://github.com/huggingface/diffusers/issues/14090) — open
+- [Issue #14072: [Bug] Layerwise casting tests fail on MPS backend due to float8 unsupported dtype](https://github.com/huggingface/diffusers/issues/14072) — closed
+
 ### `TheLovesOfLadyPurple`
 
 - profile: [github.com/TheLovesOfLadyPurple](https://github.com/TheLovesOfLadyPurple)
@@ -1784,28 +1808,6 @@ Example artifacts:
 - [PR #14068: Constrain numba test dependency](https://github.com/huggingface/diffusers/pull/14068) — open
 - [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) — open
 
-### `GiGiKoneti`
-
-- profile: [github.com/GiGiKoneti](https://github.com/GiGiKoneti)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AGiGiKoneti)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AGiGiKoneti)
-- repo first seen: `2026-06-26T09:09:23Z`
-- repo last seen: `2026-06-28T17:56:32Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **436 days**
-- recent public PR activity: **22 PRs** (7 merged / 2 closed-unmerged / 13 open; merged rate **32%**, closed-unmerged rate **9%**, open rate **59%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **high open PR share**
-
-Example artifacts:
-- [PR #14073: [Tests] Skip layerwise casting tests on devices without float8_e4m3fn support](https://github.com/huggingface/diffusers/pull/14073) — open
-- [Issue #14072: [Bug] Layerwise casting tests fail on MPS backend due to float8 unsupported dtype](https://github.com/huggingface/diffusers/issues/14072) — 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:a39ffc94f4144f2e5c9740cbd0a8f7bbc2677a4768bf54f10b33cd4a0a247663
-size 33078
+oid sha256:5181fe9e34a5db10ab6e557d254d8a54dd30284f68640d716b93a622c08ac682
+size 33082

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f7659b3e077c105bba70049f1447a13a6b8b958be3389ba7ebba037e0b435b20
-size 7096780
+oid sha256:a923d1d99435786264cfc1d3855d35f5266f122924449361a12af0295256d7a2
+size 7096996

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f246959a06f884de11111de77ae447ae10ca8013d134f77c2047e793066c333e
-size 113328539
+oid sha256:3a345d04e9a6dd08afd826098ce879ffbf4b04d3a3d5650a0965c8f32ccaf62d
+size 113346829

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d72ec43d354f13bc53604efb9d9f407cdb0ab81649c3a9f57d43239b958629d8
-size 69210976
+oid sha256:3c2615256d5c618954102e7d56b2e1d3260e90a94ea06443dd9a9aa0e531a753
+size 69228478

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8c5aeb0f8b058718f68668c9ef730b36cd56d5d263bfb212b6f7ef08e2f10333
-size 5241553
+oid sha256:b421adab935fd12b561822a318685a8e7858a3718192f1ec865c5b957193ccf4
+size 5243125

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d2e1411fdcd67396e66a5f77d5f3334e643e442c4223b538016c4ae3e67c0974
-size 5708540
+oid sha256:c49aa58f81f1cc76464420360a332487b074d59522d6f6476604b7eb0c106ddf
+size 5708543

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6074b72a77032fc37bd6bb1118d0f1c2876752224a391063ba3bdd4308bf03f6
+oid sha256:b75b26f0c123abab20225d8e93b1329e5dc10e4198905fc502648a3cc72bfabd
 size 2334681

snapshots/20260629T143526Z/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": 60174,
+    "issues": 5440,
+    "links": 8236,
+    "new_contributors": 123,
+    "pr_diffs": 7618,
+    "pr_files": 53514,
+    "pull_requests": 7618,
+    "review_comments": 32358,
+    "reviews": 30098,
+    "timeline_events": 209464
+  },
+  "crawl_started_at": "2026-06-29T14:35:26Z",
+  "delta_counts": {
+    "comments": 2,
+    "issue_stubs": 7,
+    "issues": 2,
+    "links": 4,
+    "pr_diffs": 5,
+    "pr_files": 13,
+    "pull_requests": 5,
+    "review_comments": 1,
+    "reviews": 5,
+    "timeline_events": 103
+  },
+  "extracted_at": "2026-06-29T14:35:26Z",
+  "repo": "huggingface/diffusers",
+  "snapshot_id": "20260629T143526Z",
+  "watermark": {
+    "effective_since": "2026-06-29T13:35:13Z",
+    "next_since": "2026-06-29T14:35:26Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260629T133513Z/manifest.json",
-  "latest_snapshot_id": "20260629T133513Z",
+  "archived_manifest_path": "snapshots/20260629T143526Z/manifest.json",
+  "latest_snapshot_id": "20260629T143526Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-06-29T13:35:13Z",
+  "next_since": "2026-06-29T14:35:26Z",
   "repo": "huggingface/diffusers",
-  "snapshot_dir": "snapshots/20260629T133513Z"
+  "snapshot_dir": "snapshots/20260629T143526Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-06-29T12:35:12Z",
-  "last_successful_snapshot_id": "20260629T133513Z",
-  "next_since": "2026-06-29T13:35:13Z",
+  "effective_since": "2026-06-29T13:35:13Z",
+  "last_successful_snapshot_id": "20260629T143526Z",
+  "next_since": "2026-06-29T14:35:26Z",
   "repo": "huggingface/diffusers",
-  "updated_at": "2026-06-29T13:35:13Z"
+  "updated_at": "2026-06-29T14:35:26Z"
 }